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steps: | ||
- name: gcr.io/google.com/cloudsdktool/cloud-sdk | ||
env: | ||
- 'PROJECT_ID=ossf-malware-analysis' | ||
- 'LOAD_DATASET=testing' # TODO: change after testing is completed | ||
- 'LOAD_TABLE_PREFIX=merge_' | ||
- 'DEST_DATASET=testing' # TODO: change after testing is completed | ||
- 'DEST_TABLE=analysis' | ||
- 'RESULT_BUCKET=gs://ossf-malware-analysis-results' | ||
- 'SCHEMA_FILE=function/loader/dynamic-analysis-schema.json' | ||
entrypoint: '/bin/bash' | ||
args: ['scripts/bq_load.sh'] | ||
timeout: 43200s # 12 hours | ||
options: | ||
logging: CLOUD_LOGGING_ONLY |
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#!/bin/bash | ||
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if [ -z "$PROJECT_ID" ]; then | ||
echo "PROJECT_ID must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$LOAD_DATASET" ]; then | ||
echo "LOAD_DATASET must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$LOAD_TABLE_PREFIX" ]; then | ||
echo "LOAD_TABLE_PREFIX must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$DEST_DATASET" ]; then | ||
echo "DEST_DATASET must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$DEST_TABLE" ]; then | ||
echo "DEST_TABLE must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$RESULT_BUCKET" ]; then | ||
echo "RESULT_BUCKET must be set" | ||
exit 1 | ||
fi | ||
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if [ -z "$SCHEMA_FILE" ]; then | ||
echo "SCHEMA_FILE must be set" | ||
exit 1 | ||
fi | ||
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union="" | ||
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for bucket_prefix in `gsutil ls "$RESULT_BUCKET"`; do | ||
prefix=`echo "$bucket_prefix" | sed "s|$RESULT_BUCKET/\([^\]*\)/|\1|g"` | ||
clean_prefix=`echo "$prefix" | tr -c -d "[:alnum:]"` | ||
table_name="$LOAD_TABLE_PREFIX$clean_prefix" | ||
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echo "## Loading $bucket_prefix into \`$PROJECT_ID.$LOAD_DATASET.$table_name\`." | ||
bq load \ | ||
--headless \ | ||
--project_id="$PROJECT_ID" \ | ||
--dataset_id="$LOAD_DATASET" \ | ||
--replace \ | ||
--time_partitioning_type="DAY" \ | ||
--time_partitioning_field="CreatedTimestamp" \ | ||
--source_format="NEWLINE_DELIMITED_JSON" \ | ||
--max_bad_records=10000 \ | ||
"$table_name" "$bucket_prefix*" "$SCHEMA_FILE" | ||
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# Construct a UNION query for joining the prefix shards together | ||
subquery="SELECT * FROM \`$PROJECT_ID.$LOAD_DATASET.$table_name\`" | ||
if [ -n "$union" ]; then | ||
union="$union UNION ALL " | ||
fi | ||
union="$union$subquery" | ||
done | ||
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query="CREATE OR REPLACE TABLE \`$PROJECT_ID.$DEST_DATASET.$DEST_TABLE\` LIKE \`$PROJECT_ID.$LOAD_DATASET.$table_name\` PARTITION BY TIMESTAMP_TRUNC(CreatedTimestamp, DAY) OPTIONS(expiration_timestamp=NULL) AS $union;" | ||
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echo "## Updating \`$PROJECT_ID.$DEST_DATASET.$DEST_TABLE\` from shards." | ||
echo "Executing query: '$query'" | ||
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bq query --headless --nouse_legacy_sql --project_id="$PROJECT_ID" "$query" |