diff --git a/dev/diffs/3.4.3.diff b/dev/diffs/3.4.3.diff index 45a8bc41fc..e4d8355a69 100644 --- a/dev/diffs/3.4.3.diff +++ b/dev/diffs/3.4.3.diff @@ -1,5 +1,5 @@ diff --git a/pom.xml b/pom.xml -index d3544881af1..47382e29b5a 100644 +index d3544881af1..bf0e2b53c70 100644 --- a/pom.xml +++ b/pom.xml @@ -148,6 +148,8 @@ @@ -679,7 +679,7 @@ index 1792b4c32eb..1616e6f39bd 100644 assert(shuffleMergeJoins.size == 1) } diff --git a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala -index 7f062bfb899..3acf697df9a 100644 +index 7f062bfb899..b347ef905d2 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala @@ -30,7 +30,8 @@ import org.apache.spark.sql.catalyst.TableIdentifier @@ -863,7 +863,18 @@ index 7f062bfb899..3acf697df9a 100644 }.size == 1) } } -@@ -1489,7 +1517,10 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan +@@ -1482,14 +1510,20 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan + + test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SMJ)") { + def check(plan: SparkPlan): Unit = { +- assert(collect(plan) { case _: SortMergeJoinExec => true }.size === 1) ++ assert(collect(plan) { ++ case _: SortMergeJoinExec => true ++ case _: CometSortMergeJoinExec => true ++ }.size === 1) + } + dupStreamSideColTest("MERGE", check) + } test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SHJ)") { def check(plan: SparkPlan): Unit = { @@ -875,7 +886,7 @@ index 7f062bfb899..3acf697df9a 100644 } dupStreamSideColTest("SHUFFLE_HASH", check) } -@@ -1605,7 +1636,8 @@ class ThreadLeakInSortMergeJoinSuite +@@ -1605,7 +1639,8 @@ class ThreadLeakInSortMergeJoinSuite sparkConf.set(SHUFFLE_SPILL_NUM_ELEMENTS_FORCE_SPILL_THRESHOLD, 20)) } diff --git a/dev/diffs/3.5.1.diff b/dev/diffs/3.5.1.diff index f65c943eeb..148d379d77 100644 --- a/dev/diffs/3.5.1.diff +++ b/dev/diffs/3.5.1.diff @@ -1,5 +1,5 @@ diff --git a/pom.xml b/pom.xml -index 0f504dbee85..71fd49a3744 100644 +index 0f504dbee85..f6019da888a 100644 --- a/pom.xml +++ b/pom.xml @@ -152,6 +152,8 @@ @@ -658,7 +658,7 @@ index 7af826583bd..3c3def1eb67 100644 assert(shuffleMergeJoins.size == 1) } diff --git a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala -index 9dcf7ec2904..94a171d1aad 100644 +index 9dcf7ec2904..d8b014a4eb8 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala @@ -30,7 +30,8 @@ import org.apache.spark.sql.catalyst.analysis.UnresolvedRelation @@ -865,7 +865,18 @@ index 9dcf7ec2904..94a171d1aad 100644 }.size == 1) } } -@@ -1633,7 +1664,10 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan +@@ -1626,14 +1657,20 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan + + test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SMJ)") { + def check(plan: SparkPlan): Unit = { +- assert(collect(plan) { case _: SortMergeJoinExec => true }.size === 1) ++ assert(collect(plan) { ++ case _: SortMergeJoinExec => true ++ case _: CometSortMergeJoinExec => true ++ }.size === 1) + } + dupStreamSideColTest("MERGE", check) + } test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SHJ)") { def check(plan: SparkPlan): Unit = { diff --git a/dev/diffs/4.0.0-preview1.diff b/dev/diffs/4.0.0-preview1.diff index 42e8b8b10f..a95f6faed5 100644 --- a/dev/diffs/4.0.0-preview1.diff +++ b/dev/diffs/4.0.0-preview1.diff @@ -1,5 +1,5 @@ diff --git a/pom.xml b/pom.xml -index a4b1b2c3c9f..a2315d2a95b 100644 +index a4b1b2c3c9f..db50bdb0d3b 100644 --- a/pom.xml +++ b/pom.xml @@ -147,6 +147,8 @@ @@ -756,7 +756,7 @@ index 53e47f428c3..a55d8f0c161 100644 assert(shuffleMergeJoins.size == 1) } diff --git a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala -index fcb937d82ba..df79db88fed 100644 +index fcb937d82ba..fafe8e8d08b 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala @@ -29,7 +29,8 @@ import org.apache.spark.sql.catalyst.analysis.UnresolvedRelation @@ -963,7 +963,18 @@ index fcb937d82ba..df79db88fed 100644 }.size == 1) } } -@@ -1637,7 +1668,10 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan +@@ -1630,14 +1661,20 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan + + test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SMJ)") { + def check(plan: SparkPlan): Unit = { +- assert(collect(plan) { case _: SortMergeJoinExec => true }.size === 1) ++ assert(collect(plan) { ++ case _: SortMergeJoinExec => true ++ case _: CometSortMergeJoinExec => true ++ }.size === 1) + } + dupStreamSideColTest("MERGE", check) + } test("SPARK-43113: Full outer join with duplicate stream-side references in condition (SHJ)") { def check(plan: SparkPlan): Unit = { @@ -975,7 +986,7 @@ index fcb937d82ba..df79db88fed 100644 } dupStreamSideColTest("SHUFFLE_HASH", check) } -@@ -1773,7 +1807,8 @@ class ThreadLeakInSortMergeJoinSuite +@@ -1773,7 +1810,8 @@ class ThreadLeakInSortMergeJoinSuite sparkConf.set(SHUFFLE_SPILL_NUM_ELEMENTS_FORCE_SPILL_THRESHOLD, 20)) } diff --git a/native/Cargo.lock b/native/Cargo.lock index 76615dd330..82eb66cb77 100644 --- a/native/Cargo.lock +++ b/native/Cargo.lock @@ -17,6 +17,12 @@ version = "1.0.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe" +[[package]] +name = "adler2" +version = "2.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" + [[package]] name = "ahash" version = "0.8.11" @@ -346,7 +352,7 @@ checksum = "6e0c28dcc82d7c8ead5cb13beb15405b57b8546e93215673ff8ca0349a028107" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -374,7 +380,7 @@ dependencies = [ "cc", "cfg-if", "libc", - "miniz_oxide", + "miniz_oxide 0.7.4", "object", "rustc-demangle", ] @@ -408,9 +414,9 @@ dependencies = [ [[package]] name = "blake3" -version = "1.5.3" +version = "1.5.4" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "e9ec96fe9a81b5e365f9db71fe00edc4fe4ca2cc7dcb7861f0603012a7caa210" +checksum = "d82033247fd8e890df8f740e407ad4d038debb9eb1f40533fffb32e7d17dc6f7" dependencies = [ "arrayref", "arrayvec", @@ -481,9 +487,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5" [[package]] name = "cc" -version = "1.1.13" +version = "1.1.14" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "72db2f7947ecee9b03b510377e8bb9077afa27176fdbff55c51027e976fdcc48" +checksum = "50d2eb3cd3d1bf4529e31c215ee6f93ec5a3d536d9f578f93d9d33ee19562932" dependencies = [ "jobserver", "libc", @@ -805,7 +811,7 @@ dependencies = [ [[package]] name = "datafusion" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -823,9 +829,11 @@ dependencies = [ "datafusion-expr", "datafusion-functions", "datafusion-functions-aggregate", + "datafusion-functions-window", "datafusion-optimizer", "datafusion-physical-expr", "datafusion-physical-expr-common", + "datafusion-physical-expr-functions-aggregate", "datafusion-physical-optimizer", "datafusion-physical-plan", "datafusion-sql", @@ -834,7 +842,7 @@ dependencies = [ "half", "hashbrown", "indexmap", - "itertools 0.12.1", + "itertools 0.13.0", "log", "num_cpus", "object_store", @@ -852,7 +860,7 @@ dependencies = [ [[package]] name = "datafusion-catalog" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow-schema", "async-trait", @@ -886,7 +894,6 @@ dependencies = [ "datafusion-expr", "datafusion-functions-nested", "datafusion-physical-expr", - "datafusion-physical-expr-common", "flate2", "futures", "half", @@ -938,7 +945,6 @@ dependencies = [ "datafusion-common", "datafusion-expr", "datafusion-physical-expr", - "datafusion-physical-expr-common", "datafusion-physical-plan", "num", "rand", @@ -950,7 +956,7 @@ dependencies = [ [[package]] name = "datafusion-common" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -964,21 +970,24 @@ dependencies = [ "libc", "num_cpus", "object_store", + "paste", "sqlparser", + "tokio", ] [[package]] name = "datafusion-common-runtime" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ + "log", "tokio", ] [[package]] name = "datafusion-execution" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow", "chrono", @@ -998,7 +1007,7 @@ dependencies = [ [[package]] name = "datafusion-expr" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -1006,6 +1015,9 @@ dependencies = [ "arrow-buffer", "chrono", "datafusion-common", + "datafusion-expr-common", + "datafusion-functions-aggregate-common", + "datafusion-physical-expr-common", "paste", "serde_json", "sqlparser", @@ -1013,10 +1025,20 @@ dependencies = [ "strum_macros", ] +[[package]] +name = "datafusion-expr-common" +version = "41.0.0" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" +dependencies = [ + "arrow", + "datafusion-common", + "paste", +] + [[package]] name = "datafusion-functions" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow", "arrow-buffer", @@ -1029,7 +1051,7 @@ dependencies = [ "datafusion-expr", "hashbrown", "hex", - "itertools 0.12.1", + "itertools 0.13.0", "log", "md-5", "rand", @@ -1042,7 +1064,7 @@ dependencies = [ [[package]] name = "datafusion-functions-aggregate" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -1050,16 +1072,32 @@ dependencies = [ "datafusion-common", "datafusion-execution", "datafusion-expr", + "datafusion-functions-aggregate-common", + "datafusion-physical-expr", "datafusion-physical-expr-common", + "half", "log", "paste", "sqlparser", ] +[[package]] +name = "datafusion-functions-aggregate-common" +version = "41.0.0" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" +dependencies = [ + "ahash", + "arrow", + "datafusion-common", + "datafusion-expr-common", + "datafusion-physical-expr-common", + "rand", +] + [[package]] name = "datafusion-functions-nested" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow", "arrow-array", @@ -1071,16 +1109,28 @@ dependencies = [ "datafusion-expr", "datafusion-functions", "datafusion-functions-aggregate", - "itertools 0.12.1", + "datafusion-physical-expr-common", + "itertools 0.13.0", "log", "paste", "rand", ] +[[package]] +name = "datafusion-functions-window" +version = "41.0.0" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" +dependencies = [ + "datafusion-common", + "datafusion-expr", + "datafusion-physical-expr-common", + "log", +] + [[package]] name = "datafusion-optimizer" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow", "async-trait", @@ -1090,7 +1140,7 @@ dependencies = [ "datafusion-physical-expr", "hashbrown", "indexmap", - "itertools 0.12.1", + "itertools 0.13.0", "log", "paste", "regex-syntax", @@ -1099,7 +1149,7 @@ dependencies = [ [[package]] name = "datafusion-physical-expr" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -1113,12 +1163,14 @@ dependencies = [ "datafusion-common", "datafusion-execution", "datafusion-expr", + "datafusion-expr-common", + "datafusion-functions-aggregate-common", "datafusion-physical-expr-common", "half", "hashbrown", "hex", "indexmap", - "itertools 0.12.1", + "itertools 0.13.0", "log", "paste", "petgraph", @@ -1128,31 +1180,47 @@ dependencies = [ [[package]] name = "datafusion-physical-expr-common" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", "datafusion-common", - "datafusion-expr", + "datafusion-expr-common", "hashbrown", "rand", ] +[[package]] +name = "datafusion-physical-expr-functions-aggregate" +version = "41.0.0" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" +dependencies = [ + "ahash", + "arrow", + "datafusion-common", + "datafusion-expr", + "datafusion-expr-common", + "datafusion-functions-aggregate-common", + "datafusion-physical-expr-common", + "rand", +] + [[package]] name = "datafusion-physical-optimizer" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "datafusion-common", "datafusion-execution", "datafusion-physical-expr", "datafusion-physical-plan", + "itertools 0.13.0", ] [[package]] name = "datafusion-physical-plan" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "ahash", "arrow", @@ -1167,13 +1235,15 @@ dependencies = [ "datafusion-execution", "datafusion-expr", "datafusion-functions-aggregate", + "datafusion-functions-aggregate-common", "datafusion-physical-expr", "datafusion-physical-expr-common", + "datafusion-physical-expr-functions-aggregate", "futures", "half", "hashbrown", "indexmap", - "itertools 0.12.1", + "itertools 0.13.0", "log", "once_cell", "parking_lot", @@ -1185,7 +1255,7 @@ dependencies = [ [[package]] name = "datafusion-sql" version = "41.0.0" -source = "git+https://github.com/apache/datafusion.git?rev=41.0.0-rc1#b10b820acb6ad92b5d69810e3d4de0ef6f2d6a87" +source = "git+https://github.com/apache/datafusion.git?rev=dff590b#dff590bfd2bb9993b2c8ce6f76a3bdd973e520a8" dependencies = [ "arrow", "arrow-array", @@ -1265,9 +1335,9 @@ dependencies = [ [[package]] name = "fastrand" -version = "2.1.0" +version = "2.1.1" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "9fc0510504f03c51ada170672ac806f1f105a88aa97a5281117e1ddc3368e51a" +checksum = "e8c02a5121d4ea3eb16a80748c74f5549a5665e4c21333c6098f283870fbdea6" [[package]] name = "findshlibs" @@ -1299,12 +1369,12 @@ dependencies = [ [[package]] name = "flate2" -version = "1.0.31" +version = "1.0.33" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "7f211bbe8e69bbd0cfdea405084f128ae8b4aaa6b0b522fc8f2b009084797920" +checksum = "324a1be68054ef05ad64b861cc9eaf1d623d2d8cb25b4bf2cb9cdd902b4bf253" dependencies = [ "crc32fast", - "miniz_oxide", + "miniz_oxide 0.8.0", ] [[package]] @@ -1378,7 +1448,7 @@ checksum = "87750cf4b7a4c0625b1529e4c543c2182106e4dedc60a2a6455e00d212c489ac" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -1775,9 +1845,9 @@ dependencies = [ [[package]] name = "libc" -version = "0.2.157" +version = "0.2.158" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "374af5f94e54fa97cf75e945cce8a6b201e88a1a07e688b47dfd2a59c66dbd86" +checksum = "d8adc4bb1803a324070e64a98ae98f38934d91957a99cfb3a43dcbc01bc56439" [[package]] name = "libloading" @@ -1936,6 +2006,15 @@ dependencies = [ "adler", ] +[[package]] +name = "miniz_oxide" +version = "0.8.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e2d80299ef12ff69b16a84bb182e3b9df68b5a91574d3d4fa6e41b65deec4df1" +dependencies = [ + "adler2", +] + [[package]] name = "multimap" version = "0.8.3" @@ -2356,7 +2435,7 @@ dependencies = [ "itertools 0.12.1", "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -2380,9 +2459,9 @@ dependencies = [ [[package]] name = "quote" -version = "1.0.36" +version = "1.0.37" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "0fa76aaf39101c457836aec0ce2316dbdc3ab723cdda1c6bd4e6ad4208acaca7" +checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af" dependencies = [ "proc-macro2", ] @@ -2553,9 +2632,9 @@ checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4" [[package]] name = "serde" -version = "1.0.208" +version = "1.0.209" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "cff085d2cb684faa248efb494c39b68e522822ac0de72ccf08109abde717cfb2" +checksum = "99fce0ffe7310761ca6bf9faf5115afbc19688edd00171d81b1bb1b116c63e09" dependencies = [ "serde_derive", ] @@ -2572,20 +2651,20 @@ dependencies = [ [[package]] name = "serde_derive" -version = "1.0.208" +version = "1.0.209" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "24008e81ff7613ed8e5ba0cfaf24e2c2f1e5b8a0495711e44fcd4882fca62bcf" +checksum = "a5831b979fd7b5439637af1752d535ff49f4860c0f341d1baeb6faf0f4242170" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] name = "serde_json" -version = "1.0.125" +version = "1.0.127" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "83c8e735a073ccf5be70aa8066aa984eaf2fa000db6c8d0100ae605b366d31ed" +checksum = "8043c06d9f82bd7271361ed64f415fe5e12a77fdb52e573e7f06a516dea329ad" dependencies = [ "itoa", "memchr", @@ -2680,9 +2759,9 @@ checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b" [[package]] name = "sqlparser" -version = "0.49.0" +version = "0.50.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a4a404d0e14905361b918cb8afdb73605e25c1d5029312bd9785142dcb3aa49e" +checksum = "b2e5b515a2bd5168426033e9efbfd05500114833916f1d5c268f938b4ee130ac" dependencies = [ "log", "sqlparser_derive", @@ -2696,7 +2775,7 @@ checksum = "01b2e185515564f15375f593fb966b5718bc624ba77fe49fa4616ad619690554" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -2736,7 +2815,7 @@ dependencies = [ "proc-macro2", "quote", "rustversion", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -2781,9 +2860,9 @@ dependencies = [ [[package]] name = "syn" -version = "2.0.75" +version = "2.0.76" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f6af063034fc1935ede7be0122941bafa9bacb949334d090b77ca98b5817c7d9" +checksum = "578e081a14e0cefc3279b0472138c513f37b41a08d5a3cca9b6e4e8ceb6cd525" dependencies = [ "proc-macro2", "quote", @@ -2820,7 +2899,7 @@ checksum = "a4558b58466b9ad7ca0f102865eccc95938dca1a74a856f2b57b6629050da261" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -2898,7 +2977,7 @@ checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -2920,7 +2999,7 @@ checksum = "34704c8d6ebcbc939824180af020566b01a7c01f80641264eba0999f6c2b6be7" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] @@ -3070,7 +3149,7 @@ dependencies = [ "once_cell", "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", "wasm-bindgen-shared", ] @@ -3092,7 +3171,7 @@ checksum = "afc340c74d9005395cf9dd098506f7f44e38f2b4a21c6aaacf9a105ea5e1e836" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", "wasm-bindgen-backend", "wasm-bindgen-shared", ] @@ -3331,7 +3410,7 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e" dependencies = [ "proc-macro2", "quote", - "syn 2.0.75", + "syn 2.0.76", ] [[package]] diff --git a/native/Cargo.toml b/native/Cargo.toml index 92e9ea882c..27b87af9f2 100644 --- a/native/Cargo.toml +++ b/native/Cargo.toml @@ -39,15 +39,14 @@ arrow-buffer = { version = "52.2.0" } arrow-data = { version = "52.2.0" } arrow-schema = { version = "52.2.0" } parquet = { version = "52.2.0", default-features = false, features = ["experimental"] } -datafusion-common = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1" } -datafusion = { default-features = false, git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", features = ["unicode_expressions", "crypto_expressions"] } -datafusion-functions = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", features = ["crypto_expressions"] } -datafusion-functions-nested = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } -datafusion-expr = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } -datafusion-execution = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } -datafusion-physical-plan = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } -datafusion-physical-expr-common = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } -datafusion-physical-expr = { git = "https://github.com/apache/datafusion.git", rev = "41.0.0-rc1", default-features = false } +datafusion-common = { git = "https://github.com/apache/datafusion.git", rev = "dff590b" } +datafusion = { default-features = false, git = "https://github.com/apache/datafusion.git", rev = "dff590b", features = ["unicode_expressions", "crypto_expressions"] } +datafusion-functions = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", features = ["crypto_expressions"] } +datafusion-functions-nested = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", default-features = false } +datafusion-expr = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", default-features = false } +datafusion-execution = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", default-features = false } +datafusion-physical-plan = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", default-features = false } +datafusion-physical-expr = { git = "https://github.com/apache/datafusion.git", rev = "dff590b", default-features = false } datafusion-comet-spark-expr = { path = "spark-expr", version = "0.2.0-apple-SNAPSHOT" } datafusion-comet-proto = { path = "proto", version = "0.2.0-apple-SNAPSHOT" } chrono = { version = "0.4", default-features = false, features = ["clock"] } diff --git a/native/core/Cargo.toml b/native/core/Cargo.toml index 13a6a3695f..58fe00e758 100644 --- a/native/core/Cargo.toml +++ b/native/core/Cargo.toml @@ -70,7 +70,6 @@ datafusion = { workspace = true } datafusion-functions-nested = { workspace = true } datafusion-expr = { workspace = true } datafusion-execution = { workspace = true } -datafusion-physical-expr-common = { workspace = true } datafusion-physical-expr = { workspace = true } once_cell = "1.18.0" regex = { workspace = true } diff --git a/native/core/src/execution/datafusion/expressions/avg.rs b/native/core/src/execution/datafusion/expressions/avg.rs index c3277bf7af..5e7b555c8a 100644 --- a/native/core/src/execution/datafusion/expressions/avg.rs +++ b/native/core/src/execution/datafusion/expressions/avg.rs @@ -122,6 +122,10 @@ impl AggregateExpr for Avg { ), } } + + fn default_value(&self, _data_type: &DataType) -> Result { + Ok(ScalarValue::Float64(None)) + } } impl PartialEq for Avg { diff --git a/native/core/src/execution/datafusion/expressions/avg_decimal.rs b/native/core/src/execution/datafusion/expressions/avg_decimal.rs index d29dc6dab0..b035d32449 100644 --- a/native/core/src/execution/datafusion/expressions/avg_decimal.rs +++ b/native/core/src/execution/datafusion/expressions/avg_decimal.rs @@ -142,6 +142,18 @@ impl AggregateExpr for AvgDecimal { ), } } + + fn default_value(&self, _data_type: &DataType) -> Result { + match &self.result_data_type { + Decimal128(target_precision, target_scale) => { + Ok(make_decimal128(None, *target_precision, *target_scale)) + } + _ => not_impl_err!( + "The result_data_type of AvgDecimal should be Decimal128 but got{}", + self.result_data_type + ), + } + } } impl PartialEq for AvgDecimal { @@ -211,6 +223,10 @@ impl AvgDecimalAccumulator { } } +fn make_decimal128(value: Option, precision: u8, scale: i8) -> ScalarValue { + ScalarValue::Decimal128(value, precision, scale) +} + impl Accumulator for AvgDecimalAccumulator { fn state(&mut self) -> Result> { Ok(vec![ @@ -265,10 +281,6 @@ impl Accumulator for AvgDecimalAccumulator { } fn evaluate(&mut self) -> Result { - fn make_decimal128(value: Option, precision: u8, scale: i8) -> ScalarValue { - ScalarValue::Decimal128(value, precision, scale) - } - let scaler = 10_i128.pow(self.target_scale.saturating_sub(self.sum_scale) as u32); let target_min = MIN_DECIMAL_FOR_EACH_PRECISION[self.target_precision as usize - 1]; let target_max = MAX_DECIMAL_FOR_EACH_PRECISION[self.target_precision as usize - 1]; diff --git a/native/core/src/execution/datafusion/expressions/correlation.rs b/native/core/src/execution/datafusion/expressions/correlation.rs index 642c7d8664..3dcf6cca8b 100644 --- a/native/core/src/execution/datafusion/expressions/correlation.rs +++ b/native/core/src/execution/datafusion/expressions/correlation.rs @@ -121,6 +121,10 @@ impl AggregateExpr for Correlation { fn name(&self) -> &str { &self.name } + + fn default_value(&self, _data_type: &DataType) -> Result { + Ok(ScalarValue::Float64(None)) + } } impl PartialEq for Correlation { diff --git a/native/core/src/execution/datafusion/expressions/covariance.rs b/native/core/src/execution/datafusion/expressions/covariance.rs index 20a6fab94c..11b345a22b 100644 --- a/native/core/src/execution/datafusion/expressions/covariance.rs +++ b/native/core/src/execution/datafusion/expressions/covariance.rs @@ -118,6 +118,10 @@ impl AggregateExpr for Covariance { fn name(&self) -> &str { &self.name } + + fn default_value(&self, _data_type: &DataType) -> Result { + Ok(ScalarValue::Float64(None)) + } } impl PartialEq for Covariance { diff --git a/native/core/src/execution/datafusion/expressions/stddev.rs b/native/core/src/execution/datafusion/expressions/stddev.rs index 50d66463a8..bc96a56808 100644 --- a/native/core/src/execution/datafusion/expressions/stddev.rs +++ b/native/core/src/execution/datafusion/expressions/stddev.rs @@ -108,6 +108,10 @@ impl AggregateExpr for Stddev { fn name(&self) -> &str { &self.name } + + fn default_value(&self, _data_type: &DataType) -> Result { + Ok(ScalarValue::Float64(None)) + } } impl PartialEq for Stddev { diff --git a/native/core/src/execution/datafusion/expressions/sum_decimal.rs b/native/core/src/execution/datafusion/expressions/sum_decimal.rs index 4eb36cbd08..37030b67a8 100644 --- a/native/core/src/execution/datafusion/expressions/sum_decimal.rs +++ b/native/core/src/execution/datafusion/expressions/sum_decimal.rs @@ -112,6 +112,13 @@ impl AggregateExpr for SumDecimal { self.scale, ))) } + + fn default_value(&self, _data_type: &DataType) -> DFResult { + ScalarValue::new_primitive::( + None, + &DataType::Decimal128(self.precision, self.scale), + ) + } } impl PartialEq for SumDecimal { diff --git a/native/core/src/execution/datafusion/expressions/variance.rs b/native/core/src/execution/datafusion/expressions/variance.rs index 19322aa630..5cfbf29471 100644 --- a/native/core/src/execution/datafusion/expressions/variance.rs +++ b/native/core/src/execution/datafusion/expressions/variance.rs @@ -106,6 +106,10 @@ impl AggregateExpr for Variance { fn name(&self) -> &str { &self.name } + + fn default_value(&self, _data_type: &DataType) -> Result { + Ok(ScalarValue::Float64(None)) + } } impl PartialEq for Variance { diff --git a/native/core/src/execution/datafusion/planner.rs b/native/core/src/execution/datafusion/planner.rs index 76483cc1f8..b9b8828241 100644 --- a/native/core/src/execution/datafusion/planner.rs +++ b/native/core/src/execution/datafusion/planner.rs @@ -55,6 +55,7 @@ use datafusion::functions_aggregate::bit_and_or_xor::{bit_and_udaf, bit_or_udaf, use datafusion::functions_aggregate::min_max::max_udaf; use datafusion::functions_aggregate::min_max::min_udaf; use datafusion::functions_aggregate::sum::sum_udaf; +use datafusion::physical_expr_functions_aggregate::aggregate::AggregateExprBuilder; use datafusion::physical_plan::windows::BoundedWindowAggExec; use datafusion::physical_plan::InputOrderMode; use datafusion::{ @@ -105,9 +106,8 @@ use datafusion_common::{ }; use datafusion_expr::expr::find_df_window_func; use datafusion_expr::{WindowFrame, WindowFrameBound, WindowFrameUnits, WindowFunctionDefinition}; +use datafusion_physical_expr::expressions::Literal; use datafusion_physical_expr::window::WindowExpr; -use datafusion_physical_expr_common::aggregate::create_aggregate_expr; -use datafusion_physical_expr_common::expressions::Literal; use itertools::Itertools; use jni::objects::GlobalRef; use num::{BigInt, ToPrimitive}; @@ -1009,7 +1009,7 @@ impl PhysicalPlanner { &join.left_join_keys, &join.right_join_keys, join.join_type, - &None, + &join.condition, )?; let sort_options = join @@ -1307,52 +1307,39 @@ impl PhysicalPlanner { Arc::new(Literal::new(ScalarValue::Int64(Some(0)))), )); - create_aggregate_expr( - &sum_udaf(), - &[child], - &[], - &[], - &[], - schema.as_ref(), - Some("count".to_string()), - false, - false, - ) - .map_err(|e| ExecutionError::DataFusionError(e.to_string())) + AggregateExprBuilder::new(sum_udaf(), vec![child]) + .schema(schema) + .alias("count") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| ExecutionError::DataFusionError(e.to_string())) } AggExprStruct::Min(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; let datatype = to_arrow_datatype(expr.datatype.as_ref().unwrap()); let child = Arc::new(CastExpr::new(child, datatype.clone(), None)); - create_aggregate_expr( - &min_udaf(), - &[child], - &[], - &[], - &[], - schema.as_ref(), - Some("min".to_string()), - false, - false, - ) - .map_err(|e| ExecutionError::DataFusionError(e.to_string())) + + AggregateExprBuilder::new(min_udaf(), vec![child]) + .schema(schema) + .alias("min") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| ExecutionError::DataFusionError(e.to_string())) } AggExprStruct::Max(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; let datatype = to_arrow_datatype(expr.datatype.as_ref().unwrap()); let child = Arc::new(CastExpr::new(child, datatype.clone(), None)); - create_aggregate_expr( - &max_udaf(), - &[child], - &[], - &[], - &[], - schema.as_ref(), - Some("max".to_string()), - false, - false, - ) - .map_err(|e| ExecutionError::DataFusionError(e.to_string())) + + AggregateExprBuilder::new(max_udaf(), vec![child]) + .schema(schema) + .alias("max") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| ExecutionError::DataFusionError(e.to_string())) } AggExprStruct::Sum(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; @@ -1366,18 +1353,14 @@ impl PhysicalPlanner { // cast to the result data type of SUM if necessary, we should not expect // a cast failure since it should have already been checked at Spark side let child = Arc::new(CastExpr::new(child, datatype.clone(), None)); - create_aggregate_expr( - &sum_udaf(), - &[child], - &[], - &[], - &[], - schema.as_ref(), - Some("sum".to_string()), - false, - false, - ) - .map_err(|e| ExecutionError::DataFusionError(e.to_string())) + + AggregateExprBuilder::new(sum_udaf(), vec![child]) + .schema(schema) + .alias("sum") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| ExecutionError::DataFusionError(e.to_string())) } } } @@ -1404,79 +1387,59 @@ impl PhysicalPlanner { AggExprStruct::First(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; let func = datafusion_expr::AggregateUDF::new_from_impl(FirstValue::new()); - create_aggregate_expr( - &func, - &[child], - &[], - &[], - &[], - &schema, - Some("first".to_string()), - false, - false, - ) - .map_err(|e| e.into()) + + AggregateExprBuilder::new(Arc::new(func), vec![child]) + .schema(schema) + .alias("first") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| e.into()) } AggExprStruct::Last(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; let func = datafusion_expr::AggregateUDF::new_from_impl(LastValue::new()); - create_aggregate_expr( - &func, - &[child], - &[], - &[], - &[], - &schema, - Some("last".to_string()), - false, - false, - ) - .map_err(|e| e.into()) + + AggregateExprBuilder::new(Arc::new(func), vec![child]) + .schema(schema) + .alias("last") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| e.into()) } AggExprStruct::BitAndAgg(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; - create_aggregate_expr( - &bit_and_udaf(), - &[child], - &[], - &[], - &[], - &schema, - Some("bit_and".to_string()), - false, - false, - ) - .map_err(|e| e.into()) + + AggregateExprBuilder::new(bit_and_udaf(), vec![child]) + .schema(schema) + .alias("bit_and") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| e.into()) } AggExprStruct::BitOrAgg(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; - create_aggregate_expr( - &bit_or_udaf(), - &[child], - &[], - &[], - &[], - &schema, - Some("bit_or".to_string()), - false, - false, - ) - .map_err(|e| e.into()) + + AggregateExprBuilder::new(bit_or_udaf(), vec![child]) + .schema(schema) + .alias("bit_or") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| e.into()) } AggExprStruct::BitXorAgg(expr) => { let child = self.create_expr(expr.child.as_ref().unwrap(), Arc::clone(&schema))?; - create_aggregate_expr( - &bit_xor_udaf(), - &[child], - &[], - &[], - &[], - &schema, - Some("bit_xor".to_string()), - false, - false, - ) - .map_err(|e| e.into()) + + AggregateExprBuilder::new(bit_xor_udaf(), vec![child]) + .schema(schema) + .alias("bit_xor") + .with_ignore_nulls(false) + .with_distinct(false) + .build() + .map_err(|e| e.into()) } AggExprStruct::Covariance(expr) => { let child1 = @@ -1676,11 +1639,10 @@ impl PhysicalPlanner { &window_func, window_func_name, &window_args, - &[], partition_by, sort_exprs, window_frame.into(), - &input_schema, + input_schema.as_ref(), false, // TODO: Ignore nulls ) .map_err(|e| ExecutionError::DataFusionError(e.to_string())) diff --git a/native/core/src/execution/operators/filter.rs b/native/core/src/execution/operators/filter.rs index fff656b432..6dfaf6bceb 100644 --- a/native/core/src/execution/operators/filter.rs +++ b/native/core/src/execution/operators/filter.rs @@ -126,7 +126,7 @@ impl FilterExec { let schema = input.schema(); if !check_support(predicate, &schema) { let selectivity = default_selectivity as f64 / 100.0; - let mut stats = input_stats.into_inexact(); + let mut stats = input_stats.to_inexact(); stats.num_rows = stats.num_rows.with_estimated_selectivity(selectivity); stats.total_byte_size = stats .total_byte_size @@ -318,7 +318,7 @@ fn collect_new_statistics( (Precision::Inexact(lower), Precision::Inexact(upper)) }; ColumnStatistics { - null_count: input_column_stats[idx].null_count.clone().to_inexact(), + null_count: input_column_stats[idx].null_count.to_inexact(), max_value, min_value, distinct_count: distinct_count.to_inexact(), diff --git a/native/proto/src/proto/operator.proto b/native/proto/src/proto/operator.proto index f20f48d81c..6a29e63307 100644 --- a/native/proto/src/proto/operator.proto +++ b/native/proto/src/proto/operator.proto @@ -108,6 +108,7 @@ message SortMergeJoin { repeated spark.spark_expression.Expr right_join_keys = 2; JoinType join_type = 3; repeated spark.spark_expression.Expr sort_options = 4; + optional spark.spark_expression.Expr condition = 5; } enum JoinType { diff --git a/native/spark-expr/Cargo.toml b/native/spark-expr/Cargo.toml index 1a8c8aeb4b..0a371a6e61 100644 --- a/native/spark-expr/Cargo.toml +++ b/native/spark-expr/Cargo.toml @@ -34,7 +34,6 @@ chrono = { workspace = true } datafusion = { workspace = true } datafusion-common = { workspace = true } datafusion-expr = { workspace = true } -datafusion-physical-expr-common = { workspace = true } datafusion-physical-expr = { workspace = true } datafusion-physical-plan = { workspace = true } chrono-tz = { workspace = true } diff --git a/native/spark-expr/benches/conditional.rs b/native/spark-expr/benches/conditional.rs index d86ef76f82..444928d5a0 100644 --- a/native/spark-expr/benches/conditional.rs +++ b/native/spark-expr/benches/conditional.rs @@ -23,10 +23,10 @@ use criterion::{black_box, criterion_group, criterion_main, Criterion}; use datafusion_comet_spark_expr::IfExpr; use datafusion_common::ScalarValue; use datafusion_expr::Operator; +use datafusion_physical_expr::expressions::Column; +use datafusion_physical_expr::expressions::Literal; use datafusion_physical_expr::expressions::{BinaryExpr, CaseExpr}; -use datafusion_physical_expr_common::expressions::column::Column; -use datafusion_physical_expr_common::expressions::Literal; -use datafusion_physical_expr_common::physical_expr::PhysicalExpr; +use datafusion_physical_expr::PhysicalExpr; use std::sync::Arc; fn make_col(name: &str, index: usize) -> Arc { diff --git a/native/spark-expr/src/regexp.rs b/native/spark-expr/src/regexp.rs index f5e0d53dc5..221fd1f047 100644 --- a/native/spark-expr/src/regexp.rs +++ b/native/spark-expr/src/regexp.rs @@ -24,7 +24,7 @@ use arrow_array::{Array, BooleanArray, DictionaryArray, RecordBatch, StringArray use arrow_schema::{DataType, Schema}; use datafusion_common::{internal_err, Result}; use datafusion_expr::ColumnarValue; -use datafusion_physical_expr_common::physical_expr::PhysicalExpr; +use datafusion_physical_expr::PhysicalExpr; use regex::Regex; use std::any::Any; use std::fmt::{Display, Formatter}; diff --git a/native/spark-expr/src/structs.rs b/native/spark-expr/src/structs.rs index b3c3737d20..49017b6710 100644 --- a/native/spark-expr/src/structs.rs +++ b/native/spark-expr/src/structs.rs @@ -239,8 +239,8 @@ mod test { use arrow_schema::{DataType, Field, Schema}; use datafusion_common::Result; use datafusion_expr::ColumnarValue; - use datafusion_physical_expr_common::expressions::column::Column; - use datafusion_physical_expr_common::physical_expr::PhysicalExpr; + use datafusion_physical_expr::expressions::Column; + use datafusion_physical_expr::PhysicalExpr; use std::sync::Arc; #[test] diff --git a/native/spark-expr/src/to_json.rs b/native/spark-expr/src/to_json.rs index 2b9a2c5407..7d38cbf1b6 100644 --- a/native/spark-expr/src/to_json.rs +++ b/native/spark-expr/src/to_json.rs @@ -25,7 +25,7 @@ use arrow_array::{Array, ArrayRef, RecordBatch, StringArray, StructArray}; use arrow_schema::{DataType, Schema}; use datafusion_common::Result; use datafusion_expr::ColumnarValue; -use datafusion_physical_expr_common::physical_expr::PhysicalExpr; +use datafusion_physical_expr::PhysicalExpr; use std::any::Any; use std::fmt::{Debug, Display, Formatter}; use std::hash::{Hash, Hasher}; diff --git a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala index 596bc945cf..bce8295e3e 100644 --- a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala +++ b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala @@ -2904,10 +2904,13 @@ object QueryPlanSerde extends Logging with ShimQueryPlanSerde with CometExprShim } } - // TODO: Support SortMergeJoin with join condition after new DataFusion release - if (join.condition.isDefined) { - withInfo(op, "Sort merge join with a join condition is not supported") - return None + val condition = join.condition.map { cond => + val condProto = exprToProto(cond, join.left.output ++ join.right.output) + if (condProto.isEmpty) { + withInfo(join, cond) + return None + } + condProto.get } val joinType = join.joinType match { @@ -2916,7 +2919,11 @@ object QueryPlanSerde extends Logging with ShimQueryPlanSerde with CometExprShim case RightOuter => JoinType.RightOuter case FullOuter => JoinType.FullOuter case LeftSemi => JoinType.LeftSemi - case LeftAnti => JoinType.LeftAnti + // TODO: DF SMJ with join condition fails TPCH q21 + case LeftAnti if condition.isEmpty => JoinType.LeftAnti + case LeftAnti => + withInfo(join, "LeftAnti SMJ join with condition is not supported") + return None case _ => // Spark doesn't support other join types withInfo(op, s"Unsupported join type ${join.joinType}") @@ -2953,6 +2960,7 @@ object QueryPlanSerde extends Logging with ShimQueryPlanSerde with CometExprShim .addAllSortOptions(sortOptions.map(_.get).asJava) .addAllLeftJoinKeys(leftKeys.map(_.get).asJava) .addAllRightJoinKeys(rightKeys.map(_.get).asJava) + condition.map(joinBuilder.setCondition) Some(result.setSortMergeJoin(joinBuilder).build()) } else { val allExprs: Seq[Expression] = join.leftKeys ++ join.rightKeys diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/explain.txt index 4890b44369..0f3c217d53 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.catalog_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.call_center (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * ColumnarToRow (36) + +- CometHashAggregate (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.catalog_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.call_center (29) (1) Scan parquet spark_catalog.default.catalog_sales @@ -69,192 +64,170 @@ Arguments: hashpartitioning(cs_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] - -(7) Scan parquet spark_catalog.default.catalog_sales +(6) Scan parquet spark_catalog.default.catalog_sales Output [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_warehouse_sk#9, cs_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: hashpartitioning(cs_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [cs_warehouse_sk#9, cs_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cs_order_number#10] -Join type: LeftSemi -Join condition: NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [2]: [cs_warehouse_sk#9, cs_order_number#10] +Arguments: [cs_order_number#5], [cs_order_number#10], LeftSemi, NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(11) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(14) Scan parquet spark_catalog.default.catalog_returns +(12) Scan parquet spark_catalog.default.catalog_returns Output [2]: [cr_order_number#12, cr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [cr_order_number#12, cr_returned_date_sk#13] Arguments: [cr_order_number#12], [cr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [cr_order_number#12] Arguments: hashpartitioning(cr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [cr_order_number#12] Arguments: [cr_order_number#12], [cr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [cr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cr_order_number#12] +Arguments: [cs_order_number#5], [cr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,2002-02-01), LessThanOrEqual(d_date,2002-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 2002-02-01)) AND (d_date#15 <= 2002-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] +Arguments: [d_date_sk#14] -(24) BroadcastExchange -Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +(21) CometBroadcastHashJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [cs_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None - -(26) Project [codegen id : 8] -Output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(22) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, d_date_sk#14] +Arguments: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,GA), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = GA)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [cs_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(28) CometProject Input [6]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, ca_address_sk#16] +Arguments: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(34) Scan parquet spark_catalog.default.call_center +(29) Scan parquet spark_catalog.default.call_center Output [2]: [cc_call_center_sk#18, cc_county#19] Batched: true Location [not included in comparison]/{warehouse_dir}/call_center] PushedFilters: [IsNotNull(cc_county), EqualTo(cc_county,Williamson County), IsNotNull(cc_call_center_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [cc_call_center_sk#18, cc_county#19] Condition : ((isnotnull(cc_county#19) AND (cc_county#19 = Williamson County)) AND isnotnull(cc_call_center_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [cc_call_center_sk#18, cc_county#19] Arguments: [cc_call_center_sk#18], [cc_call_center_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [cc_call_center_sk#18] +Arguments: [cc_call_center_sk#18] -(38) BroadcastExchange -Input [1]: [cc_call_center_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_call_center_sk#3] -Right keys [1]: [cc_call_center_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cc_call_center_sk#18] +Arguments: [cs_call_center_sk#3], [cc_call_center_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(34) CometProject Input [5]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, cc_call_center_sk#18] +Arguments: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(41) HashAggregate [codegen id : 8] +(35) CometHashAggregate Input [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Keys [1]: [cs_order_number#5] Functions [2]: [partial_sum(UnscaledValue(cs_ext_ship_cost#6)), partial_sum(UnscaledValue(cs_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] -Results [3]: [cs_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] -Input [3]: [cs_order_number#5, sum#22, sum#23] +(36) ColumnarToRow [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] + +(37) HashAggregate [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] Keys [1]: [cs_order_number#5] Functions [2]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] -Results [3]: [cs_order_number#5, sum#22, sum#23] +Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23] +Results [3]: [cs_order_number#5, sum#20, sum#21] -(43) HashAggregate [codegen id : 8] -Input [3]: [cs_order_number#5, sum#22, sum#23] +(38) HashAggregate [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] Keys: [] Functions [3]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7)), partial_count(distinct cs_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21, count(cs_order_number#5)#24] -Results [3]: [sum#22, sum#23, count#25] +Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23, count(cs_order_number#5)#24] +Results [3]: [sum#20, sum#21, count#25] -(44) Exchange -Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(39) Exchange +Input [3]: [sum#20, sum#21, count#25] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] -Input [3]: [sum#22, sum#23, count#25] +(40) HashAggregate [codegen id : 2] +Input [3]: [sum#20, sum#21, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(cs_ext_ship_cost#6)), sum(UnscaledValue(cs_net_profit#7)), count(distinct cs_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21, count(cs_order_number#5)#24] -Results [3]: [count(cs_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(cs_ext_ship_cost#6))#20,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(cs_net_profit#7))#21,17,2) AS total net profit #28] +Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23, count(cs_order_number#5)#24] +Results [3]: [count(cs_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(cs_ext_ship_cost#6))#22,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(cs_net_profit#7))#23,17,2) AS total net profit #28] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/simplified.txt index 18ba393269..f054ee03e9 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q16/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),sum,sum,count,sum,sum,count] HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] - HashAggregate [cs_order_number,cs_ext_ship_cost,cs_net_profit] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] - Project [cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_call_center_sk,cc_call_center_sk] - Project [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_addr_sk,ca_address_sk] - Project [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_date_sk,d_date_sk] - SortMergeJoin [cs_order_number,cr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - SortMergeJoin [cs_order_number,cs_order_number,cs_warehouse_sk,cs_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometExchange [cs_order_number] #2 - CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [cs_warehouse_sk,cs_order_number] - CometExchange [cs_order_number] #3 - CometProject [cs_warehouse_sk,cs_order_number] - CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [cr_order_number] - CometExchange [cr_order_number] #4 - CometProject [cr_order_number] - CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [cc_call_center_sk] - CometFilter [cc_call_center_sk,cc_county] - CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] + ColumnarToRow + InputAdapter + CometHashAggregate [cs_order_number,sum,sum,cs_ext_ship_cost,cs_net_profit] + CometProject [cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cc_call_center_sk] + CometProject [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,ca_address_sk] + CometProject [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,d_date_sk] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cr_order_number] + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_order_number,cs_warehouse_sk] + CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometExchange [cs_order_number] #2 + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometSort [cs_warehouse_sk,cs_order_number] + CometExchange [cs_order_number] #3 + CometProject [cs_warehouse_sk,cs_order_number] + CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] + CometSort [cr_order_number] + CometExchange [cr_order_number] #4 + CometProject [cr_order_number] + CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [cc_call_center_sk] #7 + CometProject [cc_call_center_sk] + CometFilter [cc_call_center_sk,cc_county] + CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/explain.txt index 35bc188556..a3d3c45317 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/explain.txt @@ -1,180 +1,177 @@ == Physical Plan == -* ColumnarToRow (176) -+- CometSort (175) - +- CometColumnarExchange (174) - +- RowToColumnar (173) - +- * Project (172) - +- * SortMergeJoin Inner (171) - :- * ColumnarToRow (101) - : +- CometSort (100) - : +- CometExchange (99) - : +- CometHashAggregate (98) - : +- CometHashAggregate (97) - : +- CometProject (96) - : +- CometBroadcastHashJoin (95) - : :- CometProject (90) - : : +- CometBroadcastHashJoin (89) - : : :- CometProject (87) - : : : +- CometBroadcastHashJoin (86) - : : : :- CometProject (82) - : : : : +- CometBroadcastHashJoin (81) - : : : : :- CometProject (79) - : : : : : +- CometBroadcastHashJoin (78) - : : : : : :- CometProject (74) - : : : : : : +- CometBroadcastHashJoin (73) - : : : : : : :- CometProject (71) - : : : : : : : +- CometBroadcastHashJoin (70) - : : : : : : : :- CometProject (66) - : : : : : : : : +- CometBroadcastHashJoin (65) - : : : : : : : : :- CometProject (61) - : : : : : : : : : +- CometBroadcastHashJoin (60) - : : : : : : : : : :- CometProject (58) - : : : : : : : : : : +- CometBroadcastHashJoin (57) - : : : : : : : : : : :- CometProject (53) - : : : : : : : : : : : +- CometBroadcastHashJoin (52) - : : : : : : : : : : : :- CometProject (50) - : : : : : : : : : : : : +- CometBroadcastHashJoin (49) - : : : : : : : : : : : : :- CometProject (45) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) - : : : : : : : : : : : : : :- CometProject (40) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) - : : : : : : : : : : : : : : :- CometProject (35) - : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) - : : : : : : : : : : : : : : : :- CometProject (30) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) - : : : : : : : : : : : : : : : : :- CometSort (10) - : : : : : : : : : : : : : : : : : +- CometExchange (9) - : : : : : : : : : : : : : : : : : +- CometProject (8) - : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) - : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) - : : : : : : : : : : : : : : : : : : +- CometFilter (2) - : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) - : : : : : : : : : : : : : : : : : +- CometProject (6) - : : : : : : : : : : : : : : : : : +- CometFilter (5) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) - : : : : : : : : : : : : : : : : +- CometSort (28) - : : : : : : : : : : : : : : : : +- CometProject (27) - : : : : : : : : : : : : : : : : +- CometFilter (26) - : : : : : : : : : : : : : : : : +- CometHashAggregate (25) - : : : : : : : : : : : : : : : : +- CometExchange (24) - : : : : : : : : : : : : : : : : +- CometHashAggregate (23) - : : : : : : : : : : : : : : : : +- CometProject (22) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) - : : : : : : : : : : : : : : : : :- CometSort (15) - : : : : : : : : : : : : : : : : : +- CometExchange (14) - : : : : : : : : : : : : : : : : : +- CometProject (13) - : : : : : : : : : : : : : : : : : +- CometFilter (12) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) - : : : : : : : : : : : : : : : : +- CometSort (20) - : : : : : : : : : : : : : : : : +- CometExchange (19) - : : : : : : : : : : : : : : : : +- CometProject (18) - : : : : : : : : : : : : : : : : +- CometFilter (17) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) - : : : : : : : : : : : : : : : +- CometFilter (32) - : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) - : : : : : : : : : : : : : : +- CometBroadcastExchange (38) - : : : : : : : : : : : : : : +- CometFilter (37) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) - : : : : : : : : : : : : : +- CometBroadcastExchange (43) - : : : : : : : : : : : : : +- CometFilter (42) - : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) - : : : : : : : : : : : : +- CometBroadcastExchange (48) - : : : : : : : : : : : : +- CometFilter (47) - : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) - : : : : : : : : : : : +- ReusedExchange (51) - : : : : : : : : : : +- CometBroadcastExchange (56) - : : : : : : : : : : +- CometFilter (55) - : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) - : : : : : : : : : +- ReusedExchange (59) - : : : : : : : : +- CometBroadcastExchange (64) - : : : : : : : : +- CometFilter (63) - : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) - : : : : : : : +- CometBroadcastExchange (69) - : : : : : : : +- CometFilter (68) - : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) - : : : : : : +- ReusedExchange (72) - : : : : : +- CometBroadcastExchange (77) - : : : : : +- CometFilter (76) - : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) - : : : : +- ReusedExchange (80) - : : : +- CometBroadcastExchange (85) - : : : +- CometFilter (84) - : : : +- CometScan parquet spark_catalog.default.income_band (83) - : : +- ReusedExchange (88) - : +- CometBroadcastExchange (94) - : +- CometProject (93) - : +- CometFilter (92) - : +- CometScan parquet spark_catalog.default.item (91) - +- * ColumnarToRow (170) - +- CometSort (169) - +- CometExchange (168) - +- CometHashAggregate (167) - +- CometHashAggregate (166) - +- CometProject (165) - +- CometBroadcastHashJoin (164) - :- CometProject (162) - : +- CometBroadcastHashJoin (161) - : :- CometProject (159) - : : +- CometBroadcastHashJoin (158) - : : :- CometProject (156) - : : : +- CometBroadcastHashJoin (155) - : : : :- CometProject (153) - : : : : +- CometBroadcastHashJoin (152) - : : : : :- CometProject (150) - : : : : : +- CometBroadcastHashJoin (149) - : : : : : :- CometProject (147) - : : : : : : +- CometBroadcastHashJoin (146) - : : : : : : :- CometProject (144) - : : : : : : : +- CometBroadcastHashJoin (143) - : : : : : : : :- CometProject (141) - : : : : : : : : +- CometBroadcastHashJoin (140) - : : : : : : : : :- CometProject (138) - : : : : : : : : : +- CometBroadcastHashJoin (137) - : : : : : : : : : :- CometProject (135) - : : : : : : : : : : +- CometBroadcastHashJoin (134) - : : : : : : : : : : :- CometProject (132) - : : : : : : : : : : : +- CometBroadcastHashJoin (131) - : : : : : : : : : : : :- CometProject (129) - : : : : : : : : : : : : +- CometBroadcastHashJoin (128) - : : : : : : : : : : : : :- CometProject (126) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (125) - : : : : : : : : : : : : : :- CometProject (123) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (122) - : : : : : : : : : : : : : : :- CometProject (118) - : : : : : : : : : : : : : : : +- CometSortMergeJoin (117) - : : : : : : : : : : : : : : : :- CometSort (111) - : : : : : : : : : : : : : : : : +- CometExchange (110) - : : : : : : : : : : : : : : : : +- CometProject (109) - : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (108) - : : : : : : : : : : : : : : : : :- CometBroadcastExchange (104) - : : : : : : : : : : : : : : : : : +- CometFilter (103) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (102) - : : : : : : : : : : : : : : : : +- CometProject (107) - : : : : : : : : : : : : : : : : +- CometFilter (106) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (105) - : : : : : : : : : : : : : : : +- CometSort (116) - : : : : : : : : : : : : : : : +- CometProject (115) - : : : : : : : : : : : : : : : +- CometFilter (114) - : : : : : : : : : : : : : : : +- CometHashAggregate (113) - : : : : : : : : : : : : : : : +- ReusedExchange (112) - : : : : : : : : : : : : : : +- CometBroadcastExchange (121) - : : : : : : : : : : : : : : +- CometFilter (120) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (119) - : : : : : : : : : : : : : +- ReusedExchange (124) - : : : : : : : : : : : : +- ReusedExchange (127) - : : : : : : : : : : : +- ReusedExchange (130) - : : : : : : : : : : +- ReusedExchange (133) - : : : : : : : : : +- ReusedExchange (136) - : : : : : : : : +- ReusedExchange (139) - : : : : : : : +- ReusedExchange (142) - : : : : : : +- ReusedExchange (145) - : : : : : +- ReusedExchange (148) - : : : : +- ReusedExchange (151) - : : : +- ReusedExchange (154) - : : +- ReusedExchange (157) - : +- ReusedExchange (160) - +- ReusedExchange (163) +* ColumnarToRow (173) ++- CometSort (172) + +- CometColumnarExchange (171) + +- CometProject (170) + +- CometSortMergeJoin (169) + :- CometSort (100) + : +- CometExchange (99) + : +- CometHashAggregate (98) + : +- CometHashAggregate (97) + : +- CometProject (96) + : +- CometBroadcastHashJoin (95) + : :- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometProject (82) + : : : : +- CometBroadcastHashJoin (81) + : : : : :- CometProject (79) + : : : : : +- CometBroadcastHashJoin (78) + : : : : : :- CometProject (74) + : : : : : : +- CometBroadcastHashJoin (73) + : : : : : : :- CometProject (71) + : : : : : : : +- CometBroadcastHashJoin (70) + : : : : : : : :- CometProject (66) + : : : : : : : : +- CometBroadcastHashJoin (65) + : : : : : : : : :- CometProject (61) + : : : : : : : : : +- CometBroadcastHashJoin (60) + : : : : : : : : : :- CometProject (58) + : : : : : : : : : : +- CometBroadcastHashJoin (57) + : : : : : : : : : : :- CometProject (53) + : : : : : : : : : : : +- CometBroadcastHashJoin (52) + : : : : : : : : : : : :- CometProject (50) + : : : : : : : : : : : : +- CometBroadcastHashJoin (49) + : : : : : : : : : : : : :- CometProject (45) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) + : : : : : : : : : : : : : :- CometProject (40) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) + : : : : : : : : : : : : : : :- CometProject (35) + : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) + : : : : : : : : : : : : : : : :- CometProject (30) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) + : : : : : : : : : : : : : : : : :- CometSort (10) + : : : : : : : : : : : : : : : : : +- CometExchange (9) + : : : : : : : : : : : : : : : : : +- CometProject (8) + : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) + : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) + : : : : : : : : : : : : : : : : : : +- CometFilter (2) + : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) + : : : : : : : : : : : : : : : : : +- CometProject (6) + : : : : : : : : : : : : : : : : : +- CometFilter (5) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) + : : : : : : : : : : : : : : : : +- CometSort (28) + : : : : : : : : : : : : : : : : +- CometProject (27) + : : : : : : : : : : : : : : : : +- CometFilter (26) + : : : : : : : : : : : : : : : : +- CometHashAggregate (25) + : : : : : : : : : : : : : : : : +- CometExchange (24) + : : : : : : : : : : : : : : : : +- CometHashAggregate (23) + : : : : : : : : : : : : : : : : +- CometProject (22) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) + : : : : : : : : : : : : : : : : :- CometSort (15) + : : : : : : : : : : : : : : : : : +- CometExchange (14) + : : : : : : : : : : : : : : : : : +- CometProject (13) + : : : : : : : : : : : : : : : : : +- CometFilter (12) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) + : : : : : : : : : : : : : : : : +- CometSort (20) + : : : : : : : : : : : : : : : : +- CometExchange (19) + : : : : : : : : : : : : : : : : +- CometProject (18) + : : : : : : : : : : : : : : : : +- CometFilter (17) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) + : : : : : : : : : : : : : : : +- CometFilter (32) + : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) + : : : : : : : : : : : : : : +- CometBroadcastExchange (38) + : : : : : : : : : : : : : : +- CometFilter (37) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) + : : : : : : : : : : : : : +- CometBroadcastExchange (43) + : : : : : : : : : : : : : +- CometFilter (42) + : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) + : : : : : : : : : : : : +- CometBroadcastExchange (48) + : : : : : : : : : : : : +- CometFilter (47) + : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) + : : : : : : : : : : : +- ReusedExchange (51) + : : : : : : : : : : +- CometBroadcastExchange (56) + : : : : : : : : : : +- CometFilter (55) + : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) + : : : : : : : : : +- ReusedExchange (59) + : : : : : : : : +- CometBroadcastExchange (64) + : : : : : : : : +- CometFilter (63) + : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) + : : : : : : : +- CometBroadcastExchange (69) + : : : : : : : +- CometFilter (68) + : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) + : : : : : : +- ReusedExchange (72) + : : : : : +- CometBroadcastExchange (77) + : : : : : +- CometFilter (76) + : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) + : : : : +- ReusedExchange (80) + : : : +- CometBroadcastExchange (85) + : : : +- CometFilter (84) + : : : +- CometScan parquet spark_catalog.default.income_band (83) + : : +- ReusedExchange (88) + : +- CometBroadcastExchange (94) + : +- CometProject (93) + : +- CometFilter (92) + : +- CometScan parquet spark_catalog.default.item (91) + +- CometSort (168) + +- CometExchange (167) + +- CometHashAggregate (166) + +- CometHashAggregate (165) + +- CometProject (164) + +- CometBroadcastHashJoin (163) + :- CometProject (161) + : +- CometBroadcastHashJoin (160) + : :- CometProject (158) + : : +- CometBroadcastHashJoin (157) + : : :- CometProject (155) + : : : +- CometBroadcastHashJoin (154) + : : : :- CometProject (152) + : : : : +- CometBroadcastHashJoin (151) + : : : : :- CometProject (149) + : : : : : +- CometBroadcastHashJoin (148) + : : : : : :- CometProject (146) + : : : : : : +- CometBroadcastHashJoin (145) + : : : : : : :- CometProject (143) + : : : : : : : +- CometBroadcastHashJoin (142) + : : : : : : : :- CometProject (140) + : : : : : : : : +- CometBroadcastHashJoin (139) + : : : : : : : : :- CometProject (137) + : : : : : : : : : +- CometBroadcastHashJoin (136) + : : : : : : : : : :- CometProject (134) + : : : : : : : : : : +- CometBroadcastHashJoin (133) + : : : : : : : : : : :- CometProject (131) + : : : : : : : : : : : +- CometBroadcastHashJoin (130) + : : : : : : : : : : : :- CometProject (128) + : : : : : : : : : : : : +- CometBroadcastHashJoin (127) + : : : : : : : : : : : : :- CometProject (125) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (124) + : : : : : : : : : : : : : :- CometProject (122) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (121) + : : : : : : : : : : : : : : :- CometProject (117) + : : : : : : : : : : : : : : : +- CometSortMergeJoin (116) + : : : : : : : : : : : : : : : :- CometSort (110) + : : : : : : : : : : : : : : : : +- CometExchange (109) + : : : : : : : : : : : : : : : : +- CometProject (108) + : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (107) + : : : : : : : : : : : : : : : : :- CometBroadcastExchange (103) + : : : : : : : : : : : : : : : : : +- CometFilter (102) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (101) + : : : : : : : : : : : : : : : : +- CometProject (106) + : : : : : : : : : : : : : : : : +- CometFilter (105) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (104) + : : : : : : : : : : : : : : : +- CometSort (115) + : : : : : : : : : : : : : : : +- CometProject (114) + : : : : : : : : : : : : : : : +- CometFilter (113) + : : : : : : : : : : : : : : : +- CometHashAggregate (112) + : : : : : : : : : : : : : : : +- ReusedExchange (111) + : : : : : : : : : : : : : : +- CometBroadcastExchange (120) + : : : : : : : : : : : : : : +- CometFilter (119) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (118) + : : : : : : : : : : : : : +- ReusedExchange (123) + : : : : : : : : : : : : +- ReusedExchange (126) + : : : : : : : : : : : +- ReusedExchange (129) + : : : : : : : : : : +- ReusedExchange (132) + : : : : : : : : : +- ReusedExchange (135) + : : : : : : : : +- ReusedExchange (138) + : : : : : : : +- ReusedExchange (141) + : : : : : : +- ReusedExchange (144) + : : : : : +- ReusedExchange (147) + : : : : +- ReusedExchange (150) + : : : +- ReusedExchange (153) + : : +- ReusedExchange (156) + : +- ReusedExchange (159) + +- ReusedExchange (162) (1) Scan parquet spark_catalog.default.store_sales @@ -637,10 +634,7 @@ Arguments: hashpartitioning(item_sk#77, store_name#78, store_zip#79, 5), ENSURE_ Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] Arguments: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92], [item_sk#77 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, store_zip#79 ASC NULLS FIRST] -(101) ColumnarToRow [codegen id : 1] -Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] - -(102) Scan parquet spark_catalog.default.store_sales +(101) Scan parquet spark_catalog.default.store_sales Output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -648,361 +642,354 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#104), dynamicpruningexpression(ss_s PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_ticket_number), IsNotNull(ss_store_sk), IsNotNull(ss_customer_sk), IsNotNull(ss_cdemo_sk), IsNotNull(ss_promo_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_addr_sk)] ReadSchema: struct -(103) CometFilter +(102) CometFilter Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Condition : (((((((isnotnull(ss_item_sk#93) AND isnotnull(ss_ticket_number#100)) AND isnotnull(ss_store_sk#98)) AND isnotnull(ss_customer_sk#94)) AND isnotnull(ss_cdemo_sk#95)) AND isnotnull(ss_promo_sk#99)) AND isnotnull(ss_hdemo_sk#96)) AND isnotnull(ss_addr_sk#97)) -(104) CometBroadcastExchange +(103) CometBroadcastExchange Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(105) Scan parquet spark_catalog.default.store_returns +(104) Scan parquet spark_catalog.default.store_returns Output [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Batched: true Location [not included in comparison]/{warehouse_dir}/store_returns] PushedFilters: [IsNotNull(sr_item_sk), IsNotNull(sr_ticket_number)] ReadSchema: struct -(106) CometFilter +(105) CometFilter Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Condition : (isnotnull(sr_item_sk#106) AND isnotnull(sr_ticket_number#107)) -(107) CometProject +(106) CometProject Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Arguments: [sr_item_sk#106, sr_ticket_number#107], [sr_item_sk#106, sr_ticket_number#107] -(108) CometBroadcastHashJoin +(107) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_ticket_number#100], [sr_item_sk#106, sr_ticket_number#107], Inner, BuildLeft -(109) CometProject +(108) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(110) CometExchange +(109) CometExchange Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: hashpartitioning(ss_item_sk#93, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6] -(111) CometSort +(110) CometSort Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93 ASC NULLS FIRST] -(112) ReusedExchange [Reuses operator id: 24] +(111) ReusedExchange [Reuses operator id: 24] Output [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] -(113) CometHashAggregate +(112) CometHashAggregate Input [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] Keys [1]: [cs_item_sk#109] Functions [2]: [sum(UnscaledValue(cs_ext_list_price#113)), sum(((cr_refunded_cash#114 + cr_reversed_charge#115) + cr_store_credit#116))] -(114) CometFilter +(113) CometFilter Input [3]: [cs_item_sk#109, sale#30, refund#31] Condition : ((isnotnull(sale#30) AND isnotnull(refund#31)) AND (cast(sale#30 as decimal(21,2)) > (2 * refund#31))) -(115) CometProject +(114) CometProject Input [3]: [cs_item_sk#109, sale#30, refund#31] Arguments: [cs_item_sk#109], [cs_item_sk#109] -(116) CometSort +(115) CometSort Input [1]: [cs_item_sk#109] Arguments: [cs_item_sk#109], [cs_item_sk#109 ASC NULLS FIRST] -(117) CometSortMergeJoin +(116) CometSortMergeJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [1]: [cs_item_sk#109] Arguments: [ss_item_sk#93], [cs_item_sk#109], Inner -(118) CometProject +(117) CometProject Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, cs_item_sk#109] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(119) Scan parquet spark_catalog.default.date_dim +(118) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(120) CometFilter +(119) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(121) CometBroadcastExchange +(120) CometBroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: [d_date_sk#117, d_year#118] -(122) CometBroadcastHashJoin +(121) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [d_date_sk#117, d_year#118] Arguments: [ss_sold_date_sk#104], [d_date_sk#117], Inner, BuildRight -(123) CometProject +(122) CometProject Input [13]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, d_date_sk#117, d_year#118] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] -(124) ReusedExchange [Reuses operator id: 38] +(123) ReusedExchange [Reuses operator id: 38] Output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] -(125) CometBroadcastHashJoin +(124) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] Right output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_store_sk#98], [s_store_sk#119], Inner, BuildRight -(126) CometProject +(125) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] -(127) ReusedExchange [Reuses operator id: 43] +(126) ReusedExchange [Reuses operator id: 43] Output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(128) CometBroadcastHashJoin +(127) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] Right output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_customer_sk#94], [c_customer_sk#122], Inner, BuildRight -(129) CometProject +(128) CometProject Input [18]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(130) ReusedExchange [Reuses operator id: 48] +(129) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#128, d_year#129] -(131) CometBroadcastHashJoin +(130) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Right output [2]: [d_date_sk#128, d_year#129] Arguments: [c_first_sales_date_sk#127], [d_date_sk#128], Inner, BuildRight -(132) CometProject +(131) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127, d_date_sk#128, d_year#129] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] -(133) ReusedExchange [Reuses operator id: 48] +(132) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#130, d_year#131] -(134) CometBroadcastHashJoin +(133) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] Right output [2]: [d_date_sk#130, d_year#131] Arguments: [c_first_shipto_date_sk#126], [d_date_sk#130], Inner, BuildRight -(135) CometProject +(134) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129, d_date_sk#130, d_year#131] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(136) ReusedExchange [Reuses operator id: 56] +(135) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#132, cd_marital_status#133] -(137) CometBroadcastHashJoin +(136) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_cdemo_sk#95], [cd_demo_sk#132], Inner, BuildRight -(138) CometProject +(137) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] -(139) ReusedExchange [Reuses operator id: 56] +(138) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#134, cd_marital_status#135] -(140) CometBroadcastHashJoin +(139) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] Right output [2]: [cd_demo_sk#134, cd_marital_status#135] Arguments: [c_current_cdemo_sk#123], [cd_demo_sk#134], Inner, NOT (cd_marital_status#133 = cd_marital_status#135), BuildRight -(141) CometProject +(140) CometProject Input [18]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133, cd_demo_sk#134, cd_marital_status#135] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(142) ReusedExchange [Reuses operator id: 64] +(141) ReusedExchange [Reuses operator id: 64] Output [1]: [p_promo_sk#136] -(143) CometBroadcastHashJoin +(142) CometBroadcastHashJoin Left output [14]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [1]: [p_promo_sk#136] Arguments: [ss_promo_sk#99], [p_promo_sk#136], Inner, BuildRight -(144) CometProject +(143) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, p_promo_sk#136] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(145) ReusedExchange [Reuses operator id: 69] +(144) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#137, hd_income_band_sk#138] -(146) CometBroadcastHashJoin +(145) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_hdemo_sk#96], [hd_demo_sk#137], Inner, BuildRight -(147) CometProject +(146) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] -(148) ReusedExchange [Reuses operator id: 69] +(147) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#139, hd_income_band_sk#140] -(149) CometBroadcastHashJoin +(148) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] Right output [2]: [hd_demo_sk#139, hd_income_band_sk#140] Arguments: [c_current_hdemo_sk#124], [hd_demo_sk#139], Inner, BuildRight -(150) CometProject +(149) CometProject Input [15]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_demo_sk#139, hd_income_band_sk#140] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] -(151) ReusedExchange [Reuses operator id: 77] +(150) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(152) CometBroadcastHashJoin +(151) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] Right output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_addr_sk#97], [ca_address_sk#141], Inner, BuildRight -(153) CometProject +(152) CometProject Input [18]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(154) ReusedExchange [Reuses operator id: 77] +(153) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(155) CometBroadcastHashJoin +(154) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Right output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [c_current_addr_sk#125], [ca_address_sk#146], Inner, BuildRight -(156) CometProject +(155) CometProject Input [21]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(157) ReusedExchange [Reuses operator id: 85] +(156) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#151] -(158) CometBroadcastHashJoin +(157) CometBroadcastHashJoin Left output [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#151] Arguments: [hd_income_band_sk#138], [ib_income_band_sk#151], Inner, BuildRight -(159) CometProject +(158) CometProject Input [20]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#151] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(160) ReusedExchange [Reuses operator id: 85] +(159) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#152] -(161) CometBroadcastHashJoin +(160) CometBroadcastHashJoin Left output [18]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#152] Arguments: [hd_income_band_sk#140], [ib_income_band_sk#152], Inner, BuildRight -(162) CometProject +(161) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#152] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(163) ReusedExchange [Reuses operator id: 94] +(162) ReusedExchange [Reuses operator id: 94] Output [2]: [i_item_sk#153, i_product_name#154] -(164) CometBroadcastHashJoin +(163) CometBroadcastHashJoin Left output [17]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [2]: [i_item_sk#153, i_product_name#154] Arguments: [ss_item_sk#93], [i_item_sk#153], Inner, BuildRight -(165) CometProject +(164) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Arguments: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154], [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] -(166) CometHashAggregate +(165) CometHashAggregate Input [18]: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [partial_count(1), partial_sum(UnscaledValue(ss_wholesale_cost#101)), partial_sum(UnscaledValue(ss_list_price#102)), partial_sum(UnscaledValue(ss_coupon_amt#103))] -(167) CometHashAggregate +(166) CometHashAggregate Input [19]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131, count#72, sum#155, sum#156, sum#157] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [count(1), sum(UnscaledValue(ss_wholesale_cost#101)), sum(UnscaledValue(ss_list_price#102)), sum(UnscaledValue(ss_coupon_amt#103))] -(168) CometExchange +(167) CometExchange Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: hashpartitioning(item_sk#158, store_name#159, store_zip#160, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7] -(169) CometSort +(168) CometSort Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165], [item_sk#158 ASC NULLS FIRST, store_name#159 ASC NULLS FIRST, store_zip#160 ASC NULLS FIRST] -(170) ColumnarToRow [codegen id : 2] -Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] - -(171) SortMergeJoin [codegen id : 3] -Left keys [3]: [item_sk#77, store_name#78, store_zip#79] -Right keys [3]: [item_sk#158, store_name#159, store_zip#160] -Join type: Inner -Join condition: (cnt#162 <= cnt#89) +(169) CometSortMergeJoin +Left output [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] +Right output [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [item_sk#77, store_name#78, store_zip#79], [item_sk#158, store_name#159, store_zip#160], Inner, (cnt#162 <= cnt#89) -(172) Project [codegen id : 3] -Output [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] +(170) CometProject Input [25]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] -(173) RowToColumnar -Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] - -(174) CometColumnarExchange +(171) CometColumnarExchange Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: rangepartitioning(product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=8] -(175) CometSort +(172) CometSort Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST] -(176) ColumnarToRow [codegen id : 4] +(173) ColumnarToRow [codegen id : 1] Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#12 IN dynamicpruning#13 -BroadcastExchange (180) -+- * ColumnarToRow (179) - +- CometFilter (178) - +- CometScan parquet spark_catalog.default.date_dim (177) +BroadcastExchange (177) ++- * ColumnarToRow (176) + +- CometFilter (175) + +- CometScan parquet spark_catalog.default.date_dim (174) -(177) Scan parquet spark_catalog.default.date_dim +(174) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#32, d_year#33] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,1999), IsNotNull(d_date_sk)] ReadSchema: struct -(178) CometFilter +(175) CometFilter Input [2]: [d_date_sk#32, d_year#33] Condition : ((isnotnull(d_year#33) AND (d_year#33 = 1999)) AND isnotnull(d_date_sk#32)) -(179) ColumnarToRow [codegen id : 1] +(176) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#32, d_year#33] -(180) BroadcastExchange +(177) BroadcastExchange Input [2]: [d_date_sk#32, d_year#33] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9] -Subquery:2 Hosting operator id = 102 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 -BroadcastExchange (184) -+- * ColumnarToRow (183) - +- CometFilter (182) - +- CometScan parquet spark_catalog.default.date_dim (181) +Subquery:2 Hosting operator id = 101 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 +BroadcastExchange (181) ++- * ColumnarToRow (180) + +- CometFilter (179) + +- CometScan parquet spark_catalog.default.date_dim (178) -(181) Scan parquet spark_catalog.default.date_dim +(178) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(182) CometFilter +(179) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(183) ColumnarToRow [codegen id : 1] +(180) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#117, d_year#118] -(184) BroadcastExchange +(181) BroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=10] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/simplified.txt index 665cf4e991..49a08d6f8b 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q64/simplified.txt @@ -1,199 +1,189 @@ -WholeStageCodegen (4) +WholeStageCodegen (1) ColumnarToRow InputAdapter CometSort [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] CometColumnarExchange [product_name,store_name,cnt] #1 - RowToColumnar - WholeStageCodegen (3) - Project [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] - SortMergeJoin [item_sk,store_name,store_zip,item_sk,store_name,store_zip,cnt,cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #2 - CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #3 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - CometExchange [cs_item_sk] #6 - CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] - CometExchange [cs_item_sk,cs_order_number] #7 - CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] - CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometExchange [cr_item_sk,cr_order_number] #8 - CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #9 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 - CometFilter [s_store_sk,s_store_name,s_zip] - CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] - CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #12 + CometProject [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] + CometSortMergeJoin [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #2 + CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #3 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + CometExchange [cs_item_sk] #6 + CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] + CometExchange [cs_item_sk,cs_order_number] #7 + CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] + CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometExchange [cr_item_sk,cr_order_number] #8 + CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #9 CometFilter [d_date_sk,d_year] CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [d_date_sk,d_year] #12 - CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 - CometFilter [cd_demo_sk,cd_marital_status] - CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - CometBroadcastExchange [p_promo_sk] #14 - CometFilter [p_promo_sk] - CometScan parquet spark_catalog.default.promotion [p_promo_sk] - CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 - CometFilter [hd_demo_sk,hd_income_band_sk] - CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometBroadcastExchange [ib_income_band_sk] #17 - CometFilter [ib_income_band_sk] - CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] - ReusedExchange [ib_income_band_sk] #17 - CometBroadcastExchange [i_item_sk,i_product_name] #18 - CometProject [i_item_sk,i_product_name] - CometFilter [i_item_sk,i_current_price,i_color,i_product_name] - CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #19 - CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #20 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #22 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 - CometBroadcastExchange [d_date_sk,d_year] #23 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [s_store_sk,s_store_name,s_zip] #10 - ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [p_promo_sk] #14 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [i_item_sk,i_product_name] #18 + CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 + CometFilter [s_store_sk,s_store_name,s_zip] + CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] + CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #12 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [d_date_sk,d_year] #12 + CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 + CometFilter [cd_demo_sk,cd_marital_status] + CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + CometBroadcastExchange [p_promo_sk] #14 + CometFilter [p_promo_sk] + CometScan parquet spark_catalog.default.promotion [p_promo_sk] + CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 + CometFilter [hd_demo_sk,hd_income_band_sk] + CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometBroadcastExchange [ib_income_band_sk] #17 + CometFilter [ib_income_band_sk] + CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] + ReusedExchange [ib_income_band_sk] #17 + CometBroadcastExchange [i_item_sk,i_product_name] #18 + CometProject [i_item_sk,i_product_name] + CometFilter [i_item_sk,i_current_price,i_color,i_product_name] + CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] + CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #19 + CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #20 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #22 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 + CometBroadcastExchange [d_date_sk,d_year] #23 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [s_store_sk,s_store_name,s_zip] #10 + ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [p_promo_sk] #14 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [i_item_sk,i_product_name] #18 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/explain.txt index 76b1cac0c3..9dad636ae6 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/explain.txt @@ -1,129 +1,128 @@ == Physical Plan == -TakeOrderedAndProject (125) -+- * Project (124) - +- * SortMergeJoin Inner (123) - :- * ColumnarToRow (67) - : +- CometSort (66) - : +- CometExchange (65) - : +- CometFilter (64) - : +- CometHashAggregate (63) - : +- CometExchange (62) - : +- CometHashAggregate (61) - : +- CometHashAggregate (60) - : +- CometExchange (59) - : +- CometHashAggregate (58) - : +- CometUnion (57) - : :- CometProject (22) - : : +- CometSortMergeJoin (21) - : : :- CometSort (15) - : : : +- CometExchange (14) - : : : +- CometProject (13) - : : : +- CometBroadcastHashJoin (12) - : : : :- CometProject (8) - : : : : +- CometBroadcastHashJoin (7) - : : : : :- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- CometBroadcastExchange (6) - : : : : +- CometProject (5) - : : : : +- CometFilter (4) - : : : : +- CometScan parquet spark_catalog.default.item (3) - : : : +- CometBroadcastExchange (11) - : : : +- CometFilter (10) - : : : +- CometScan parquet spark_catalog.default.date_dim (9) - : : +- CometSort (20) - : : +- CometExchange (19) - : : +- CometProject (18) - : : +- CometFilter (17) - : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : :- CometProject (39) - : : +- CometSortMergeJoin (38) - : : :- CometSort (32) - : : : +- CometExchange (31) - : : : +- CometProject (30) - : : : +- CometBroadcastHashJoin (29) - : : : :- CometProject (27) - : : : : +- CometBroadcastHashJoin (26) - : : : : :- CometFilter (24) - : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) - : : : : +- ReusedExchange (25) - : : : +- ReusedExchange (28) - : : +- CometSort (37) - : : +- CometExchange (36) - : : +- CometProject (35) - : : +- CometFilter (34) - : : +- CometScan parquet spark_catalog.default.store_returns (33) - : +- CometProject (56) - : +- CometSortMergeJoin (55) - : :- CometSort (49) - : : +- CometExchange (48) - : : +- CometProject (47) - : : +- CometBroadcastHashJoin (46) - : : :- CometProject (44) - : : : +- CometBroadcastHashJoin (43) - : : : :- CometFilter (41) - : : : : +- CometScan parquet spark_catalog.default.web_sales (40) - : : : +- ReusedExchange (42) - : : +- ReusedExchange (45) - : +- CometSort (54) - : +- CometExchange (53) - : +- CometProject (52) - : +- CometFilter (51) - : +- CometScan parquet spark_catalog.default.web_returns (50) - +- * ColumnarToRow (122) - +- CometSort (121) - +- CometExchange (120) - +- CometFilter (119) - +- CometHashAggregate (118) - +- CometExchange (117) - +- CometHashAggregate (116) - +- CometHashAggregate (115) - +- CometExchange (114) - +- CometHashAggregate (113) - +- CometUnion (112) - :- CometProject (83) - : +- CometSortMergeJoin (82) - : :- CometSort (79) - : : +- CometExchange (78) - : : +- CometProject (77) - : : +- CometBroadcastHashJoin (76) - : : :- CometProject (72) - : : : +- CometBroadcastHashJoin (71) - : : : :- CometFilter (69) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (68) - : : : +- ReusedExchange (70) - : : +- CometBroadcastExchange (75) - : : +- CometFilter (74) - : : +- CometScan parquet spark_catalog.default.date_dim (73) - : +- CometSort (81) - : +- ReusedExchange (80) - :- CometProject (97) - : +- CometSortMergeJoin (96) - : :- CometSort (93) - : : +- CometExchange (92) - : : +- CometProject (91) - : : +- CometBroadcastHashJoin (90) - : : :- CometProject (88) - : : : +- CometBroadcastHashJoin (87) - : : : :- CometFilter (85) - : : : : +- CometScan parquet spark_catalog.default.store_sales (84) - : : : +- ReusedExchange (86) - : : +- ReusedExchange (89) - : +- CometSort (95) - : +- ReusedExchange (94) - +- CometProject (111) - +- CometSortMergeJoin (110) - :- CometSort (107) - : +- CometExchange (106) - : +- CometProject (105) - : +- CometBroadcastHashJoin (104) - : :- CometProject (102) - : : +- CometBroadcastHashJoin (101) - : : :- CometFilter (99) - : : : +- CometScan parquet spark_catalog.default.web_sales (98) - : : +- ReusedExchange (100) - : +- ReusedExchange (103) - +- CometSort (109) - +- ReusedExchange (108) +* ColumnarToRow (124) ++- CometTakeOrderedAndProject (123) + +- CometProject (122) + +- CometSortMergeJoin (121) + :- CometSort (66) + : +- CometExchange (65) + : +- CometFilter (64) + : +- CometHashAggregate (63) + : +- CometExchange (62) + : +- CometHashAggregate (61) + : +- CometHashAggregate (60) + : +- CometExchange (59) + : +- CometHashAggregate (58) + : +- CometUnion (57) + : :- CometProject (22) + : : +- CometSortMergeJoin (21) + : : :- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometBroadcastHashJoin (12) + : : : :- CometProject (8) + : : : : +- CometBroadcastHashJoin (7) + : : : : :- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometBroadcastExchange (6) + : : : : +- CometProject (5) + : : : : +- CometFilter (4) + : : : : +- CometScan parquet spark_catalog.default.item (3) + : : : +- CometBroadcastExchange (11) + : : : +- CometFilter (10) + : : : +- CometScan parquet spark_catalog.default.date_dim (9) + : : +- CometSort (20) + : : +- CometExchange (19) + : : +- CometProject (18) + : : +- CometFilter (17) + : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : :- CometProject (39) + : : +- CometSortMergeJoin (38) + : : :- CometSort (32) + : : : +- CometExchange (31) + : : : +- CometProject (30) + : : : +- CometBroadcastHashJoin (29) + : : : :- CometProject (27) + : : : : +- CometBroadcastHashJoin (26) + : : : : :- CometFilter (24) + : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) + : : : : +- ReusedExchange (25) + : : : +- ReusedExchange (28) + : : +- CometSort (37) + : : +- CometExchange (36) + : : +- CometProject (35) + : : +- CometFilter (34) + : : +- CometScan parquet spark_catalog.default.store_returns (33) + : +- CometProject (56) + : +- CometSortMergeJoin (55) + : :- CometSort (49) + : : +- CometExchange (48) + : : +- CometProject (47) + : : +- CometBroadcastHashJoin (46) + : : :- CometProject (44) + : : : +- CometBroadcastHashJoin (43) + : : : :- CometFilter (41) + : : : : +- CometScan parquet spark_catalog.default.web_sales (40) + : : : +- ReusedExchange (42) + : : +- ReusedExchange (45) + : +- CometSort (54) + : +- CometExchange (53) + : +- CometProject (52) + : +- CometFilter (51) + : +- CometScan parquet spark_catalog.default.web_returns (50) + +- CometSort (120) + +- CometExchange (119) + +- CometFilter (118) + +- CometHashAggregate (117) + +- CometExchange (116) + +- CometHashAggregate (115) + +- CometHashAggregate (114) + +- CometExchange (113) + +- CometHashAggregate (112) + +- CometUnion (111) + :- CometProject (82) + : +- CometSortMergeJoin (81) + : :- CometSort (78) + : : +- CometExchange (77) + : : +- CometProject (76) + : : +- CometBroadcastHashJoin (75) + : : :- CometProject (71) + : : : +- CometBroadcastHashJoin (70) + : : : :- CometFilter (68) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (67) + : : : +- ReusedExchange (69) + : : +- CometBroadcastExchange (74) + : : +- CometFilter (73) + : : +- CometScan parquet spark_catalog.default.date_dim (72) + : +- CometSort (80) + : +- ReusedExchange (79) + :- CometProject (96) + : +- CometSortMergeJoin (95) + : :- CometSort (92) + : : +- CometExchange (91) + : : +- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometFilter (84) + : : : : +- CometScan parquet spark_catalog.default.store_sales (83) + : : : +- ReusedExchange (85) + : : +- ReusedExchange (88) + : +- CometSort (94) + : +- ReusedExchange (93) + +- CometProject (110) + +- CometSortMergeJoin (109) + :- CometSort (106) + : +- CometExchange (105) + : +- CometProject (104) + : +- CometBroadcastHashJoin (103) + : :- CometProject (101) + : : +- CometBroadcastHashJoin (100) + : : :- CometFilter (98) + : : : +- CometScan parquet spark_catalog.default.web_sales (97) + : : +- ReusedExchange (99) + : +- ReusedExchange (102) + +- CometSort (108) + +- ReusedExchange (107) (1) Scan parquet spark_catalog.default.catalog_sales @@ -427,10 +426,7 @@ Arguments: hashpartitioning(i_brand_id#8, i_class_id#9, i_category_id#10, i_manu Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65], [i_brand_id#8 ASC NULLS FIRST, i_class_id#9 ASC NULLS FIRST, i_category_id#10 ASC NULLS FIRST, i_manufact_id#12 ASC NULLS FIRST] -(67) ColumnarToRow [codegen id : 1] -Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] - -(68) Scan parquet spark_catalog.default.catalog_sales +(67) Scan parquet spark_catalog.default.catalog_sales Output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Batched: true Location: InMemoryFileIndex [] @@ -438,71 +434,71 @@ PartitionFilters: [isnotnull(cs_sold_date_sk#70), dynamicpruningexpression(cs_so PushedFilters: [IsNotNull(cs_item_sk)] ReadSchema: struct -(69) CometFilter +(68) CometFilter Input [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Condition : isnotnull(cs_item_sk#66) -(70) ReusedExchange [Reuses operator id: 6] +(69) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(71) CometBroadcastHashJoin +(70) CometBroadcastHashJoin Left output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Right output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66], [i_item_sk#72], Inner, BuildRight -(72) CometProject +(71) CometProject Input [10]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(73) Scan parquet spark_catalog.default.date_dim +(72) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(74) CometFilter +(73) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(75) CometBroadcastExchange +(74) CometBroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: [d_date_sk#77, d_year#78] -(76) CometBroadcastHashJoin +(75) CometBroadcastHashJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Right output [2]: [d_date_sk#77, d_year#78] Arguments: [cs_sold_date_sk#70], [d_date_sk#77], Inner, BuildRight -(77) CometProject +(76) CometProject Input [11]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_date_sk#77, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] -(78) CometExchange +(77) CometExchange Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: hashpartitioning(cs_order_number#67, cs_item_sk#66, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=10] -(79) CometSort +(78) CometSort Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_order_number#67 ASC NULLS FIRST, cs_item_sk#66 ASC NULLS FIRST] -(80) ReusedExchange [Reuses operator id: 19] +(79) ReusedExchange [Reuses operator id: 19] Output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] -(81) CometSort +(80) CometSort Input [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82], [cr_order_number#80 ASC NULLS FIRST, cr_item_sk#79 ASC NULLS FIRST] -(82) CometSortMergeJoin +(81) CometSortMergeJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Right output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cs_order_number#67, cs_item_sk#66], [cr_order_number#80, cr_item_sk#79], LeftOuter -(83) CometProject +(82) CometProject Input [13]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78, cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21], [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, (cs_quantity#68 - coalesce(cr_return_quantity#81, 0)) AS sales_cnt#20, (cs_ext_sales_price#69 - coalesce(cr_return_amount#82, 0.00)) AS sales_amt#21] -(84) Scan parquet spark_catalog.default.store_sales +(83) Scan parquet spark_catalog.default.store_sales Output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Batched: true Location: InMemoryFileIndex [] @@ -510,59 +506,59 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#87), dynamicpruningexpression(ss_so PushedFilters: [IsNotNull(ss_item_sk)] ReadSchema: struct -(85) CometFilter +(84) CometFilter Input [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Condition : isnotnull(ss_item_sk#83) -(86) ReusedExchange [Reuses operator id: 6] +(85) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(87) CometBroadcastHashJoin +(86) CometBroadcastHashJoin Left output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Right output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83], [i_item_sk#89], Inner, BuildRight -(88) CometProject +(87) CometProject Input [10]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(89) ReusedExchange [Reuses operator id: 75] +(88) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#94, d_year#95] -(90) CometBroadcastHashJoin +(89) CometBroadcastHashJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Right output [2]: [d_date_sk#94, d_year#95] Arguments: [ss_sold_date_sk#87], [d_date_sk#94], Inner, BuildRight -(91) CometProject +(90) CometProject Input [11]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_date_sk#94, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] -(92) CometExchange +(91) CometExchange Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: hashpartitioning(ss_ticket_number#84, ss_item_sk#83, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=11] -(93) CometSort +(92) CometSort Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_ticket_number#84 ASC NULLS FIRST, ss_item_sk#83 ASC NULLS FIRST] -(94) ReusedExchange [Reuses operator id: 36] +(93) ReusedExchange [Reuses operator id: 36] Output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] -(95) CometSort +(94) CometSort Input [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99], [sr_ticket_number#97 ASC NULLS FIRST, sr_item_sk#96 ASC NULLS FIRST] -(96) CometSortMergeJoin +(95) CometSortMergeJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Right output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [ss_ticket_number#84, ss_item_sk#83], [sr_ticket_number#97, sr_item_sk#96], LeftOuter -(97) CometProject +(96) CometProject Input [13]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95, sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41], [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, (ss_quantity#85 - coalesce(sr_return_quantity#98, 0)) AS sales_cnt#40, (ss_ext_sales_price#86 - coalesce(sr_return_amt#99, 0.00)) AS sales_amt#41] -(98) Scan parquet spark_catalog.default.web_sales +(97) Scan parquet spark_catalog.default.web_sales Output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -570,144 +566,143 @@ PartitionFilters: [isnotnull(ws_sold_date_sk#104), dynamicpruningexpression(ws_s PushedFilters: [IsNotNull(ws_item_sk)] ReadSchema: struct -(99) CometFilter +(98) CometFilter Input [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Condition : isnotnull(ws_item_sk#100) -(100) ReusedExchange [Reuses operator id: 6] +(99) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(101) CometBroadcastHashJoin +(100) CometBroadcastHashJoin Left output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Right output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100], [i_item_sk#106], Inner, BuildRight -(102) CometProject +(101) CometProject Input [10]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(103) ReusedExchange [Reuses operator id: 75] +(102) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#111, d_year#112] -(104) CometBroadcastHashJoin +(103) CometBroadcastHashJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Right output [2]: [d_date_sk#111, d_year#112] Arguments: [ws_sold_date_sk#104], [d_date_sk#111], Inner, BuildRight -(105) CometProject +(104) CometProject Input [11]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_date_sk#111, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] -(106) CometExchange +(105) CometExchange Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: hashpartitioning(ws_order_number#101, ws_item_sk#100, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=12] -(107) CometSort +(106) CometSort Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_order_number#101 ASC NULLS FIRST, ws_item_sk#100 ASC NULLS FIRST] -(108) ReusedExchange [Reuses operator id: 53] +(107) ReusedExchange [Reuses operator id: 53] Output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] -(109) CometSort +(108) CometSort Input [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116], [wr_order_number#114 ASC NULLS FIRST, wr_item_sk#113 ASC NULLS FIRST] -(110) CometSortMergeJoin +(109) CometSortMergeJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Right output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [ws_order_number#101, ws_item_sk#100], [wr_order_number#114, wr_item_sk#113], LeftOuter -(111) CometProject +(110) CometProject Input [13]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112, wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61], [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, (ws_quantity#102 - coalesce(wr_return_quantity#115, 0)) AS sales_cnt#60, (ws_ext_sales_price#103 - coalesce(wr_return_amt#116, 0.00)) AS sales_amt#61] -(112) CometUnion +(111) CometUnion Child 0 Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Child 1 Input [7]: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41] Child 2 Input [7]: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61] -(113) CometHashAggregate +(112) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(114) CometExchange +(113) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=13] -(115) CometHashAggregate +(114) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(116) CometHashAggregate +(115) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [partial_sum(sales_cnt#20), partial_sum(UnscaledValue(sales_amt#21))] -(117) CometExchange +(116) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=14] -(118) CometHashAggregate +(117) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [sum(sales_cnt#20), sum(UnscaledValue(sales_amt#21))] -(119) CometFilter +(118) CometFilter Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Condition : isnotnull(sales_cnt#118) -(120) CometExchange +(119) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: hashpartitioning(i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=15] -(121) CometSort +(120) CometSort Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119], [i_brand_id#73 ASC NULLS FIRST, i_class_id#74 ASC NULLS FIRST, i_category_id#75 ASC NULLS FIRST, i_manufact_id#76 ASC NULLS FIRST] -(122) ColumnarToRow [codegen id : 2] -Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] - -(123) SortMergeJoin [codegen id : 3] -Left keys [4]: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12] -Right keys [4]: [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -Join type: Inner -Join condition: ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) +(121) CometSortMergeJoin +Left output [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] +Right output [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], Inner, ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) -(124) Project [codegen id : 3] -Output [10]: [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] +(122) CometProject Input [14]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65, d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] + +(123) CometTakeOrderedAndProject +Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] +Arguments: TakeOrderedAndProject(limit=100, orderBy=[sales_cnt_diff#124 ASC NULLS FIRST], output=[prev_year#120,year#121,i_brand_id#8,i_class_id#9,i_category_id#10,i_manufact_id#12,prev_yr_cnt#122,curr_yr_cnt#123,sales_cnt_diff#124,sales_amt_diff#125]), [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], 100, [sales_cnt_diff#124 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -(125) TakeOrderedAndProject +(124) ColumnarToRow [codegen id : 1] Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -Arguments: 100, [sales_cnt_diff#124 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6 -BroadcastExchange (129) -+- * ColumnarToRow (128) - +- CometFilter (127) - +- CometScan parquet spark_catalog.default.date_dim (126) +BroadcastExchange (128) ++- * ColumnarToRow (127) + +- CometFilter (126) + +- CometScan parquet spark_catalog.default.date_dim (125) -(126) Scan parquet spark_catalog.default.date_dim +(125) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#13, d_year#14] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), IsNotNull(d_date_sk)] ReadSchema: struct -(127) CometFilter +(126) CometFilter Input [2]: [d_date_sk#13, d_year#14] Condition : ((isnotnull(d_year#14) AND (d_year#14 = 2002)) AND isnotnull(d_date_sk#13)) -(128) ColumnarToRow [codegen id : 1] +(127) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#13, d_year#14] -(129) BroadcastExchange +(128) BroadcastExchange Input [2]: [d_date_sk#13, d_year#14] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=16] @@ -715,33 +710,33 @@ Subquery:2 Hosting operator id = 23 Hosting Expression = ss_sold_date_sk#26 IN d Subquery:3 Hosting operator id = 40 Hosting Expression = ws_sold_date_sk#46 IN dynamicpruning#6 -Subquery:4 Hosting operator id = 68 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 -BroadcastExchange (133) -+- * ColumnarToRow (132) - +- CometFilter (131) - +- CometScan parquet spark_catalog.default.date_dim (130) +Subquery:4 Hosting operator id = 67 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 +BroadcastExchange (132) ++- * ColumnarToRow (131) + +- CometFilter (130) + +- CometScan parquet spark_catalog.default.date_dim (129) -(130) Scan parquet spark_catalog.default.date_dim +(129) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(131) CometFilter +(130) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(132) ColumnarToRow [codegen id : 1] +(131) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#77, d_year#78] -(133) BroadcastExchange +(132) BroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=17] -Subquery:5 Hosting operator id = 84 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 +Subquery:5 Hosting operator id = 83 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 -Subquery:6 Hosting operator id = 98 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 +Subquery:6 Hosting operator id = 97 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/simplified.txt index 4ae82c2cf0..9e340130a5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q75/simplified.txt @@ -1,150 +1,144 @@ -TakeOrderedAndProject [sales_cnt_diff,prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_amt_diff] - WholeStageCodegen (3) - Project [d_year,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt,sales_amt,sales_amt] - SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_manufact_id,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] +WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometTakeOrderedAndProject [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometProject [d_year,d_year,sales_cnt,sales_cnt,sales_amt,sales_amt] [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometSortMergeJoin [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #4 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometBroadcastExchange [d_date_sk,d_year] #7 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometExchange [cr_order_number,cr_item_sk] #8 - CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #9 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometExchange [sr_ticket_number,sr_item_sk] #10 - CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #11 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometExchange [wr_order_number,wr_item_sk] #12 - CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #4 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometBroadcastExchange [d_date_sk,d_year] #7 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometExchange [cr_order_number,cr_item_sk] #8 + CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #9 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometExchange [sr_ticket_number,sr_item_sk] #10 + CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #11 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometExchange [wr_order_number,wr_item_sk] #12 + CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #16 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #17 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometBroadcastExchange [d_date_sk,d_year] #18 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #19 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #20 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #16 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #17 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometBroadcastExchange [d_date_sk,d_year] #18 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #19 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #20 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/explain.txt index 36cd3bf378..8f23b99792 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.web_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.web_site (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * ColumnarToRow (36) + +- CometHashAggregate (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.web_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.web_site (29) (1) Scan parquet spark_catalog.default.web_sales @@ -69,192 +64,170 @@ Arguments: hashpartitioning(ws_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_warehouse_sk#9, ws_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: hashpartitioning(ws_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#9, ws_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [ws_order_number#10] -Join type: LeftSemi -Join condition: NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [2]: [ws_warehouse_sk#9, ws_order_number#10] +Arguments: [ws_order_number#5], [ws_order_number#10], LeftSemi, NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(11) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(14) Scan parquet spark_catalog.default.web_returns +(12) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#12, wr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [wr_order_number#12, wr_returned_date_sk#13] Arguments: [wr_order_number#12], [wr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [wr_order_number#12] Arguments: hashpartitioning(wr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [wr_order_number#12] Arguments: [wr_order_number#12], [wr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [wr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [wr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [wr_order_number#12] +Arguments: [ws_order_number#5], [wr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 1999-02-01)) AND (d_date#15 <= 1999-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] +Arguments: [d_date_sk#14] -(24) BroadcastExchange -Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +(21) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [ws_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None - -(26) Project [codegen id : 8] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(22) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, d_date_sk#14] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = IL)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(28) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ca_address_sk#16] +Arguments: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(34) Scan parquet spark_catalog.default.web_site +(29) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#18, web_company_name#19] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [web_site_sk#18, web_company_name#19] Condition : ((isnotnull(web_company_name#19) AND (web_company_name#19 = pri )) AND isnotnull(web_site_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [web_site_sk#18, web_company_name#19] Arguments: [web_site_sk#18], [web_site_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [web_site_sk#18] +Arguments: [web_site_sk#18] -(38) BroadcastExchange -Input [1]: [web_site_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [web_site_sk#18] +Arguments: [ws_web_site_sk#3], [web_site_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(34) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, web_site_sk#18] +Arguments: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(41) HashAggregate [codegen id : 8] +(35) CometHashAggregate Input [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Keys [1]: [ws_order_number#5] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#6)), partial_sum(UnscaledValue(ws_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] -Results [3]: [ws_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] -Input [3]: [ws_order_number#5, sum#22, sum#23] +(36) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] + +(37) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] Keys [1]: [ws_order_number#5] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] -Results [3]: [ws_order_number#5, sum#22, sum#23] +Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23] +Results [3]: [ws_order_number#5, sum#20, sum#21] -(43) HashAggregate [codegen id : 8] -Input [3]: [ws_order_number#5, sum#22, sum#23] +(38) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7)), partial_count(distinct ws_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21, count(ws_order_number#5)#24] -Results [3]: [sum#22, sum#23, count#25] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24] +Results [3]: [sum#20, sum#21, count#25] -(44) Exchange -Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(39) Exchange +Input [3]: [sum#20, sum#21, count#25] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] -Input [3]: [sum#22, sum#23, count#25] +(40) HashAggregate [codegen id : 2] +Input [3]: [sum#20, sum#21, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#6)), sum(UnscaledValue(ws_net_profit#7)), count(distinct ws_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21, count(ws_order_number#5)#24] -Results [3]: [count(ws_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#20,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#21,17,2) AS total net profit #28] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24] +Results [3]: [count(ws_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#22,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#23,17,2) AS total net profit #28] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/simplified.txt index 16295d42c6..601f577da9 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q94/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometHashAggregate [ws_order_number,sum,sum,ws_ext_ship_cost,ws_net_profit] + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number,ws_warehouse_sk] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/explain.txt index 348ee49e52..bd41f31944 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/explain.txt @@ -1,65 +1,57 @@ == Physical Plan == -* HashAggregate (61) -+- Exchange (60) - +- * HashAggregate (59) - +- * HashAggregate (58) - +- * HashAggregate (57) - +- * Project (56) - +- * BroadcastHashJoin Inner BuildRight (55) - :- * Project (49) - : +- * BroadcastHashJoin Inner BuildRight (48) - : :- * Project (42) - : : +- * BroadcastHashJoin Inner BuildRight (41) - : : :- * SortMergeJoin LeftSemi (35) - : : : :- * SortMergeJoin LeftSemi (18) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * Project (17) - : : : : +- * SortMergeJoin Inner (16) - : : : : :- * ColumnarToRow (12) - : : : : : +- CometSort (11) - : : : : : +- CometExchange (10) - : : : : : +- CometProject (9) - : : : : : +- CometFilter (8) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : : +- * ColumnarToRow (15) - : : : : +- CometSort (14) - : : : : +- ReusedExchange (13) - : : : +- * Project (34) - : : : +- * SortMergeJoin Inner (33) - : : : :- * ColumnarToRow (24) - : : : : +- CometSort (23) - : : : : +- CometExchange (22) - : : : : +- CometProject (21) - : : : : +- CometFilter (20) - : : : : +- CometScan parquet spark_catalog.default.web_returns (19) - : : : +- * Project (32) - : : : +- * SortMergeJoin Inner (31) - : : : :- * ColumnarToRow (27) - : : : : +- CometSort (26) - : : : : +- ReusedExchange (25) - : : : +- * ColumnarToRow (30) - : : : +- CometSort (29) - : : : +- ReusedExchange (28) - : : +- BroadcastExchange (40) - : : +- * ColumnarToRow (39) - : : +- CometProject (38) - : : +- CometFilter (37) - : : +- CometScan parquet spark_catalog.default.date_dim (36) - : +- BroadcastExchange (47) - : +- * ColumnarToRow (46) - : +- CometProject (45) - : +- CometFilter (44) - : +- CometScan parquet spark_catalog.default.customer_address (43) - +- BroadcastExchange (54) - +- * ColumnarToRow (53) - +- CometProject (52) - +- CometFilter (51) - +- CometScan parquet spark_catalog.default.web_site (50) +* HashAggregate (53) ++- Exchange (52) + +- * HashAggregate (51) + +- * HashAggregate (50) + +- * ColumnarToRow (49) + +- CometHashAggregate (48) + +- CometProject (47) + +- CometBroadcastHashJoin (46) + :- CometProject (41) + : +- CometBroadcastHashJoin (40) + : :- CometProject (35) + : : +- CometBroadcastHashJoin (34) + : : :- CometSortMergeJoin (29) + : : : :- CometSortMergeJoin (15) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometProject (14) + : : : : +- CometSortMergeJoin (13) + : : : : :- CometSort (10) + : : : : : +- CometExchange (9) + : : : : : +- CometProject (8) + : : : : : +- CometFilter (7) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : : +- CometSort (12) + : : : : +- ReusedExchange (11) + : : : +- CometProject (28) + : : : +- CometSortMergeJoin (27) + : : : :- CometSort (20) + : : : : +- CometExchange (19) + : : : : +- CometProject (18) + : : : : +- CometFilter (17) + : : : : +- CometScan parquet spark_catalog.default.web_returns (16) + : : : +- CometProject (26) + : : : +- CometSortMergeJoin (25) + : : : :- CometSort (22) + : : : : +- ReusedExchange (21) + : : : +- CometSort (24) + : : : +- ReusedExchange (23) + : : +- CometBroadcastExchange (33) + : : +- CometProject (32) + : : +- CometFilter (31) + : : +- CometScan parquet spark_catalog.default.date_dim (30) + : +- CometBroadcastExchange (39) + : +- CometProject (38) + : +- CometFilter (37) + : +- CometScan parquet spark_catalog.default.customer_address (36) + +- CometBroadcastExchange (45) + +- CometProject (44) + +- CometFilter (43) + +- CometScan parquet spark_catalog.default.web_site (42) (1) Scan parquet spark_catalog.default.web_sales @@ -85,258 +77,224 @@ Arguments: hashpartitioning(ws_order_number#4, 5), ENSURE_REQUIREMENTS, CometNat Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] PushedFilters: [IsNotNull(ws_order_number), IsNotNull(ws_warehouse_sk)] ReadSchema: struct -(8) CometFilter +(7) CometFilter Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Condition : (isnotnull(ws_order_number#9) AND isnotnull(ws_warehouse_sk#8)) -(9) CometProject +(8) CometProject Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_warehouse_sk#8, ws_order_number#9] -(10) CometExchange +(9) CometExchange Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: hashpartitioning(ws_order_number#9, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(11) CometSort +(10) CometSort Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_order_number#9 ASC NULLS FIRST] -(12) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#8, ws_order_number#9] - -(13) ReusedExchange [Reuses operator id: 10] +(11) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#11, ws_order_number#12] -(14) CometSort +(12) CometSort Input [2]: [ws_warehouse_sk#11, ws_order_number#12] Arguments: [ws_warehouse_sk#11, ws_order_number#12], [ws_order_number#12 ASC NULLS FIRST] -(15) ColumnarToRow [codegen id : 3] -Input [2]: [ws_warehouse_sk#11, ws_order_number#12] - -(16) SortMergeJoin [codegen id : 4] -Left keys [1]: [ws_order_number#9] -Right keys [1]: [ws_order_number#12] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) +(13) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#8, ws_order_number#9] +Right output [2]: [ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#12], Inner, NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) -(17) Project [codegen id : 4] -Output [1]: [ws_order_number#9] +(14) CometProject Input [4]: [ws_warehouse_sk#8, ws_order_number#9, ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#9] -(18) SortMergeJoin [codegen id : 5] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [ws_order_number#9] -Join type: LeftSemi -Join condition: None +(15) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ws_order_number#9] +Arguments: [ws_order_number#4], [ws_order_number#9], LeftSemi -(19) Scan parquet spark_catalog.default.web_returns +(16) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#13, wr_returned_date_sk#14] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] PushedFilters: [IsNotNull(wr_order_number)] ReadSchema: struct -(20) CometFilter +(17) CometFilter Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Condition : isnotnull(wr_order_number#13) -(21) CometProject +(18) CometProject Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Arguments: [wr_order_number#13], [wr_order_number#13] -(22) CometExchange +(19) CometExchange Input [1]: [wr_order_number#13] Arguments: hashpartitioning(wr_order_number#13, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(23) CometSort +(20) CometSort Input [1]: [wr_order_number#13] Arguments: [wr_order_number#13], [wr_order_number#13 ASC NULLS FIRST] -(24) ColumnarToRow [codegen id : 6] -Input [1]: [wr_order_number#13] - -(25) ReusedExchange [Reuses operator id: 10] +(21) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#15, ws_order_number#16] -(26) CometSort +(22) CometSort Input [2]: [ws_warehouse_sk#15, ws_order_number#16] Arguments: [ws_warehouse_sk#15, ws_order_number#16], [ws_order_number#16 ASC NULLS FIRST] -(27) ColumnarToRow [codegen id : 7] -Input [2]: [ws_warehouse_sk#15, ws_order_number#16] - -(28) ReusedExchange [Reuses operator id: 10] +(23) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#17, ws_order_number#18] -(29) CometSort +(24) CometSort Input [2]: [ws_warehouse_sk#17, ws_order_number#18] Arguments: [ws_warehouse_sk#17, ws_order_number#18], [ws_order_number#18 ASC NULLS FIRST] -(30) ColumnarToRow [codegen id : 8] -Input [2]: [ws_warehouse_sk#17, ws_order_number#18] - -(31) SortMergeJoin [codegen id : 9] -Left keys [1]: [ws_order_number#16] -Right keys [1]: [ws_order_number#18] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#15 = ws_warehouse_sk#17) +(25) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#15, ws_order_number#16] +Right output [2]: [ws_warehouse_sk#17, ws_order_number#18] +Arguments: [ws_order_number#16], [ws_order_number#18], Inner, NOT (ws_warehouse_sk#15 = ws_warehouse_sk#17) -(32) Project [codegen id : 9] -Output [1]: [ws_order_number#16] +(26) CometProject Input [4]: [ws_warehouse_sk#15, ws_order_number#16, ws_warehouse_sk#17, ws_order_number#18] +Arguments: [ws_order_number#16], [ws_order_number#16] -(33) SortMergeJoin [codegen id : 10] -Left keys [1]: [wr_order_number#13] -Right keys [1]: [ws_order_number#16] -Join type: Inner -Join condition: None +(27) CometSortMergeJoin +Left output [1]: [wr_order_number#13] +Right output [1]: [ws_order_number#16] +Arguments: [wr_order_number#13], [ws_order_number#16], Inner -(34) Project [codegen id : 10] -Output [1]: [wr_order_number#13] +(28) CometProject Input [2]: [wr_order_number#13, ws_order_number#16] +Arguments: [wr_order_number#13], [wr_order_number#13] -(35) SortMergeJoin [codegen id : 14] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [wr_order_number#13] -Join type: LeftSemi -Join condition: None +(29) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [wr_order_number#13] +Arguments: [ws_order_number#4], [wr_order_number#13], LeftSemi -(36) Scan parquet spark_catalog.default.date_dim +(30) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#19, d_date#20] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(37) CometFilter +(31) CometFilter Input [2]: [d_date_sk#19, d_date#20] Condition : (((isnotnull(d_date#20) AND (d_date#20 >= 1999-02-01)) AND (d_date#20 <= 1999-04-02)) AND isnotnull(d_date_sk#19)) -(38) CometProject +(32) CometProject Input [2]: [d_date_sk#19, d_date#20] Arguments: [d_date_sk#19], [d_date_sk#19] -(39) ColumnarToRow [codegen id : 11] +(33) CometBroadcastExchange Input [1]: [d_date_sk#19] +Arguments: [d_date_sk#19] -(40) BroadcastExchange -Input [1]: [d_date_sk#19] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] - -(41) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#19] -Join type: Inner -Join condition: None +(34) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [d_date_sk#19] +Arguments: [ws_ship_date_sk#1], [d_date_sk#19], Inner, BuildRight -(42) Project [codegen id : 14] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(35) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, d_date_sk#19] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(43) Scan parquet spark_catalog.default.customer_address +(36) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#21, ca_state#22] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(44) CometFilter +(37) CometFilter Input [2]: [ca_address_sk#21, ca_state#22] Condition : ((isnotnull(ca_state#22) AND (ca_state#22 = IL)) AND isnotnull(ca_address_sk#21)) -(45) CometProject +(38) CometProject Input [2]: [ca_address_sk#21, ca_state#22] Arguments: [ca_address_sk#21], [ca_address_sk#21] -(46) ColumnarToRow [codegen id : 12] -Input [1]: [ca_address_sk#21] - -(47) BroadcastExchange +(39) CometBroadcastExchange Input [1]: [ca_address_sk#21] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#21] -(48) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#21] -Join type: Inner -Join condition: None +(40) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ca_address_sk#21] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#21], Inner, BuildRight -(49) Project [codegen id : 14] -Output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(41) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, ca_address_sk#21] +Arguments: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(50) Scan parquet spark_catalog.default.web_site +(42) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#23, web_company_name#24] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(51) CometFilter +(43) CometFilter Input [2]: [web_site_sk#23, web_company_name#24] Condition : ((isnotnull(web_company_name#24) AND (web_company_name#24 = pri )) AND isnotnull(web_site_sk#23)) -(52) CometProject +(44) CometProject Input [2]: [web_site_sk#23, web_company_name#24] Arguments: [web_site_sk#23], [web_site_sk#23] -(53) ColumnarToRow [codegen id : 13] +(45) CometBroadcastExchange Input [1]: [web_site_sk#23] +Arguments: [web_site_sk#23] -(54) BroadcastExchange -Input [1]: [web_site_sk#23] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(55) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#23] -Join type: Inner -Join condition: None +(46) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [web_site_sk#23] +Arguments: [ws_web_site_sk#3], [web_site_sk#23], Inner, BuildRight -(56) Project [codegen id : 14] -Output [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(47) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, web_site_sk#23] +Arguments: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(57) HashAggregate [codegen id : 14] +(48) CometHashAggregate Input [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Keys [1]: [ws_order_number#4] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#5)), partial_sum(UnscaledValue(ws_net_profit#6))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26] -Results [3]: [ws_order_number#4, sum#27, sum#28] -(58) HashAggregate [codegen id : 14] -Input [3]: [ws_order_number#4, sum#27, sum#28] +(49) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#4, sum#25, sum#26] + +(50) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#4, sum#25, sum#26] Keys [1]: [ws_order_number#4] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26] -Results [3]: [ws_order_number#4, sum#27, sum#28] +Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#27, sum(UnscaledValue(ws_net_profit#6))#28] +Results [3]: [ws_order_number#4, sum#25, sum#26] -(59) HashAggregate [codegen id : 14] -Input [3]: [ws_order_number#4, sum#27, sum#28] +(51) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#4, sum#25, sum#26] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6)), partial_count(distinct ws_order_number#4)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26, count(ws_order_number#4)#29] -Results [3]: [sum#27, sum#28, count#30] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#27, sum(UnscaledValue(ws_net_profit#6))#28, count(ws_order_number#4)#29] +Results [3]: [sum#25, sum#26, count#30] -(60) Exchange -Input [3]: [sum#27, sum#28, count#30] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(52) Exchange +Input [3]: [sum#25, sum#26, count#30] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(61) HashAggregate [codegen id : 15] -Input [3]: [sum#27, sum#28, count#30] +(53) HashAggregate [codegen id : 2] +Input [3]: [sum#25, sum#26, count#30] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#5)), sum(UnscaledValue(ws_net_profit#6)), count(distinct ws_order_number#4)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26, count(ws_order_number#4)#29] -Results [3]: [count(ws_order_number#4)#29 AS order count #31, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#5))#25,17,2) AS total shipping cost #32, MakeDecimal(sum(UnscaledValue(ws_net_profit#6))#26,17,2) AS total net profit #33] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#27, sum(UnscaledValue(ws_net_profit#6))#28, count(ws_order_number#4)#29] +Results [3]: [count(ws_order_number#4)#29 AS order count #31, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#5))#27,17,2) AS total shipping cost #32, MakeDecimal(sum(UnscaledValue(ws_net_profit#6))#28,17,2) AS total net profit #33] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/simplified.txt index 5cfa7827ab..168f353a7b 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark3_5/q95/simplified.txt @@ -1,99 +1,57 @@ -WholeStageCodegen (15) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (14) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (5) - SortMergeJoin [ws_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (3) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (10) - Project [wr_order_number] - SortMergeJoin [wr_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometFilter [wr_order_number,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (9) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (8) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (11) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (12) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (13) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometHashAggregate [ws_order_number,sum,sum,ws_ext_ship_cost,ws_net_profit] + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometProject [wr_order_number] + CometSortMergeJoin [wr_order_number,ws_order_number] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometFilter [wr_order_number,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/explain.txt index 4890b44369..ff0ac23424 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.catalog_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.call_center (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * HashAggregate (36) + +- * ColumnarToRow (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.catalog_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.call_center (29) (1) Scan parquet spark_catalog.default.catalog_sales @@ -69,189 +64,169 @@ Arguments: hashpartitioning(cs_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] - -(7) Scan parquet spark_catalog.default.catalog_sales +(6) Scan parquet spark_catalog.default.catalog_sales Output [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_warehouse_sk#9, cs_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: hashpartitioning(cs_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [cs_warehouse_sk#9, cs_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cs_order_number#10] -Join type: LeftSemi -Join condition: NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [2]: [cs_warehouse_sk#9, cs_order_number#10] +Arguments: [cs_order_number#5], [cs_order_number#10], LeftSemi, NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(11) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(14) Scan parquet spark_catalog.default.catalog_returns +(12) Scan parquet spark_catalog.default.catalog_returns Output [2]: [cr_order_number#12, cr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [cr_order_number#12, cr_returned_date_sk#13] Arguments: [cr_order_number#12], [cr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [cr_order_number#12] Arguments: hashpartitioning(cr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [cr_order_number#12] Arguments: [cr_order_number#12], [cr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [cr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cr_order_number#12] +Arguments: [cs_order_number#5], [cr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,2002-02-01), LessThanOrEqual(d_date,2002-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 2002-02-01)) AND (d_date#15 <= 2002-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] -Input [1]: [d_date_sk#14] - -(24) BroadcastExchange +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +Arguments: [d_date_sk#14] -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None +(21) CometBroadcastHashJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [cs_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(26) Project [codegen id : 8] -Output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(22) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, d_date_sk#14] +Arguments: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,GA), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = GA)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [cs_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(28) CometProject Input [6]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, ca_address_sk#16] +Arguments: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(34) Scan parquet spark_catalog.default.call_center +(29) Scan parquet spark_catalog.default.call_center Output [2]: [cc_call_center_sk#18, cc_county#19] Batched: true Location [not included in comparison]/{warehouse_dir}/call_center] PushedFilters: [IsNotNull(cc_county), EqualTo(cc_county,Williamson County), IsNotNull(cc_call_center_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [cc_call_center_sk#18, cc_county#19] Condition : ((isnotnull(cc_county#19) AND (cc_county#19 = Williamson County)) AND isnotnull(cc_call_center_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [cc_call_center_sk#18, cc_county#19] Arguments: [cc_call_center_sk#18], [cc_call_center_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [cc_call_center_sk#18] +Arguments: [cc_call_center_sk#18] -(38) BroadcastExchange -Input [1]: [cc_call_center_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_call_center_sk#3] -Right keys [1]: [cc_call_center_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cc_call_center_sk#18] +Arguments: [cs_call_center_sk#3], [cc_call_center_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(34) CometProject Input [5]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, cc_call_center_sk#18] +Arguments: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] + +(35) ColumnarToRow [codegen id : 1] +Input [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(41) HashAggregate [codegen id : 8] +(36) HashAggregate [codegen id : 1] Input [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Keys [1]: [cs_order_number#5] Functions [2]: [partial_sum(UnscaledValue(cs_ext_ship_cost#6)), partial_sum(UnscaledValue(cs_net_profit#7))] Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] Results [3]: [cs_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] +(37) HashAggregate [codegen id : 1] Input [3]: [cs_order_number#5, sum#22, sum#23] Keys [1]: [cs_order_number#5] Functions [2]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7))] Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] Results [3]: [cs_order_number#5, sum#22, sum#23] -(43) HashAggregate [codegen id : 8] +(38) HashAggregate [codegen id : 1] Input [3]: [cs_order_number#5, sum#22, sum#23] Keys: [] Functions [3]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7)), partial_count(distinct cs_order_number#5)] Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21, count(cs_order_number#5)#24] Results [3]: [sum#22, sum#23, count#25] -(44) Exchange +(39) Exchange Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] +(40) HashAggregate [codegen id : 2] Input [3]: [sum#22, sum#23, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(cs_ext_ship_cost#6)), sum(UnscaledValue(cs_net_profit#7)), count(distinct cs_order_number#5)] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/simplified.txt index 18ba393269..72df9cecef 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q16/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),sum,sum,count,sum,sum,count] HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] HashAggregate [cs_order_number,cs_ext_ship_cost,cs_net_profit] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] - Project [cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_call_center_sk,cc_call_center_sk] - Project [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_addr_sk,ca_address_sk] - Project [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_date_sk,d_date_sk] - SortMergeJoin [cs_order_number,cr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - SortMergeJoin [cs_order_number,cs_order_number,cs_warehouse_sk,cs_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometExchange [cs_order_number] #2 - CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [cs_warehouse_sk,cs_order_number] - CometExchange [cs_order_number] #3 - CometProject [cs_warehouse_sk,cs_order_number] - CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [cr_order_number] - CometExchange [cr_order_number] #4 - CometProject [cr_order_number] - CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [cc_call_center_sk] - CometFilter [cc_call_center_sk,cc_county] - CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] + ColumnarToRow + InputAdapter + CometProject [cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cc_call_center_sk] + CometProject [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,ca_address_sk] + CometProject [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,d_date_sk] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cr_order_number] + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_order_number,cs_warehouse_sk] + CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometExchange [cs_order_number] #2 + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometSort [cs_warehouse_sk,cs_order_number] + CometExchange [cs_order_number] #3 + CometProject [cs_warehouse_sk,cs_order_number] + CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] + CometSort [cr_order_number] + CometExchange [cr_order_number] #4 + CometProject [cr_order_number] + CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [cc_call_center_sk] #7 + CometProject [cc_call_center_sk] + CometFilter [cc_call_center_sk,cc_county] + CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/explain.txt index 36cd3bf378..c730aa5572 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.web_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.web_site (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * HashAggregate (36) + +- * ColumnarToRow (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.web_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.web_site (29) (1) Scan parquet spark_catalog.default.web_sales @@ -69,189 +64,169 @@ Arguments: hashpartitioning(ws_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_warehouse_sk#9, ws_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: hashpartitioning(ws_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#9, ws_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [ws_order_number#10] -Join type: LeftSemi -Join condition: NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [2]: [ws_warehouse_sk#9, ws_order_number#10] +Arguments: [ws_order_number#5], [ws_order_number#10], LeftSemi, NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(11) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(14) Scan parquet spark_catalog.default.web_returns +(12) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#12, wr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [wr_order_number#12, wr_returned_date_sk#13] Arguments: [wr_order_number#12], [wr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [wr_order_number#12] Arguments: hashpartitioning(wr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [wr_order_number#12] Arguments: [wr_order_number#12], [wr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [wr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [wr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [wr_order_number#12] +Arguments: [ws_order_number#5], [wr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 1999-02-01)) AND (d_date#15 <= 1999-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] -Input [1]: [d_date_sk#14] - -(24) BroadcastExchange +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +Arguments: [d_date_sk#14] -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None +(21) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [ws_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(26) Project [codegen id : 8] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(22) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, d_date_sk#14] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = IL)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(28) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ca_address_sk#16] +Arguments: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(34) Scan parquet spark_catalog.default.web_site +(29) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#18, web_company_name#19] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [web_site_sk#18, web_company_name#19] Condition : ((isnotnull(web_company_name#19) AND (web_company_name#19 = pri )) AND isnotnull(web_site_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [web_site_sk#18, web_company_name#19] Arguments: [web_site_sk#18], [web_site_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [web_site_sk#18] +Arguments: [web_site_sk#18] -(38) BroadcastExchange -Input [1]: [web_site_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [web_site_sk#18] +Arguments: [ws_web_site_sk#3], [web_site_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(34) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, web_site_sk#18] +Arguments: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] + +(35) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(41) HashAggregate [codegen id : 8] +(36) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Keys [1]: [ws_order_number#5] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#6)), partial_sum(UnscaledValue(ws_net_profit#7))] Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] Results [3]: [ws_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] +(37) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#5, sum#22, sum#23] Keys [1]: [ws_order_number#5] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7))] Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] Results [3]: [ws_order_number#5, sum#22, sum#23] -(43) HashAggregate [codegen id : 8] +(38) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#5, sum#22, sum#23] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7)), partial_count(distinct ws_order_number#5)] Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21, count(ws_order_number#5)#24] Results [3]: [sum#22, sum#23, count#25] -(44) Exchange +(39) Exchange Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] +(40) HashAggregate [codegen id : 2] Input [3]: [sum#22, sum#23, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#6)), sum(UnscaledValue(ws_net_profit#7)), count(distinct ws_order_number#5)] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/simplified.txt index 16295d42c6..4d0f1f982b 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q94/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number,ws_warehouse_sk] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/explain.txt index 348ee49e52..0f8276eeef 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/explain.txt @@ -1,65 +1,57 @@ == Physical Plan == -* HashAggregate (61) -+- Exchange (60) - +- * HashAggregate (59) - +- * HashAggregate (58) - +- * HashAggregate (57) - +- * Project (56) - +- * BroadcastHashJoin Inner BuildRight (55) - :- * Project (49) - : +- * BroadcastHashJoin Inner BuildRight (48) - : :- * Project (42) - : : +- * BroadcastHashJoin Inner BuildRight (41) - : : :- * SortMergeJoin LeftSemi (35) - : : : :- * SortMergeJoin LeftSemi (18) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * Project (17) - : : : : +- * SortMergeJoin Inner (16) - : : : : :- * ColumnarToRow (12) - : : : : : +- CometSort (11) - : : : : : +- CometExchange (10) - : : : : : +- CometProject (9) - : : : : : +- CometFilter (8) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : : +- * ColumnarToRow (15) - : : : : +- CometSort (14) - : : : : +- ReusedExchange (13) - : : : +- * Project (34) - : : : +- * SortMergeJoin Inner (33) - : : : :- * ColumnarToRow (24) - : : : : +- CometSort (23) - : : : : +- CometExchange (22) - : : : : +- CometProject (21) - : : : : +- CometFilter (20) - : : : : +- CometScan parquet spark_catalog.default.web_returns (19) - : : : +- * Project (32) - : : : +- * SortMergeJoin Inner (31) - : : : :- * ColumnarToRow (27) - : : : : +- CometSort (26) - : : : : +- ReusedExchange (25) - : : : +- * ColumnarToRow (30) - : : : +- CometSort (29) - : : : +- ReusedExchange (28) - : : +- BroadcastExchange (40) - : : +- * ColumnarToRow (39) - : : +- CometProject (38) - : : +- CometFilter (37) - : : +- CometScan parquet spark_catalog.default.date_dim (36) - : +- BroadcastExchange (47) - : +- * ColumnarToRow (46) - : +- CometProject (45) - : +- CometFilter (44) - : +- CometScan parquet spark_catalog.default.customer_address (43) - +- BroadcastExchange (54) - +- * ColumnarToRow (53) - +- CometProject (52) - +- CometFilter (51) - +- CometScan parquet spark_catalog.default.web_site (50) +* HashAggregate (53) ++- Exchange (52) + +- * HashAggregate (51) + +- * HashAggregate (50) + +- * HashAggregate (49) + +- * ColumnarToRow (48) + +- CometProject (47) + +- CometBroadcastHashJoin (46) + :- CometProject (41) + : +- CometBroadcastHashJoin (40) + : :- CometProject (35) + : : +- CometBroadcastHashJoin (34) + : : :- CometSortMergeJoin (29) + : : : :- CometSortMergeJoin (15) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometProject (14) + : : : : +- CometSortMergeJoin (13) + : : : : :- CometSort (10) + : : : : : +- CometExchange (9) + : : : : : +- CometProject (8) + : : : : : +- CometFilter (7) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : : +- CometSort (12) + : : : : +- ReusedExchange (11) + : : : +- CometProject (28) + : : : +- CometSortMergeJoin (27) + : : : :- CometSort (20) + : : : : +- CometExchange (19) + : : : : +- CometProject (18) + : : : : +- CometFilter (17) + : : : : +- CometScan parquet spark_catalog.default.web_returns (16) + : : : +- CometProject (26) + : : : +- CometSortMergeJoin (25) + : : : :- CometSort (22) + : : : : +- ReusedExchange (21) + : : : +- CometSort (24) + : : : +- ReusedExchange (23) + : : +- CometBroadcastExchange (33) + : : +- CometProject (32) + : : +- CometFilter (31) + : : +- CometScan parquet spark_catalog.default.date_dim (30) + : +- CometBroadcastExchange (39) + : +- CometProject (38) + : +- CometFilter (37) + : +- CometScan parquet spark_catalog.default.customer_address (36) + +- CometBroadcastExchange (45) + +- CometProject (44) + +- CometFilter (43) + +- CometScan parquet spark_catalog.default.web_site (42) (1) Scan parquet spark_catalog.default.web_sales @@ -85,255 +77,223 @@ Arguments: hashpartitioning(ws_order_number#4, 5), ENSURE_REQUIREMENTS, CometNat Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] PushedFilters: [IsNotNull(ws_order_number), IsNotNull(ws_warehouse_sk)] ReadSchema: struct -(8) CometFilter +(7) CometFilter Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Condition : (isnotnull(ws_order_number#9) AND isnotnull(ws_warehouse_sk#8)) -(9) CometProject +(8) CometProject Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_warehouse_sk#8, ws_order_number#9] -(10) CometExchange +(9) CometExchange Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: hashpartitioning(ws_order_number#9, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(11) CometSort +(10) CometSort Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_order_number#9 ASC NULLS FIRST] -(12) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#8, ws_order_number#9] - -(13) ReusedExchange [Reuses operator id: 10] +(11) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#11, ws_order_number#12] -(14) CometSort +(12) CometSort Input [2]: [ws_warehouse_sk#11, ws_order_number#12] Arguments: [ws_warehouse_sk#11, ws_order_number#12], [ws_order_number#12 ASC NULLS FIRST] -(15) ColumnarToRow [codegen id : 3] -Input [2]: [ws_warehouse_sk#11, ws_order_number#12] - -(16) SortMergeJoin [codegen id : 4] -Left keys [1]: [ws_order_number#9] -Right keys [1]: [ws_order_number#12] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) +(13) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#8, ws_order_number#9] +Right output [2]: [ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#12], Inner, NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) -(17) Project [codegen id : 4] -Output [1]: [ws_order_number#9] +(14) CometProject Input [4]: [ws_warehouse_sk#8, ws_order_number#9, ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#9] -(18) SortMergeJoin [codegen id : 5] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [ws_order_number#9] -Join type: LeftSemi -Join condition: None +(15) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ws_order_number#9] +Arguments: [ws_order_number#4], [ws_order_number#9], LeftSemi -(19) Scan parquet spark_catalog.default.web_returns +(16) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#13, wr_returned_date_sk#14] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] PushedFilters: [IsNotNull(wr_order_number)] ReadSchema: struct -(20) CometFilter +(17) CometFilter Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Condition : isnotnull(wr_order_number#13) -(21) CometProject +(18) CometProject Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Arguments: [wr_order_number#13], [wr_order_number#13] -(22) CometExchange +(19) CometExchange Input [1]: [wr_order_number#13] Arguments: hashpartitioning(wr_order_number#13, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(23) CometSort +(20) CometSort Input [1]: [wr_order_number#13] Arguments: [wr_order_number#13], [wr_order_number#13 ASC NULLS FIRST] -(24) ColumnarToRow [codegen id : 6] -Input [1]: [wr_order_number#13] - -(25) ReusedExchange [Reuses operator id: 10] +(21) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#15, ws_order_number#16] -(26) CometSort +(22) CometSort Input [2]: [ws_warehouse_sk#15, ws_order_number#16] Arguments: [ws_warehouse_sk#15, ws_order_number#16], [ws_order_number#16 ASC NULLS FIRST] -(27) ColumnarToRow [codegen id : 7] -Input [2]: [ws_warehouse_sk#15, ws_order_number#16] - -(28) ReusedExchange [Reuses operator id: 10] +(23) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#17, ws_order_number#18] -(29) CometSort +(24) CometSort Input [2]: [ws_warehouse_sk#17, ws_order_number#18] Arguments: [ws_warehouse_sk#17, ws_order_number#18], [ws_order_number#18 ASC NULLS FIRST] -(30) ColumnarToRow [codegen id : 8] -Input [2]: [ws_warehouse_sk#17, ws_order_number#18] - -(31) SortMergeJoin [codegen id : 9] -Left keys [1]: [ws_order_number#16] -Right keys [1]: [ws_order_number#18] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#15 = ws_warehouse_sk#17) +(25) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#15, ws_order_number#16] +Right output [2]: [ws_warehouse_sk#17, ws_order_number#18] +Arguments: [ws_order_number#16], [ws_order_number#18], Inner, NOT (ws_warehouse_sk#15 = ws_warehouse_sk#17) -(32) Project [codegen id : 9] -Output [1]: [ws_order_number#16] +(26) CometProject Input [4]: [ws_warehouse_sk#15, ws_order_number#16, ws_warehouse_sk#17, ws_order_number#18] +Arguments: [ws_order_number#16], [ws_order_number#16] -(33) SortMergeJoin [codegen id : 10] -Left keys [1]: [wr_order_number#13] -Right keys [1]: [ws_order_number#16] -Join type: Inner -Join condition: None +(27) CometSortMergeJoin +Left output [1]: [wr_order_number#13] +Right output [1]: [ws_order_number#16] +Arguments: [wr_order_number#13], [ws_order_number#16], Inner -(34) Project [codegen id : 10] -Output [1]: [wr_order_number#13] +(28) CometProject Input [2]: [wr_order_number#13, ws_order_number#16] +Arguments: [wr_order_number#13], [wr_order_number#13] -(35) SortMergeJoin [codegen id : 14] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [wr_order_number#13] -Join type: LeftSemi -Join condition: None +(29) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [wr_order_number#13] +Arguments: [ws_order_number#4], [wr_order_number#13], LeftSemi -(36) Scan parquet spark_catalog.default.date_dim +(30) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#19, d_date#20] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(37) CometFilter +(31) CometFilter Input [2]: [d_date_sk#19, d_date#20] Condition : (((isnotnull(d_date#20) AND (d_date#20 >= 1999-02-01)) AND (d_date#20 <= 1999-04-02)) AND isnotnull(d_date_sk#19)) -(38) CometProject +(32) CometProject Input [2]: [d_date_sk#19, d_date#20] Arguments: [d_date_sk#19], [d_date_sk#19] -(39) ColumnarToRow [codegen id : 11] -Input [1]: [d_date_sk#19] - -(40) BroadcastExchange +(33) CometBroadcastExchange Input [1]: [d_date_sk#19] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +Arguments: [d_date_sk#19] -(41) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#19] -Join type: Inner -Join condition: None +(34) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [d_date_sk#19] +Arguments: [ws_ship_date_sk#1], [d_date_sk#19], Inner, BuildRight -(42) Project [codegen id : 14] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(35) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, d_date_sk#19] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(43) Scan parquet spark_catalog.default.customer_address +(36) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#21, ca_state#22] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(44) CometFilter +(37) CometFilter Input [2]: [ca_address_sk#21, ca_state#22] Condition : ((isnotnull(ca_state#22) AND (ca_state#22 = IL)) AND isnotnull(ca_address_sk#21)) -(45) CometProject +(38) CometProject Input [2]: [ca_address_sk#21, ca_state#22] Arguments: [ca_address_sk#21], [ca_address_sk#21] -(46) ColumnarToRow [codegen id : 12] +(39) CometBroadcastExchange Input [1]: [ca_address_sk#21] +Arguments: [ca_address_sk#21] -(47) BroadcastExchange -Input [1]: [ca_address_sk#21] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] - -(48) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#21] -Join type: Inner -Join condition: None +(40) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ca_address_sk#21] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#21], Inner, BuildRight -(49) Project [codegen id : 14] -Output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(41) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, ca_address_sk#21] +Arguments: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(50) Scan parquet spark_catalog.default.web_site +(42) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#23, web_company_name#24] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(51) CometFilter +(43) CometFilter Input [2]: [web_site_sk#23, web_company_name#24] Condition : ((isnotnull(web_company_name#24) AND (web_company_name#24 = pri )) AND isnotnull(web_site_sk#23)) -(52) CometProject +(44) CometProject Input [2]: [web_site_sk#23, web_company_name#24] Arguments: [web_site_sk#23], [web_site_sk#23] -(53) ColumnarToRow [codegen id : 13] -Input [1]: [web_site_sk#23] - -(54) BroadcastExchange +(45) CometBroadcastExchange Input [1]: [web_site_sk#23] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] +Arguments: [web_site_sk#23] -(55) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#23] -Join type: Inner -Join condition: None +(46) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [web_site_sk#23] +Arguments: [ws_web_site_sk#3], [web_site_sk#23], Inner, BuildRight -(56) Project [codegen id : 14] -Output [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(47) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, web_site_sk#23] +Arguments: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] + +(48) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(57) HashAggregate [codegen id : 14] +(49) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Keys [1]: [ws_order_number#4] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#5)), partial_sum(UnscaledValue(ws_net_profit#6))] Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26] Results [3]: [ws_order_number#4, sum#27, sum#28] -(58) HashAggregate [codegen id : 14] +(50) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#4, sum#27, sum#28] Keys [1]: [ws_order_number#4] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6))] Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26] Results [3]: [ws_order_number#4, sum#27, sum#28] -(59) HashAggregate [codegen id : 14] +(51) HashAggregate [codegen id : 1] Input [3]: [ws_order_number#4, sum#27, sum#28] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6)), partial_count(distinct ws_order_number#4)] Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#25, sum(UnscaledValue(ws_net_profit#6))#26, count(ws_order_number#4)#29] Results [3]: [sum#27, sum#28, count#30] -(60) Exchange +(52) Exchange Input [3]: [sum#27, sum#28, count#30] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(61) HashAggregate [codegen id : 15] +(53) HashAggregate [codegen id : 2] Input [3]: [sum#27, sum#28, count#30] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#5)), sum(UnscaledValue(ws_net_profit#6)), count(distinct ws_order_number#4)] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/simplified.txt index 5cfa7827ab..b6d5c5c365 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4-spark4_0/q95/simplified.txt @@ -1,99 +1,57 @@ -WholeStageCodegen (15) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (14) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (5) - SortMergeJoin [ws_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (3) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (10) - Project [wr_order_number] - SortMergeJoin [wr_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometFilter [wr_order_number,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (9) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (8) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (11) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (12) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (13) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometProject [wr_order_number] + CometSortMergeJoin [wr_order_number,ws_order_number] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometFilter [wr_order_number,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt index 4890b44369..0f3c217d53 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.catalog_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.call_center (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * ColumnarToRow (36) + +- CometHashAggregate (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.catalog_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.call_center (29) (1) Scan parquet spark_catalog.default.catalog_sales @@ -69,192 +64,170 @@ Arguments: hashpartitioning(cs_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] - -(7) Scan parquet spark_catalog.default.catalog_sales +(6) Scan parquet spark_catalog.default.catalog_sales Output [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [cs_warehouse_sk#9, cs_order_number#10, cs_sold_date_sk#11] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_warehouse_sk#9, cs_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: hashpartitioning(cs_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [cs_warehouse_sk#9, cs_order_number#10] Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [cs_warehouse_sk#9, cs_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cs_order_number#10] -Join type: LeftSemi -Join condition: NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [2]: [cs_warehouse_sk#9, cs_order_number#10] +Arguments: [cs_order_number#5], [cs_order_number#10], LeftSemi, NOT (cs_warehouse_sk#4 = cs_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(11) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(14) Scan parquet spark_catalog.default.catalog_returns +(12) Scan parquet spark_catalog.default.catalog_returns Output [2]: [cr_order_number#12, cr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/catalog_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [cr_order_number#12, cr_returned_date_sk#13] Arguments: [cr_order_number#12], [cr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [cr_order_number#12] Arguments: hashpartitioning(cr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [cr_order_number#12] Arguments: [cr_order_number#12], [cr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [cr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [cs_order_number#5] -Right keys [1]: [cr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cr_order_number#12] +Arguments: [cs_order_number#5], [cr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,2002-02-01), LessThanOrEqual(d_date,2002-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 2002-02-01)) AND (d_date#15 <= 2002-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] +Arguments: [d_date_sk#14] -(24) BroadcastExchange -Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +(21) CometBroadcastHashJoin +Left output [6]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [cs_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None - -(26) Project [codegen id : 8] -Output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(22) CometProject Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, d_date_sk#14] +Arguments: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,GA), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = GA)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [cs_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(28) CometProject Input [6]: [cs_ship_addr_sk#2, cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, ca_address_sk#16] +Arguments: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(34) Scan parquet spark_catalog.default.call_center +(29) Scan parquet spark_catalog.default.call_center Output [2]: [cc_call_center_sk#18, cc_county#19] Batched: true Location [not included in comparison]/{warehouse_dir}/call_center] PushedFilters: [IsNotNull(cc_county), EqualTo(cc_county,Williamson County), IsNotNull(cc_call_center_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [cc_call_center_sk#18, cc_county#19] Condition : ((isnotnull(cc_county#19) AND (cc_county#19 = Williamson County)) AND isnotnull(cc_call_center_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [cc_call_center_sk#18, cc_county#19] Arguments: [cc_call_center_sk#18], [cc_call_center_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [cc_call_center_sk#18] +Arguments: [cc_call_center_sk#18] -(38) BroadcastExchange -Input [1]: [cc_call_center_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [cs_call_center_sk#3] -Right keys [1]: [cc_call_center_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +Right output [1]: [cc_call_center_sk#18] +Arguments: [cs_call_center_sk#3], [cc_call_center_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] +(34) CometProject Input [5]: [cs_call_center_sk#3, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7, cc_call_center_sk#18] +Arguments: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7], [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] -(41) HashAggregate [codegen id : 8] +(35) CometHashAggregate Input [3]: [cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7] Keys [1]: [cs_order_number#5] Functions [2]: [partial_sum(UnscaledValue(cs_ext_ship_cost#6)), partial_sum(UnscaledValue(cs_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] -Results [3]: [cs_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] -Input [3]: [cs_order_number#5, sum#22, sum#23] +(36) ColumnarToRow [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] + +(37) HashAggregate [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] Keys [1]: [cs_order_number#5] Functions [2]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21] -Results [3]: [cs_order_number#5, sum#22, sum#23] +Aggregate Attributes [2]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23] +Results [3]: [cs_order_number#5, sum#20, sum#21] -(43) HashAggregate [codegen id : 8] -Input [3]: [cs_order_number#5, sum#22, sum#23] +(38) HashAggregate [codegen id : 1] +Input [3]: [cs_order_number#5, sum#20, sum#21] Keys: [] Functions [3]: [merge_sum(UnscaledValue(cs_ext_ship_cost#6)), merge_sum(UnscaledValue(cs_net_profit#7)), partial_count(distinct cs_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21, count(cs_order_number#5)#24] -Results [3]: [sum#22, sum#23, count#25] +Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23, count(cs_order_number#5)#24] +Results [3]: [sum#20, sum#21, count#25] -(44) Exchange -Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(39) Exchange +Input [3]: [sum#20, sum#21, count#25] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] -Input [3]: [sum#22, sum#23, count#25] +(40) HashAggregate [codegen id : 2] +Input [3]: [sum#20, sum#21, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(cs_ext_ship_cost#6)), sum(UnscaledValue(cs_net_profit#7)), count(distinct cs_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#20, sum(UnscaledValue(cs_net_profit#7))#21, count(cs_order_number#5)#24] -Results [3]: [count(cs_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(cs_ext_ship_cost#6))#20,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(cs_net_profit#7))#21,17,2) AS total net profit #28] +Aggregate Attributes [3]: [sum(UnscaledValue(cs_ext_ship_cost#6))#22, sum(UnscaledValue(cs_net_profit#7))#23, count(cs_order_number#5)#24] +Results [3]: [count(cs_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(cs_ext_ship_cost#6))#22,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(cs_net_profit#7))#23,17,2) AS total net profit #28] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/simplified.txt index 18ba393269..f054ee03e9 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),count(cs_order_number),sum,sum,count,sum,sum,count] HashAggregate [cs_order_number] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] - HashAggregate [cs_order_number,cs_ext_ship_cost,cs_net_profit] [sum(UnscaledValue(cs_ext_ship_cost)),sum(UnscaledValue(cs_net_profit)),sum,sum,sum,sum] - Project [cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_call_center_sk,cc_call_center_sk] - Project [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_addr_sk,ca_address_sk] - Project [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - BroadcastHashJoin [cs_ship_date_sk,d_date_sk] - SortMergeJoin [cs_order_number,cr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - SortMergeJoin [cs_order_number,cs_order_number,cs_warehouse_sk,cs_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometExchange [cs_order_number] #2 - CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] - CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [cs_warehouse_sk,cs_order_number] - CometExchange [cs_order_number] #3 - CometProject [cs_warehouse_sk,cs_order_number] - CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [cr_order_number] - CometExchange [cr_order_number] #4 - CometProject [cr_order_number] - CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [cc_call_center_sk] - CometFilter [cc_call_center_sk,cc_county] - CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] + ColumnarToRow + InputAdapter + CometHashAggregate [cs_order_number,sum,sum,cs_ext_ship_cost,cs_net_profit] + CometProject [cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cc_call_center_sk] + CometProject [cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,ca_address_sk] + CometProject [cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometBroadcastHashJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,d_date_sk] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cr_order_number] + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometSortMergeJoin [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_order_number,cs_warehouse_sk] + CometSort [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometExchange [cs_order_number] #2 + CometProject [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit] + CometFilter [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_ship_date_sk,cs_ship_addr_sk,cs_call_center_sk,cs_warehouse_sk,cs_order_number,cs_ext_ship_cost,cs_net_profit,cs_sold_date_sk] + CometSort [cs_warehouse_sk,cs_order_number] + CometExchange [cs_order_number] #3 + CometProject [cs_warehouse_sk,cs_order_number] + CometScan parquet spark_catalog.default.catalog_sales [cs_warehouse_sk,cs_order_number,cs_sold_date_sk] + CometSort [cr_order_number] + CometExchange [cr_order_number] #4 + CometProject [cr_order_number] + CometScan parquet spark_catalog.default.catalog_returns [cr_order_number,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [cc_call_center_sk] #7 + CometProject [cc_call_center_sk] + CometFilter [cc_call_center_sk,cc_county] + CometScan parquet spark_catalog.default.call_center [cc_call_center_sk,cc_county] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/explain.txt index 35bc188556..a3d3c45317 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/explain.txt @@ -1,180 +1,177 @@ == Physical Plan == -* ColumnarToRow (176) -+- CometSort (175) - +- CometColumnarExchange (174) - +- RowToColumnar (173) - +- * Project (172) - +- * SortMergeJoin Inner (171) - :- * ColumnarToRow (101) - : +- CometSort (100) - : +- CometExchange (99) - : +- CometHashAggregate (98) - : +- CometHashAggregate (97) - : +- CometProject (96) - : +- CometBroadcastHashJoin (95) - : :- CometProject (90) - : : +- CometBroadcastHashJoin (89) - : : :- CometProject (87) - : : : +- CometBroadcastHashJoin (86) - : : : :- CometProject (82) - : : : : +- CometBroadcastHashJoin (81) - : : : : :- CometProject (79) - : : : : : +- CometBroadcastHashJoin (78) - : : : : : :- CometProject (74) - : : : : : : +- CometBroadcastHashJoin (73) - : : : : : : :- CometProject (71) - : : : : : : : +- CometBroadcastHashJoin (70) - : : : : : : : :- CometProject (66) - : : : : : : : : +- CometBroadcastHashJoin (65) - : : : : : : : : :- CometProject (61) - : : : : : : : : : +- CometBroadcastHashJoin (60) - : : : : : : : : : :- CometProject (58) - : : : : : : : : : : +- CometBroadcastHashJoin (57) - : : : : : : : : : : :- CometProject (53) - : : : : : : : : : : : +- CometBroadcastHashJoin (52) - : : : : : : : : : : : :- CometProject (50) - : : : : : : : : : : : : +- CometBroadcastHashJoin (49) - : : : : : : : : : : : : :- CometProject (45) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) - : : : : : : : : : : : : : :- CometProject (40) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) - : : : : : : : : : : : : : : :- CometProject (35) - : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) - : : : : : : : : : : : : : : : :- CometProject (30) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) - : : : : : : : : : : : : : : : : :- CometSort (10) - : : : : : : : : : : : : : : : : : +- CometExchange (9) - : : : : : : : : : : : : : : : : : +- CometProject (8) - : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) - : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) - : : : : : : : : : : : : : : : : : : +- CometFilter (2) - : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) - : : : : : : : : : : : : : : : : : +- CometProject (6) - : : : : : : : : : : : : : : : : : +- CometFilter (5) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) - : : : : : : : : : : : : : : : : +- CometSort (28) - : : : : : : : : : : : : : : : : +- CometProject (27) - : : : : : : : : : : : : : : : : +- CometFilter (26) - : : : : : : : : : : : : : : : : +- CometHashAggregate (25) - : : : : : : : : : : : : : : : : +- CometExchange (24) - : : : : : : : : : : : : : : : : +- CometHashAggregate (23) - : : : : : : : : : : : : : : : : +- CometProject (22) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) - : : : : : : : : : : : : : : : : :- CometSort (15) - : : : : : : : : : : : : : : : : : +- CometExchange (14) - : : : : : : : : : : : : : : : : : +- CometProject (13) - : : : : : : : : : : : : : : : : : +- CometFilter (12) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) - : : : : : : : : : : : : : : : : +- CometSort (20) - : : : : : : : : : : : : : : : : +- CometExchange (19) - : : : : : : : : : : : : : : : : +- CometProject (18) - : : : : : : : : : : : : : : : : +- CometFilter (17) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) - : : : : : : : : : : : : : : : +- CometFilter (32) - : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) - : : : : : : : : : : : : : : +- CometBroadcastExchange (38) - : : : : : : : : : : : : : : +- CometFilter (37) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) - : : : : : : : : : : : : : +- CometBroadcastExchange (43) - : : : : : : : : : : : : : +- CometFilter (42) - : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) - : : : : : : : : : : : : +- CometBroadcastExchange (48) - : : : : : : : : : : : : +- CometFilter (47) - : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) - : : : : : : : : : : : +- ReusedExchange (51) - : : : : : : : : : : +- CometBroadcastExchange (56) - : : : : : : : : : : +- CometFilter (55) - : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) - : : : : : : : : : +- ReusedExchange (59) - : : : : : : : : +- CometBroadcastExchange (64) - : : : : : : : : +- CometFilter (63) - : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) - : : : : : : : +- CometBroadcastExchange (69) - : : : : : : : +- CometFilter (68) - : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) - : : : : : : +- ReusedExchange (72) - : : : : : +- CometBroadcastExchange (77) - : : : : : +- CometFilter (76) - : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) - : : : : +- ReusedExchange (80) - : : : +- CometBroadcastExchange (85) - : : : +- CometFilter (84) - : : : +- CometScan parquet spark_catalog.default.income_band (83) - : : +- ReusedExchange (88) - : +- CometBroadcastExchange (94) - : +- CometProject (93) - : +- CometFilter (92) - : +- CometScan parquet spark_catalog.default.item (91) - +- * ColumnarToRow (170) - +- CometSort (169) - +- CometExchange (168) - +- CometHashAggregate (167) - +- CometHashAggregate (166) - +- CometProject (165) - +- CometBroadcastHashJoin (164) - :- CometProject (162) - : +- CometBroadcastHashJoin (161) - : :- CometProject (159) - : : +- CometBroadcastHashJoin (158) - : : :- CometProject (156) - : : : +- CometBroadcastHashJoin (155) - : : : :- CometProject (153) - : : : : +- CometBroadcastHashJoin (152) - : : : : :- CometProject (150) - : : : : : +- CometBroadcastHashJoin (149) - : : : : : :- CometProject (147) - : : : : : : +- CometBroadcastHashJoin (146) - : : : : : : :- CometProject (144) - : : : : : : : +- CometBroadcastHashJoin (143) - : : : : : : : :- CometProject (141) - : : : : : : : : +- CometBroadcastHashJoin (140) - : : : : : : : : :- CometProject (138) - : : : : : : : : : +- CometBroadcastHashJoin (137) - : : : : : : : : : :- CometProject (135) - : : : : : : : : : : +- CometBroadcastHashJoin (134) - : : : : : : : : : : :- CometProject (132) - : : : : : : : : : : : +- CometBroadcastHashJoin (131) - : : : : : : : : : : : :- CometProject (129) - : : : : : : : : : : : : +- CometBroadcastHashJoin (128) - : : : : : : : : : : : : :- CometProject (126) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (125) - : : : : : : : : : : : : : :- CometProject (123) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (122) - : : : : : : : : : : : : : : :- CometProject (118) - : : : : : : : : : : : : : : : +- CometSortMergeJoin (117) - : : : : : : : : : : : : : : : :- CometSort (111) - : : : : : : : : : : : : : : : : +- CometExchange (110) - : : : : : : : : : : : : : : : : +- CometProject (109) - : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (108) - : : : : : : : : : : : : : : : : :- CometBroadcastExchange (104) - : : : : : : : : : : : : : : : : : +- CometFilter (103) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (102) - : : : : : : : : : : : : : : : : +- CometProject (107) - : : : : : : : : : : : : : : : : +- CometFilter (106) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (105) - : : : : : : : : : : : : : : : +- CometSort (116) - : : : : : : : : : : : : : : : +- CometProject (115) - : : : : : : : : : : : : : : : +- CometFilter (114) - : : : : : : : : : : : : : : : +- CometHashAggregate (113) - : : : : : : : : : : : : : : : +- ReusedExchange (112) - : : : : : : : : : : : : : : +- CometBroadcastExchange (121) - : : : : : : : : : : : : : : +- CometFilter (120) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (119) - : : : : : : : : : : : : : +- ReusedExchange (124) - : : : : : : : : : : : : +- ReusedExchange (127) - : : : : : : : : : : : +- ReusedExchange (130) - : : : : : : : : : : +- ReusedExchange (133) - : : : : : : : : : +- ReusedExchange (136) - : : : : : : : : +- ReusedExchange (139) - : : : : : : : +- ReusedExchange (142) - : : : : : : +- ReusedExchange (145) - : : : : : +- ReusedExchange (148) - : : : : +- ReusedExchange (151) - : : : +- ReusedExchange (154) - : : +- ReusedExchange (157) - : +- ReusedExchange (160) - +- ReusedExchange (163) +* ColumnarToRow (173) ++- CometSort (172) + +- CometColumnarExchange (171) + +- CometProject (170) + +- CometSortMergeJoin (169) + :- CometSort (100) + : +- CometExchange (99) + : +- CometHashAggregate (98) + : +- CometHashAggregate (97) + : +- CometProject (96) + : +- CometBroadcastHashJoin (95) + : :- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometProject (82) + : : : : +- CometBroadcastHashJoin (81) + : : : : :- CometProject (79) + : : : : : +- CometBroadcastHashJoin (78) + : : : : : :- CometProject (74) + : : : : : : +- CometBroadcastHashJoin (73) + : : : : : : :- CometProject (71) + : : : : : : : +- CometBroadcastHashJoin (70) + : : : : : : : :- CometProject (66) + : : : : : : : : +- CometBroadcastHashJoin (65) + : : : : : : : : :- CometProject (61) + : : : : : : : : : +- CometBroadcastHashJoin (60) + : : : : : : : : : :- CometProject (58) + : : : : : : : : : : +- CometBroadcastHashJoin (57) + : : : : : : : : : : :- CometProject (53) + : : : : : : : : : : : +- CometBroadcastHashJoin (52) + : : : : : : : : : : : :- CometProject (50) + : : : : : : : : : : : : +- CometBroadcastHashJoin (49) + : : : : : : : : : : : : :- CometProject (45) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) + : : : : : : : : : : : : : :- CometProject (40) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) + : : : : : : : : : : : : : : :- CometProject (35) + : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) + : : : : : : : : : : : : : : : :- CometProject (30) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) + : : : : : : : : : : : : : : : : :- CometSort (10) + : : : : : : : : : : : : : : : : : +- CometExchange (9) + : : : : : : : : : : : : : : : : : +- CometProject (8) + : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) + : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) + : : : : : : : : : : : : : : : : : : +- CometFilter (2) + : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) + : : : : : : : : : : : : : : : : : +- CometProject (6) + : : : : : : : : : : : : : : : : : +- CometFilter (5) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) + : : : : : : : : : : : : : : : : +- CometSort (28) + : : : : : : : : : : : : : : : : +- CometProject (27) + : : : : : : : : : : : : : : : : +- CometFilter (26) + : : : : : : : : : : : : : : : : +- CometHashAggregate (25) + : : : : : : : : : : : : : : : : +- CometExchange (24) + : : : : : : : : : : : : : : : : +- CometHashAggregate (23) + : : : : : : : : : : : : : : : : +- CometProject (22) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) + : : : : : : : : : : : : : : : : :- CometSort (15) + : : : : : : : : : : : : : : : : : +- CometExchange (14) + : : : : : : : : : : : : : : : : : +- CometProject (13) + : : : : : : : : : : : : : : : : : +- CometFilter (12) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) + : : : : : : : : : : : : : : : : +- CometSort (20) + : : : : : : : : : : : : : : : : +- CometExchange (19) + : : : : : : : : : : : : : : : : +- CometProject (18) + : : : : : : : : : : : : : : : : +- CometFilter (17) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) + : : : : : : : : : : : : : : : +- CometFilter (32) + : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) + : : : : : : : : : : : : : : +- CometBroadcastExchange (38) + : : : : : : : : : : : : : : +- CometFilter (37) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) + : : : : : : : : : : : : : +- CometBroadcastExchange (43) + : : : : : : : : : : : : : +- CometFilter (42) + : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) + : : : : : : : : : : : : +- CometBroadcastExchange (48) + : : : : : : : : : : : : +- CometFilter (47) + : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) + : : : : : : : : : : : +- ReusedExchange (51) + : : : : : : : : : : +- CometBroadcastExchange (56) + : : : : : : : : : : +- CometFilter (55) + : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) + : : : : : : : : : +- ReusedExchange (59) + : : : : : : : : +- CometBroadcastExchange (64) + : : : : : : : : +- CometFilter (63) + : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) + : : : : : : : +- CometBroadcastExchange (69) + : : : : : : : +- CometFilter (68) + : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) + : : : : : : +- ReusedExchange (72) + : : : : : +- CometBroadcastExchange (77) + : : : : : +- CometFilter (76) + : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) + : : : : +- ReusedExchange (80) + : : : +- CometBroadcastExchange (85) + : : : +- CometFilter (84) + : : : +- CometScan parquet spark_catalog.default.income_band (83) + : : +- ReusedExchange (88) + : +- CometBroadcastExchange (94) + : +- CometProject (93) + : +- CometFilter (92) + : +- CometScan parquet spark_catalog.default.item (91) + +- CometSort (168) + +- CometExchange (167) + +- CometHashAggregate (166) + +- CometHashAggregate (165) + +- CometProject (164) + +- CometBroadcastHashJoin (163) + :- CometProject (161) + : +- CometBroadcastHashJoin (160) + : :- CometProject (158) + : : +- CometBroadcastHashJoin (157) + : : :- CometProject (155) + : : : +- CometBroadcastHashJoin (154) + : : : :- CometProject (152) + : : : : +- CometBroadcastHashJoin (151) + : : : : :- CometProject (149) + : : : : : +- CometBroadcastHashJoin (148) + : : : : : :- CometProject (146) + : : : : : : +- CometBroadcastHashJoin (145) + : : : : : : :- CometProject (143) + : : : : : : : +- CometBroadcastHashJoin (142) + : : : : : : : :- CometProject (140) + : : : : : : : : +- CometBroadcastHashJoin (139) + : : : : : : : : :- CometProject (137) + : : : : : : : : : +- CometBroadcastHashJoin (136) + : : : : : : : : : :- CometProject (134) + : : : : : : : : : : +- CometBroadcastHashJoin (133) + : : : : : : : : : : :- CometProject (131) + : : : : : : : : : : : +- CometBroadcastHashJoin (130) + : : : : : : : : : : : :- CometProject (128) + : : : : : : : : : : : : +- CometBroadcastHashJoin (127) + : : : : : : : : : : : : :- CometProject (125) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (124) + : : : : : : : : : : : : : :- CometProject (122) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (121) + : : : : : : : : : : : : : : :- CometProject (117) + : : : : : : : : : : : : : : : +- CometSortMergeJoin (116) + : : : : : : : : : : : : : : : :- CometSort (110) + : : : : : : : : : : : : : : : : +- CometExchange (109) + : : : : : : : : : : : : : : : : +- CometProject (108) + : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (107) + : : : : : : : : : : : : : : : : :- CometBroadcastExchange (103) + : : : : : : : : : : : : : : : : : +- CometFilter (102) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (101) + : : : : : : : : : : : : : : : : +- CometProject (106) + : : : : : : : : : : : : : : : : +- CometFilter (105) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (104) + : : : : : : : : : : : : : : : +- CometSort (115) + : : : : : : : : : : : : : : : +- CometProject (114) + : : : : : : : : : : : : : : : +- CometFilter (113) + : : : : : : : : : : : : : : : +- CometHashAggregate (112) + : : : : : : : : : : : : : : : +- ReusedExchange (111) + : : : : : : : : : : : : : : +- CometBroadcastExchange (120) + : : : : : : : : : : : : : : +- CometFilter (119) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (118) + : : : : : : : : : : : : : +- ReusedExchange (123) + : : : : : : : : : : : : +- ReusedExchange (126) + : : : : : : : : : : : +- ReusedExchange (129) + : : : : : : : : : : +- ReusedExchange (132) + : : : : : : : : : +- ReusedExchange (135) + : : : : : : : : +- ReusedExchange (138) + : : : : : : : +- ReusedExchange (141) + : : : : : : +- ReusedExchange (144) + : : : : : +- ReusedExchange (147) + : : : : +- ReusedExchange (150) + : : : +- ReusedExchange (153) + : : +- ReusedExchange (156) + : +- ReusedExchange (159) + +- ReusedExchange (162) (1) Scan parquet spark_catalog.default.store_sales @@ -637,10 +634,7 @@ Arguments: hashpartitioning(item_sk#77, store_name#78, store_zip#79, 5), ENSURE_ Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] Arguments: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92], [item_sk#77 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, store_zip#79 ASC NULLS FIRST] -(101) ColumnarToRow [codegen id : 1] -Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] - -(102) Scan parquet spark_catalog.default.store_sales +(101) Scan parquet spark_catalog.default.store_sales Output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -648,361 +642,354 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#104), dynamicpruningexpression(ss_s PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_ticket_number), IsNotNull(ss_store_sk), IsNotNull(ss_customer_sk), IsNotNull(ss_cdemo_sk), IsNotNull(ss_promo_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_addr_sk)] ReadSchema: struct -(103) CometFilter +(102) CometFilter Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Condition : (((((((isnotnull(ss_item_sk#93) AND isnotnull(ss_ticket_number#100)) AND isnotnull(ss_store_sk#98)) AND isnotnull(ss_customer_sk#94)) AND isnotnull(ss_cdemo_sk#95)) AND isnotnull(ss_promo_sk#99)) AND isnotnull(ss_hdemo_sk#96)) AND isnotnull(ss_addr_sk#97)) -(104) CometBroadcastExchange +(103) CometBroadcastExchange Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(105) Scan parquet spark_catalog.default.store_returns +(104) Scan parquet spark_catalog.default.store_returns Output [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Batched: true Location [not included in comparison]/{warehouse_dir}/store_returns] PushedFilters: [IsNotNull(sr_item_sk), IsNotNull(sr_ticket_number)] ReadSchema: struct -(106) CometFilter +(105) CometFilter Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Condition : (isnotnull(sr_item_sk#106) AND isnotnull(sr_ticket_number#107)) -(107) CometProject +(106) CometProject Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Arguments: [sr_item_sk#106, sr_ticket_number#107], [sr_item_sk#106, sr_ticket_number#107] -(108) CometBroadcastHashJoin +(107) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_ticket_number#100], [sr_item_sk#106, sr_ticket_number#107], Inner, BuildLeft -(109) CometProject +(108) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(110) CometExchange +(109) CometExchange Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: hashpartitioning(ss_item_sk#93, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6] -(111) CometSort +(110) CometSort Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93 ASC NULLS FIRST] -(112) ReusedExchange [Reuses operator id: 24] +(111) ReusedExchange [Reuses operator id: 24] Output [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] -(113) CometHashAggregate +(112) CometHashAggregate Input [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] Keys [1]: [cs_item_sk#109] Functions [2]: [sum(UnscaledValue(cs_ext_list_price#113)), sum(((cr_refunded_cash#114 + cr_reversed_charge#115) + cr_store_credit#116))] -(114) CometFilter +(113) CometFilter Input [3]: [cs_item_sk#109, sale#30, refund#31] Condition : ((isnotnull(sale#30) AND isnotnull(refund#31)) AND (cast(sale#30 as decimal(21,2)) > (2 * refund#31))) -(115) CometProject +(114) CometProject Input [3]: [cs_item_sk#109, sale#30, refund#31] Arguments: [cs_item_sk#109], [cs_item_sk#109] -(116) CometSort +(115) CometSort Input [1]: [cs_item_sk#109] Arguments: [cs_item_sk#109], [cs_item_sk#109 ASC NULLS FIRST] -(117) CometSortMergeJoin +(116) CometSortMergeJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [1]: [cs_item_sk#109] Arguments: [ss_item_sk#93], [cs_item_sk#109], Inner -(118) CometProject +(117) CometProject Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, cs_item_sk#109] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(119) Scan parquet spark_catalog.default.date_dim +(118) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(120) CometFilter +(119) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(121) CometBroadcastExchange +(120) CometBroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: [d_date_sk#117, d_year#118] -(122) CometBroadcastHashJoin +(121) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [d_date_sk#117, d_year#118] Arguments: [ss_sold_date_sk#104], [d_date_sk#117], Inner, BuildRight -(123) CometProject +(122) CometProject Input [13]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, d_date_sk#117, d_year#118] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] -(124) ReusedExchange [Reuses operator id: 38] +(123) ReusedExchange [Reuses operator id: 38] Output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] -(125) CometBroadcastHashJoin +(124) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] Right output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_store_sk#98], [s_store_sk#119], Inner, BuildRight -(126) CometProject +(125) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] -(127) ReusedExchange [Reuses operator id: 43] +(126) ReusedExchange [Reuses operator id: 43] Output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(128) CometBroadcastHashJoin +(127) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] Right output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_customer_sk#94], [c_customer_sk#122], Inner, BuildRight -(129) CometProject +(128) CometProject Input [18]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(130) ReusedExchange [Reuses operator id: 48] +(129) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#128, d_year#129] -(131) CometBroadcastHashJoin +(130) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Right output [2]: [d_date_sk#128, d_year#129] Arguments: [c_first_sales_date_sk#127], [d_date_sk#128], Inner, BuildRight -(132) CometProject +(131) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127, d_date_sk#128, d_year#129] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] -(133) ReusedExchange [Reuses operator id: 48] +(132) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#130, d_year#131] -(134) CometBroadcastHashJoin +(133) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] Right output [2]: [d_date_sk#130, d_year#131] Arguments: [c_first_shipto_date_sk#126], [d_date_sk#130], Inner, BuildRight -(135) CometProject +(134) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129, d_date_sk#130, d_year#131] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(136) ReusedExchange [Reuses operator id: 56] +(135) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#132, cd_marital_status#133] -(137) CometBroadcastHashJoin +(136) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_cdemo_sk#95], [cd_demo_sk#132], Inner, BuildRight -(138) CometProject +(137) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] -(139) ReusedExchange [Reuses operator id: 56] +(138) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#134, cd_marital_status#135] -(140) CometBroadcastHashJoin +(139) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] Right output [2]: [cd_demo_sk#134, cd_marital_status#135] Arguments: [c_current_cdemo_sk#123], [cd_demo_sk#134], Inner, NOT (cd_marital_status#133 = cd_marital_status#135), BuildRight -(141) CometProject +(140) CometProject Input [18]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133, cd_demo_sk#134, cd_marital_status#135] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(142) ReusedExchange [Reuses operator id: 64] +(141) ReusedExchange [Reuses operator id: 64] Output [1]: [p_promo_sk#136] -(143) CometBroadcastHashJoin +(142) CometBroadcastHashJoin Left output [14]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [1]: [p_promo_sk#136] Arguments: [ss_promo_sk#99], [p_promo_sk#136], Inner, BuildRight -(144) CometProject +(143) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, p_promo_sk#136] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(145) ReusedExchange [Reuses operator id: 69] +(144) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#137, hd_income_band_sk#138] -(146) CometBroadcastHashJoin +(145) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_hdemo_sk#96], [hd_demo_sk#137], Inner, BuildRight -(147) CometProject +(146) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] -(148) ReusedExchange [Reuses operator id: 69] +(147) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#139, hd_income_band_sk#140] -(149) CometBroadcastHashJoin +(148) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] Right output [2]: [hd_demo_sk#139, hd_income_band_sk#140] Arguments: [c_current_hdemo_sk#124], [hd_demo_sk#139], Inner, BuildRight -(150) CometProject +(149) CometProject Input [15]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_demo_sk#139, hd_income_band_sk#140] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] -(151) ReusedExchange [Reuses operator id: 77] +(150) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(152) CometBroadcastHashJoin +(151) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] Right output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_addr_sk#97], [ca_address_sk#141], Inner, BuildRight -(153) CometProject +(152) CometProject Input [18]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(154) ReusedExchange [Reuses operator id: 77] +(153) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(155) CometBroadcastHashJoin +(154) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Right output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [c_current_addr_sk#125], [ca_address_sk#146], Inner, BuildRight -(156) CometProject +(155) CometProject Input [21]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(157) ReusedExchange [Reuses operator id: 85] +(156) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#151] -(158) CometBroadcastHashJoin +(157) CometBroadcastHashJoin Left output [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#151] Arguments: [hd_income_band_sk#138], [ib_income_band_sk#151], Inner, BuildRight -(159) CometProject +(158) CometProject Input [20]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#151] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(160) ReusedExchange [Reuses operator id: 85] +(159) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#152] -(161) CometBroadcastHashJoin +(160) CometBroadcastHashJoin Left output [18]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#152] Arguments: [hd_income_band_sk#140], [ib_income_band_sk#152], Inner, BuildRight -(162) CometProject +(161) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#152] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(163) ReusedExchange [Reuses operator id: 94] +(162) ReusedExchange [Reuses operator id: 94] Output [2]: [i_item_sk#153, i_product_name#154] -(164) CometBroadcastHashJoin +(163) CometBroadcastHashJoin Left output [17]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [2]: [i_item_sk#153, i_product_name#154] Arguments: [ss_item_sk#93], [i_item_sk#153], Inner, BuildRight -(165) CometProject +(164) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Arguments: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154], [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] -(166) CometHashAggregate +(165) CometHashAggregate Input [18]: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [partial_count(1), partial_sum(UnscaledValue(ss_wholesale_cost#101)), partial_sum(UnscaledValue(ss_list_price#102)), partial_sum(UnscaledValue(ss_coupon_amt#103))] -(167) CometHashAggregate +(166) CometHashAggregate Input [19]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131, count#72, sum#155, sum#156, sum#157] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [count(1), sum(UnscaledValue(ss_wholesale_cost#101)), sum(UnscaledValue(ss_list_price#102)), sum(UnscaledValue(ss_coupon_amt#103))] -(168) CometExchange +(167) CometExchange Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: hashpartitioning(item_sk#158, store_name#159, store_zip#160, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7] -(169) CometSort +(168) CometSort Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165], [item_sk#158 ASC NULLS FIRST, store_name#159 ASC NULLS FIRST, store_zip#160 ASC NULLS FIRST] -(170) ColumnarToRow [codegen id : 2] -Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] - -(171) SortMergeJoin [codegen id : 3] -Left keys [3]: [item_sk#77, store_name#78, store_zip#79] -Right keys [3]: [item_sk#158, store_name#159, store_zip#160] -Join type: Inner -Join condition: (cnt#162 <= cnt#89) +(169) CometSortMergeJoin +Left output [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] +Right output [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [item_sk#77, store_name#78, store_zip#79], [item_sk#158, store_name#159, store_zip#160], Inner, (cnt#162 <= cnt#89) -(172) Project [codegen id : 3] -Output [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] +(170) CometProject Input [25]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] -(173) RowToColumnar -Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] - -(174) CometColumnarExchange +(171) CometColumnarExchange Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: rangepartitioning(product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=8] -(175) CometSort +(172) CometSort Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST] -(176) ColumnarToRow [codegen id : 4] +(173) ColumnarToRow [codegen id : 1] Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#12 IN dynamicpruning#13 -BroadcastExchange (180) -+- * ColumnarToRow (179) - +- CometFilter (178) - +- CometScan parquet spark_catalog.default.date_dim (177) +BroadcastExchange (177) ++- * ColumnarToRow (176) + +- CometFilter (175) + +- CometScan parquet spark_catalog.default.date_dim (174) -(177) Scan parquet spark_catalog.default.date_dim +(174) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#32, d_year#33] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,1999), IsNotNull(d_date_sk)] ReadSchema: struct -(178) CometFilter +(175) CometFilter Input [2]: [d_date_sk#32, d_year#33] Condition : ((isnotnull(d_year#33) AND (d_year#33 = 1999)) AND isnotnull(d_date_sk#32)) -(179) ColumnarToRow [codegen id : 1] +(176) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#32, d_year#33] -(180) BroadcastExchange +(177) BroadcastExchange Input [2]: [d_date_sk#32, d_year#33] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9] -Subquery:2 Hosting operator id = 102 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 -BroadcastExchange (184) -+- * ColumnarToRow (183) - +- CometFilter (182) - +- CometScan parquet spark_catalog.default.date_dim (181) +Subquery:2 Hosting operator id = 101 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 +BroadcastExchange (181) ++- * ColumnarToRow (180) + +- CometFilter (179) + +- CometScan parquet spark_catalog.default.date_dim (178) -(181) Scan parquet spark_catalog.default.date_dim +(178) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(182) CometFilter +(179) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(183) ColumnarToRow [codegen id : 1] +(180) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#117, d_year#118] -(184) BroadcastExchange +(181) BroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=10] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/simplified.txt index 665cf4e991..49a08d6f8b 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q64/simplified.txt @@ -1,199 +1,189 @@ -WholeStageCodegen (4) +WholeStageCodegen (1) ColumnarToRow InputAdapter CometSort [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] CometColumnarExchange [product_name,store_name,cnt] #1 - RowToColumnar - WholeStageCodegen (3) - Project [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] - SortMergeJoin [item_sk,store_name,store_zip,item_sk,store_name,store_zip,cnt,cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #2 - CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #3 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - CometExchange [cs_item_sk] #6 - CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] - CometExchange [cs_item_sk,cs_order_number] #7 - CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] - CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometExchange [cr_item_sk,cr_order_number] #8 - CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #9 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 - CometFilter [s_store_sk,s_store_name,s_zip] - CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] - CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #12 + CometProject [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] + CometSortMergeJoin [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #2 + CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #3 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + CometExchange [cs_item_sk] #6 + CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] + CometExchange [cs_item_sk,cs_order_number] #7 + CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] + CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometExchange [cr_item_sk,cr_order_number] #8 + CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #9 CometFilter [d_date_sk,d_year] CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [d_date_sk,d_year] #12 - CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 - CometFilter [cd_demo_sk,cd_marital_status] - CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - CometBroadcastExchange [p_promo_sk] #14 - CometFilter [p_promo_sk] - CometScan parquet spark_catalog.default.promotion [p_promo_sk] - CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 - CometFilter [hd_demo_sk,hd_income_band_sk] - CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometBroadcastExchange [ib_income_band_sk] #17 - CometFilter [ib_income_band_sk] - CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] - ReusedExchange [ib_income_band_sk] #17 - CometBroadcastExchange [i_item_sk,i_product_name] #18 - CometProject [i_item_sk,i_product_name] - CometFilter [i_item_sk,i_current_price,i_color,i_product_name] - CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #19 - CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #20 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #22 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 - CometBroadcastExchange [d_date_sk,d_year] #23 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [s_store_sk,s_store_name,s_zip] #10 - ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [p_promo_sk] #14 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [i_item_sk,i_product_name] #18 + CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 + CometFilter [s_store_sk,s_store_name,s_zip] + CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] + CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #12 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [d_date_sk,d_year] #12 + CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 + CometFilter [cd_demo_sk,cd_marital_status] + CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + CometBroadcastExchange [p_promo_sk] #14 + CometFilter [p_promo_sk] + CometScan parquet spark_catalog.default.promotion [p_promo_sk] + CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 + CometFilter [hd_demo_sk,hd_income_band_sk] + CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometBroadcastExchange [ib_income_band_sk] #17 + CometFilter [ib_income_band_sk] + CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] + ReusedExchange [ib_income_band_sk] #17 + CometBroadcastExchange [i_item_sk,i_product_name] #18 + CometProject [i_item_sk,i_product_name] + CometFilter [i_item_sk,i_current_price,i_color,i_product_name] + CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] + CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #19 + CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #20 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #22 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 + CometBroadcastExchange [d_date_sk,d_year] #23 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [s_store_sk,s_store_name,s_zip] #10 + ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [p_promo_sk] #14 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [i_item_sk,i_product_name] #18 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/explain.txt index 76b1cac0c3..9dad636ae6 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/explain.txt @@ -1,129 +1,128 @@ == Physical Plan == -TakeOrderedAndProject (125) -+- * Project (124) - +- * SortMergeJoin Inner (123) - :- * ColumnarToRow (67) - : +- CometSort (66) - : +- CometExchange (65) - : +- CometFilter (64) - : +- CometHashAggregate (63) - : +- CometExchange (62) - : +- CometHashAggregate (61) - : +- CometHashAggregate (60) - : +- CometExchange (59) - : +- CometHashAggregate (58) - : +- CometUnion (57) - : :- CometProject (22) - : : +- CometSortMergeJoin (21) - : : :- CometSort (15) - : : : +- CometExchange (14) - : : : +- CometProject (13) - : : : +- CometBroadcastHashJoin (12) - : : : :- CometProject (8) - : : : : +- CometBroadcastHashJoin (7) - : : : : :- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- CometBroadcastExchange (6) - : : : : +- CometProject (5) - : : : : +- CometFilter (4) - : : : : +- CometScan parquet spark_catalog.default.item (3) - : : : +- CometBroadcastExchange (11) - : : : +- CometFilter (10) - : : : +- CometScan parquet spark_catalog.default.date_dim (9) - : : +- CometSort (20) - : : +- CometExchange (19) - : : +- CometProject (18) - : : +- CometFilter (17) - : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : :- CometProject (39) - : : +- CometSortMergeJoin (38) - : : :- CometSort (32) - : : : +- CometExchange (31) - : : : +- CometProject (30) - : : : +- CometBroadcastHashJoin (29) - : : : :- CometProject (27) - : : : : +- CometBroadcastHashJoin (26) - : : : : :- CometFilter (24) - : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) - : : : : +- ReusedExchange (25) - : : : +- ReusedExchange (28) - : : +- CometSort (37) - : : +- CometExchange (36) - : : +- CometProject (35) - : : +- CometFilter (34) - : : +- CometScan parquet spark_catalog.default.store_returns (33) - : +- CometProject (56) - : +- CometSortMergeJoin (55) - : :- CometSort (49) - : : +- CometExchange (48) - : : +- CometProject (47) - : : +- CometBroadcastHashJoin (46) - : : :- CometProject (44) - : : : +- CometBroadcastHashJoin (43) - : : : :- CometFilter (41) - : : : : +- CometScan parquet spark_catalog.default.web_sales (40) - : : : +- ReusedExchange (42) - : : +- ReusedExchange (45) - : +- CometSort (54) - : +- CometExchange (53) - : +- CometProject (52) - : +- CometFilter (51) - : +- CometScan parquet spark_catalog.default.web_returns (50) - +- * ColumnarToRow (122) - +- CometSort (121) - +- CometExchange (120) - +- CometFilter (119) - +- CometHashAggregate (118) - +- CometExchange (117) - +- CometHashAggregate (116) - +- CometHashAggregate (115) - +- CometExchange (114) - +- CometHashAggregate (113) - +- CometUnion (112) - :- CometProject (83) - : +- CometSortMergeJoin (82) - : :- CometSort (79) - : : +- CometExchange (78) - : : +- CometProject (77) - : : +- CometBroadcastHashJoin (76) - : : :- CometProject (72) - : : : +- CometBroadcastHashJoin (71) - : : : :- CometFilter (69) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (68) - : : : +- ReusedExchange (70) - : : +- CometBroadcastExchange (75) - : : +- CometFilter (74) - : : +- CometScan parquet spark_catalog.default.date_dim (73) - : +- CometSort (81) - : +- ReusedExchange (80) - :- CometProject (97) - : +- CometSortMergeJoin (96) - : :- CometSort (93) - : : +- CometExchange (92) - : : +- CometProject (91) - : : +- CometBroadcastHashJoin (90) - : : :- CometProject (88) - : : : +- CometBroadcastHashJoin (87) - : : : :- CometFilter (85) - : : : : +- CometScan parquet spark_catalog.default.store_sales (84) - : : : +- ReusedExchange (86) - : : +- ReusedExchange (89) - : +- CometSort (95) - : +- ReusedExchange (94) - +- CometProject (111) - +- CometSortMergeJoin (110) - :- CometSort (107) - : +- CometExchange (106) - : +- CometProject (105) - : +- CometBroadcastHashJoin (104) - : :- CometProject (102) - : : +- CometBroadcastHashJoin (101) - : : :- CometFilter (99) - : : : +- CometScan parquet spark_catalog.default.web_sales (98) - : : +- ReusedExchange (100) - : +- ReusedExchange (103) - +- CometSort (109) - +- ReusedExchange (108) +* ColumnarToRow (124) ++- CometTakeOrderedAndProject (123) + +- CometProject (122) + +- CometSortMergeJoin (121) + :- CometSort (66) + : +- CometExchange (65) + : +- CometFilter (64) + : +- CometHashAggregate (63) + : +- CometExchange (62) + : +- CometHashAggregate (61) + : +- CometHashAggregate (60) + : +- CometExchange (59) + : +- CometHashAggregate (58) + : +- CometUnion (57) + : :- CometProject (22) + : : +- CometSortMergeJoin (21) + : : :- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometBroadcastHashJoin (12) + : : : :- CometProject (8) + : : : : +- CometBroadcastHashJoin (7) + : : : : :- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometBroadcastExchange (6) + : : : : +- CometProject (5) + : : : : +- CometFilter (4) + : : : : +- CometScan parquet spark_catalog.default.item (3) + : : : +- CometBroadcastExchange (11) + : : : +- CometFilter (10) + : : : +- CometScan parquet spark_catalog.default.date_dim (9) + : : +- CometSort (20) + : : +- CometExchange (19) + : : +- CometProject (18) + : : +- CometFilter (17) + : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : :- CometProject (39) + : : +- CometSortMergeJoin (38) + : : :- CometSort (32) + : : : +- CometExchange (31) + : : : +- CometProject (30) + : : : +- CometBroadcastHashJoin (29) + : : : :- CometProject (27) + : : : : +- CometBroadcastHashJoin (26) + : : : : :- CometFilter (24) + : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) + : : : : +- ReusedExchange (25) + : : : +- ReusedExchange (28) + : : +- CometSort (37) + : : +- CometExchange (36) + : : +- CometProject (35) + : : +- CometFilter (34) + : : +- CometScan parquet spark_catalog.default.store_returns (33) + : +- CometProject (56) + : +- CometSortMergeJoin (55) + : :- CometSort (49) + : : +- CometExchange (48) + : : +- CometProject (47) + : : +- CometBroadcastHashJoin (46) + : : :- CometProject (44) + : : : +- CometBroadcastHashJoin (43) + : : : :- CometFilter (41) + : : : : +- CometScan parquet spark_catalog.default.web_sales (40) + : : : +- ReusedExchange (42) + : : +- ReusedExchange (45) + : +- CometSort (54) + : +- CometExchange (53) + : +- CometProject (52) + : +- CometFilter (51) + : +- CometScan parquet spark_catalog.default.web_returns (50) + +- CometSort (120) + +- CometExchange (119) + +- CometFilter (118) + +- CometHashAggregate (117) + +- CometExchange (116) + +- CometHashAggregate (115) + +- CometHashAggregate (114) + +- CometExchange (113) + +- CometHashAggregate (112) + +- CometUnion (111) + :- CometProject (82) + : +- CometSortMergeJoin (81) + : :- CometSort (78) + : : +- CometExchange (77) + : : +- CometProject (76) + : : +- CometBroadcastHashJoin (75) + : : :- CometProject (71) + : : : +- CometBroadcastHashJoin (70) + : : : :- CometFilter (68) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (67) + : : : +- ReusedExchange (69) + : : +- CometBroadcastExchange (74) + : : +- CometFilter (73) + : : +- CometScan parquet spark_catalog.default.date_dim (72) + : +- CometSort (80) + : +- ReusedExchange (79) + :- CometProject (96) + : +- CometSortMergeJoin (95) + : :- CometSort (92) + : : +- CometExchange (91) + : : +- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometFilter (84) + : : : : +- CometScan parquet spark_catalog.default.store_sales (83) + : : : +- ReusedExchange (85) + : : +- ReusedExchange (88) + : +- CometSort (94) + : +- ReusedExchange (93) + +- CometProject (110) + +- CometSortMergeJoin (109) + :- CometSort (106) + : +- CometExchange (105) + : +- CometProject (104) + : +- CometBroadcastHashJoin (103) + : :- CometProject (101) + : : +- CometBroadcastHashJoin (100) + : : :- CometFilter (98) + : : : +- CometScan parquet spark_catalog.default.web_sales (97) + : : +- ReusedExchange (99) + : +- ReusedExchange (102) + +- CometSort (108) + +- ReusedExchange (107) (1) Scan parquet spark_catalog.default.catalog_sales @@ -427,10 +426,7 @@ Arguments: hashpartitioning(i_brand_id#8, i_class_id#9, i_category_id#10, i_manu Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65], [i_brand_id#8 ASC NULLS FIRST, i_class_id#9 ASC NULLS FIRST, i_category_id#10 ASC NULLS FIRST, i_manufact_id#12 ASC NULLS FIRST] -(67) ColumnarToRow [codegen id : 1] -Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] - -(68) Scan parquet spark_catalog.default.catalog_sales +(67) Scan parquet spark_catalog.default.catalog_sales Output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Batched: true Location: InMemoryFileIndex [] @@ -438,71 +434,71 @@ PartitionFilters: [isnotnull(cs_sold_date_sk#70), dynamicpruningexpression(cs_so PushedFilters: [IsNotNull(cs_item_sk)] ReadSchema: struct -(69) CometFilter +(68) CometFilter Input [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Condition : isnotnull(cs_item_sk#66) -(70) ReusedExchange [Reuses operator id: 6] +(69) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(71) CometBroadcastHashJoin +(70) CometBroadcastHashJoin Left output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Right output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66], [i_item_sk#72], Inner, BuildRight -(72) CometProject +(71) CometProject Input [10]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(73) Scan parquet spark_catalog.default.date_dim +(72) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(74) CometFilter +(73) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(75) CometBroadcastExchange +(74) CometBroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: [d_date_sk#77, d_year#78] -(76) CometBroadcastHashJoin +(75) CometBroadcastHashJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Right output [2]: [d_date_sk#77, d_year#78] Arguments: [cs_sold_date_sk#70], [d_date_sk#77], Inner, BuildRight -(77) CometProject +(76) CometProject Input [11]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_date_sk#77, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] -(78) CometExchange +(77) CometExchange Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: hashpartitioning(cs_order_number#67, cs_item_sk#66, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=10] -(79) CometSort +(78) CometSort Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_order_number#67 ASC NULLS FIRST, cs_item_sk#66 ASC NULLS FIRST] -(80) ReusedExchange [Reuses operator id: 19] +(79) ReusedExchange [Reuses operator id: 19] Output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] -(81) CometSort +(80) CometSort Input [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82], [cr_order_number#80 ASC NULLS FIRST, cr_item_sk#79 ASC NULLS FIRST] -(82) CometSortMergeJoin +(81) CometSortMergeJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Right output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cs_order_number#67, cs_item_sk#66], [cr_order_number#80, cr_item_sk#79], LeftOuter -(83) CometProject +(82) CometProject Input [13]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78, cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21], [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, (cs_quantity#68 - coalesce(cr_return_quantity#81, 0)) AS sales_cnt#20, (cs_ext_sales_price#69 - coalesce(cr_return_amount#82, 0.00)) AS sales_amt#21] -(84) Scan parquet spark_catalog.default.store_sales +(83) Scan parquet spark_catalog.default.store_sales Output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Batched: true Location: InMemoryFileIndex [] @@ -510,59 +506,59 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#87), dynamicpruningexpression(ss_so PushedFilters: [IsNotNull(ss_item_sk)] ReadSchema: struct -(85) CometFilter +(84) CometFilter Input [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Condition : isnotnull(ss_item_sk#83) -(86) ReusedExchange [Reuses operator id: 6] +(85) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(87) CometBroadcastHashJoin +(86) CometBroadcastHashJoin Left output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Right output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83], [i_item_sk#89], Inner, BuildRight -(88) CometProject +(87) CometProject Input [10]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(89) ReusedExchange [Reuses operator id: 75] +(88) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#94, d_year#95] -(90) CometBroadcastHashJoin +(89) CometBroadcastHashJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Right output [2]: [d_date_sk#94, d_year#95] Arguments: [ss_sold_date_sk#87], [d_date_sk#94], Inner, BuildRight -(91) CometProject +(90) CometProject Input [11]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_date_sk#94, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] -(92) CometExchange +(91) CometExchange Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: hashpartitioning(ss_ticket_number#84, ss_item_sk#83, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=11] -(93) CometSort +(92) CometSort Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_ticket_number#84 ASC NULLS FIRST, ss_item_sk#83 ASC NULLS FIRST] -(94) ReusedExchange [Reuses operator id: 36] +(93) ReusedExchange [Reuses operator id: 36] Output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] -(95) CometSort +(94) CometSort Input [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99], [sr_ticket_number#97 ASC NULLS FIRST, sr_item_sk#96 ASC NULLS FIRST] -(96) CometSortMergeJoin +(95) CometSortMergeJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Right output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [ss_ticket_number#84, ss_item_sk#83], [sr_ticket_number#97, sr_item_sk#96], LeftOuter -(97) CometProject +(96) CometProject Input [13]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95, sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41], [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, (ss_quantity#85 - coalesce(sr_return_quantity#98, 0)) AS sales_cnt#40, (ss_ext_sales_price#86 - coalesce(sr_return_amt#99, 0.00)) AS sales_amt#41] -(98) Scan parquet spark_catalog.default.web_sales +(97) Scan parquet spark_catalog.default.web_sales Output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -570,144 +566,143 @@ PartitionFilters: [isnotnull(ws_sold_date_sk#104), dynamicpruningexpression(ws_s PushedFilters: [IsNotNull(ws_item_sk)] ReadSchema: struct -(99) CometFilter +(98) CometFilter Input [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Condition : isnotnull(ws_item_sk#100) -(100) ReusedExchange [Reuses operator id: 6] +(99) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(101) CometBroadcastHashJoin +(100) CometBroadcastHashJoin Left output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Right output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100], [i_item_sk#106], Inner, BuildRight -(102) CometProject +(101) CometProject Input [10]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(103) ReusedExchange [Reuses operator id: 75] +(102) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#111, d_year#112] -(104) CometBroadcastHashJoin +(103) CometBroadcastHashJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Right output [2]: [d_date_sk#111, d_year#112] Arguments: [ws_sold_date_sk#104], [d_date_sk#111], Inner, BuildRight -(105) CometProject +(104) CometProject Input [11]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_date_sk#111, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] -(106) CometExchange +(105) CometExchange Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: hashpartitioning(ws_order_number#101, ws_item_sk#100, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=12] -(107) CometSort +(106) CometSort Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_order_number#101 ASC NULLS FIRST, ws_item_sk#100 ASC NULLS FIRST] -(108) ReusedExchange [Reuses operator id: 53] +(107) ReusedExchange [Reuses operator id: 53] Output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] -(109) CometSort +(108) CometSort Input [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116], [wr_order_number#114 ASC NULLS FIRST, wr_item_sk#113 ASC NULLS FIRST] -(110) CometSortMergeJoin +(109) CometSortMergeJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Right output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [ws_order_number#101, ws_item_sk#100], [wr_order_number#114, wr_item_sk#113], LeftOuter -(111) CometProject +(110) CometProject Input [13]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112, wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61], [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, (ws_quantity#102 - coalesce(wr_return_quantity#115, 0)) AS sales_cnt#60, (ws_ext_sales_price#103 - coalesce(wr_return_amt#116, 0.00)) AS sales_amt#61] -(112) CometUnion +(111) CometUnion Child 0 Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Child 1 Input [7]: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41] Child 2 Input [7]: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61] -(113) CometHashAggregate +(112) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(114) CometExchange +(113) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=13] -(115) CometHashAggregate +(114) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(116) CometHashAggregate +(115) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [partial_sum(sales_cnt#20), partial_sum(UnscaledValue(sales_amt#21))] -(117) CometExchange +(116) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=14] -(118) CometHashAggregate +(117) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [sum(sales_cnt#20), sum(UnscaledValue(sales_amt#21))] -(119) CometFilter +(118) CometFilter Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Condition : isnotnull(sales_cnt#118) -(120) CometExchange +(119) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: hashpartitioning(i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=15] -(121) CometSort +(120) CometSort Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119], [i_brand_id#73 ASC NULLS FIRST, i_class_id#74 ASC NULLS FIRST, i_category_id#75 ASC NULLS FIRST, i_manufact_id#76 ASC NULLS FIRST] -(122) ColumnarToRow [codegen id : 2] -Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] - -(123) SortMergeJoin [codegen id : 3] -Left keys [4]: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12] -Right keys [4]: [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -Join type: Inner -Join condition: ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) +(121) CometSortMergeJoin +Left output [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] +Right output [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], Inner, ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) -(124) Project [codegen id : 3] -Output [10]: [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] +(122) CometProject Input [14]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65, d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] + +(123) CometTakeOrderedAndProject +Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] +Arguments: TakeOrderedAndProject(limit=100, orderBy=[sales_cnt_diff#124 ASC NULLS FIRST], output=[prev_year#120,year#121,i_brand_id#8,i_class_id#9,i_category_id#10,i_manufact_id#12,prev_yr_cnt#122,curr_yr_cnt#123,sales_cnt_diff#124,sales_amt_diff#125]), [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], 100, [sales_cnt_diff#124 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -(125) TakeOrderedAndProject +(124) ColumnarToRow [codegen id : 1] Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -Arguments: 100, [sales_cnt_diff#124 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6 -BroadcastExchange (129) -+- * ColumnarToRow (128) - +- CometFilter (127) - +- CometScan parquet spark_catalog.default.date_dim (126) +BroadcastExchange (128) ++- * ColumnarToRow (127) + +- CometFilter (126) + +- CometScan parquet spark_catalog.default.date_dim (125) -(126) Scan parquet spark_catalog.default.date_dim +(125) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#13, d_year#14] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), IsNotNull(d_date_sk)] ReadSchema: struct -(127) CometFilter +(126) CometFilter Input [2]: [d_date_sk#13, d_year#14] Condition : ((isnotnull(d_year#14) AND (d_year#14 = 2002)) AND isnotnull(d_date_sk#13)) -(128) ColumnarToRow [codegen id : 1] +(127) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#13, d_year#14] -(129) BroadcastExchange +(128) BroadcastExchange Input [2]: [d_date_sk#13, d_year#14] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=16] @@ -715,33 +710,33 @@ Subquery:2 Hosting operator id = 23 Hosting Expression = ss_sold_date_sk#26 IN d Subquery:3 Hosting operator id = 40 Hosting Expression = ws_sold_date_sk#46 IN dynamicpruning#6 -Subquery:4 Hosting operator id = 68 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 -BroadcastExchange (133) -+- * ColumnarToRow (132) - +- CometFilter (131) - +- CometScan parquet spark_catalog.default.date_dim (130) +Subquery:4 Hosting operator id = 67 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 +BroadcastExchange (132) ++- * ColumnarToRow (131) + +- CometFilter (130) + +- CometScan parquet spark_catalog.default.date_dim (129) -(130) Scan parquet spark_catalog.default.date_dim +(129) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(131) CometFilter +(130) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(132) ColumnarToRow [codegen id : 1] +(131) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#77, d_year#78] -(133) BroadcastExchange +(132) BroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=17] -Subquery:5 Hosting operator id = 84 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 +Subquery:5 Hosting operator id = 83 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 -Subquery:6 Hosting operator id = 98 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 +Subquery:6 Hosting operator id = 97 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/simplified.txt index 4ae82c2cf0..9e340130a5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q75/simplified.txt @@ -1,150 +1,144 @@ -TakeOrderedAndProject [sales_cnt_diff,prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_amt_diff] - WholeStageCodegen (3) - Project [d_year,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt,sales_amt,sales_amt] - SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_manufact_id,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] +WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometTakeOrderedAndProject [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometProject [d_year,d_year,sales_cnt,sales_cnt,sales_amt,sales_amt] [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometSortMergeJoin [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #4 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometBroadcastExchange [d_date_sk,d_year] #7 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometExchange [cr_order_number,cr_item_sk] #8 - CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #9 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometExchange [sr_ticket_number,sr_item_sk] #10 - CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #11 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometExchange [wr_order_number,wr_item_sk] #12 - CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #4 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometBroadcastExchange [d_date_sk,d_year] #7 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometExchange [cr_order_number,cr_item_sk] #8 + CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #9 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometExchange [sr_ticket_number,sr_item_sk] #10 + CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #11 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometExchange [wr_order_number,wr_item_sk] #12 + CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #16 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #17 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometBroadcastExchange [d_date_sk,d_year] #18 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #19 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #20 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #16 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #17 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometBroadcastExchange [d_date_sk,d_year] #18 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #19 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #20 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/explain.txt index 36cd3bf378..8f23b99792 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/explain.txt @@ -1,49 +1,44 @@ == Physical Plan == -* HashAggregate (45) -+- Exchange (44) - +- * HashAggregate (43) - +- * HashAggregate (42) - +- * HashAggregate (41) - +- * Project (40) - +- * BroadcastHashJoin Inner BuildRight (39) - :- * Project (33) - : +- * BroadcastHashJoin Inner BuildRight (32) - : :- * Project (26) - : : +- * BroadcastHashJoin Inner BuildRight (25) - : : :- * SortMergeJoin LeftAnti (19) - : : : :- * Project (13) - : : : : +- * SortMergeJoin LeftSemi (12) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * ColumnarToRow (11) - : : : : +- CometSort (10) - : : : : +- CometExchange (9) - : : : : +- CometProject (8) - : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : +- * ColumnarToRow (18) - : : : +- CometSort (17) - : : : +- CometExchange (16) - : : : +- CometProject (15) - : : : +- CometScan parquet spark_catalog.default.web_returns (14) - : : +- BroadcastExchange (24) - : : +- * ColumnarToRow (23) - : : +- CometProject (22) - : : +- CometFilter (21) - : : +- CometScan parquet spark_catalog.default.date_dim (20) - : +- BroadcastExchange (31) - : +- * ColumnarToRow (30) - : +- CometProject (29) - : +- CometFilter (28) - : +- CometScan parquet spark_catalog.default.customer_address (27) - +- BroadcastExchange (38) - +- * ColumnarToRow (37) - +- CometProject (36) - +- CometFilter (35) - +- CometScan parquet spark_catalog.default.web_site (34) +* HashAggregate (40) ++- Exchange (39) + +- * HashAggregate (38) + +- * HashAggregate (37) + +- * ColumnarToRow (36) + +- CometHashAggregate (35) + +- CometProject (34) + +- CometBroadcastHashJoin (33) + :- CometProject (28) + : +- CometBroadcastHashJoin (27) + : :- CometProject (22) + : : +- CometBroadcastHashJoin (21) + : : :- CometSortMergeJoin (16) + : : : :- CometProject (11) + : : : : +- CometSortMergeJoin (10) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometSort (9) + : : : : +- CometExchange (8) + : : : : +- CometProject (7) + : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : +- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometScan parquet spark_catalog.default.web_returns (12) + : : +- CometBroadcastExchange (20) + : : +- CometProject (19) + : : +- CometFilter (18) + : : +- CometScan parquet spark_catalog.default.date_dim (17) + : +- CometBroadcastExchange (26) + : +- CometProject (25) + : +- CometFilter (24) + : +- CometScan parquet spark_catalog.default.customer_address (23) + +- CometBroadcastExchange (32) + +- CometProject (31) + +- CometFilter (30) + +- CometScan parquet spark_catalog.default.web_site (29) (1) Scan parquet spark_catalog.default.web_sales @@ -69,192 +64,170 @@ Arguments: hashpartitioning(ws_order_number#5, 5), ENSURE_REQUIREMENTS, CometNat Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] ReadSchema: struct -(8) CometProject +(7) CometProject Input [3]: [ws_warehouse_sk#9, ws_order_number#10, ws_sold_date_sk#11] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_warehouse_sk#9, ws_order_number#10] -(9) CometExchange +(8) CometExchange Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: hashpartitioning(ws_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(10) CometSort +(9) CometSort Input [2]: [ws_warehouse_sk#9, ws_order_number#10] Arguments: [ws_warehouse_sk#9, ws_order_number#10], [ws_order_number#10 ASC NULLS FIRST] -(11) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#9, ws_order_number#10] - -(12) SortMergeJoin [codegen id : 3] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [ws_order_number#10] -Join type: LeftSemi -Join condition: NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) +(10) CometSortMergeJoin +Left output [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [2]: [ws_warehouse_sk#9, ws_order_number#10] +Arguments: [ws_order_number#5], [ws_order_number#10], LeftSemi, NOT (ws_warehouse_sk#4 = ws_warehouse_sk#9) -(13) Project [codegen id : 3] -Output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(11) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_warehouse_sk#4, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(14) Scan parquet spark_catalog.default.web_returns +(12) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#12, wr_returned_date_sk#13] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] ReadSchema: struct -(15) CometProject +(13) CometProject Input [2]: [wr_order_number#12, wr_returned_date_sk#13] Arguments: [wr_order_number#12], [wr_order_number#12] -(16) CometExchange +(14) CometExchange Input [1]: [wr_order_number#12] Arguments: hashpartitioning(wr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(17) CometSort +(15) CometSort Input [1]: [wr_order_number#12] Arguments: [wr_order_number#12], [wr_order_number#12 ASC NULLS FIRST] -(18) ColumnarToRow [codegen id : 4] -Input [1]: [wr_order_number#12] - -(19) SortMergeJoin [codegen id : 8] -Left keys [1]: [ws_order_number#5] -Right keys [1]: [wr_order_number#12] -Join type: LeftAnti -Join condition: None +(16) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [wr_order_number#12] +Arguments: [ws_order_number#5], [wr_order_number#12], LeftAnti -(20) Scan parquet spark_catalog.default.date_dim +(17) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#14, d_date#15] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(21) CometFilter +(18) CometFilter Input [2]: [d_date_sk#14, d_date#15] Condition : (((isnotnull(d_date#15) AND (d_date#15 >= 1999-02-01)) AND (d_date#15 <= 1999-04-02)) AND isnotnull(d_date_sk#14)) -(22) CometProject +(19) CometProject Input [2]: [d_date_sk#14, d_date#15] Arguments: [d_date_sk#14], [d_date_sk#14] -(23) ColumnarToRow [codegen id : 5] +(20) CometBroadcastExchange Input [1]: [d_date_sk#14] +Arguments: [d_date_sk#14] -(24) BroadcastExchange -Input [1]: [d_date_sk#14] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] +(21) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [d_date_sk#14] +Arguments: [ws_ship_date_sk#1], [d_date_sk#14], Inner, BuildRight -(25) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#14] -Join type: Inner -Join condition: None - -(26) Project [codegen id : 8] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(22) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, d_date_sk#14] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(27) Scan parquet spark_catalog.default.customer_address +(23) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#16, ca_state#17] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(28) CometFilter +(24) CometFilter Input [2]: [ca_address_sk#16, ca_state#17] Condition : ((isnotnull(ca_state#17) AND (ca_state#17 = IL)) AND isnotnull(ca_address_sk#16)) -(29) CometProject +(25) CometProject Input [2]: [ca_address_sk#16, ca_state#17] Arguments: [ca_address_sk#16], [ca_address_sk#16] -(30) ColumnarToRow [codegen id : 6] -Input [1]: [ca_address_sk#16] - -(31) BroadcastExchange +(26) CometBroadcastExchange Input [1]: [ca_address_sk#16] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#16] -(32) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#16] -Join type: Inner -Join condition: None +(27) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [ca_address_sk#16] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#16], Inner, BuildRight -(33) Project [codegen id : 8] -Output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(28) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, ca_address_sk#16] +Arguments: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(34) Scan parquet spark_catalog.default.web_site +(29) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#18, web_company_name#19] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(35) CometFilter +(30) CometFilter Input [2]: [web_site_sk#18, web_company_name#19] Condition : ((isnotnull(web_company_name#19) AND (web_company_name#19 = pri )) AND isnotnull(web_site_sk#18)) -(36) CometProject +(31) CometProject Input [2]: [web_site_sk#18, web_company_name#19] Arguments: [web_site_sk#18], [web_site_sk#18] -(37) ColumnarToRow [codegen id : 7] +(32) CometBroadcastExchange Input [1]: [web_site_sk#18] +Arguments: [web_site_sk#18] -(38) BroadcastExchange -Input [1]: [web_site_sk#18] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(39) BroadcastHashJoin [codegen id : 8] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#18] -Join type: Inner -Join condition: None +(33) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +Right output [1]: [web_site_sk#18] +Arguments: [ws_web_site_sk#3], [web_site_sk#18], Inner, BuildRight -(40) Project [codegen id : 8] -Output [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] +(34) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7, web_site_sk#18] +Arguments: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7], [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] -(41) HashAggregate [codegen id : 8] +(35) CometHashAggregate Input [3]: [ws_order_number#5, ws_ext_ship_cost#6, ws_net_profit#7] Keys [1]: [ws_order_number#5] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#6)), partial_sum(UnscaledValue(ws_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] -Results [3]: [ws_order_number#5, sum#22, sum#23] -(42) HashAggregate [codegen id : 8] -Input [3]: [ws_order_number#5, sum#22, sum#23] +(36) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] + +(37) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] Keys [1]: [ws_order_number#5] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21] -Results [3]: [ws_order_number#5, sum#22, sum#23] +Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23] +Results [3]: [ws_order_number#5, sum#20, sum#21] -(43) HashAggregate [codegen id : 8] -Input [3]: [ws_order_number#5, sum#22, sum#23] +(38) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#5, sum#20, sum#21] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#6)), merge_sum(UnscaledValue(ws_net_profit#7)), partial_count(distinct ws_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21, count(ws_order_number#5)#24] -Results [3]: [sum#22, sum#23, count#25] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24] +Results [3]: [sum#20, sum#21, count#25] -(44) Exchange -Input [3]: [sum#22, sum#23, count#25] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(39) Exchange +Input [3]: [sum#20, sum#21, count#25] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(45) HashAggregate [codegen id : 9] -Input [3]: [sum#22, sum#23, count#25] +(40) HashAggregate [codegen id : 2] +Input [3]: [sum#20, sum#21, count#25] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#6)), sum(UnscaledValue(ws_net_profit#7)), count(distinct ws_order_number#5)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#20, sum(UnscaledValue(ws_net_profit#7))#21, count(ws_order_number#5)#24] -Results [3]: [count(ws_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#20,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#21,17,2) AS total net profit #28] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#6))#22, sum(UnscaledValue(ws_net_profit#7))#23, count(ws_order_number#5)#24] +Results [3]: [count(ws_order_number#5)#24 AS order count #26, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#6))#22,17,2) AS total shipping cost #27, MakeDecimal(sum(UnscaledValue(ws_net_profit#7))#23,17,2) AS total net profit #28] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/simplified.txt index 16295d42c6..601f577da9 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q94/simplified.txt @@ -1,68 +1,44 @@ -WholeStageCodegen (9) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (8) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (3) - Project [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (5) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometHashAggregate [ws_order_number,sum,sum,ws_ext_ship_cost,ws_net_profit] + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number,ws_warehouse_sk] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_warehouse_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/explain.txt index 8eb03fe45b..920e23fafa 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/explain.txt @@ -1,65 +1,57 @@ == Physical Plan == -* HashAggregate (61) -+- Exchange (60) - +- * HashAggregate (59) - +- * HashAggregate (58) - +- * HashAggregate (57) - +- * Project (56) - +- * BroadcastHashJoin Inner BuildRight (55) - :- * Project (49) - : +- * BroadcastHashJoin Inner BuildRight (48) - : :- * Project (42) - : : +- * BroadcastHashJoin Inner BuildRight (41) - : : :- * SortMergeJoin LeftSemi (35) - : : : :- * SortMergeJoin LeftSemi (18) - : : : : :- * ColumnarToRow (6) - : : : : : +- CometSort (5) - : : : : : +- CometExchange (4) - : : : : : +- CometProject (3) - : : : : : +- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) - : : : : +- * Project (17) - : : : : +- * SortMergeJoin Inner (16) - : : : : :- * ColumnarToRow (12) - : : : : : +- CometSort (11) - : : : : : +- CometExchange (10) - : : : : : +- CometProject (9) - : : : : : +- CometFilter (8) - : : : : : +- CometScan parquet spark_catalog.default.web_sales (7) - : : : : +- * ColumnarToRow (15) - : : : : +- CometSort (14) - : : : : +- ReusedExchange (13) - : : : +- * Project (34) - : : : +- * SortMergeJoin Inner (33) - : : : :- * ColumnarToRow (24) - : : : : +- CometSort (23) - : : : : +- CometExchange (22) - : : : : +- CometProject (21) - : : : : +- CometFilter (20) - : : : : +- CometScan parquet spark_catalog.default.web_returns (19) - : : : +- * Project (32) - : : : +- * SortMergeJoin Inner (31) - : : : :- * ColumnarToRow (27) - : : : : +- CometSort (26) - : : : : +- ReusedExchange (25) - : : : +- * ColumnarToRow (30) - : : : +- CometSort (29) - : : : +- ReusedExchange (28) - : : +- BroadcastExchange (40) - : : +- * ColumnarToRow (39) - : : +- CometProject (38) - : : +- CometFilter (37) - : : +- CometScan parquet spark_catalog.default.date_dim (36) - : +- BroadcastExchange (47) - : +- * ColumnarToRow (46) - : +- CometProject (45) - : +- CometFilter (44) - : +- CometScan parquet spark_catalog.default.customer_address (43) - +- BroadcastExchange (54) - +- * ColumnarToRow (53) - +- CometProject (52) - +- CometFilter (51) - +- CometScan parquet spark_catalog.default.web_site (50) +* HashAggregate (53) ++- Exchange (52) + +- * HashAggregate (51) + +- * HashAggregate (50) + +- * ColumnarToRow (49) + +- CometHashAggregate (48) + +- CometProject (47) + +- CometBroadcastHashJoin (46) + :- CometProject (41) + : +- CometBroadcastHashJoin (40) + : :- CometProject (35) + : : +- CometBroadcastHashJoin (34) + : : :- CometSortMergeJoin (29) + : : : :- CometSortMergeJoin (15) + : : : : :- CometSort (5) + : : : : : +- CometExchange (4) + : : : : : +- CometProject (3) + : : : : : +- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (1) + : : : : +- CometProject (14) + : : : : +- CometSortMergeJoin (13) + : : : : :- CometSort (10) + : : : : : +- CometExchange (9) + : : : : : +- CometProject (8) + : : : : : +- CometFilter (7) + : : : : : +- CometScan parquet spark_catalog.default.web_sales (6) + : : : : +- CometSort (12) + : : : : +- ReusedExchange (11) + : : : +- CometProject (28) + : : : +- CometSortMergeJoin (27) + : : : :- CometSort (20) + : : : : +- CometExchange (19) + : : : : +- CometProject (18) + : : : : +- CometFilter (17) + : : : : +- CometScan parquet spark_catalog.default.web_returns (16) + : : : +- CometProject (26) + : : : +- CometSortMergeJoin (25) + : : : :- CometSort (22) + : : : : +- ReusedExchange (21) + : : : +- CometSort (24) + : : : +- ReusedExchange (23) + : : +- CometBroadcastExchange (33) + : : +- CometProject (32) + : : +- CometFilter (31) + : : +- CometScan parquet spark_catalog.default.date_dim (30) + : +- CometBroadcastExchange (39) + : +- CometProject (38) + : +- CometFilter (37) + : +- CometScan parquet spark_catalog.default.customer_address (36) + +- CometBroadcastExchange (45) + +- CometProject (44) + +- CometFilter (43) + +- CometScan parquet spark_catalog.default.web_site (42) (1) Scan parquet spark_catalog.default.web_sales @@ -85,258 +77,224 @@ Arguments: hashpartitioning(ws_order_number#4, 5), ENSURE_REQUIREMENTS, CometNat Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Arguments: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4 ASC NULLS FIRST] -(6) ColumnarToRow [codegen id : 1] -Input [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] - -(7) Scan parquet spark_catalog.default.web_sales +(6) Scan parquet spark_catalog.default.web_sales Output [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Batched: true Location [not included in comparison]/{warehouse_dir}/web_sales] PushedFilters: [IsNotNull(ws_order_number), IsNotNull(ws_warehouse_sk)] ReadSchema: struct -(8) CometFilter +(7) CometFilter Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Condition : (isnotnull(ws_order_number#9) AND isnotnull(ws_warehouse_sk#8)) -(9) CometProject +(8) CometProject Input [3]: [ws_warehouse_sk#8, ws_order_number#9, ws_sold_date_sk#10] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_warehouse_sk#8, ws_order_number#9] -(10) CometExchange +(9) CometExchange Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: hashpartitioning(ws_order_number#9, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2] -(11) CometSort +(10) CometSort Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_order_number#9 ASC NULLS FIRST] -(12) ColumnarToRow [codegen id : 2] -Input [2]: [ws_warehouse_sk#8, ws_order_number#9] - -(13) ReusedExchange [Reuses operator id: 10] +(11) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#11, ws_order_number#12] -(14) CometSort +(12) CometSort Input [2]: [ws_warehouse_sk#11, ws_order_number#12] Arguments: [ws_warehouse_sk#11, ws_order_number#12], [ws_order_number#12 ASC NULLS FIRST] -(15) ColumnarToRow [codegen id : 3] -Input [2]: [ws_warehouse_sk#11, ws_order_number#12] - -(16) SortMergeJoin [codegen id : 4] -Left keys [1]: [ws_order_number#9] -Right keys [1]: [ws_order_number#12] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) +(13) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#8, ws_order_number#9] +Right output [2]: [ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#12], Inner, NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) -(17) Project [codegen id : 4] -Output [1]: [ws_order_number#9] +(14) CometProject Input [4]: [ws_warehouse_sk#8, ws_order_number#9, ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#9] -(18) SortMergeJoin [codegen id : 5] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [ws_order_number#9] -Join type: LeftSemi -Join condition: None +(15) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ws_order_number#9] +Arguments: [ws_order_number#4], [ws_order_number#9], LeftSemi -(19) Scan parquet spark_catalog.default.web_returns +(16) Scan parquet spark_catalog.default.web_returns Output [2]: [wr_order_number#13, wr_returned_date_sk#14] Batched: true Location [not included in comparison]/{warehouse_dir}/web_returns] PushedFilters: [IsNotNull(wr_order_number)] ReadSchema: struct -(20) CometFilter +(17) CometFilter Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Condition : isnotnull(wr_order_number#13) -(21) CometProject +(18) CometProject Input [2]: [wr_order_number#13, wr_returned_date_sk#14] Arguments: [wr_order_number#13], [wr_order_number#13] -(22) CometExchange +(19) CometExchange Input [1]: [wr_order_number#13] Arguments: hashpartitioning(wr_order_number#13, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3] -(23) CometSort +(20) CometSort Input [1]: [wr_order_number#13] Arguments: [wr_order_number#13], [wr_order_number#13 ASC NULLS FIRST] -(24) ColumnarToRow [codegen id : 6] -Input [1]: [wr_order_number#13] - -(25) ReusedExchange [Reuses operator id: 10] +(21) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#8, ws_order_number#9] -(26) CometSort +(22) CometSort Input [2]: [ws_warehouse_sk#8, ws_order_number#9] Arguments: [ws_warehouse_sk#8, ws_order_number#9], [ws_order_number#9 ASC NULLS FIRST] -(27) ColumnarToRow [codegen id : 7] -Input [2]: [ws_warehouse_sk#8, ws_order_number#9] - -(28) ReusedExchange [Reuses operator id: 10] +(23) ReusedExchange [Reuses operator id: 9] Output [2]: [ws_warehouse_sk#11, ws_order_number#12] -(29) CometSort +(24) CometSort Input [2]: [ws_warehouse_sk#11, ws_order_number#12] Arguments: [ws_warehouse_sk#11, ws_order_number#12], [ws_order_number#12 ASC NULLS FIRST] -(30) ColumnarToRow [codegen id : 8] -Input [2]: [ws_warehouse_sk#11, ws_order_number#12] - -(31) SortMergeJoin [codegen id : 9] -Left keys [1]: [ws_order_number#9] -Right keys [1]: [ws_order_number#12] -Join type: Inner -Join condition: NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) +(25) CometSortMergeJoin +Left output [2]: [ws_warehouse_sk#8, ws_order_number#9] +Right output [2]: [ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#12], Inner, NOT (ws_warehouse_sk#8 = ws_warehouse_sk#11) -(32) Project [codegen id : 9] -Output [1]: [ws_order_number#9] +(26) CometProject Input [4]: [ws_warehouse_sk#8, ws_order_number#9, ws_warehouse_sk#11, ws_order_number#12] +Arguments: [ws_order_number#9], [ws_order_number#9] -(33) SortMergeJoin [codegen id : 10] -Left keys [1]: [wr_order_number#13] -Right keys [1]: [ws_order_number#9] -Join type: Inner -Join condition: None +(27) CometSortMergeJoin +Left output [1]: [wr_order_number#13] +Right output [1]: [ws_order_number#9] +Arguments: [wr_order_number#13], [ws_order_number#9], Inner -(34) Project [codegen id : 10] -Output [1]: [wr_order_number#13] +(28) CometProject Input [2]: [wr_order_number#13, ws_order_number#9] +Arguments: [wr_order_number#13], [wr_order_number#13] -(35) SortMergeJoin [codegen id : 14] -Left keys [1]: [ws_order_number#4] -Right keys [1]: [wr_order_number#13] -Join type: LeftSemi -Join condition: None +(29) CometSortMergeJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [wr_order_number#13] +Arguments: [ws_order_number#4], [wr_order_number#13], LeftSemi -(36) Scan parquet spark_catalog.default.date_dim +(30) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#15, d_date#16] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_date), GreaterThanOrEqual(d_date,1999-02-01), LessThanOrEqual(d_date,1999-04-02), IsNotNull(d_date_sk)] ReadSchema: struct -(37) CometFilter +(31) CometFilter Input [2]: [d_date_sk#15, d_date#16] Condition : (((isnotnull(d_date#16) AND (d_date#16 >= 1999-02-01)) AND (d_date#16 <= 1999-04-02)) AND isnotnull(d_date_sk#15)) -(38) CometProject +(32) CometProject Input [2]: [d_date_sk#15, d_date#16] Arguments: [d_date_sk#15], [d_date_sk#15] -(39) ColumnarToRow [codegen id : 11] +(33) CometBroadcastExchange Input [1]: [d_date_sk#15] +Arguments: [d_date_sk#15] -(40) BroadcastExchange -Input [1]: [d_date_sk#15] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4] - -(41) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_date_sk#1] -Right keys [1]: [d_date_sk#15] -Join type: Inner -Join condition: None +(34) CometBroadcastHashJoin +Left output [6]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [d_date_sk#15] +Arguments: [ws_ship_date_sk#1], [d_date_sk#15], Inner, BuildRight -(42) Project [codegen id : 14] -Output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(35) CometProject Input [7]: [ws_ship_date_sk#1, ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, d_date_sk#15] +Arguments: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(43) Scan parquet spark_catalog.default.customer_address +(36) Scan parquet spark_catalog.default.customer_address Output [2]: [ca_address_sk#17, ca_state#18] Batched: true Location [not included in comparison]/{warehouse_dir}/customer_address] PushedFilters: [IsNotNull(ca_state), EqualTo(ca_state,IL), IsNotNull(ca_address_sk)] ReadSchema: struct -(44) CometFilter +(37) CometFilter Input [2]: [ca_address_sk#17, ca_state#18] Condition : ((isnotnull(ca_state#18) AND (ca_state#18 = IL)) AND isnotnull(ca_address_sk#17)) -(45) CometProject +(38) CometProject Input [2]: [ca_address_sk#17, ca_state#18] Arguments: [ca_address_sk#17], [ca_address_sk#17] -(46) ColumnarToRow [codegen id : 12] -Input [1]: [ca_address_sk#17] - -(47) BroadcastExchange +(39) CometBroadcastExchange Input [1]: [ca_address_sk#17] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5] +Arguments: [ca_address_sk#17] -(48) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_ship_addr_sk#2] -Right keys [1]: [ca_address_sk#17] -Join type: Inner -Join condition: None +(40) CometBroadcastHashJoin +Left output [5]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [ca_address_sk#17] +Arguments: [ws_ship_addr_sk#2], [ca_address_sk#17], Inner, BuildRight -(49) Project [codegen id : 14] -Output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(41) CometProject Input [6]: [ws_ship_addr_sk#2, ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, ca_address_sk#17] +Arguments: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(50) Scan parquet spark_catalog.default.web_site +(42) Scan parquet spark_catalog.default.web_site Output [2]: [web_site_sk#19, web_company_name#20] Batched: true Location [not included in comparison]/{warehouse_dir}/web_site] PushedFilters: [IsNotNull(web_company_name), EqualTo(web_company_name,pri ), IsNotNull(web_site_sk)] ReadSchema: struct -(51) CometFilter +(43) CometFilter Input [2]: [web_site_sk#19, web_company_name#20] Condition : ((isnotnull(web_company_name#20) AND (web_company_name#20 = pri )) AND isnotnull(web_site_sk#19)) -(52) CometProject +(44) CometProject Input [2]: [web_site_sk#19, web_company_name#20] Arguments: [web_site_sk#19], [web_site_sk#19] -(53) ColumnarToRow [codegen id : 13] +(45) CometBroadcastExchange Input [1]: [web_site_sk#19] +Arguments: [web_site_sk#19] -(54) BroadcastExchange -Input [1]: [web_site_sk#19] -Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6] - -(55) BroadcastHashJoin [codegen id : 14] -Left keys [1]: [ws_web_site_sk#3] -Right keys [1]: [web_site_sk#19] -Join type: Inner -Join condition: None +(46) CometBroadcastHashJoin +Left output [4]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +Right output [1]: [web_site_sk#19] +Arguments: [ws_web_site_sk#3], [web_site_sk#19], Inner, BuildRight -(56) Project [codegen id : 14] -Output [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] +(47) CometProject Input [5]: [ws_web_site_sk#3, ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6, web_site_sk#19] +Arguments: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6], [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] -(57) HashAggregate [codegen id : 14] +(48) CometHashAggregate Input [3]: [ws_order_number#4, ws_ext_ship_cost#5, ws_net_profit#6] Keys [1]: [ws_order_number#4] Functions [2]: [partial_sum(UnscaledValue(ws_ext_ship_cost#5)), partial_sum(UnscaledValue(ws_net_profit#6))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#21, sum(UnscaledValue(ws_net_profit#6))#22] -Results [3]: [ws_order_number#4, sum#23, sum#24] -(58) HashAggregate [codegen id : 14] -Input [3]: [ws_order_number#4, sum#23, sum#24] +(49) ColumnarToRow [codegen id : 1] +Input [3]: [ws_order_number#4, sum#21, sum#22] + +(50) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#4, sum#21, sum#22] Keys [1]: [ws_order_number#4] Functions [2]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6))] -Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#21, sum(UnscaledValue(ws_net_profit#6))#22] -Results [3]: [ws_order_number#4, sum#23, sum#24] +Aggregate Attributes [2]: [sum(UnscaledValue(ws_ext_ship_cost#5))#23, sum(UnscaledValue(ws_net_profit#6))#24] +Results [3]: [ws_order_number#4, sum#21, sum#22] -(59) HashAggregate [codegen id : 14] -Input [3]: [ws_order_number#4, sum#23, sum#24] +(51) HashAggregate [codegen id : 1] +Input [3]: [ws_order_number#4, sum#21, sum#22] Keys: [] Functions [3]: [merge_sum(UnscaledValue(ws_ext_ship_cost#5)), merge_sum(UnscaledValue(ws_net_profit#6)), partial_count(distinct ws_order_number#4)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#21, sum(UnscaledValue(ws_net_profit#6))#22, count(ws_order_number#4)#25] -Results [3]: [sum#23, sum#24, count#26] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#23, sum(UnscaledValue(ws_net_profit#6))#24, count(ws_order_number#4)#25] +Results [3]: [sum#21, sum#22, count#26] -(60) Exchange -Input [3]: [sum#23, sum#24, count#26] -Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7] +(52) Exchange +Input [3]: [sum#21, sum#22, count#26] +Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=4] -(61) HashAggregate [codegen id : 15] -Input [3]: [sum#23, sum#24, count#26] +(53) HashAggregate [codegen id : 2] +Input [3]: [sum#21, sum#22, count#26] Keys: [] Functions [3]: [sum(UnscaledValue(ws_ext_ship_cost#5)), sum(UnscaledValue(ws_net_profit#6)), count(distinct ws_order_number#4)] -Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#21, sum(UnscaledValue(ws_net_profit#6))#22, count(ws_order_number#4)#25] -Results [3]: [count(ws_order_number#4)#25 AS order count #27, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#5))#21,17,2) AS total shipping cost #28, MakeDecimal(sum(UnscaledValue(ws_net_profit#6))#22,17,2) AS total net profit #29] +Aggregate Attributes [3]: [sum(UnscaledValue(ws_ext_ship_cost#5))#23, sum(UnscaledValue(ws_net_profit#6))#24, count(ws_order_number#4)#25] +Results [3]: [count(ws_order_number#4)#25 AS order count #27, MakeDecimal(sum(UnscaledValue(ws_ext_ship_cost#5))#23,17,2) AS total shipping cost #28, MakeDecimal(sum(UnscaledValue(ws_net_profit#6))#24,17,2) AS total net profit #29] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/simplified.txt index 5cfa7827ab..168f353a7b 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q95/simplified.txt @@ -1,99 +1,57 @@ -WholeStageCodegen (15) +WholeStageCodegen (2) HashAggregate [sum,sum,count] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),order count ,total shipping cost ,total net profit ,sum,sum,count] InputAdapter Exchange #1 - WholeStageCodegen (14) + WholeStageCodegen (1) HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),count(ws_order_number),sum,sum,count,sum,sum,count] HashAggregate [ws_order_number] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - HashAggregate [ws_order_number,ws_ext_ship_cost,ws_net_profit] [sum(UnscaledValue(ws_ext_ship_cost)),sum(UnscaledValue(ws_net_profit)),sum,sum,sum,sum] - Project [ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_web_site_sk,web_site_sk] - Project [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_addr_sk,ca_address_sk] - Project [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - BroadcastHashJoin [ws_ship_date_sk,d_date_sk] - SortMergeJoin [ws_order_number,wr_order_number] - InputAdapter - WholeStageCodegen (5) - SortMergeJoin [ws_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometExchange [ws_order_number] #2 - CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] - CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (4) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - CometExchange [ws_order_number] #3 - CometProject [ws_warehouse_sk,ws_order_number] - CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] - InputAdapter - WholeStageCodegen (3) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (10) - Project [wr_order_number] - SortMergeJoin [wr_order_number,ws_order_number] - InputAdapter - WholeStageCodegen (6) - ColumnarToRow - InputAdapter - CometSort [wr_order_number] - CometExchange [wr_order_number] #4 - CometProject [wr_order_number] - CometFilter [wr_order_number,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (9) - Project [ws_order_number] - SortMergeJoin [ws_order_number,ws_order_number,ws_warehouse_sk,ws_warehouse_sk] - InputAdapter - WholeStageCodegen (7) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - WholeStageCodegen (8) - ColumnarToRow - InputAdapter - CometSort [ws_warehouse_sk,ws_order_number] - ReusedExchange [ws_warehouse_sk,ws_order_number] #3 - InputAdapter - BroadcastExchange #5 - WholeStageCodegen (11) - ColumnarToRow - InputAdapter - CometProject [d_date_sk] - CometFilter [d_date_sk,d_date] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] - InputAdapter - BroadcastExchange #6 - WholeStageCodegen (12) - ColumnarToRow - InputAdapter - CometProject [ca_address_sk] - CometFilter [ca_address_sk,ca_state] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] - InputAdapter - BroadcastExchange #7 - WholeStageCodegen (13) - ColumnarToRow - InputAdapter - CometProject [web_site_sk] - CometFilter [web_site_sk,web_company_name] - CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] + ColumnarToRow + InputAdapter + CometHashAggregate [ws_order_number,sum,sum,ws_ext_ship_cost,ws_net_profit] + CometProject [ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,web_site_sk] + CometProject [ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ca_address_sk] + CometProject [ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometBroadcastHashJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,d_date_sk] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,wr_order_number] + CometSortMergeJoin [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_order_number] + CometSort [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometExchange [ws_order_number] #2 + CometProject [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit] + CometFilter [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_ship_date_sk,ws_ship_addr_sk,ws_web_site_sk,ws_order_number,ws_ext_ship_cost,ws_net_profit,ws_sold_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + CometExchange [ws_order_number] #3 + CometProject [ws_warehouse_sk,ws_order_number] + CometFilter [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_warehouse_sk,ws_order_number,ws_sold_date_sk] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometProject [wr_order_number] + CometSortMergeJoin [wr_order_number,ws_order_number] + CometSort [wr_order_number] + CometExchange [wr_order_number] #4 + CometProject [wr_order_number] + CometFilter [wr_order_number,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_order_number,wr_returned_date_sk] + CometProject [ws_order_number] + CometSortMergeJoin [ws_warehouse_sk,ws_order_number,ws_warehouse_sk,ws_order_number] + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometSort [ws_warehouse_sk,ws_order_number] + ReusedExchange [ws_warehouse_sk,ws_order_number] #3 + CometBroadcastExchange [d_date_sk] #5 + CometProject [d_date_sk] + CometFilter [d_date_sk,d_date] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_date] + CometBroadcastExchange [ca_address_sk] #6 + CometProject [ca_address_sk] + CometFilter [ca_address_sk,ca_state] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_state] + CometBroadcastExchange [web_site_sk] #7 + CometProject [web_site_sk] + CometFilter [web_site_sk,web_company_name] + CometScan parquet spark_catalog.default.web_site [web_site_sk,web_company_name] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/explain.txt index bd75cbb40a..77a8f008c1 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/explain.txt @@ -1,180 +1,177 @@ == Physical Plan == -* ColumnarToRow (176) -+- CometSort (175) - +- CometColumnarExchange (174) - +- RowToColumnar (173) - +- * Project (172) - +- * SortMergeJoin Inner (171) - :- * ColumnarToRow (101) - : +- CometSort (100) - : +- CometExchange (99) - : +- CometHashAggregate (98) - : +- CometHashAggregate (97) - : +- CometProject (96) - : +- CometBroadcastHashJoin (95) - : :- CometProject (90) - : : +- CometBroadcastHashJoin (89) - : : :- CometProject (87) - : : : +- CometBroadcastHashJoin (86) - : : : :- CometProject (82) - : : : : +- CometBroadcastHashJoin (81) - : : : : :- CometProject (79) - : : : : : +- CometBroadcastHashJoin (78) - : : : : : :- CometProject (74) - : : : : : : +- CometBroadcastHashJoin (73) - : : : : : : :- CometProject (71) - : : : : : : : +- CometBroadcastHashJoin (70) - : : : : : : : :- CometProject (66) - : : : : : : : : +- CometBroadcastHashJoin (65) - : : : : : : : : :- CometProject (61) - : : : : : : : : : +- CometBroadcastHashJoin (60) - : : : : : : : : : :- CometProject (58) - : : : : : : : : : : +- CometBroadcastHashJoin (57) - : : : : : : : : : : :- CometProject (53) - : : : : : : : : : : : +- CometBroadcastHashJoin (52) - : : : : : : : : : : : :- CometProject (50) - : : : : : : : : : : : : +- CometBroadcastHashJoin (49) - : : : : : : : : : : : : :- CometProject (45) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) - : : : : : : : : : : : : : :- CometProject (40) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) - : : : : : : : : : : : : : : :- CometProject (35) - : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) - : : : : : : : : : : : : : : : :- CometProject (30) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) - : : : : : : : : : : : : : : : : :- CometSort (10) - : : : : : : : : : : : : : : : : : +- CometExchange (9) - : : : : : : : : : : : : : : : : : +- CometProject (8) - : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) - : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) - : : : : : : : : : : : : : : : : : : +- CometFilter (2) - : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) - : : : : : : : : : : : : : : : : : +- CometProject (6) - : : : : : : : : : : : : : : : : : +- CometFilter (5) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) - : : : : : : : : : : : : : : : : +- CometSort (28) - : : : : : : : : : : : : : : : : +- CometProject (27) - : : : : : : : : : : : : : : : : +- CometFilter (26) - : : : : : : : : : : : : : : : : +- CometHashAggregate (25) - : : : : : : : : : : : : : : : : +- CometExchange (24) - : : : : : : : : : : : : : : : : +- CometHashAggregate (23) - : : : : : : : : : : : : : : : : +- CometProject (22) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) - : : : : : : : : : : : : : : : : :- CometSort (15) - : : : : : : : : : : : : : : : : : +- CometExchange (14) - : : : : : : : : : : : : : : : : : +- CometProject (13) - : : : : : : : : : : : : : : : : : +- CometFilter (12) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) - : : : : : : : : : : : : : : : : +- CometSort (20) - : : : : : : : : : : : : : : : : +- CometExchange (19) - : : : : : : : : : : : : : : : : +- CometProject (18) - : : : : : : : : : : : : : : : : +- CometFilter (17) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) - : : : : : : : : : : : : : : : +- CometFilter (32) - : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) - : : : : : : : : : : : : : : +- CometBroadcastExchange (38) - : : : : : : : : : : : : : : +- CometFilter (37) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) - : : : : : : : : : : : : : +- CometBroadcastExchange (43) - : : : : : : : : : : : : : +- CometFilter (42) - : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) - : : : : : : : : : : : : +- CometBroadcastExchange (48) - : : : : : : : : : : : : +- CometFilter (47) - : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) - : : : : : : : : : : : +- ReusedExchange (51) - : : : : : : : : : : +- CometBroadcastExchange (56) - : : : : : : : : : : +- CometFilter (55) - : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) - : : : : : : : : : +- ReusedExchange (59) - : : : : : : : : +- CometBroadcastExchange (64) - : : : : : : : : +- CometFilter (63) - : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) - : : : : : : : +- CometBroadcastExchange (69) - : : : : : : : +- CometFilter (68) - : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) - : : : : : : +- ReusedExchange (72) - : : : : : +- CometBroadcastExchange (77) - : : : : : +- CometFilter (76) - : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) - : : : : +- ReusedExchange (80) - : : : +- CometBroadcastExchange (85) - : : : +- CometFilter (84) - : : : +- CometScan parquet spark_catalog.default.income_band (83) - : : +- ReusedExchange (88) - : +- CometBroadcastExchange (94) - : +- CometProject (93) - : +- CometFilter (92) - : +- CometScan parquet spark_catalog.default.item (91) - +- * ColumnarToRow (170) - +- CometSort (169) - +- CometExchange (168) - +- CometHashAggregate (167) - +- CometHashAggregate (166) - +- CometProject (165) - +- CometBroadcastHashJoin (164) - :- CometProject (162) - : +- CometBroadcastHashJoin (161) - : :- CometProject (159) - : : +- CometBroadcastHashJoin (158) - : : :- CometProject (156) - : : : +- CometBroadcastHashJoin (155) - : : : :- CometProject (153) - : : : : +- CometBroadcastHashJoin (152) - : : : : :- CometProject (150) - : : : : : +- CometBroadcastHashJoin (149) - : : : : : :- CometProject (147) - : : : : : : +- CometBroadcastHashJoin (146) - : : : : : : :- CometProject (144) - : : : : : : : +- CometBroadcastHashJoin (143) - : : : : : : : :- CometProject (141) - : : : : : : : : +- CometBroadcastHashJoin (140) - : : : : : : : : :- CometProject (138) - : : : : : : : : : +- CometBroadcastHashJoin (137) - : : : : : : : : : :- CometProject (135) - : : : : : : : : : : +- CometBroadcastHashJoin (134) - : : : : : : : : : : :- CometProject (132) - : : : : : : : : : : : +- CometBroadcastHashJoin (131) - : : : : : : : : : : : :- CometProject (129) - : : : : : : : : : : : : +- CometBroadcastHashJoin (128) - : : : : : : : : : : : : :- CometProject (126) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (125) - : : : : : : : : : : : : : :- CometProject (123) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (122) - : : : : : : : : : : : : : : :- CometProject (118) - : : : : : : : : : : : : : : : +- CometSortMergeJoin (117) - : : : : : : : : : : : : : : : :- CometSort (111) - : : : : : : : : : : : : : : : : +- CometExchange (110) - : : : : : : : : : : : : : : : : +- CometProject (109) - : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (108) - : : : : : : : : : : : : : : : : :- CometBroadcastExchange (104) - : : : : : : : : : : : : : : : : : +- CometFilter (103) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (102) - : : : : : : : : : : : : : : : : +- CometProject (107) - : : : : : : : : : : : : : : : : +- CometFilter (106) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (105) - : : : : : : : : : : : : : : : +- CometSort (116) - : : : : : : : : : : : : : : : +- CometProject (115) - : : : : : : : : : : : : : : : +- CometFilter (114) - : : : : : : : : : : : : : : : +- CometHashAggregate (113) - : : : : : : : : : : : : : : : +- ReusedExchange (112) - : : : : : : : : : : : : : : +- CometBroadcastExchange (121) - : : : : : : : : : : : : : : +- CometFilter (120) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (119) - : : : : : : : : : : : : : +- ReusedExchange (124) - : : : : : : : : : : : : +- ReusedExchange (127) - : : : : : : : : : : : +- ReusedExchange (130) - : : : : : : : : : : +- ReusedExchange (133) - : : : : : : : : : +- ReusedExchange (136) - : : : : : : : : +- ReusedExchange (139) - : : : : : : : +- ReusedExchange (142) - : : : : : : +- ReusedExchange (145) - : : : : : +- ReusedExchange (148) - : : : : +- ReusedExchange (151) - : : : +- ReusedExchange (154) - : : +- ReusedExchange (157) - : +- ReusedExchange (160) - +- ReusedExchange (163) +* ColumnarToRow (173) ++- CometSort (172) + +- CometColumnarExchange (171) + +- CometProject (170) + +- CometSortMergeJoin (169) + :- CometSort (100) + : +- CometExchange (99) + : +- CometHashAggregate (98) + : +- CometHashAggregate (97) + : +- CometProject (96) + : +- CometBroadcastHashJoin (95) + : :- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometProject (82) + : : : : +- CometBroadcastHashJoin (81) + : : : : :- CometProject (79) + : : : : : +- CometBroadcastHashJoin (78) + : : : : : :- CometProject (74) + : : : : : : +- CometBroadcastHashJoin (73) + : : : : : : :- CometProject (71) + : : : : : : : +- CometBroadcastHashJoin (70) + : : : : : : : :- CometProject (66) + : : : : : : : : +- CometBroadcastHashJoin (65) + : : : : : : : : :- CometProject (61) + : : : : : : : : : +- CometBroadcastHashJoin (60) + : : : : : : : : : :- CometProject (58) + : : : : : : : : : : +- CometBroadcastHashJoin (57) + : : : : : : : : : : :- CometProject (53) + : : : : : : : : : : : +- CometBroadcastHashJoin (52) + : : : : : : : : : : : :- CometProject (50) + : : : : : : : : : : : : +- CometBroadcastHashJoin (49) + : : : : : : : : : : : : :- CometProject (45) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) + : : : : : : : : : : : : : :- CometProject (40) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) + : : : : : : : : : : : : : : :- CometProject (35) + : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) + : : : : : : : : : : : : : : : :- CometProject (30) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) + : : : : : : : : : : : : : : : : :- CometSort (10) + : : : : : : : : : : : : : : : : : +- CometExchange (9) + : : : : : : : : : : : : : : : : : +- CometProject (8) + : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) + : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) + : : : : : : : : : : : : : : : : : : +- CometFilter (2) + : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) + : : : : : : : : : : : : : : : : : +- CometProject (6) + : : : : : : : : : : : : : : : : : +- CometFilter (5) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) + : : : : : : : : : : : : : : : : +- CometSort (28) + : : : : : : : : : : : : : : : : +- CometProject (27) + : : : : : : : : : : : : : : : : +- CometFilter (26) + : : : : : : : : : : : : : : : : +- CometHashAggregate (25) + : : : : : : : : : : : : : : : : +- CometExchange (24) + : : : : : : : : : : : : : : : : +- CometHashAggregate (23) + : : : : : : : : : : : : : : : : +- CometProject (22) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) + : : : : : : : : : : : : : : : : :- CometSort (15) + : : : : : : : : : : : : : : : : : +- CometExchange (14) + : : : : : : : : : : : : : : : : : +- CometProject (13) + : : : : : : : : : : : : : : : : : +- CometFilter (12) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) + : : : : : : : : : : : : : : : : +- CometSort (20) + : : : : : : : : : : : : : : : : +- CometExchange (19) + : : : : : : : : : : : : : : : : +- CometProject (18) + : : : : : : : : : : : : : : : : +- CometFilter (17) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) + : : : : : : : : : : : : : : : +- CometFilter (32) + : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) + : : : : : : : : : : : : : : +- CometBroadcastExchange (38) + : : : : : : : : : : : : : : +- CometFilter (37) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) + : : : : : : : : : : : : : +- CometBroadcastExchange (43) + : : : : : : : : : : : : : +- CometFilter (42) + : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) + : : : : : : : : : : : : +- CometBroadcastExchange (48) + : : : : : : : : : : : : +- CometFilter (47) + : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) + : : : : : : : : : : : +- ReusedExchange (51) + : : : : : : : : : : +- CometBroadcastExchange (56) + : : : : : : : : : : +- CometFilter (55) + : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) + : : : : : : : : : +- ReusedExchange (59) + : : : : : : : : +- CometBroadcastExchange (64) + : : : : : : : : +- CometFilter (63) + : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) + : : : : : : : +- CometBroadcastExchange (69) + : : : : : : : +- CometFilter (68) + : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) + : : : : : : +- ReusedExchange (72) + : : : : : +- CometBroadcastExchange (77) + : : : : : +- CometFilter (76) + : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) + : : : : +- ReusedExchange (80) + : : : +- CometBroadcastExchange (85) + : : : +- CometFilter (84) + : : : +- CometScan parquet spark_catalog.default.income_band (83) + : : +- ReusedExchange (88) + : +- CometBroadcastExchange (94) + : +- CometProject (93) + : +- CometFilter (92) + : +- CometScan parquet spark_catalog.default.item (91) + +- CometSort (168) + +- CometExchange (167) + +- CometHashAggregate (166) + +- CometHashAggregate (165) + +- CometProject (164) + +- CometBroadcastHashJoin (163) + :- CometProject (161) + : +- CometBroadcastHashJoin (160) + : :- CometProject (158) + : : +- CometBroadcastHashJoin (157) + : : :- CometProject (155) + : : : +- CometBroadcastHashJoin (154) + : : : :- CometProject (152) + : : : : +- CometBroadcastHashJoin (151) + : : : : :- CometProject (149) + : : : : : +- CometBroadcastHashJoin (148) + : : : : : :- CometProject (146) + : : : : : : +- CometBroadcastHashJoin (145) + : : : : : : :- CometProject (143) + : : : : : : : +- CometBroadcastHashJoin (142) + : : : : : : : :- CometProject (140) + : : : : : : : : +- CometBroadcastHashJoin (139) + : : : : : : : : :- CometProject (137) + : : : : : : : : : +- CometBroadcastHashJoin (136) + : : : : : : : : : :- CometProject (134) + : : : : : : : : : : +- CometBroadcastHashJoin (133) + : : : : : : : : : : :- CometProject (131) + : : : : : : : : : : : +- CometBroadcastHashJoin (130) + : : : : : : : : : : : :- CometProject (128) + : : : : : : : : : : : : +- CometBroadcastHashJoin (127) + : : : : : : : : : : : : :- CometProject (125) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (124) + : : : : : : : : : : : : : :- CometProject (122) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (121) + : : : : : : : : : : : : : : :- CometProject (117) + : : : : : : : : : : : : : : : +- CometSortMergeJoin (116) + : : : : : : : : : : : : : : : :- CometSort (110) + : : : : : : : : : : : : : : : : +- CometExchange (109) + : : : : : : : : : : : : : : : : +- CometProject (108) + : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (107) + : : : : : : : : : : : : : : : : :- CometBroadcastExchange (103) + : : : : : : : : : : : : : : : : : +- CometFilter (102) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (101) + : : : : : : : : : : : : : : : : +- CometProject (106) + : : : : : : : : : : : : : : : : +- CometFilter (105) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (104) + : : : : : : : : : : : : : : : +- CometSort (115) + : : : : : : : : : : : : : : : +- CometProject (114) + : : : : : : : : : : : : : : : +- CometFilter (113) + : : : : : : : : : : : : : : : +- CometHashAggregate (112) + : : : : : : : : : : : : : : : +- ReusedExchange (111) + : : : : : : : : : : : : : : +- CometBroadcastExchange (120) + : : : : : : : : : : : : : : +- CometFilter (119) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (118) + : : : : : : : : : : : : : +- ReusedExchange (123) + : : : : : : : : : : : : +- ReusedExchange (126) + : : : : : : : : : : : +- ReusedExchange (129) + : : : : : : : : : : +- ReusedExchange (132) + : : : : : : : : : +- ReusedExchange (135) + : : : : : : : : +- ReusedExchange (138) + : : : : : : : +- ReusedExchange (141) + : : : : : : +- ReusedExchange (144) + : : : : : +- ReusedExchange (147) + : : : : +- ReusedExchange (150) + : : : +- ReusedExchange (153) + : : +- ReusedExchange (156) + : +- ReusedExchange (159) + +- ReusedExchange (162) (1) Scan parquet spark_catalog.default.store_sales @@ -637,10 +634,7 @@ Arguments: hashpartitioning(item_sk#77, store_name#78, store_zip#79, 5), ENSURE_ Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] Arguments: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92], [item_sk#77 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, store_zip#79 ASC NULLS FIRST] -(101) ColumnarToRow [codegen id : 1] -Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] - -(102) Scan parquet spark_catalog.default.store_sales +(101) Scan parquet spark_catalog.default.store_sales Output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -648,361 +642,354 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#104), dynamicpruningexpression(ss_s PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_ticket_number), IsNotNull(ss_store_sk), IsNotNull(ss_customer_sk), IsNotNull(ss_cdemo_sk), IsNotNull(ss_promo_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_addr_sk)] ReadSchema: struct -(103) CometFilter +(102) CometFilter Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Condition : (((((((isnotnull(ss_item_sk#93) AND isnotnull(ss_ticket_number#100)) AND isnotnull(ss_store_sk#98)) AND isnotnull(ss_customer_sk#94)) AND isnotnull(ss_cdemo_sk#95)) AND isnotnull(ss_promo_sk#99)) AND isnotnull(ss_hdemo_sk#96)) AND isnotnull(ss_addr_sk#97)) -(104) CometBroadcastExchange +(103) CometBroadcastExchange Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(105) Scan parquet spark_catalog.default.store_returns +(104) Scan parquet spark_catalog.default.store_returns Output [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Batched: true Location [not included in comparison]/{warehouse_dir}/store_returns] PushedFilters: [IsNotNull(sr_item_sk), IsNotNull(sr_ticket_number)] ReadSchema: struct -(106) CometFilter +(105) CometFilter Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Condition : (isnotnull(sr_item_sk#106) AND isnotnull(sr_ticket_number#107)) -(107) CometProject +(106) CometProject Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Arguments: [sr_item_sk#106, sr_ticket_number#107], [sr_item_sk#106, sr_ticket_number#107] -(108) CometBroadcastHashJoin +(107) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_ticket_number#100], [sr_item_sk#106, sr_ticket_number#107], Inner, BuildLeft -(109) CometProject +(108) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(110) CometExchange +(109) CometExchange Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: hashpartitioning(ss_item_sk#93, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6] -(111) CometSort +(110) CometSort Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93 ASC NULLS FIRST] -(112) ReusedExchange [Reuses operator id: 24] +(111) ReusedExchange [Reuses operator id: 24] Output [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] -(113) CometHashAggregate +(112) CometHashAggregate Input [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] Keys [1]: [cs_item_sk#109] Functions [2]: [sum(UnscaledValue(cs_ext_list_price#113)), sum(((cr_refunded_cash#114 + cr_reversed_charge#115) + cr_store_credit#116))] -(114) CometFilter +(113) CometFilter Input [3]: [cs_item_sk#109, sale#30, refund#31] Condition : ((isnotnull(sale#30) AND isnotnull(refund#31)) AND (cast(sale#30 as decimal(21,2)) > (2 * refund#31))) -(115) CometProject +(114) CometProject Input [3]: [cs_item_sk#109, sale#30, refund#31] Arguments: [cs_item_sk#109], [cs_item_sk#109] -(116) CometSort +(115) CometSort Input [1]: [cs_item_sk#109] Arguments: [cs_item_sk#109], [cs_item_sk#109 ASC NULLS FIRST] -(117) CometSortMergeJoin +(116) CometSortMergeJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [1]: [cs_item_sk#109] Arguments: [ss_item_sk#93], [cs_item_sk#109], Inner -(118) CometProject +(117) CometProject Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, cs_item_sk#109] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(119) Scan parquet spark_catalog.default.date_dim +(118) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(120) CometFilter +(119) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(121) CometBroadcastExchange +(120) CometBroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: [d_date_sk#117, d_year#118] -(122) CometBroadcastHashJoin +(121) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [d_date_sk#117, d_year#118] Arguments: [ss_sold_date_sk#104], [d_date_sk#117], Inner, BuildRight -(123) CometProject +(122) CometProject Input [13]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, d_date_sk#117, d_year#118] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] -(124) ReusedExchange [Reuses operator id: 38] +(123) ReusedExchange [Reuses operator id: 38] Output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] -(125) CometBroadcastHashJoin +(124) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] Right output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_store_sk#98], [s_store_sk#119], Inner, BuildRight -(126) CometProject +(125) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] -(127) ReusedExchange [Reuses operator id: 43] +(126) ReusedExchange [Reuses operator id: 43] Output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(128) CometBroadcastHashJoin +(127) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] Right output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_customer_sk#94], [c_customer_sk#122], Inner, BuildRight -(129) CometProject +(128) CometProject Input [18]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(130) ReusedExchange [Reuses operator id: 48] +(129) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#128, d_year#129] -(131) CometBroadcastHashJoin +(130) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Right output [2]: [d_date_sk#128, d_year#129] Arguments: [c_first_sales_date_sk#127], [d_date_sk#128], Inner, BuildRight -(132) CometProject +(131) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127, d_date_sk#128, d_year#129] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] -(133) ReusedExchange [Reuses operator id: 48] +(132) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#130, d_year#131] -(134) CometBroadcastHashJoin +(133) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] Right output [2]: [d_date_sk#130, d_year#131] Arguments: [c_first_shipto_date_sk#126], [d_date_sk#130], Inner, BuildRight -(135) CometProject +(134) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129, d_date_sk#130, d_year#131] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(136) ReusedExchange [Reuses operator id: 56] +(135) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#132, cd_marital_status#133] -(137) CometBroadcastHashJoin +(136) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_cdemo_sk#95], [cd_demo_sk#132], Inner, BuildRight -(138) CometProject +(137) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] -(139) ReusedExchange [Reuses operator id: 56] +(138) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#134, cd_marital_status#135] -(140) CometBroadcastHashJoin +(139) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] Right output [2]: [cd_demo_sk#134, cd_marital_status#135] Arguments: [c_current_cdemo_sk#123], [cd_demo_sk#134], Inner, NOT (cd_marital_status#133 = cd_marital_status#135), BuildRight -(141) CometProject +(140) CometProject Input [18]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133, cd_demo_sk#134, cd_marital_status#135] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(142) ReusedExchange [Reuses operator id: 64] +(141) ReusedExchange [Reuses operator id: 64] Output [1]: [p_promo_sk#136] -(143) CometBroadcastHashJoin +(142) CometBroadcastHashJoin Left output [14]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [1]: [p_promo_sk#136] Arguments: [ss_promo_sk#99], [p_promo_sk#136], Inner, BuildRight -(144) CometProject +(143) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, p_promo_sk#136] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(145) ReusedExchange [Reuses operator id: 69] +(144) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#137, hd_income_band_sk#138] -(146) CometBroadcastHashJoin +(145) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_hdemo_sk#96], [hd_demo_sk#137], Inner, BuildRight -(147) CometProject +(146) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] -(148) ReusedExchange [Reuses operator id: 69] +(147) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#139, hd_income_band_sk#140] -(149) CometBroadcastHashJoin +(148) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] Right output [2]: [hd_demo_sk#139, hd_income_band_sk#140] Arguments: [c_current_hdemo_sk#124], [hd_demo_sk#139], Inner, BuildRight -(150) CometProject +(149) CometProject Input [15]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_demo_sk#139, hd_income_band_sk#140] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] -(151) ReusedExchange [Reuses operator id: 77] +(150) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(152) CometBroadcastHashJoin +(151) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] Right output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_addr_sk#97], [ca_address_sk#141], Inner, BuildRight -(153) CometProject +(152) CometProject Input [18]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(154) ReusedExchange [Reuses operator id: 77] +(153) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(155) CometBroadcastHashJoin +(154) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Right output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [c_current_addr_sk#125], [ca_address_sk#146], Inner, BuildRight -(156) CometProject +(155) CometProject Input [21]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(157) ReusedExchange [Reuses operator id: 85] +(156) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#151] -(158) CometBroadcastHashJoin +(157) CometBroadcastHashJoin Left output [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#151] Arguments: [hd_income_band_sk#138], [ib_income_band_sk#151], Inner, BuildRight -(159) CometProject +(158) CometProject Input [20]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#151] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(160) ReusedExchange [Reuses operator id: 85] +(159) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#152] -(161) CometBroadcastHashJoin +(160) CometBroadcastHashJoin Left output [18]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#152] Arguments: [hd_income_band_sk#140], [ib_income_band_sk#152], Inner, BuildRight -(162) CometProject +(161) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#152] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(163) ReusedExchange [Reuses operator id: 94] +(162) ReusedExchange [Reuses operator id: 94] Output [2]: [i_item_sk#153, i_product_name#154] -(164) CometBroadcastHashJoin +(163) CometBroadcastHashJoin Left output [17]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [2]: [i_item_sk#153, i_product_name#154] Arguments: [ss_item_sk#93], [i_item_sk#153], Inner, BuildRight -(165) CometProject +(164) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Arguments: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154], [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] -(166) CometHashAggregate +(165) CometHashAggregate Input [18]: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [partial_count(1), partial_sum(UnscaledValue(ss_wholesale_cost#101)), partial_sum(UnscaledValue(ss_list_price#102)), partial_sum(UnscaledValue(ss_coupon_amt#103))] -(167) CometHashAggregate +(166) CometHashAggregate Input [19]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131, count#72, sum#155, sum#156, sum#157] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [count(1), sum(UnscaledValue(ss_wholesale_cost#101)), sum(UnscaledValue(ss_list_price#102)), sum(UnscaledValue(ss_coupon_amt#103))] -(168) CometExchange +(167) CometExchange Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: hashpartitioning(item_sk#158, store_name#159, store_zip#160, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7] -(169) CometSort +(168) CometSort Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165], [item_sk#158 ASC NULLS FIRST, store_name#159 ASC NULLS FIRST, store_zip#160 ASC NULLS FIRST] -(170) ColumnarToRow [codegen id : 2] -Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] - -(171) SortMergeJoin [codegen id : 3] -Left keys [3]: [item_sk#77, store_name#78, store_zip#79] -Right keys [3]: [item_sk#158, store_name#159, store_zip#160] -Join type: Inner -Join condition: (cnt#162 <= cnt#89) +(169) CometSortMergeJoin +Left output [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] +Right output [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [item_sk#77, store_name#78, store_zip#79], [item_sk#158, store_name#159, store_zip#160], Inner, (cnt#162 <= cnt#89) -(172) Project [codegen id : 3] -Output [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] +(170) CometProject Input [25]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] -(173) RowToColumnar -Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] - -(174) CometColumnarExchange +(171) CometColumnarExchange Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: rangepartitioning(product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, s1#90 ASC NULLS FIRST, s1#163 ASC NULLS FIRST, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=8] -(175) CometSort +(172) CometSort Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, s1#90 ASC NULLS FIRST, s1#163 ASC NULLS FIRST] -(176) ColumnarToRow [codegen id : 4] +(173) ColumnarToRow [codegen id : 1] Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#12 IN dynamicpruning#13 -BroadcastExchange (180) -+- * ColumnarToRow (179) - +- CometFilter (178) - +- CometScan parquet spark_catalog.default.date_dim (177) +BroadcastExchange (177) ++- * ColumnarToRow (176) + +- CometFilter (175) + +- CometScan parquet spark_catalog.default.date_dim (174) -(177) Scan parquet spark_catalog.default.date_dim +(174) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#32, d_year#33] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,1999), IsNotNull(d_date_sk)] ReadSchema: struct -(178) CometFilter +(175) CometFilter Input [2]: [d_date_sk#32, d_year#33] Condition : ((isnotnull(d_year#33) AND (d_year#33 = 1999)) AND isnotnull(d_date_sk#32)) -(179) ColumnarToRow [codegen id : 1] +(176) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#32, d_year#33] -(180) BroadcastExchange +(177) BroadcastExchange Input [2]: [d_date_sk#32, d_year#33] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9] -Subquery:2 Hosting operator id = 102 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 -BroadcastExchange (184) -+- * ColumnarToRow (183) - +- CometFilter (182) - +- CometScan parquet spark_catalog.default.date_dim (181) +Subquery:2 Hosting operator id = 101 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 +BroadcastExchange (181) ++- * ColumnarToRow (180) + +- CometFilter (179) + +- CometScan parquet spark_catalog.default.date_dim (178) -(181) Scan parquet spark_catalog.default.date_dim +(178) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(182) CometFilter +(179) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(183) ColumnarToRow [codegen id : 1] +(180) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#117, d_year#118] -(184) BroadcastExchange +(181) BroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=10] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/simplified.txt index 911f7fcbd4..f38a6afca6 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q64/simplified.txt @@ -1,199 +1,189 @@ -WholeStageCodegen (4) +WholeStageCodegen (1) ColumnarToRow InputAdapter CometSort [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] CometColumnarExchange [product_name,store_name,cnt,s1,s1] #1 - RowToColumnar - WholeStageCodegen (3) - Project [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] - SortMergeJoin [item_sk,store_name,store_zip,item_sk,store_name,store_zip,cnt,cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #2 - CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #3 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - CometExchange [cs_item_sk] #6 - CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] - CometExchange [cs_item_sk,cs_order_number] #7 - CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] - CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometExchange [cr_item_sk,cr_order_number] #8 - CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #9 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 - CometFilter [s_store_sk,s_store_name,s_zip] - CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] - CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #12 + CometProject [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] + CometSortMergeJoin [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #2 + CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #3 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + CometExchange [cs_item_sk] #6 + CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] + CometExchange [cs_item_sk,cs_order_number] #7 + CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] + CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometExchange [cr_item_sk,cr_order_number] #8 + CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #9 CometFilter [d_date_sk,d_year] CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [d_date_sk,d_year] #12 - CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 - CometFilter [cd_demo_sk,cd_marital_status] - CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - CometBroadcastExchange [p_promo_sk] #14 - CometFilter [p_promo_sk] - CometScan parquet spark_catalog.default.promotion [p_promo_sk] - CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 - CometFilter [hd_demo_sk,hd_income_band_sk] - CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometBroadcastExchange [ib_income_band_sk] #17 - CometFilter [ib_income_band_sk] - CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] - ReusedExchange [ib_income_band_sk] #17 - CometBroadcastExchange [i_item_sk,i_product_name] #18 - CometProject [i_item_sk,i_product_name] - CometFilter [i_item_sk,i_current_price,i_color,i_product_name] - CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #19 - CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #20 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #22 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 - CometBroadcastExchange [d_date_sk,d_year] #23 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [s_store_sk,s_store_name,s_zip] #10 - ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [p_promo_sk] #14 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [i_item_sk,i_product_name] #18 + CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 + CometFilter [s_store_sk,s_store_name,s_zip] + CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] + CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #12 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [d_date_sk,d_year] #12 + CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 + CometFilter [cd_demo_sk,cd_marital_status] + CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + CometBroadcastExchange [p_promo_sk] #14 + CometFilter [p_promo_sk] + CometScan parquet spark_catalog.default.promotion [p_promo_sk] + CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 + CometFilter [hd_demo_sk,hd_income_band_sk] + CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometBroadcastExchange [ib_income_band_sk] #17 + CometFilter [ib_income_band_sk] + CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] + ReusedExchange [ib_income_band_sk] #17 + CometBroadcastExchange [i_item_sk,i_product_name] #18 + CometProject [i_item_sk,i_product_name] + CometFilter [i_item_sk,i_current_price,i_color,i_product_name] + CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] + CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #19 + CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #20 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #22 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 + CometBroadcastExchange [d_date_sk,d_year] #23 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [s_store_sk,s_store_name,s_zip] #10 + ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [p_promo_sk] #14 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [i_item_sk,i_product_name] #18 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/explain.txt index 68deab5574..efbd3299c5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/explain.txt @@ -1,129 +1,128 @@ == Physical Plan == -TakeOrderedAndProject (125) -+- * Project (124) - +- * SortMergeJoin Inner (123) - :- * ColumnarToRow (67) - : +- CometSort (66) - : +- CometExchange (65) - : +- CometFilter (64) - : +- CometHashAggregate (63) - : +- CometExchange (62) - : +- CometHashAggregate (61) - : +- CometHashAggregate (60) - : +- CometExchange (59) - : +- CometHashAggregate (58) - : +- CometUnion (57) - : :- CometProject (22) - : : +- CometSortMergeJoin (21) - : : :- CometSort (15) - : : : +- CometExchange (14) - : : : +- CometProject (13) - : : : +- CometBroadcastHashJoin (12) - : : : :- CometProject (8) - : : : : +- CometBroadcastHashJoin (7) - : : : : :- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- CometBroadcastExchange (6) - : : : : +- CometProject (5) - : : : : +- CometFilter (4) - : : : : +- CometScan parquet spark_catalog.default.item (3) - : : : +- CometBroadcastExchange (11) - : : : +- CometFilter (10) - : : : +- CometScan parquet spark_catalog.default.date_dim (9) - : : +- CometSort (20) - : : +- CometExchange (19) - : : +- CometProject (18) - : : +- CometFilter (17) - : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : :- CometProject (39) - : : +- CometSortMergeJoin (38) - : : :- CometSort (32) - : : : +- CometExchange (31) - : : : +- CometProject (30) - : : : +- CometBroadcastHashJoin (29) - : : : :- CometProject (27) - : : : : +- CometBroadcastHashJoin (26) - : : : : :- CometFilter (24) - : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) - : : : : +- ReusedExchange (25) - : : : +- ReusedExchange (28) - : : +- CometSort (37) - : : +- CometExchange (36) - : : +- CometProject (35) - : : +- CometFilter (34) - : : +- CometScan parquet spark_catalog.default.store_returns (33) - : +- CometProject (56) - : +- CometSortMergeJoin (55) - : :- CometSort (49) - : : +- CometExchange (48) - : : +- CometProject (47) - : : +- CometBroadcastHashJoin (46) - : : :- CometProject (44) - : : : +- CometBroadcastHashJoin (43) - : : : :- CometFilter (41) - : : : : +- CometScan parquet spark_catalog.default.web_sales (40) - : : : +- ReusedExchange (42) - : : +- ReusedExchange (45) - : +- CometSort (54) - : +- CometExchange (53) - : +- CometProject (52) - : +- CometFilter (51) - : +- CometScan parquet spark_catalog.default.web_returns (50) - +- * ColumnarToRow (122) - +- CometSort (121) - +- CometExchange (120) - +- CometFilter (119) - +- CometHashAggregate (118) - +- CometExchange (117) - +- CometHashAggregate (116) - +- CometHashAggregate (115) - +- CometExchange (114) - +- CometHashAggregate (113) - +- CometUnion (112) - :- CometProject (83) - : +- CometSortMergeJoin (82) - : :- CometSort (79) - : : +- CometExchange (78) - : : +- CometProject (77) - : : +- CometBroadcastHashJoin (76) - : : :- CometProject (72) - : : : +- CometBroadcastHashJoin (71) - : : : :- CometFilter (69) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (68) - : : : +- ReusedExchange (70) - : : +- CometBroadcastExchange (75) - : : +- CometFilter (74) - : : +- CometScan parquet spark_catalog.default.date_dim (73) - : +- CometSort (81) - : +- ReusedExchange (80) - :- CometProject (97) - : +- CometSortMergeJoin (96) - : :- CometSort (93) - : : +- CometExchange (92) - : : +- CometProject (91) - : : +- CometBroadcastHashJoin (90) - : : :- CometProject (88) - : : : +- CometBroadcastHashJoin (87) - : : : :- CometFilter (85) - : : : : +- CometScan parquet spark_catalog.default.store_sales (84) - : : : +- ReusedExchange (86) - : : +- ReusedExchange (89) - : +- CometSort (95) - : +- ReusedExchange (94) - +- CometProject (111) - +- CometSortMergeJoin (110) - :- CometSort (107) - : +- CometExchange (106) - : +- CometProject (105) - : +- CometBroadcastHashJoin (104) - : :- CometProject (102) - : : +- CometBroadcastHashJoin (101) - : : :- CometFilter (99) - : : : +- CometScan parquet spark_catalog.default.web_sales (98) - : : +- ReusedExchange (100) - : +- ReusedExchange (103) - +- CometSort (109) - +- ReusedExchange (108) +* ColumnarToRow (124) ++- CometTakeOrderedAndProject (123) + +- CometProject (122) + +- CometSortMergeJoin (121) + :- CometSort (66) + : +- CometExchange (65) + : +- CometFilter (64) + : +- CometHashAggregate (63) + : +- CometExchange (62) + : +- CometHashAggregate (61) + : +- CometHashAggregate (60) + : +- CometExchange (59) + : +- CometHashAggregate (58) + : +- CometUnion (57) + : :- CometProject (22) + : : +- CometSortMergeJoin (21) + : : :- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometBroadcastHashJoin (12) + : : : :- CometProject (8) + : : : : +- CometBroadcastHashJoin (7) + : : : : :- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometBroadcastExchange (6) + : : : : +- CometProject (5) + : : : : +- CometFilter (4) + : : : : +- CometScan parquet spark_catalog.default.item (3) + : : : +- CometBroadcastExchange (11) + : : : +- CometFilter (10) + : : : +- CometScan parquet spark_catalog.default.date_dim (9) + : : +- CometSort (20) + : : +- CometExchange (19) + : : +- CometProject (18) + : : +- CometFilter (17) + : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : :- CometProject (39) + : : +- CometSortMergeJoin (38) + : : :- CometSort (32) + : : : +- CometExchange (31) + : : : +- CometProject (30) + : : : +- CometBroadcastHashJoin (29) + : : : :- CometProject (27) + : : : : +- CometBroadcastHashJoin (26) + : : : : :- CometFilter (24) + : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) + : : : : +- ReusedExchange (25) + : : : +- ReusedExchange (28) + : : +- CometSort (37) + : : +- CometExchange (36) + : : +- CometProject (35) + : : +- CometFilter (34) + : : +- CometScan parquet spark_catalog.default.store_returns (33) + : +- CometProject (56) + : +- CometSortMergeJoin (55) + : :- CometSort (49) + : : +- CometExchange (48) + : : +- CometProject (47) + : : +- CometBroadcastHashJoin (46) + : : :- CometProject (44) + : : : +- CometBroadcastHashJoin (43) + : : : :- CometFilter (41) + : : : : +- CometScan parquet spark_catalog.default.web_sales (40) + : : : +- ReusedExchange (42) + : : +- ReusedExchange (45) + : +- CometSort (54) + : +- CometExchange (53) + : +- CometProject (52) + : +- CometFilter (51) + : +- CometScan parquet spark_catalog.default.web_returns (50) + +- CometSort (120) + +- CometExchange (119) + +- CometFilter (118) + +- CometHashAggregate (117) + +- CometExchange (116) + +- CometHashAggregate (115) + +- CometHashAggregate (114) + +- CometExchange (113) + +- CometHashAggregate (112) + +- CometUnion (111) + :- CometProject (82) + : +- CometSortMergeJoin (81) + : :- CometSort (78) + : : +- CometExchange (77) + : : +- CometProject (76) + : : +- CometBroadcastHashJoin (75) + : : :- CometProject (71) + : : : +- CometBroadcastHashJoin (70) + : : : :- CometFilter (68) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (67) + : : : +- ReusedExchange (69) + : : +- CometBroadcastExchange (74) + : : +- CometFilter (73) + : : +- CometScan parquet spark_catalog.default.date_dim (72) + : +- CometSort (80) + : +- ReusedExchange (79) + :- CometProject (96) + : +- CometSortMergeJoin (95) + : :- CometSort (92) + : : +- CometExchange (91) + : : +- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometFilter (84) + : : : : +- CometScan parquet spark_catalog.default.store_sales (83) + : : : +- ReusedExchange (85) + : : +- ReusedExchange (88) + : +- CometSort (94) + : +- ReusedExchange (93) + +- CometProject (110) + +- CometSortMergeJoin (109) + :- CometSort (106) + : +- CometExchange (105) + : +- CometProject (104) + : +- CometBroadcastHashJoin (103) + : :- CometProject (101) + : : +- CometBroadcastHashJoin (100) + : : :- CometFilter (98) + : : : +- CometScan parquet spark_catalog.default.web_sales (97) + : : +- ReusedExchange (99) + : +- ReusedExchange (102) + +- CometSort (108) + +- ReusedExchange (107) (1) Scan parquet spark_catalog.default.catalog_sales @@ -427,10 +426,7 @@ Arguments: hashpartitioning(i_brand_id#8, i_class_id#9, i_category_id#10, i_manu Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65], [i_brand_id#8 ASC NULLS FIRST, i_class_id#9 ASC NULLS FIRST, i_category_id#10 ASC NULLS FIRST, i_manufact_id#12 ASC NULLS FIRST] -(67) ColumnarToRow [codegen id : 1] -Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] - -(68) Scan parquet spark_catalog.default.catalog_sales +(67) Scan parquet spark_catalog.default.catalog_sales Output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Batched: true Location: InMemoryFileIndex [] @@ -438,71 +434,71 @@ PartitionFilters: [isnotnull(cs_sold_date_sk#70), dynamicpruningexpression(cs_so PushedFilters: [IsNotNull(cs_item_sk)] ReadSchema: struct -(69) CometFilter +(68) CometFilter Input [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Condition : isnotnull(cs_item_sk#66) -(70) ReusedExchange [Reuses operator id: 6] +(69) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(71) CometBroadcastHashJoin +(70) CometBroadcastHashJoin Left output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Right output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66], [i_item_sk#72], Inner, BuildRight -(72) CometProject +(71) CometProject Input [10]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(73) Scan parquet spark_catalog.default.date_dim +(72) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(74) CometFilter +(73) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(75) CometBroadcastExchange +(74) CometBroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: [d_date_sk#77, d_year#78] -(76) CometBroadcastHashJoin +(75) CometBroadcastHashJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Right output [2]: [d_date_sk#77, d_year#78] Arguments: [cs_sold_date_sk#70], [d_date_sk#77], Inner, BuildRight -(77) CometProject +(76) CometProject Input [11]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_date_sk#77, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] -(78) CometExchange +(77) CometExchange Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: hashpartitioning(cs_order_number#67, cs_item_sk#66, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=10] -(79) CometSort +(78) CometSort Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_order_number#67 ASC NULLS FIRST, cs_item_sk#66 ASC NULLS FIRST] -(80) ReusedExchange [Reuses operator id: 19] +(79) ReusedExchange [Reuses operator id: 19] Output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] -(81) CometSort +(80) CometSort Input [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82], [cr_order_number#80 ASC NULLS FIRST, cr_item_sk#79 ASC NULLS FIRST] -(82) CometSortMergeJoin +(81) CometSortMergeJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Right output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cs_order_number#67, cs_item_sk#66], [cr_order_number#80, cr_item_sk#79], LeftOuter -(83) CometProject +(82) CometProject Input [13]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78, cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21], [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, (cs_quantity#68 - coalesce(cr_return_quantity#81, 0)) AS sales_cnt#20, (cs_ext_sales_price#69 - coalesce(cr_return_amount#82, 0.00)) AS sales_amt#21] -(84) Scan parquet spark_catalog.default.store_sales +(83) Scan parquet spark_catalog.default.store_sales Output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Batched: true Location: InMemoryFileIndex [] @@ -510,59 +506,59 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#87), dynamicpruningexpression(ss_so PushedFilters: [IsNotNull(ss_item_sk)] ReadSchema: struct -(85) CometFilter +(84) CometFilter Input [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Condition : isnotnull(ss_item_sk#83) -(86) ReusedExchange [Reuses operator id: 6] +(85) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(87) CometBroadcastHashJoin +(86) CometBroadcastHashJoin Left output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Right output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83], [i_item_sk#89], Inner, BuildRight -(88) CometProject +(87) CometProject Input [10]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(89) ReusedExchange [Reuses operator id: 75] +(88) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#94, d_year#95] -(90) CometBroadcastHashJoin +(89) CometBroadcastHashJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Right output [2]: [d_date_sk#94, d_year#95] Arguments: [ss_sold_date_sk#87], [d_date_sk#94], Inner, BuildRight -(91) CometProject +(90) CometProject Input [11]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_date_sk#94, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] -(92) CometExchange +(91) CometExchange Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: hashpartitioning(ss_ticket_number#84, ss_item_sk#83, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=11] -(93) CometSort +(92) CometSort Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_ticket_number#84 ASC NULLS FIRST, ss_item_sk#83 ASC NULLS FIRST] -(94) ReusedExchange [Reuses operator id: 36] +(93) ReusedExchange [Reuses operator id: 36] Output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] -(95) CometSort +(94) CometSort Input [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99], [sr_ticket_number#97 ASC NULLS FIRST, sr_item_sk#96 ASC NULLS FIRST] -(96) CometSortMergeJoin +(95) CometSortMergeJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Right output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [ss_ticket_number#84, ss_item_sk#83], [sr_ticket_number#97, sr_item_sk#96], LeftOuter -(97) CometProject +(96) CometProject Input [13]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95, sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41], [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, (ss_quantity#85 - coalesce(sr_return_quantity#98, 0)) AS sales_cnt#40, (ss_ext_sales_price#86 - coalesce(sr_return_amt#99, 0.00)) AS sales_amt#41] -(98) Scan parquet spark_catalog.default.web_sales +(97) Scan parquet spark_catalog.default.web_sales Output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -570,144 +566,143 @@ PartitionFilters: [isnotnull(ws_sold_date_sk#104), dynamicpruningexpression(ws_s PushedFilters: [IsNotNull(ws_item_sk)] ReadSchema: struct -(99) CometFilter +(98) CometFilter Input [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Condition : isnotnull(ws_item_sk#100) -(100) ReusedExchange [Reuses operator id: 6] +(99) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(101) CometBroadcastHashJoin +(100) CometBroadcastHashJoin Left output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Right output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100], [i_item_sk#106], Inner, BuildRight -(102) CometProject +(101) CometProject Input [10]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(103) ReusedExchange [Reuses operator id: 75] +(102) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#111, d_year#112] -(104) CometBroadcastHashJoin +(103) CometBroadcastHashJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Right output [2]: [d_date_sk#111, d_year#112] Arguments: [ws_sold_date_sk#104], [d_date_sk#111], Inner, BuildRight -(105) CometProject +(104) CometProject Input [11]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_date_sk#111, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] -(106) CometExchange +(105) CometExchange Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: hashpartitioning(ws_order_number#101, ws_item_sk#100, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=12] -(107) CometSort +(106) CometSort Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_order_number#101 ASC NULLS FIRST, ws_item_sk#100 ASC NULLS FIRST] -(108) ReusedExchange [Reuses operator id: 53] +(107) ReusedExchange [Reuses operator id: 53] Output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] -(109) CometSort +(108) CometSort Input [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116], [wr_order_number#114 ASC NULLS FIRST, wr_item_sk#113 ASC NULLS FIRST] -(110) CometSortMergeJoin +(109) CometSortMergeJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Right output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [ws_order_number#101, ws_item_sk#100], [wr_order_number#114, wr_item_sk#113], LeftOuter -(111) CometProject +(110) CometProject Input [13]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112, wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61], [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, (ws_quantity#102 - coalesce(wr_return_quantity#115, 0)) AS sales_cnt#60, (ws_ext_sales_price#103 - coalesce(wr_return_amt#116, 0.00)) AS sales_amt#61] -(112) CometUnion +(111) CometUnion Child 0 Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Child 1 Input [7]: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41] Child 2 Input [7]: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61] -(113) CometHashAggregate +(112) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(114) CometExchange +(113) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=13] -(115) CometHashAggregate +(114) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(116) CometHashAggregate +(115) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [partial_sum(sales_cnt#20), partial_sum(UnscaledValue(sales_amt#21))] -(117) CometExchange +(116) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=14] -(118) CometHashAggregate +(117) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [sum(sales_cnt#20), sum(UnscaledValue(sales_amt#21))] -(119) CometFilter +(118) CometFilter Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Condition : isnotnull(sales_cnt#118) -(120) CometExchange +(119) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: hashpartitioning(i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=15] -(121) CometSort +(120) CometSort Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119], [i_brand_id#73 ASC NULLS FIRST, i_class_id#74 ASC NULLS FIRST, i_category_id#75 ASC NULLS FIRST, i_manufact_id#76 ASC NULLS FIRST] -(122) ColumnarToRow [codegen id : 2] -Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] - -(123) SortMergeJoin [codegen id : 3] -Left keys [4]: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12] -Right keys [4]: [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -Join type: Inner -Join condition: ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) +(121) CometSortMergeJoin +Left output [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] +Right output [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], Inner, ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) -(124) Project [codegen id : 3] -Output [10]: [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] +(122) CometProject Input [14]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65, d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] + +(123) CometTakeOrderedAndProject +Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] +Arguments: TakeOrderedAndProject(limit=100, orderBy=[sales_cnt_diff#124 ASC NULLS FIRST,sales_amt_diff#125 ASC NULLS FIRST], output=[prev_year#120,year#121,i_brand_id#8,i_class_id#9,i_category_id#10,i_manufact_id#12,prev_yr_cnt#122,curr_yr_cnt#123,sales_cnt_diff#124,sales_amt_diff#125]), [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], 100, [sales_cnt_diff#124 ASC NULLS FIRST, sales_amt_diff#125 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -(125) TakeOrderedAndProject +(124) ColumnarToRow [codegen id : 1] Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -Arguments: 100, [sales_cnt_diff#124 ASC NULLS FIRST, sales_amt_diff#125 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6 -BroadcastExchange (129) -+- * ColumnarToRow (128) - +- CometFilter (127) - +- CometScan parquet spark_catalog.default.date_dim (126) +BroadcastExchange (128) ++- * ColumnarToRow (127) + +- CometFilter (126) + +- CometScan parquet spark_catalog.default.date_dim (125) -(126) Scan parquet spark_catalog.default.date_dim +(125) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#13, d_year#14] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), IsNotNull(d_date_sk)] ReadSchema: struct -(127) CometFilter +(126) CometFilter Input [2]: [d_date_sk#13, d_year#14] Condition : ((isnotnull(d_year#14) AND (d_year#14 = 2002)) AND isnotnull(d_date_sk#13)) -(128) ColumnarToRow [codegen id : 1] +(127) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#13, d_year#14] -(129) BroadcastExchange +(128) BroadcastExchange Input [2]: [d_date_sk#13, d_year#14] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=16] @@ -715,33 +710,33 @@ Subquery:2 Hosting operator id = 23 Hosting Expression = ss_sold_date_sk#26 IN d Subquery:3 Hosting operator id = 40 Hosting Expression = ws_sold_date_sk#46 IN dynamicpruning#6 -Subquery:4 Hosting operator id = 68 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 -BroadcastExchange (133) -+- * ColumnarToRow (132) - +- CometFilter (131) - +- CometScan parquet spark_catalog.default.date_dim (130) +Subquery:4 Hosting operator id = 67 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 +BroadcastExchange (132) ++- * ColumnarToRow (131) + +- CometFilter (130) + +- CometScan parquet spark_catalog.default.date_dim (129) -(130) Scan parquet spark_catalog.default.date_dim +(129) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(131) CometFilter +(130) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(132) ColumnarToRow [codegen id : 1] +(131) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#77, d_year#78] -(133) BroadcastExchange +(132) BroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=17] -Subquery:5 Hosting operator id = 84 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 +Subquery:5 Hosting operator id = 83 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 -Subquery:6 Hosting operator id = 98 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 +Subquery:6 Hosting operator id = 97 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/simplified.txt index 60df69dea9..9e340130a5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7-spark3_5/q75/simplified.txt @@ -1,150 +1,144 @@ -TakeOrderedAndProject [sales_cnt_diff,sales_amt_diff,prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt] - WholeStageCodegen (3) - Project [d_year,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt,sales_amt,sales_amt] - SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_manufact_id,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] +WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometTakeOrderedAndProject [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometProject [d_year,d_year,sales_cnt,sales_cnt,sales_amt,sales_amt] [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometSortMergeJoin [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #4 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometBroadcastExchange [d_date_sk,d_year] #7 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometExchange [cr_order_number,cr_item_sk] #8 - CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #9 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometExchange [sr_ticket_number,sr_item_sk] #10 - CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #11 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometExchange [wr_order_number,wr_item_sk] #12 - CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #4 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometBroadcastExchange [d_date_sk,d_year] #7 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometExchange [cr_order_number,cr_item_sk] #8 + CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #9 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometExchange [sr_ticket_number,sr_item_sk] #10 + CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #11 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometExchange [wr_order_number,wr_item_sk] #12 + CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #16 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #17 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometBroadcastExchange [d_date_sk,d_year] #18 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #19 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #20 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #16 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #17 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometBroadcastExchange [d_date_sk,d_year] #18 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #19 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #20 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/explain.txt index bd75cbb40a..77a8f008c1 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/explain.txt @@ -1,180 +1,177 @@ == Physical Plan == -* ColumnarToRow (176) -+- CometSort (175) - +- CometColumnarExchange (174) - +- RowToColumnar (173) - +- * Project (172) - +- * SortMergeJoin Inner (171) - :- * ColumnarToRow (101) - : +- CometSort (100) - : +- CometExchange (99) - : +- CometHashAggregate (98) - : +- CometHashAggregate (97) - : +- CometProject (96) - : +- CometBroadcastHashJoin (95) - : :- CometProject (90) - : : +- CometBroadcastHashJoin (89) - : : :- CometProject (87) - : : : +- CometBroadcastHashJoin (86) - : : : :- CometProject (82) - : : : : +- CometBroadcastHashJoin (81) - : : : : :- CometProject (79) - : : : : : +- CometBroadcastHashJoin (78) - : : : : : :- CometProject (74) - : : : : : : +- CometBroadcastHashJoin (73) - : : : : : : :- CometProject (71) - : : : : : : : +- CometBroadcastHashJoin (70) - : : : : : : : :- CometProject (66) - : : : : : : : : +- CometBroadcastHashJoin (65) - : : : : : : : : :- CometProject (61) - : : : : : : : : : +- CometBroadcastHashJoin (60) - : : : : : : : : : :- CometProject (58) - : : : : : : : : : : +- CometBroadcastHashJoin (57) - : : : : : : : : : : :- CometProject (53) - : : : : : : : : : : : +- CometBroadcastHashJoin (52) - : : : : : : : : : : : :- CometProject (50) - : : : : : : : : : : : : +- CometBroadcastHashJoin (49) - : : : : : : : : : : : : :- CometProject (45) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) - : : : : : : : : : : : : : :- CometProject (40) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) - : : : : : : : : : : : : : : :- CometProject (35) - : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) - : : : : : : : : : : : : : : : :- CometProject (30) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) - : : : : : : : : : : : : : : : : :- CometSort (10) - : : : : : : : : : : : : : : : : : +- CometExchange (9) - : : : : : : : : : : : : : : : : : +- CometProject (8) - : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) - : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) - : : : : : : : : : : : : : : : : : : +- CometFilter (2) - : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) - : : : : : : : : : : : : : : : : : +- CometProject (6) - : : : : : : : : : : : : : : : : : +- CometFilter (5) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) - : : : : : : : : : : : : : : : : +- CometSort (28) - : : : : : : : : : : : : : : : : +- CometProject (27) - : : : : : : : : : : : : : : : : +- CometFilter (26) - : : : : : : : : : : : : : : : : +- CometHashAggregate (25) - : : : : : : : : : : : : : : : : +- CometExchange (24) - : : : : : : : : : : : : : : : : +- CometHashAggregate (23) - : : : : : : : : : : : : : : : : +- CometProject (22) - : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) - : : : : : : : : : : : : : : : : :- CometSort (15) - : : : : : : : : : : : : : : : : : +- CometExchange (14) - : : : : : : : : : : : : : : : : : +- CometProject (13) - : : : : : : : : : : : : : : : : : +- CometFilter (12) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) - : : : : : : : : : : : : : : : : +- CometSort (20) - : : : : : : : : : : : : : : : : +- CometExchange (19) - : : : : : : : : : : : : : : : : +- CometProject (18) - : : : : : : : : : : : : : : : : +- CometFilter (17) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) - : : : : : : : : : : : : : : : +- CometFilter (32) - : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) - : : : : : : : : : : : : : : +- CometBroadcastExchange (38) - : : : : : : : : : : : : : : +- CometFilter (37) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) - : : : : : : : : : : : : : +- CometBroadcastExchange (43) - : : : : : : : : : : : : : +- CometFilter (42) - : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) - : : : : : : : : : : : : +- CometBroadcastExchange (48) - : : : : : : : : : : : : +- CometFilter (47) - : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) - : : : : : : : : : : : +- ReusedExchange (51) - : : : : : : : : : : +- CometBroadcastExchange (56) - : : : : : : : : : : +- CometFilter (55) - : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) - : : : : : : : : : +- ReusedExchange (59) - : : : : : : : : +- CometBroadcastExchange (64) - : : : : : : : : +- CometFilter (63) - : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) - : : : : : : : +- CometBroadcastExchange (69) - : : : : : : : +- CometFilter (68) - : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) - : : : : : : +- ReusedExchange (72) - : : : : : +- CometBroadcastExchange (77) - : : : : : +- CometFilter (76) - : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) - : : : : +- ReusedExchange (80) - : : : +- CometBroadcastExchange (85) - : : : +- CometFilter (84) - : : : +- CometScan parquet spark_catalog.default.income_band (83) - : : +- ReusedExchange (88) - : +- CometBroadcastExchange (94) - : +- CometProject (93) - : +- CometFilter (92) - : +- CometScan parquet spark_catalog.default.item (91) - +- * ColumnarToRow (170) - +- CometSort (169) - +- CometExchange (168) - +- CometHashAggregate (167) - +- CometHashAggregate (166) - +- CometProject (165) - +- CometBroadcastHashJoin (164) - :- CometProject (162) - : +- CometBroadcastHashJoin (161) - : :- CometProject (159) - : : +- CometBroadcastHashJoin (158) - : : :- CometProject (156) - : : : +- CometBroadcastHashJoin (155) - : : : :- CometProject (153) - : : : : +- CometBroadcastHashJoin (152) - : : : : :- CometProject (150) - : : : : : +- CometBroadcastHashJoin (149) - : : : : : :- CometProject (147) - : : : : : : +- CometBroadcastHashJoin (146) - : : : : : : :- CometProject (144) - : : : : : : : +- CometBroadcastHashJoin (143) - : : : : : : : :- CometProject (141) - : : : : : : : : +- CometBroadcastHashJoin (140) - : : : : : : : : :- CometProject (138) - : : : : : : : : : +- CometBroadcastHashJoin (137) - : : : : : : : : : :- CometProject (135) - : : : : : : : : : : +- CometBroadcastHashJoin (134) - : : : : : : : : : : :- CometProject (132) - : : : : : : : : : : : +- CometBroadcastHashJoin (131) - : : : : : : : : : : : :- CometProject (129) - : : : : : : : : : : : : +- CometBroadcastHashJoin (128) - : : : : : : : : : : : : :- CometProject (126) - : : : : : : : : : : : : : +- CometBroadcastHashJoin (125) - : : : : : : : : : : : : : :- CometProject (123) - : : : : : : : : : : : : : : +- CometBroadcastHashJoin (122) - : : : : : : : : : : : : : : :- CometProject (118) - : : : : : : : : : : : : : : : +- CometSortMergeJoin (117) - : : : : : : : : : : : : : : : :- CometSort (111) - : : : : : : : : : : : : : : : : +- CometExchange (110) - : : : : : : : : : : : : : : : : +- CometProject (109) - : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (108) - : : : : : : : : : : : : : : : : :- CometBroadcastExchange (104) - : : : : : : : : : : : : : : : : : +- CometFilter (103) - : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (102) - : : : : : : : : : : : : : : : : +- CometProject (107) - : : : : : : : : : : : : : : : : +- CometFilter (106) - : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (105) - : : : : : : : : : : : : : : : +- CometSort (116) - : : : : : : : : : : : : : : : +- CometProject (115) - : : : : : : : : : : : : : : : +- CometFilter (114) - : : : : : : : : : : : : : : : +- CometHashAggregate (113) - : : : : : : : : : : : : : : : +- ReusedExchange (112) - : : : : : : : : : : : : : : +- CometBroadcastExchange (121) - : : : : : : : : : : : : : : +- CometFilter (120) - : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (119) - : : : : : : : : : : : : : +- ReusedExchange (124) - : : : : : : : : : : : : +- ReusedExchange (127) - : : : : : : : : : : : +- ReusedExchange (130) - : : : : : : : : : : +- ReusedExchange (133) - : : : : : : : : : +- ReusedExchange (136) - : : : : : : : : +- ReusedExchange (139) - : : : : : : : +- ReusedExchange (142) - : : : : : : +- ReusedExchange (145) - : : : : : +- ReusedExchange (148) - : : : : +- ReusedExchange (151) - : : : +- ReusedExchange (154) - : : +- ReusedExchange (157) - : +- ReusedExchange (160) - +- ReusedExchange (163) +* ColumnarToRow (173) ++- CometSort (172) + +- CometColumnarExchange (171) + +- CometProject (170) + +- CometSortMergeJoin (169) + :- CometSort (100) + : +- CometExchange (99) + : +- CometHashAggregate (98) + : +- CometHashAggregate (97) + : +- CometProject (96) + : +- CometBroadcastHashJoin (95) + : :- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometProject (82) + : : : : +- CometBroadcastHashJoin (81) + : : : : :- CometProject (79) + : : : : : +- CometBroadcastHashJoin (78) + : : : : : :- CometProject (74) + : : : : : : +- CometBroadcastHashJoin (73) + : : : : : : :- CometProject (71) + : : : : : : : +- CometBroadcastHashJoin (70) + : : : : : : : :- CometProject (66) + : : : : : : : : +- CometBroadcastHashJoin (65) + : : : : : : : : :- CometProject (61) + : : : : : : : : : +- CometBroadcastHashJoin (60) + : : : : : : : : : :- CometProject (58) + : : : : : : : : : : +- CometBroadcastHashJoin (57) + : : : : : : : : : : :- CometProject (53) + : : : : : : : : : : : +- CometBroadcastHashJoin (52) + : : : : : : : : : : : :- CometProject (50) + : : : : : : : : : : : : +- CometBroadcastHashJoin (49) + : : : : : : : : : : : : :- CometProject (45) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (44) + : : : : : : : : : : : : : :- CometProject (40) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (39) + : : : : : : : : : : : : : : :- CometProject (35) + : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (34) + : : : : : : : : : : : : : : : :- CometProject (30) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (29) + : : : : : : : : : : : : : : : : :- CometSort (10) + : : : : : : : : : : : : : : : : : +- CometExchange (9) + : : : : : : : : : : : : : : : : : +- CometProject (8) + : : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (7) + : : : : : : : : : : : : : : : : : :- CometBroadcastExchange (3) + : : : : : : : : : : : : : : : : : : +- CometFilter (2) + : : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (1) + : : : : : : : : : : : : : : : : : +- CometProject (6) + : : : : : : : : : : : : : : : : : +- CometFilter (5) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (4) + : : : : : : : : : : : : : : : : +- CometSort (28) + : : : : : : : : : : : : : : : : +- CometProject (27) + : : : : : : : : : : : : : : : : +- CometFilter (26) + : : : : : : : : : : : : : : : : +- CometHashAggregate (25) + : : : : : : : : : : : : : : : : +- CometExchange (24) + : : : : : : : : : : : : : : : : +- CometHashAggregate (23) + : : : : : : : : : : : : : : : : +- CometProject (22) + : : : : : : : : : : : : : : : : +- CometSortMergeJoin (21) + : : : : : : : : : : : : : : : : :- CometSort (15) + : : : : : : : : : : : : : : : : : +- CometExchange (14) + : : : : : : : : : : : : : : : : : +- CometProject (13) + : : : : : : : : : : : : : : : : : +- CometFilter (12) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (11) + : : : : : : : : : : : : : : : : +- CometSort (20) + : : : : : : : : : : : : : : : : +- CometExchange (19) + : : : : : : : : : : : : : : : : +- CometProject (18) + : : : : : : : : : : : : : : : : +- CometFilter (17) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : : : : : : : : : : : : : : : +- CometBroadcastExchange (33) + : : : : : : : : : : : : : : : +- CometFilter (32) + : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (31) + : : : : : : : : : : : : : : +- CometBroadcastExchange (38) + : : : : : : : : : : : : : : +- CometFilter (37) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store (36) + : : : : : : : : : : : : : +- CometBroadcastExchange (43) + : : : : : : : : : : : : : +- CometFilter (42) + : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer (41) + : : : : : : : : : : : : +- CometBroadcastExchange (48) + : : : : : : : : : : : : +- CometFilter (47) + : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (46) + : : : : : : : : : : : +- ReusedExchange (51) + : : : : : : : : : : +- CometBroadcastExchange (56) + : : : : : : : : : : +- CometFilter (55) + : : : : : : : : : : +- CometScan parquet spark_catalog.default.customer_demographics (54) + : : : : : : : : : +- ReusedExchange (59) + : : : : : : : : +- CometBroadcastExchange (64) + : : : : : : : : +- CometFilter (63) + : : : : : : : : +- CometScan parquet spark_catalog.default.promotion (62) + : : : : : : : +- CometBroadcastExchange (69) + : : : : : : : +- CometFilter (68) + : : : : : : : +- CometScan parquet spark_catalog.default.household_demographics (67) + : : : : : : +- ReusedExchange (72) + : : : : : +- CometBroadcastExchange (77) + : : : : : +- CometFilter (76) + : : : : : +- CometScan parquet spark_catalog.default.customer_address (75) + : : : : +- ReusedExchange (80) + : : : +- CometBroadcastExchange (85) + : : : +- CometFilter (84) + : : : +- CometScan parquet spark_catalog.default.income_band (83) + : : +- ReusedExchange (88) + : +- CometBroadcastExchange (94) + : +- CometProject (93) + : +- CometFilter (92) + : +- CometScan parquet spark_catalog.default.item (91) + +- CometSort (168) + +- CometExchange (167) + +- CometHashAggregate (166) + +- CometHashAggregate (165) + +- CometProject (164) + +- CometBroadcastHashJoin (163) + :- CometProject (161) + : +- CometBroadcastHashJoin (160) + : :- CometProject (158) + : : +- CometBroadcastHashJoin (157) + : : :- CometProject (155) + : : : +- CometBroadcastHashJoin (154) + : : : :- CometProject (152) + : : : : +- CometBroadcastHashJoin (151) + : : : : :- CometProject (149) + : : : : : +- CometBroadcastHashJoin (148) + : : : : : :- CometProject (146) + : : : : : : +- CometBroadcastHashJoin (145) + : : : : : : :- CometProject (143) + : : : : : : : +- CometBroadcastHashJoin (142) + : : : : : : : :- CometProject (140) + : : : : : : : : +- CometBroadcastHashJoin (139) + : : : : : : : : :- CometProject (137) + : : : : : : : : : +- CometBroadcastHashJoin (136) + : : : : : : : : : :- CometProject (134) + : : : : : : : : : : +- CometBroadcastHashJoin (133) + : : : : : : : : : : :- CometProject (131) + : : : : : : : : : : : +- CometBroadcastHashJoin (130) + : : : : : : : : : : : :- CometProject (128) + : : : : : : : : : : : : +- CometBroadcastHashJoin (127) + : : : : : : : : : : : : :- CometProject (125) + : : : : : : : : : : : : : +- CometBroadcastHashJoin (124) + : : : : : : : : : : : : : :- CometProject (122) + : : : : : : : : : : : : : : +- CometBroadcastHashJoin (121) + : : : : : : : : : : : : : : :- CometProject (117) + : : : : : : : : : : : : : : : +- CometSortMergeJoin (116) + : : : : : : : : : : : : : : : :- CometSort (110) + : : : : : : : : : : : : : : : : +- CometExchange (109) + : : : : : : : : : : : : : : : : +- CometProject (108) + : : : : : : : : : : : : : : : : +- CometBroadcastHashJoin (107) + : : : : : : : : : : : : : : : : :- CometBroadcastExchange (103) + : : : : : : : : : : : : : : : : : +- CometFilter (102) + : : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_sales (101) + : : : : : : : : : : : : : : : : +- CometProject (106) + : : : : : : : : : : : : : : : : +- CometFilter (105) + : : : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.store_returns (104) + : : : : : : : : : : : : : : : +- CometSort (115) + : : : : : : : : : : : : : : : +- CometProject (114) + : : : : : : : : : : : : : : : +- CometFilter (113) + : : : : : : : : : : : : : : : +- CometHashAggregate (112) + : : : : : : : : : : : : : : : +- ReusedExchange (111) + : : : : : : : : : : : : : : +- CometBroadcastExchange (120) + : : : : : : : : : : : : : : +- CometFilter (119) + : : : : : : : : : : : : : : +- CometScan parquet spark_catalog.default.date_dim (118) + : : : : : : : : : : : : : +- ReusedExchange (123) + : : : : : : : : : : : : +- ReusedExchange (126) + : : : : : : : : : : : +- ReusedExchange (129) + : : : : : : : : : : +- ReusedExchange (132) + : : : : : : : : : +- ReusedExchange (135) + : : : : : : : : +- ReusedExchange (138) + : : : : : : : +- ReusedExchange (141) + : : : : : : +- ReusedExchange (144) + : : : : : +- ReusedExchange (147) + : : : : +- ReusedExchange (150) + : : : +- ReusedExchange (153) + : : +- ReusedExchange (156) + : +- ReusedExchange (159) + +- ReusedExchange (162) (1) Scan parquet spark_catalog.default.store_sales @@ -637,10 +634,7 @@ Arguments: hashpartitioning(item_sk#77, store_name#78, store_zip#79, 5), ENSURE_ Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] Arguments: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92], [item_sk#77 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, store_zip#79 ASC NULLS FIRST] -(101) ColumnarToRow [codegen id : 1] -Input [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] - -(102) Scan parquet spark_catalog.default.store_sales +(101) Scan parquet spark_catalog.default.store_sales Output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -648,361 +642,354 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#104), dynamicpruningexpression(ss_s PushedFilters: [IsNotNull(ss_item_sk), IsNotNull(ss_ticket_number), IsNotNull(ss_store_sk), IsNotNull(ss_customer_sk), IsNotNull(ss_cdemo_sk), IsNotNull(ss_promo_sk), IsNotNull(ss_hdemo_sk), IsNotNull(ss_addr_sk)] ReadSchema: struct -(103) CometFilter +(102) CometFilter Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Condition : (((((((isnotnull(ss_item_sk#93) AND isnotnull(ss_ticket_number#100)) AND isnotnull(ss_store_sk#98)) AND isnotnull(ss_customer_sk#94)) AND isnotnull(ss_cdemo_sk#95)) AND isnotnull(ss_promo_sk#99)) AND isnotnull(ss_hdemo_sk#96)) AND isnotnull(ss_addr_sk#97)) -(104) CometBroadcastExchange +(103) CometBroadcastExchange Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(105) Scan parquet spark_catalog.default.store_returns +(104) Scan parquet spark_catalog.default.store_returns Output [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Batched: true Location [not included in comparison]/{warehouse_dir}/store_returns] PushedFilters: [IsNotNull(sr_item_sk), IsNotNull(sr_ticket_number)] ReadSchema: struct -(106) CometFilter +(105) CometFilter Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Condition : (isnotnull(sr_item_sk#106) AND isnotnull(sr_ticket_number#107)) -(107) CometProject +(106) CometProject Input [3]: [sr_item_sk#106, sr_ticket_number#107, sr_returned_date_sk#108] Arguments: [sr_item_sk#106, sr_ticket_number#107], [sr_item_sk#106, sr_ticket_number#107] -(108) CometBroadcastHashJoin +(107) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_ticket_number#100], [sr_item_sk#106, sr_ticket_number#107], Inner, BuildLeft -(109) CometProject +(108) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_ticket_number#100, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, sr_item_sk#106, sr_ticket_number#107] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(110) CometExchange +(109) CometExchange Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: hashpartitioning(ss_item_sk#93, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6] -(111) CometSort +(110) CometSort Input [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93 ASC NULLS FIRST] -(112) ReusedExchange [Reuses operator id: 24] +(111) ReusedExchange [Reuses operator id: 24] Output [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] -(113) CometHashAggregate +(112) CometHashAggregate Input [4]: [cs_item_sk#109, sum#110, sum#111, isEmpty#112] Keys [1]: [cs_item_sk#109] Functions [2]: [sum(UnscaledValue(cs_ext_list_price#113)), sum(((cr_refunded_cash#114 + cr_reversed_charge#115) + cr_store_credit#116))] -(114) CometFilter +(113) CometFilter Input [3]: [cs_item_sk#109, sale#30, refund#31] Condition : ((isnotnull(sale#30) AND isnotnull(refund#31)) AND (cast(sale#30 as decimal(21,2)) > (2 * refund#31))) -(115) CometProject +(114) CometProject Input [3]: [cs_item_sk#109, sale#30, refund#31] Arguments: [cs_item_sk#109], [cs_item_sk#109] -(116) CometSort +(115) CometSort Input [1]: [cs_item_sk#109] Arguments: [cs_item_sk#109], [cs_item_sk#109 ASC NULLS FIRST] -(117) CometSortMergeJoin +(116) CometSortMergeJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [1]: [cs_item_sk#109] Arguments: [ss_item_sk#93], [cs_item_sk#109], Inner -(118) CometProject +(117) CometProject Input [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, cs_item_sk#109] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] -(119) Scan parquet spark_catalog.default.date_dim +(118) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(120) CometFilter +(119) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(121) CometBroadcastExchange +(120) CometBroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: [d_date_sk#117, d_year#118] -(122) CometBroadcastHashJoin +(121) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104] Right output [2]: [d_date_sk#117, d_year#118] Arguments: [ss_sold_date_sk#104], [d_date_sk#117], Inner, BuildRight -(123) CometProject +(122) CometProject Input [13]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, ss_sold_date_sk#104, d_date_sk#117, d_year#118] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] -(124) ReusedExchange [Reuses operator id: 38] +(123) ReusedExchange [Reuses operator id: 38] Output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] -(125) CometBroadcastHashJoin +(124) CometBroadcastHashJoin Left output [11]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118] Right output [3]: [s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_store_sk#98], [s_store_sk#119], Inner, BuildRight -(126) CometProject +(125) CometProject Input [14]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_store_sk#98, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_sk#119, s_store_name#120, s_zip#121] Arguments: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121], [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] -(127) ReusedExchange [Reuses operator id: 43] +(126) ReusedExchange [Reuses operator id: 43] Output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(128) CometBroadcastHashJoin +(127) CometBroadcastHashJoin Left output [12]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121] Right output [6]: [c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_customer_sk#94], [c_customer_sk#122], Inner, BuildRight -(129) CometProject +(128) CometProject Input [18]: [ss_item_sk#93, ss_customer_sk#94, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_customer_sk#122, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] -(130) ReusedExchange [Reuses operator id: 48] +(129) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#128, d_year#129] -(131) CometBroadcastHashJoin +(130) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127] Right output [2]: [d_date_sk#128, d_year#129] Arguments: [c_first_sales_date_sk#127], [d_date_sk#128], Inner, BuildRight -(132) CometProject +(131) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, c_first_sales_date_sk#127, d_date_sk#128, d_year#129] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] -(133) ReusedExchange [Reuses operator id: 48] +(132) ReusedExchange [Reuses operator id: 48] Output [2]: [d_date_sk#130, d_year#131] -(134) CometBroadcastHashJoin +(133) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129] Right output [2]: [d_date_sk#130, d_year#131] Arguments: [c_first_shipto_date_sk#126], [d_date_sk#130], Inner, BuildRight -(135) CometProject +(134) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, c_first_shipto_date_sk#126, d_year#129, d_date_sk#130, d_year#131] Arguments: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(136) ReusedExchange [Reuses operator id: 56] +(135) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#132, cd_marital_status#133] -(137) CometBroadcastHashJoin +(136) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_cdemo_sk#95], [cd_demo_sk#132], Inner, BuildRight -(138) CometProject +(137) CometProject Input [18]: [ss_item_sk#93, ss_cdemo_sk#95, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_demo_sk#132, cd_marital_status#133] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] -(139) ReusedExchange [Reuses operator id: 56] +(138) ReusedExchange [Reuses operator id: 56] Output [2]: [cd_demo_sk#134, cd_marital_status#135] -(140) CometBroadcastHashJoin +(139) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133] Right output [2]: [cd_demo_sk#134, cd_marital_status#135] Arguments: [c_current_cdemo_sk#123], [cd_demo_sk#134], Inner, NOT (cd_marital_status#133 = cd_marital_status#135), BuildRight -(141) CometProject +(140) CometProject Input [18]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_cdemo_sk#123, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, cd_marital_status#133, cd_demo_sk#134, cd_marital_status#135] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(142) ReusedExchange [Reuses operator id: 64] +(141) ReusedExchange [Reuses operator id: 64] Output [1]: [p_promo_sk#136] -(143) CometBroadcastHashJoin +(142) CometBroadcastHashJoin Left output [14]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [1]: [p_promo_sk#136] Arguments: [ss_promo_sk#99], [p_promo_sk#136], Inner, BuildRight -(144) CometProject +(143) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_promo_sk#99, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, p_promo_sk#136] Arguments: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131], [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] -(145) ReusedExchange [Reuses operator id: 69] +(144) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#137, hd_income_band_sk#138] -(146) CometBroadcastHashJoin +(145) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131] Right output [2]: [hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_hdemo_sk#96], [hd_demo_sk#137], Inner, BuildRight -(147) CometProject +(146) CometProject Input [15]: [ss_item_sk#93, ss_hdemo_sk#96, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_demo_sk#137, hd_income_band_sk#138] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] -(148) ReusedExchange [Reuses operator id: 69] +(147) ReusedExchange [Reuses operator id: 69] Output [2]: [hd_demo_sk#139, hd_income_band_sk#140] -(149) CometBroadcastHashJoin +(148) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138] Right output [2]: [hd_demo_sk#139, hd_income_band_sk#140] Arguments: [c_current_hdemo_sk#124], [hd_demo_sk#139], Inner, BuildRight -(150) CometProject +(149) CometProject Input [15]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_hdemo_sk#124, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_demo_sk#139, hd_income_band_sk#140] Arguments: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140], [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] -(151) ReusedExchange [Reuses operator id: 77] +(150) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(152) CometBroadcastHashJoin +(151) CometBroadcastHashJoin Left output [13]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140] Right output [5]: [ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_addr_sk#97], [ca_address_sk#141], Inner, BuildRight -(153) CometProject +(152) CometProject Input [18]: [ss_item_sk#93, ss_addr_sk#97, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_address_sk#141, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] -(154) ReusedExchange [Reuses operator id: 77] +(153) ReusedExchange [Reuses operator id: 77] Output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(155) CometBroadcastHashJoin +(154) CometBroadcastHashJoin Left output [16]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145] Right output [5]: [ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [c_current_addr_sk#125], [ca_address_sk#146], Inner, BuildRight -(156) CometProject +(155) CometProject Input [21]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, c_current_addr_sk#125, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_address_sk#146, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(157) ReusedExchange [Reuses operator id: 85] +(156) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#151] -(158) CometBroadcastHashJoin +(157) CometBroadcastHashJoin Left output [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#151] Arguments: [hd_income_band_sk#138], [ib_income_band_sk#151], Inner, BuildRight -(159) CometProject +(158) CometProject Input [20]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#138, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#151] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(160) ReusedExchange [Reuses operator id: 85] +(159) ReusedExchange [Reuses operator id: 85] Output [1]: [ib_income_band_sk#152] -(161) CometBroadcastHashJoin +(160) CometBroadcastHashJoin Left output [18]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [1]: [ib_income_band_sk#152] Arguments: [hd_income_band_sk#140], [ib_income_band_sk#152], Inner, BuildRight -(162) CometProject +(161) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, hd_income_band_sk#140, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, ib_income_band_sk#152] Arguments: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150], [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] -(163) ReusedExchange [Reuses operator id: 94] +(162) ReusedExchange [Reuses operator id: 94] Output [2]: [i_item_sk#153, i_product_name#154] -(164) CometBroadcastHashJoin +(163) CometBroadcastHashJoin Left output [17]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150] Right output [2]: [i_item_sk#153, i_product_name#154] Arguments: [ss_item_sk#93], [i_item_sk#153], Inner, BuildRight -(165) CometProject +(164) CometProject Input [19]: [ss_item_sk#93, ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, s_store_name#120, s_zip#121, d_year#129, d_year#131, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Arguments: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154], [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] -(166) CometHashAggregate +(165) CometHashAggregate Input [18]: [ss_wholesale_cost#101, ss_list_price#102, ss_coupon_amt#103, d_year#118, d_year#129, d_year#131, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, i_item_sk#153, i_product_name#154] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [partial_count(1), partial_sum(UnscaledValue(ss_wholesale_cost#101)), partial_sum(UnscaledValue(ss_list_price#102)), partial_sum(UnscaledValue(ss_coupon_amt#103))] -(167) CometHashAggregate +(166) CometHashAggregate Input [19]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131, count#72, sum#155, sum#156, sum#157] Keys [15]: [i_product_name#154, i_item_sk#153, s_store_name#120, s_zip#121, ca_street_number#142, ca_street_name#143, ca_city#144, ca_zip#145, ca_street_number#147, ca_street_name#148, ca_city#149, ca_zip#150, d_year#118, d_year#129, d_year#131] Functions [4]: [count(1), sum(UnscaledValue(ss_wholesale_cost#101)), sum(UnscaledValue(ss_list_price#102)), sum(UnscaledValue(ss_coupon_amt#103))] -(168) CometExchange +(167) CometExchange Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: hashpartitioning(item_sk#158, store_name#159, store_zip#160, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7] -(169) CometSort +(168) CometSort Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] Arguments: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165], [item_sk#158 ASC NULLS FIRST, store_name#159 ASC NULLS FIRST, store_zip#160 ASC NULLS FIRST] -(170) ColumnarToRow [codegen id : 2] -Input [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] - -(171) SortMergeJoin [codegen id : 3] -Left keys [3]: [item_sk#77, store_name#78, store_zip#79] -Right keys [3]: [item_sk#158, store_name#159, store_zip#160] -Join type: Inner -Join condition: (cnt#162 <= cnt#89) +(169) CometSortMergeJoin +Left output [17]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92] +Right output [8]: [item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [item_sk#77, store_name#78, store_zip#79], [item_sk#158, store_name#159, store_zip#160], Inner, (cnt#162 <= cnt#89) -(172) Project [codegen id : 3] -Output [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] +(170) CometProject Input [25]: [product_name#76, item_sk#77, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, item_sk#158, store_name#159, store_zip#160, syear#161, cnt#162, s1#163, s2#164, s3#165] +Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] -(173) RowToColumnar -Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] - -(174) CometColumnarExchange +(171) CometColumnarExchange Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: rangepartitioning(product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, s1#90 ASC NULLS FIRST, s1#163 ASC NULLS FIRST, 5), ENSURE_REQUIREMENTS, CometColumnarShuffle, [plan_id=8] -(175) CometSort +(172) CometSort Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] Arguments: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162], [product_name#76 ASC NULLS FIRST, store_name#78 ASC NULLS FIRST, cnt#162 ASC NULLS FIRST, s1#90 ASC NULLS FIRST, s1#163 ASC NULLS FIRST] -(176) ColumnarToRow [codegen id : 4] +(173) ColumnarToRow [codegen id : 1] Input [21]: [product_name#76, store_name#78, store_zip#79, b_street_number#80, b_streen_name#81, b_city#82, b_zip#83, c_street_number#84, c_street_name#85, c_city#86, c_zip#87, syear#88, cnt#89, s1#90, s2#91, s3#92, s1#163, s2#164, s3#165, syear#161, cnt#162] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = ss_sold_date_sk#12 IN dynamicpruning#13 -BroadcastExchange (180) -+- * ColumnarToRow (179) - +- CometFilter (178) - +- CometScan parquet spark_catalog.default.date_dim (177) +BroadcastExchange (177) ++- * ColumnarToRow (176) + +- CometFilter (175) + +- CometScan parquet spark_catalog.default.date_dim (174) -(177) Scan parquet spark_catalog.default.date_dim +(174) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#32, d_year#33] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,1999), IsNotNull(d_date_sk)] ReadSchema: struct -(178) CometFilter +(175) CometFilter Input [2]: [d_date_sk#32, d_year#33] Condition : ((isnotnull(d_year#33) AND (d_year#33 = 1999)) AND isnotnull(d_date_sk#32)) -(179) ColumnarToRow [codegen id : 1] +(176) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#32, d_year#33] -(180) BroadcastExchange +(177) BroadcastExchange Input [2]: [d_date_sk#32, d_year#33] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9] -Subquery:2 Hosting operator id = 102 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 -BroadcastExchange (184) -+- * ColumnarToRow (183) - +- CometFilter (182) - +- CometScan parquet spark_catalog.default.date_dim (181) +Subquery:2 Hosting operator id = 101 Hosting Expression = ss_sold_date_sk#104 IN dynamicpruning#105 +BroadcastExchange (181) ++- * ColumnarToRow (180) + +- CometFilter (179) + +- CometScan parquet spark_catalog.default.date_dim (178) -(181) Scan parquet spark_catalog.default.date_dim +(178) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#117, d_year#118] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2000), IsNotNull(d_date_sk)] ReadSchema: struct -(182) CometFilter +(179) CometFilter Input [2]: [d_date_sk#117, d_year#118] Condition : ((isnotnull(d_year#118) AND (d_year#118 = 2000)) AND isnotnull(d_date_sk#117)) -(183) ColumnarToRow [codegen id : 1] +(180) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#117, d_year#118] -(184) BroadcastExchange +(181) BroadcastExchange Input [2]: [d_date_sk#117, d_year#118] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=10] diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/simplified.txt index 911f7fcbd4..f38a6afca6 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q64/simplified.txt @@ -1,199 +1,189 @@ -WholeStageCodegen (4) +WholeStageCodegen (1) ColumnarToRow InputAdapter CometSort [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] CometColumnarExchange [product_name,store_name,cnt,s1,s1] #1 - RowToColumnar - WholeStageCodegen (3) - Project [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] - SortMergeJoin [item_sk,store_name,store_zip,item_sk,store_name,store_zip,cnt,cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #2 - CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #3 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - CometExchange [cs_item_sk] #6 - CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] - CometExchange [cs_item_sk,cs_order_number] #7 - CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] - CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] - CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometExchange [cr_item_sk,cr_order_number] #8 - CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] - CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #9 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 - CometFilter [s_store_sk,s_store_name,s_zip] - CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] - CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastExchange [d_date_sk,d_year] #12 + CometProject [product_name,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,s1,s2,s3,syear,cnt] + CometSortMergeJoin [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometSort [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #2 + CometHashAggregate [product_name,item_sk,store_name,store_zip,b_street_number,b_streen_name,b_city,b_zip,c_street_number,c_street_name,c_city,c_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #3 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #4 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + CometExchange [cs_item_sk] #6 + CometHashAggregate [cs_item_sk,sum,sum,isEmpty,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometProject [cs_item_sk,cs_ext_list_price,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_ext_list_price,cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometSort [cs_item_sk,cs_order_number,cs_ext_list_price] + CometExchange [cs_item_sk,cs_order_number] #7 + CometProject [cs_item_sk,cs_order_number,cs_ext_list_price] + CometFilter [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_ext_list_price,cs_sold_date_sk] + CometSort [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometExchange [cr_item_sk,cr_order_number] #8 + CometProject [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit] + CometFilter [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_refunded_cash,cr_reversed_charge,cr_store_credit,cr_returned_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #9 CometFilter [d_date_sk,d_year] CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [d_date_sk,d_year] #12 - CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 - CometFilter [cd_demo_sk,cd_marital_status] - CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - CometBroadcastExchange [p_promo_sk] #14 - CometFilter [p_promo_sk] - CometScan parquet spark_catalog.default.promotion [p_promo_sk] - CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 - CometFilter [hd_demo_sk,hd_income_band_sk] - CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - CometBroadcastExchange [ib_income_band_sk] #17 - CometFilter [ib_income_band_sk] - CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] - ReusedExchange [ib_income_band_sk] #17 - CometBroadcastExchange [i_item_sk,i_product_name] #18 - CometProject [i_item_sk,i_product_name] - CometFilter [i_item_sk,i_current_price,i_color,i_product_name] - CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] - CometExchange [item_sk,store_name,store_zip] #19 - CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] - CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] - CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] - CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometExchange [ss_item_sk] #20 - CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] - CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 - CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #22 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometProject [sr_item_sk,sr_ticket_number] - CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] - CometSort [cs_item_sk] - CometProject [cs_item_sk] - CometFilter [cs_item_sk,sale,refund] - CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] - ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 - CometBroadcastExchange [d_date_sk,d_year] #23 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [s_store_sk,s_store_name,s_zip] #10 - ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [d_date_sk,d_year] #12 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [cd_demo_sk,cd_marital_status] #13 - ReusedExchange [p_promo_sk] #14 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [ib_income_band_sk] #17 - ReusedExchange [i_item_sk,i_product_name] #18 + CometBroadcastExchange [s_store_sk,s_store_name,s_zip] #10 + CometFilter [s_store_sk,s_store_name,s_zip] + CometScan parquet spark_catalog.default.store [s_store_sk,s_store_name,s_zip] + CometBroadcastExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + CometFilter [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometScan parquet spark_catalog.default.customer [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastExchange [d_date_sk,d_year] #12 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [d_date_sk,d_year] #12 + CometBroadcastExchange [cd_demo_sk,cd_marital_status] #13 + CometFilter [cd_demo_sk,cd_marital_status] + CometScan parquet spark_catalog.default.customer_demographics [cd_demo_sk,cd_marital_status] + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + CometBroadcastExchange [p_promo_sk] #14 + CometFilter [p_promo_sk] + CometScan parquet spark_catalog.default.promotion [p_promo_sk] + CometBroadcastExchange [hd_demo_sk,hd_income_band_sk] #15 + CometFilter [hd_demo_sk,hd_income_band_sk] + CometScan parquet spark_catalog.default.household_demographics [hd_demo_sk,hd_income_band_sk] + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + CometBroadcastExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometFilter [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometScan parquet spark_catalog.default.customer_address [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + CometBroadcastExchange [ib_income_band_sk] #17 + CometFilter [ib_income_band_sk] + CometScan parquet spark_catalog.default.income_band [ib_income_band_sk] + ReusedExchange [ib_income_band_sk] #17 + CometBroadcastExchange [i_item_sk,i_product_name] #18 + CometProject [i_item_sk,i_product_name] + CometFilter [i_item_sk,i_current_price,i_color,i_product_name] + CometScan parquet spark_catalog.default.item [i_item_sk,i_current_price,i_color,i_product_name] + CometSort [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3] + CometExchange [item_sk,store_name,store_zip] #19 + CometHashAggregate [item_sk,store_name,store_zip,syear,cnt,s1,s2,s3,i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,count(1),sum(UnscaledValue(ss_wholesale_cost)),sum(UnscaledValue(ss_list_price)),sum(UnscaledValue(ss_coupon_amt))] + CometHashAggregate [i_product_name,i_item_sk,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,d_year,d_year,d_year,count,sum,sum,sum,ss_wholesale_cost,ss_list_price,ss_coupon_amt] + CometProject [ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,d_year,d_year,s_store_name,s_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,i_item_sk,i_product_name] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip,ib_income_band_sk] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk,ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_income_band_sk] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,hd_demo_sk,hd_income_band_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,p_promo_sk] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_marital_status] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year,cd_demo_sk,cd_marital_status] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,d_year,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip,c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_name,s_zip] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year,s_store_sk,s_store_name,s_zip] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,d_date_sk,d_year] + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometSortMergeJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,cs_item_sk] + CometSort [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometExchange [ss_item_sk] #20 + CometProject [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometBroadcastHashJoin [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk,sr_item_sk,sr_ticket_number] + CometBroadcastExchange [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] #21 + CometFilter [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_customer_sk,ss_cdemo_sk,ss_hdemo_sk,ss_addr_sk,ss_store_sk,ss_promo_sk,ss_ticket_number,ss_wholesale_cost,ss_list_price,ss_coupon_amt,ss_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #22 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometProject [sr_item_sk,sr_ticket_number] + CometFilter [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_returned_date_sk] + CometSort [cs_item_sk] + CometProject [cs_item_sk] + CometFilter [cs_item_sk,sale,refund] + CometHashAggregate [cs_item_sk,sale,refund,sum,sum,isEmpty,sum(UnscaledValue(cs_ext_list_price)),sum(((cr_refunded_cash + cr_reversed_charge) + cr_store_credit))] + ReusedExchange [cs_item_sk,sum,sum,isEmpty] #6 + CometBroadcastExchange [d_date_sk,d_year] #23 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [s_store_sk,s_store_name,s_zip] #10 + ReusedExchange [c_customer_sk,c_current_cdemo_sk,c_current_hdemo_sk,c_current_addr_sk,c_first_shipto_date_sk,c_first_sales_date_sk] #11 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [d_date_sk,d_year] #12 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [cd_demo_sk,cd_marital_status] #13 + ReusedExchange [p_promo_sk] #14 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [hd_demo_sk,hd_income_band_sk] #15 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ca_address_sk,ca_street_number,ca_street_name,ca_city,ca_zip] #16 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [ib_income_band_sk] #17 + ReusedExchange [i_item_sk,i_product_name] #18 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/explain.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/explain.txt index 68deab5574..efbd3299c5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/explain.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/explain.txt @@ -1,129 +1,128 @@ == Physical Plan == -TakeOrderedAndProject (125) -+- * Project (124) - +- * SortMergeJoin Inner (123) - :- * ColumnarToRow (67) - : +- CometSort (66) - : +- CometExchange (65) - : +- CometFilter (64) - : +- CometHashAggregate (63) - : +- CometExchange (62) - : +- CometHashAggregate (61) - : +- CometHashAggregate (60) - : +- CometExchange (59) - : +- CometHashAggregate (58) - : +- CometUnion (57) - : :- CometProject (22) - : : +- CometSortMergeJoin (21) - : : :- CometSort (15) - : : : +- CometExchange (14) - : : : +- CometProject (13) - : : : +- CometBroadcastHashJoin (12) - : : : :- CometProject (8) - : : : : +- CometBroadcastHashJoin (7) - : : : : :- CometFilter (2) - : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) - : : : : +- CometBroadcastExchange (6) - : : : : +- CometProject (5) - : : : : +- CometFilter (4) - : : : : +- CometScan parquet spark_catalog.default.item (3) - : : : +- CometBroadcastExchange (11) - : : : +- CometFilter (10) - : : : +- CometScan parquet spark_catalog.default.date_dim (9) - : : +- CometSort (20) - : : +- CometExchange (19) - : : +- CometProject (18) - : : +- CometFilter (17) - : : +- CometScan parquet spark_catalog.default.catalog_returns (16) - : :- CometProject (39) - : : +- CometSortMergeJoin (38) - : : :- CometSort (32) - : : : +- CometExchange (31) - : : : +- CometProject (30) - : : : +- CometBroadcastHashJoin (29) - : : : :- CometProject (27) - : : : : +- CometBroadcastHashJoin (26) - : : : : :- CometFilter (24) - : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) - : : : : +- ReusedExchange (25) - : : : +- ReusedExchange (28) - : : +- CometSort (37) - : : +- CometExchange (36) - : : +- CometProject (35) - : : +- CometFilter (34) - : : +- CometScan parquet spark_catalog.default.store_returns (33) - : +- CometProject (56) - : +- CometSortMergeJoin (55) - : :- CometSort (49) - : : +- CometExchange (48) - : : +- CometProject (47) - : : +- CometBroadcastHashJoin (46) - : : :- CometProject (44) - : : : +- CometBroadcastHashJoin (43) - : : : :- CometFilter (41) - : : : : +- CometScan parquet spark_catalog.default.web_sales (40) - : : : +- ReusedExchange (42) - : : +- ReusedExchange (45) - : +- CometSort (54) - : +- CometExchange (53) - : +- CometProject (52) - : +- CometFilter (51) - : +- CometScan parquet spark_catalog.default.web_returns (50) - +- * ColumnarToRow (122) - +- CometSort (121) - +- CometExchange (120) - +- CometFilter (119) - +- CometHashAggregate (118) - +- CometExchange (117) - +- CometHashAggregate (116) - +- CometHashAggregate (115) - +- CometExchange (114) - +- CometHashAggregate (113) - +- CometUnion (112) - :- CometProject (83) - : +- CometSortMergeJoin (82) - : :- CometSort (79) - : : +- CometExchange (78) - : : +- CometProject (77) - : : +- CometBroadcastHashJoin (76) - : : :- CometProject (72) - : : : +- CometBroadcastHashJoin (71) - : : : :- CometFilter (69) - : : : : +- CometScan parquet spark_catalog.default.catalog_sales (68) - : : : +- ReusedExchange (70) - : : +- CometBroadcastExchange (75) - : : +- CometFilter (74) - : : +- CometScan parquet spark_catalog.default.date_dim (73) - : +- CometSort (81) - : +- ReusedExchange (80) - :- CometProject (97) - : +- CometSortMergeJoin (96) - : :- CometSort (93) - : : +- CometExchange (92) - : : +- CometProject (91) - : : +- CometBroadcastHashJoin (90) - : : :- CometProject (88) - : : : +- CometBroadcastHashJoin (87) - : : : :- CometFilter (85) - : : : : +- CometScan parquet spark_catalog.default.store_sales (84) - : : : +- ReusedExchange (86) - : : +- ReusedExchange (89) - : +- CometSort (95) - : +- ReusedExchange (94) - +- CometProject (111) - +- CometSortMergeJoin (110) - :- CometSort (107) - : +- CometExchange (106) - : +- CometProject (105) - : +- CometBroadcastHashJoin (104) - : :- CometProject (102) - : : +- CometBroadcastHashJoin (101) - : : :- CometFilter (99) - : : : +- CometScan parquet spark_catalog.default.web_sales (98) - : : +- ReusedExchange (100) - : +- ReusedExchange (103) - +- CometSort (109) - +- ReusedExchange (108) +* ColumnarToRow (124) ++- CometTakeOrderedAndProject (123) + +- CometProject (122) + +- CometSortMergeJoin (121) + :- CometSort (66) + : +- CometExchange (65) + : +- CometFilter (64) + : +- CometHashAggregate (63) + : +- CometExchange (62) + : +- CometHashAggregate (61) + : +- CometHashAggregate (60) + : +- CometExchange (59) + : +- CometHashAggregate (58) + : +- CometUnion (57) + : :- CometProject (22) + : : +- CometSortMergeJoin (21) + : : :- CometSort (15) + : : : +- CometExchange (14) + : : : +- CometProject (13) + : : : +- CometBroadcastHashJoin (12) + : : : :- CometProject (8) + : : : : +- CometBroadcastHashJoin (7) + : : : : :- CometFilter (2) + : : : : : +- CometScan parquet spark_catalog.default.catalog_sales (1) + : : : : +- CometBroadcastExchange (6) + : : : : +- CometProject (5) + : : : : +- CometFilter (4) + : : : : +- CometScan parquet spark_catalog.default.item (3) + : : : +- CometBroadcastExchange (11) + : : : +- CometFilter (10) + : : : +- CometScan parquet spark_catalog.default.date_dim (9) + : : +- CometSort (20) + : : +- CometExchange (19) + : : +- CometProject (18) + : : +- CometFilter (17) + : : +- CometScan parquet spark_catalog.default.catalog_returns (16) + : :- CometProject (39) + : : +- CometSortMergeJoin (38) + : : :- CometSort (32) + : : : +- CometExchange (31) + : : : +- CometProject (30) + : : : +- CometBroadcastHashJoin (29) + : : : :- CometProject (27) + : : : : +- CometBroadcastHashJoin (26) + : : : : :- CometFilter (24) + : : : : : +- CometScan parquet spark_catalog.default.store_sales (23) + : : : : +- ReusedExchange (25) + : : : +- ReusedExchange (28) + : : +- CometSort (37) + : : +- CometExchange (36) + : : +- CometProject (35) + : : +- CometFilter (34) + : : +- CometScan parquet spark_catalog.default.store_returns (33) + : +- CometProject (56) + : +- CometSortMergeJoin (55) + : :- CometSort (49) + : : +- CometExchange (48) + : : +- CometProject (47) + : : +- CometBroadcastHashJoin (46) + : : :- CometProject (44) + : : : +- CometBroadcastHashJoin (43) + : : : :- CometFilter (41) + : : : : +- CometScan parquet spark_catalog.default.web_sales (40) + : : : +- ReusedExchange (42) + : : +- ReusedExchange (45) + : +- CometSort (54) + : +- CometExchange (53) + : +- CometProject (52) + : +- CometFilter (51) + : +- CometScan parquet spark_catalog.default.web_returns (50) + +- CometSort (120) + +- CometExchange (119) + +- CometFilter (118) + +- CometHashAggregate (117) + +- CometExchange (116) + +- CometHashAggregate (115) + +- CometHashAggregate (114) + +- CometExchange (113) + +- CometHashAggregate (112) + +- CometUnion (111) + :- CometProject (82) + : +- CometSortMergeJoin (81) + : :- CometSort (78) + : : +- CometExchange (77) + : : +- CometProject (76) + : : +- CometBroadcastHashJoin (75) + : : :- CometProject (71) + : : : +- CometBroadcastHashJoin (70) + : : : :- CometFilter (68) + : : : : +- CometScan parquet spark_catalog.default.catalog_sales (67) + : : : +- ReusedExchange (69) + : : +- CometBroadcastExchange (74) + : : +- CometFilter (73) + : : +- CometScan parquet spark_catalog.default.date_dim (72) + : +- CometSort (80) + : +- ReusedExchange (79) + :- CometProject (96) + : +- CometSortMergeJoin (95) + : :- CometSort (92) + : : +- CometExchange (91) + : : +- CometProject (90) + : : +- CometBroadcastHashJoin (89) + : : :- CometProject (87) + : : : +- CometBroadcastHashJoin (86) + : : : :- CometFilter (84) + : : : : +- CometScan parquet spark_catalog.default.store_sales (83) + : : : +- ReusedExchange (85) + : : +- ReusedExchange (88) + : +- CometSort (94) + : +- ReusedExchange (93) + +- CometProject (110) + +- CometSortMergeJoin (109) + :- CometSort (106) + : +- CometExchange (105) + : +- CometProject (104) + : +- CometBroadcastHashJoin (103) + : :- CometProject (101) + : : +- CometBroadcastHashJoin (100) + : : :- CometFilter (98) + : : : +- CometScan parquet spark_catalog.default.web_sales (97) + : : +- ReusedExchange (99) + : +- ReusedExchange (102) + +- CometSort (108) + +- ReusedExchange (107) (1) Scan parquet spark_catalog.default.catalog_sales @@ -427,10 +426,7 @@ Arguments: hashpartitioning(i_brand_id#8, i_class_id#9, i_category_id#10, i_manu Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] Arguments: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65], [i_brand_id#8 ASC NULLS FIRST, i_class_id#9 ASC NULLS FIRST, i_category_id#10 ASC NULLS FIRST, i_manufact_id#12 ASC NULLS FIRST] -(67) ColumnarToRow [codegen id : 1] -Input [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] - -(68) Scan parquet spark_catalog.default.catalog_sales +(67) Scan parquet spark_catalog.default.catalog_sales Output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Batched: true Location: InMemoryFileIndex [] @@ -438,71 +434,71 @@ PartitionFilters: [isnotnull(cs_sold_date_sk#70), dynamicpruningexpression(cs_so PushedFilters: [IsNotNull(cs_item_sk)] ReadSchema: struct -(69) CometFilter +(68) CometFilter Input [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Condition : isnotnull(cs_item_sk#66) -(70) ReusedExchange [Reuses operator id: 6] +(69) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(71) CometBroadcastHashJoin +(70) CometBroadcastHashJoin Left output [5]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70] Right output [5]: [i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66], [i_item_sk#72], Inner, BuildRight -(72) CometProject +(71) CometProject Input [10]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_item_sk#72, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -(73) Scan parquet spark_catalog.default.date_dim +(72) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(74) CometFilter +(73) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(75) CometBroadcastExchange +(74) CometBroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: [d_date_sk#77, d_year#78] -(76) CometBroadcastHashJoin +(75) CometBroadcastHashJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Right output [2]: [d_date_sk#77, d_year#78] Arguments: [cs_sold_date_sk#70], [d_date_sk#77], Inner, BuildRight -(77) CometProject +(76) CometProject Input [11]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, cs_sold_date_sk#70, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_date_sk#77, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] -(78) CometExchange +(77) CometExchange Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: hashpartitioning(cs_order_number#67, cs_item_sk#66, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=10] -(79) CometSort +(78) CometSort Input [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Arguments: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78], [cs_order_number#67 ASC NULLS FIRST, cs_item_sk#66 ASC NULLS FIRST] -(80) ReusedExchange [Reuses operator id: 19] +(79) ReusedExchange [Reuses operator id: 19] Output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] -(81) CometSort +(80) CometSort Input [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82], [cr_order_number#80 ASC NULLS FIRST, cr_item_sk#79 ASC NULLS FIRST] -(82) CometSortMergeJoin +(81) CometSortMergeJoin Left output [9]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78] Right output [4]: [cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [cs_order_number#67, cs_item_sk#66], [cr_order_number#80, cr_item_sk#79], LeftOuter -(83) CometProject +(82) CometProject Input [13]: [cs_item_sk#66, cs_order_number#67, cs_quantity#68, cs_ext_sales_price#69, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, d_year#78, cr_item_sk#79, cr_order_number#80, cr_return_quantity#81, cr_return_amount#82] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21], [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, (cs_quantity#68 - coalesce(cr_return_quantity#81, 0)) AS sales_cnt#20, (cs_ext_sales_price#69 - coalesce(cr_return_amount#82, 0.00)) AS sales_amt#21] -(84) Scan parquet spark_catalog.default.store_sales +(83) Scan parquet spark_catalog.default.store_sales Output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Batched: true Location: InMemoryFileIndex [] @@ -510,59 +506,59 @@ PartitionFilters: [isnotnull(ss_sold_date_sk#87), dynamicpruningexpression(ss_so PushedFilters: [IsNotNull(ss_item_sk)] ReadSchema: struct -(85) CometFilter +(84) CometFilter Input [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Condition : isnotnull(ss_item_sk#83) -(86) ReusedExchange [Reuses operator id: 6] +(85) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(87) CometBroadcastHashJoin +(86) CometBroadcastHashJoin Left output [5]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87] Right output [5]: [i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83], [i_item_sk#89], Inner, BuildRight -(88) CometProject +(87) CometProject Input [10]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_item_sk#89, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] -(89) ReusedExchange [Reuses operator id: 75] +(88) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#94, d_year#95] -(90) CometBroadcastHashJoin +(89) CometBroadcastHashJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93] Right output [2]: [d_date_sk#94, d_year#95] Arguments: [ss_sold_date_sk#87], [d_date_sk#94], Inner, BuildRight -(91) CometProject +(90) CometProject Input [11]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, ss_sold_date_sk#87, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_date_sk#94, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] -(92) CometExchange +(91) CometExchange Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: hashpartitioning(ss_ticket_number#84, ss_item_sk#83, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=11] -(93) CometSort +(92) CometSort Input [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Arguments: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95], [ss_ticket_number#84 ASC NULLS FIRST, ss_item_sk#83 ASC NULLS FIRST] -(94) ReusedExchange [Reuses operator id: 36] +(93) ReusedExchange [Reuses operator id: 36] Output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] -(95) CometSort +(94) CometSort Input [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99], [sr_ticket_number#97 ASC NULLS FIRST, sr_item_sk#96 ASC NULLS FIRST] -(96) CometSortMergeJoin +(95) CometSortMergeJoin Left output [9]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95] Right output [4]: [sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [ss_ticket_number#84, ss_item_sk#83], [sr_ticket_number#97, sr_item_sk#96], LeftOuter -(97) CometProject +(96) CometProject Input [13]: [ss_item_sk#83, ss_ticket_number#84, ss_quantity#85, ss_ext_sales_price#86, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, d_year#95, sr_item_sk#96, sr_ticket_number#97, sr_return_quantity#98, sr_return_amt#99] Arguments: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41], [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, (ss_quantity#85 - coalesce(sr_return_quantity#98, 0)) AS sales_cnt#40, (ss_ext_sales_price#86 - coalesce(sr_return_amt#99, 0.00)) AS sales_amt#41] -(98) Scan parquet spark_catalog.default.web_sales +(97) Scan parquet spark_catalog.default.web_sales Output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Batched: true Location: InMemoryFileIndex [] @@ -570,144 +566,143 @@ PartitionFilters: [isnotnull(ws_sold_date_sk#104), dynamicpruningexpression(ws_s PushedFilters: [IsNotNull(ws_item_sk)] ReadSchema: struct -(99) CometFilter +(98) CometFilter Input [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Condition : isnotnull(ws_item_sk#100) -(100) ReusedExchange [Reuses operator id: 6] +(99) ReusedExchange [Reuses operator id: 6] Output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(101) CometBroadcastHashJoin +(100) CometBroadcastHashJoin Left output [5]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104] Right output [5]: [i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100], [i_item_sk#106], Inner, BuildRight -(102) CometProject +(101) CometProject Input [10]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_item_sk#106, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] -(103) ReusedExchange [Reuses operator id: 75] +(102) ReusedExchange [Reuses operator id: 74] Output [2]: [d_date_sk#111, d_year#112] -(104) CometBroadcastHashJoin +(103) CometBroadcastHashJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110] Right output [2]: [d_date_sk#111, d_year#112] Arguments: [ws_sold_date_sk#104], [d_date_sk#111], Inner, BuildRight -(105) CometProject +(104) CometProject Input [11]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, ws_sold_date_sk#104, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_date_sk#111, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] -(106) CometExchange +(105) CometExchange Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: hashpartitioning(ws_order_number#101, ws_item_sk#100, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=12] -(107) CometSort +(106) CometSort Input [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Arguments: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112], [ws_order_number#101 ASC NULLS FIRST, ws_item_sk#100 ASC NULLS FIRST] -(108) ReusedExchange [Reuses operator id: 53] +(107) ReusedExchange [Reuses operator id: 53] Output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] -(109) CometSort +(108) CometSort Input [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116], [wr_order_number#114 ASC NULLS FIRST, wr_item_sk#113 ASC NULLS FIRST] -(110) CometSortMergeJoin +(109) CometSortMergeJoin Left output [9]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112] Right output [4]: [wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [ws_order_number#101, ws_item_sk#100], [wr_order_number#114, wr_item_sk#113], LeftOuter -(111) CometProject +(110) CometProject Input [13]: [ws_item_sk#100, ws_order_number#101, ws_quantity#102, ws_ext_sales_price#103, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, d_year#112, wr_item_sk#113, wr_order_number#114, wr_return_quantity#115, wr_return_amt#116] Arguments: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61], [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, (ws_quantity#102 - coalesce(wr_return_quantity#115, 0)) AS sales_cnt#60, (ws_ext_sales_price#103 - coalesce(wr_return_amt#116, 0.00)) AS sales_amt#61] -(112) CometUnion +(111) CometUnion Child 0 Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Child 1 Input [7]: [d_year#95, i_brand_id#90, i_class_id#91, i_category_id#92, i_manufact_id#93, sales_cnt#40, sales_amt#41] Child 2 Input [7]: [d_year#112, i_brand_id#107, i_class_id#108, i_category_id#109, i_manufact_id#110, sales_cnt#60, sales_amt#61] -(113) CometHashAggregate +(112) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(114) CometExchange +(113) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=13] -(115) CometHashAggregate +(114) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Functions: [] -(116) CometHashAggregate +(115) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#20, sales_amt#21] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [partial_sum(sales_cnt#20), partial_sum(UnscaledValue(sales_amt#21))] -(117) CometExchange +(116) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Arguments: hashpartitioning(d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=14] -(118) CometHashAggregate +(117) CometHashAggregate Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sum#62, sum#117] Keys [5]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] Functions [2]: [sum(sales_cnt#20), sum(UnscaledValue(sales_amt#21))] -(119) CometFilter +(118) CometFilter Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Condition : isnotnull(sales_cnt#118) -(120) CometExchange +(119) CometExchange Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: hashpartitioning(i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=15] -(121) CometSort +(120) CometSort Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] Arguments: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119], [i_brand_id#73 ASC NULLS FIRST, i_class_id#74 ASC NULLS FIRST, i_category_id#75 ASC NULLS FIRST, i_manufact_id#76 ASC NULLS FIRST] -(122) ColumnarToRow [codegen id : 2] -Input [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] - -(123) SortMergeJoin [codegen id : 3] -Left keys [4]: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12] -Right keys [4]: [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76] -Join type: Inner -Join condition: ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) +(121) CometSortMergeJoin +Left output [7]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65] +Right output [7]: [d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12], [i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76], Inner, ((cast(sales_cnt#64 as decimal(17,2)) / cast(sales_cnt#118 as decimal(17,2))) < 0.90000000000000000000) -(124) Project [codegen id : 3] -Output [10]: [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] +(122) CometProject Input [14]: [d_year#14, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#64, sales_amt#65, d_year#78, i_brand_id#73, i_class_id#74, i_category_id#75, i_manufact_id#76, sales_cnt#118, sales_amt#119] +Arguments: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], [d_year#78 AS prev_year#120, d_year#14 AS year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, sales_cnt#118 AS prev_yr_cnt#122, sales_cnt#64 AS curr_yr_cnt#123, (sales_cnt#64 - sales_cnt#118) AS sales_cnt_diff#124, (sales_amt#65 - sales_amt#119) AS sales_amt_diff#125] + +(123) CometTakeOrderedAndProject +Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] +Arguments: TakeOrderedAndProject(limit=100, orderBy=[sales_cnt_diff#124 ASC NULLS FIRST,sales_amt_diff#125 ASC NULLS FIRST], output=[prev_year#120,year#121,i_brand_id#8,i_class_id#9,i_category_id#10,i_manufact_id#12,prev_yr_cnt#122,curr_yr_cnt#123,sales_cnt_diff#124,sales_amt_diff#125]), [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125], 100, [sales_cnt_diff#124 ASC NULLS FIRST, sales_amt_diff#125 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -(125) TakeOrderedAndProject +(124) ColumnarToRow [codegen id : 1] Input [10]: [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] -Arguments: 100, [sales_cnt_diff#124 ASC NULLS FIRST, sales_amt_diff#125 ASC NULLS FIRST], [prev_year#120, year#121, i_brand_id#8, i_class_id#9, i_category_id#10, i_manufact_id#12, prev_yr_cnt#122, curr_yr_cnt#123, sales_cnt_diff#124, sales_amt_diff#125] ===== Subqueries ===== Subquery:1 Hosting operator id = 1 Hosting Expression = cs_sold_date_sk#5 IN dynamicpruning#6 -BroadcastExchange (129) -+- * ColumnarToRow (128) - +- CometFilter (127) - +- CometScan parquet spark_catalog.default.date_dim (126) +BroadcastExchange (128) ++- * ColumnarToRow (127) + +- CometFilter (126) + +- CometScan parquet spark_catalog.default.date_dim (125) -(126) Scan parquet spark_catalog.default.date_dim +(125) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#13, d_year#14] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2002), IsNotNull(d_date_sk)] ReadSchema: struct -(127) CometFilter +(126) CometFilter Input [2]: [d_date_sk#13, d_year#14] Condition : ((isnotnull(d_year#14) AND (d_year#14 = 2002)) AND isnotnull(d_date_sk#13)) -(128) ColumnarToRow [codegen id : 1] +(127) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#13, d_year#14] -(129) BroadcastExchange +(128) BroadcastExchange Input [2]: [d_date_sk#13, d_year#14] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=16] @@ -715,33 +710,33 @@ Subquery:2 Hosting operator id = 23 Hosting Expression = ss_sold_date_sk#26 IN d Subquery:3 Hosting operator id = 40 Hosting Expression = ws_sold_date_sk#46 IN dynamicpruning#6 -Subquery:4 Hosting operator id = 68 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 -BroadcastExchange (133) -+- * ColumnarToRow (132) - +- CometFilter (131) - +- CometScan parquet spark_catalog.default.date_dim (130) +Subquery:4 Hosting operator id = 67 Hosting Expression = cs_sold_date_sk#70 IN dynamicpruning#71 +BroadcastExchange (132) ++- * ColumnarToRow (131) + +- CometFilter (130) + +- CometScan parquet spark_catalog.default.date_dim (129) -(130) Scan parquet spark_catalog.default.date_dim +(129) Scan parquet spark_catalog.default.date_dim Output [2]: [d_date_sk#77, d_year#78] Batched: true Location [not included in comparison]/{warehouse_dir}/date_dim] PushedFilters: [IsNotNull(d_year), EqualTo(d_year,2001), IsNotNull(d_date_sk)] ReadSchema: struct -(131) CometFilter +(130) CometFilter Input [2]: [d_date_sk#77, d_year#78] Condition : ((isnotnull(d_year#78) AND (d_year#78 = 2001)) AND isnotnull(d_date_sk#77)) -(132) ColumnarToRow [codegen id : 1] +(131) ColumnarToRow [codegen id : 1] Input [2]: [d_date_sk#77, d_year#78] -(133) BroadcastExchange +(132) BroadcastExchange Input [2]: [d_date_sk#77, d_year#78] Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=17] -Subquery:5 Hosting operator id = 84 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 +Subquery:5 Hosting operator id = 83 Hosting Expression = ss_sold_date_sk#87 IN dynamicpruning#71 -Subquery:6 Hosting operator id = 98 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 +Subquery:6 Hosting operator id = 97 Hosting Expression = ws_sold_date_sk#104 IN dynamicpruning#71 diff --git a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/simplified.txt b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/simplified.txt index 60df69dea9..9e340130a5 100644 --- a/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/simplified.txt +++ b/spark/src/test/resources/tpcds-plan-stability/approved-plans-v2_7/q75/simplified.txt @@ -1,150 +1,144 @@ -TakeOrderedAndProject [sales_cnt_diff,sales_amt_diff,prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt] - WholeStageCodegen (3) - Project [d_year,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt,sales_amt,sales_amt] - SortMergeJoin [i_brand_id,i_class_id,i_category_id,i_manufact_id,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_cnt] - InputAdapter - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] +WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometTakeOrderedAndProject [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometProject [d_year,d_year,sales_cnt,sales_cnt,sales_amt,sales_amt] [prev_year,year,i_brand_id,i_class_id,i_category_id,i_manufact_id,prev_yr_cnt,curr_yr_cnt,sales_cnt_diff,sales_amt_diff] + CometSortMergeJoin [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #1 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #2 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #3 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #4 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #1 - BroadcastExchange #5 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] - CometBroadcastExchange [d_date_sk,d_year] #7 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometExchange [cr_order_number,cr_item_sk] #8 - CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #9 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometExchange [sr_ticket_number,sr_item_sk] #10 - CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #11 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #1 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #7 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometExchange [wr_order_number,wr_item_sk] #12 - CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] - InputAdapter - WholeStageCodegen (2) - ColumnarToRow - InputAdapter - CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 - CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #4 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #1 + BroadcastExchange #5 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometBroadcastExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometProject [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometScan parquet spark_catalog.default.item [i_item_sk,i_brand_id,i_class_id,i_category_id,i_category,i_manufact_id] + CometBroadcastExchange [d_date_sk,d_year] #7 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometExchange [cr_order_number,cr_item_sk] #8 + CometProject [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometFilter [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometScan parquet spark_catalog.default.catalog_returns [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount,cr_returned_date_sk] + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #9 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometExchange [sr_ticket_number,sr_item_sk] #10 + CometProject [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometFilter [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometScan parquet spark_catalog.default.store_returns [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt,sr_returned_date_sk] + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #11 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #1 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #7 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometExchange [wr_order_number,wr_item_sk] #12 + CometProject [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometFilter [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometScan parquet spark_catalog.default.web_returns [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt,wr_returned_date_sk] + CometSort [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [i_brand_id,i_class_id,i_category_id,i_manufact_id] #13 + CometFilter [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt,sum,sum,sum(sales_cnt),sum(UnscaledValue(sales_amt))] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id] #14 + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sum,sum,sales_cnt,sales_amt] + CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometExchange [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] #15 - CometHashAggregate [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [cs_order_number,cs_item_sk] #16 - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] - SubqueryBroadcast [d_date_sk] #2 - BroadcastExchange #17 - WholeStageCodegen (1) - ColumnarToRow - InputAdapter - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - CometBroadcastExchange [d_date_sk,d_year] #18 - CometFilter [d_date_sk,d_year] - CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] - CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] - ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 - CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ss_ticket_number,ss_item_sk] #19 - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] - ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 - CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] - CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometExchange [ws_order_number,ws_item_sk] #20 - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] - CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] - CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] - ReusedSubquery [d_date_sk] #2 - ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 - ReusedExchange [d_date_sk,d_year] #18 - CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] - ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 + CometUnion [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometProject [cs_quantity,cr_return_quantity,cs_ext_sales_price,cr_return_amount] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + CometSort [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [cs_order_number,cs_item_sk] #16 + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + CometScan parquet spark_catalog.default.catalog_sales [cs_item_sk,cs_order_number,cs_quantity,cs_ext_sales_price,cs_sold_date_sk] + SubqueryBroadcast [d_date_sk] #2 + BroadcastExchange #17 + WholeStageCodegen (1) + ColumnarToRow + InputAdapter + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + CometBroadcastExchange [d_date_sk,d_year] #18 + CometFilter [d_date_sk,d_year] + CometScan parquet spark_catalog.default.date_dim [d_date_sk,d_year] + CometSort [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] + ReusedExchange [cr_item_sk,cr_order_number,cr_return_quantity,cr_return_amount] #8 + CometProject [ss_quantity,sr_return_quantity,ss_ext_sales_price,sr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + CometSort [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ss_ticket_number,ss_item_sk] #19 + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + CometScan parquet spark_catalog.default.store_sales [ss_item_sk,ss_ticket_number,ss_quantity,ss_ext_sales_price,ss_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] + ReusedExchange [sr_item_sk,sr_ticket_number,sr_return_quantity,sr_return_amt] #10 + CometProject [ws_quantity,wr_return_quantity,ws_ext_sales_price,wr_return_amt] [d_year,i_brand_id,i_class_id,i_category_id,i_manufact_id,sales_cnt,sales_amt] + CometSortMergeJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year,wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + CometSort [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometExchange [ws_order_number,ws_item_sk] #20 + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_year] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id,d_date_sk,d_year] + CometProject [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometBroadcastHashJoin [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk,i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] + CometFilter [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + CometScan parquet spark_catalog.default.web_sales [ws_item_sk,ws_order_number,ws_quantity,ws_ext_sales_price,ws_sold_date_sk] + ReusedSubquery [d_date_sk] #2 + ReusedExchange [i_item_sk,i_brand_id,i_class_id,i_category_id,i_manufact_id] #6 + ReusedExchange [d_date_sk,d_year] #18 + CometSort [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] + ReusedExchange [wr_item_sk,wr_order_number,wr_return_quantity,wr_return_amt] #12 diff --git a/spark/src/test/scala/org/apache/comet/exec/CometExecSuite.scala b/spark/src/test/scala/org/apache/comet/exec/CometExecSuite.scala index 00412a0269..7f9816ca84 100644 --- a/spark/src/test/scala/org/apache/comet/exec/CometExecSuite.scala +++ b/spark/src/test/scala/org/apache/comet/exec/CometExecSuite.scala @@ -524,11 +524,11 @@ class CometExecSuite extends CometTestBase { }.map(_.metrics).get assert(metrics.contains("input_batches")) - assert(metrics("input_batches").value == 8L) + assert(metrics("input_batches").value == 2L) assert(metrics.contains("input_rows")) assert(metrics("input_rows").value == 10L) assert(metrics.contains("output_batches")) - assert(metrics("output_batches").value == 4L) + assert(metrics("output_batches").value == 1L) assert(metrics.contains("output_rows")) assert(metrics("output_rows").value == 5L) assert(metrics.contains("peak_mem_used")) diff --git a/spark/src/test/scala/org/apache/comet/exec/CometJoinSuite.scala b/spark/src/test/scala/org/apache/comet/exec/CometJoinSuite.scala index fbd593f5a8..1bd0e1b7a4 100644 --- a/spark/src/test/scala/org/apache/comet/exec/CometJoinSuite.scala +++ b/spark/src/test/scala/org/apache/comet/exec/CometJoinSuite.scala @@ -23,6 +23,8 @@ import org.scalactic.source.Position import org.scalatest.Tag import org.apache.spark.sql.CometTestBase +import org.apache.spark.sql.catalyst.TableIdentifier +import org.apache.spark.sql.catalyst.analysis.UnresolvedRelation import org.apache.spark.sql.comet.{CometBroadcastExchangeExec, CometBroadcastHashJoinExec} import org.apache.spark.sql.internal.SQLConf import org.apache.spark.sql.types.Decimal @@ -290,7 +292,6 @@ class CometJoinSuite extends CometTestBase { } } - // TODO: Add a test for SortMergeJoin with join filter after new DataFusion release test("SortMergeJoin without join filter") { withSQLConf( SQLConf.ADAPTIVE_AUTO_BROADCASTJOIN_THRESHOLD.key -> "-1", @@ -336,4 +337,115 @@ class CometJoinSuite extends CometTestBase { } } } + + test("SortMergeJoin with join filter") { + withSQLConf( + SQLConf.ADAPTIVE_AUTO_BROADCASTJOIN_THRESHOLD.key -> "-1", + SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "-1") { + withParquetTable((0 until 10).map(i => (i, i % 5)), "tbl_a") { + withParquetTable((0 until 10).map(i => (i % 10, i + 2)), "tbl_b") { + val df1 = sql( + "SELECT * FROM tbl_a JOIN tbl_b ON tbl_a._2 = tbl_b._1 AND " + + "tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df1) + + val df2 = sql( + "SELECT * FROM tbl_a LEFT JOIN tbl_b ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df2) + + val df3 = sql( + "SELECT * FROM tbl_b LEFT JOIN tbl_a ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df3) + + val df4 = sql( + "SELECT * FROM tbl_a RIGHT JOIN tbl_b ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df4) + + val df5 = sql( + "SELECT * FROM tbl_b RIGHT JOIN tbl_a ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df5) + + val df6 = sql( + "SELECT * FROM tbl_a FULL JOIN tbl_b ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df6) + + val df7 = sql( + "SELECT * FROM tbl_b FULL JOIN tbl_a ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._1 > tbl_b._2") + checkSparkAnswerAndOperator(df7) + + val df8 = sql( + "SELECT * FROM tbl_a LEFT SEMI JOIN tbl_b ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._2 >= tbl_b._1") + checkSparkAnswerAndOperator(df8) + + val df9 = sql( + "SELECT * FROM tbl_b LEFT SEMI JOIN tbl_a ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._2 >= tbl_b._1") + checkSparkAnswerAndOperator(df9) + + // TODO: Enable these tests after fixing the issue: + // https://github.com/apache/datafusion-comet/issues/861 + /* + val df10 = sql( + "SELECT * FROM tbl_a LEFT ANTI JOIN tbl_b ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._2 >= tbl_b._1") + checkSparkAnswerAndOperator(df10) + + val df11 = sql( + "SELECT * FROM tbl_b LEFT ANTI JOIN tbl_a ON tbl_a._2 = tbl_b._1 " + + "AND tbl_a._2 >= tbl_b._1") + checkSparkAnswerAndOperator(df11) + */ + } + } + } + } + + test("full outer join") { + withTempView("`left`", "`right`", "allNulls") { + allNulls.createOrReplaceTempView("allNulls") + + upperCaseData.where($"N" <= 4).createOrReplaceTempView("`left`") + upperCaseData.where($"N" >= 3).createOrReplaceTempView("`right`") + + val left = UnresolvedRelation(TableIdentifier("left")) + val right = UnresolvedRelation(TableIdentifier("right")) + + checkSparkAnswer(left.join(right, $"left.N" === $"right.N", "full")) + + checkSparkAnswer(left.join(right, ($"left.N" === $"right.N") && ($"left.N" =!= 3), "full")) + + checkSparkAnswer(left.join(right, ($"left.N" === $"right.N") && ($"right.N" =!= 3), "full")) + + checkSparkAnswer(sql(""" + |SELECT l.a, count(*) + |FROM allNulls l FULL OUTER JOIN upperCaseData r ON (l.a = r.N) + |GROUP BY l.a + """.stripMargin)) + + checkSparkAnswer(sql(""" + |SELECT r.N, count(*) + |FROM allNulls l FULL OUTER JOIN upperCaseData r ON (l.a = r.N) + |GROUP BY r.N + """.stripMargin)) + + checkSparkAnswer(sql(""" + |SELECT l.N, count(*) + |FROM upperCaseData l FULL OUTER JOIN allNulls r ON (l.N = r.a) + |GROUP BY l.N + """.stripMargin)) + + checkSparkAnswer(sql(""" + |SELECT r.a, count(*) + |FROM upperCaseData l FULL OUTER JOIN allNulls r ON (l.N = r.a) + |GROUP BY r.a + """.stripMargin)) + } + } } diff --git a/spark/src/test/scala/org/apache/spark/sql/CometTestBase.scala b/spark/src/test/scala/org/apache/spark/sql/CometTestBase.scala index 58302e5754..d49095e256 100644 --- a/spark/src/test/scala/org/apache/spark/sql/CometTestBase.scala +++ b/spark/src/test/scala/org/apache/spark/sql/CometTestBase.scala @@ -75,8 +75,6 @@ abstract class CometTestBase conf.set(MEMORY_OFFHEAP_SIZE.key, "2g") conf.set(SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key, "1g") conf.set(SQLConf.ADAPTIVE_AUTO_BROADCASTJOIN_THRESHOLD.key, "1g") - // TODO we should no longer be disabling COALESCE_PARTITIONS_ENABLED - conf.set(SQLConf.COALESCE_PARTITIONS_ENABLED.key, "false") conf.set(CometConf.COMET_ENABLED.key, "true") conf.set(CometConf.COMET_EXEC_ENABLED.key, "true") conf.set(CometConf.COMET_EXEC_SHUFFLE_ENABLED.key, "true")