diff --git a/app/Pipfile.lock b/app/Pipfile.lock
index 958ad7f..f4fc806 100644
--- a/app/Pipfile.lock
+++ b/app/Pipfile.lock
@@ -18,23 +18,24 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:b943d1c567743ed0455878fcd60bc28ac9fae38d129d1ccfad58079da00b8951"
+                "sha256:b20f504a7871a580be5268a18fbad48af4203df5d33dbc9272426cb806245a45",
+                "sha256:ea07d7d437798bffc14f39fccec3909d251a1e76e233205ded72b71c267e0178"
             ],
-            "version": "==0.7.1"
+            "version": "==0.10.0"
         },
         "astor": {
             "hashes": [
-                "sha256:95c30d87a6c2cf89aa628b87398466840f0ad8652f88eb173125a6df8533fb8d",
-                "sha256:fb503b9e2fdd05609fbf557b916b4a7824171203701660f0c55bbf5a7a68713e"
+                "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
+                "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"
             ],
-            "version": "==0.7.1"
+            "version": "==0.8.1"
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "version": "==7.0"
+            "version": "==7.1.2"
         },
         "cycler": {
             "hashes": [
@@ -45,16 +46,16 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:86156361c50488b84a3f148056ea716ca587df2f0de1d34750d35c21312725de",
-                "sha256:f069f3a01830ca754ba5258fde2278454a0b5b79e0d7f5c13b3b97e57d4acff6"
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
             ],
-            "version": "==4.4.0"
+            "version": "==4.4.2"
         },
         "dlib": {
             "hashes": [
-                "sha256:92587c81b0165e933593f505fdf099dface0d0f8ec874b1d8655fc774598911f"
+                "sha256:e79d8e14171b8446d6b5434d7dc3b44a23ca05c8f99266acaf731cc7b268edb6"
             ],
-            "version": "==19.17.0"
+            "version": "==19.21.0"
         },
         "face-recognition": {
             "hashes": [
@@ -76,42 +77,57 @@
             ],
             "version": "==0.2.2"
         },
+        "google-pasta": {
+            "hashes": [
+                "sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954",
+                "sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed",
+                "sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e"
+            ],
+            "version": "==0.2.0"
+        },
         "grpcio": {
             "hashes": [
-                "sha256:07c7f7b251b26ef94e29d2c19245e34d4d05897325a289b31de3b6a5e16fbd6c",
-                "sha256:2ddbca16c2e7b3f2ffc6e34c7cfa6886fb01de9f156ad3f77b72ad652d632097",
-                "sha256:30d84f9684b4c81ee37906bb303a84435948c2dd3db55d3ef38f8daf28bc6ea3",
-                "sha256:316e6c79fb1585b23ae100ee26f6ffefa91a21e4d39588fa42efadd7f20c7225",
-                "sha256:400abff9a772351fff72d5698c8758b837bec3d7f4ed93de70bae744d8f63f53",
-                "sha256:4ed90a256f6f8690b5c95b9d4f2e9fe6513628f3674e9068e10637e50c2f93d6",
-                "sha256:51fd87ff610ca2f483c668c3fa7f70d479bffb3c14805d2065b51194edea5e26",
-                "sha256:5569aba69041530e04eff3d40536027db8851f4e11e6282849b9fc5b1855075d",
-                "sha256:566b752e36cdcd5a4d38f292aca4c8e3095f13cfe82606e010d67749cacba341",
-                "sha256:5817f970fbfed72a6203ff96349e796d8f6ff3ce85b58af241c4a14190d9f4d1",
-                "sha256:5a97bb5a4af16f840f1211dbe66d61592f02110f286d96e67bf6006d7f96aab7",
-                "sha256:5d57e41c913152b215eda070955b3544bdf20ed2327e5e5eed3005186220ebd0",
-                "sha256:6cec17145978cef3d20093cdc05e88da597ce05076db566a66a35b9c55d416a3",
-                "sha256:6ef7ab9b6ba09ce087ddb3b27f12504f50efdbf5d319b8b23173478765452301",
-                "sha256:756c0d65e4ebce1c47787dbb48955864f2a768e1df76902f33d3e4062c209f3e",
-                "sha256:828d13f0edd27f452af7fc23093c8a2d63d8fbd92595dbd0f698c78b13af9bdb",
-                "sha256:8cf02c4e07520be61ad8b59b0043771ef2af666cb73066516eabfee562a28df4",
-                "sha256:919dfe84d22ce2e2ae81d82238586d7c2a86714fb0b6cf9b437e336851e3c32d",
-                "sha256:b04a061280b06cdc4e68c4147a0f46b98c395cf62f0c6df4fa2a30a083cdc333",
-                "sha256:b2dbe7d2f9685bdbb4415f8e475dd96b1b1776193b7286705f90490c3f039037",
-                "sha256:b60df7cbc3e77c39d5befe6a1e6e4213f3ca683d743ff7c1622b1d4412245a55",
-                "sha256:b740681332b5a042b9e22246a3cdbfc3d644cf73d38e117f20ad9d8deab8f1a5",
-                "sha256:ba434873945d5d4542589674cb60c43a1cf76b2b5f0c0f759aa76d499055722f",
-                "sha256:bcb44cd53beccc92c730254ad3d50715b67a7432e693961b566d982f759b1787",
-                "sha256:be1cbb6cad1d4242e3aaa4143eabcfbf383358f6c8e9951be2c497b65561b075",
-                "sha256:c4e38326fcab5c52fd1a8c8e0f908bfe830629a5ffc60793ec5545ef913d62d2",
-                "sha256:d03c0524d5953568f74269e0faebb1e880ba9f36ca8c773be397087c35bd8188",
-                "sha256:ea897ffa80276565acdd92349ef82a768db0e3327aacd4aec82f79ca10989689",
-                "sha256:edc50e8bcd10b165f34c3cf3e1d4f97e9c71b165b85a85b91cf3444000a17692",
-                "sha256:f96a2e97df522b50da9cb3795f08199b110ceab4146bf70ea7f6a3a0213786cc",
-                "sha256:fadb649a69e3b08e01f090c24f0c8cccc122e92c362c1a1727b695a63be8416b",
-                "sha256:fbe4360ff1689a9753cbf1b27dad11e683d39117a32a64372a7c95c6abc81b81"
-            ],
-            "version": "==1.19.0"
+                "sha256:01d3046fe980be25796d368f8fc5ff34b7cf5e1444f3789a017a7fe794465639",
+                "sha256:07b430fa68e5eecd78e2ad529ab80f6a234b55fc1b675fe47335ccbf64c6c6c8",
+                "sha256:0e3edd8cdb71809d2455b9dbff66b4dd3d36c321e64bfa047da5afdfb0db332b",
+                "sha256:0f3f09269ffd3fded430cd89ba2397eabbf7e47be93983b25c187cdfebb302a7",
+                "sha256:1376a60f9bfce781b39973f100b5f67e657b5be479f2fd8a7d2a408fc61c085c",
+                "sha256:14c0f017bfebbc18139551111ac58ecbde11f4bc375b73a53af38927d60308b6",
+                "sha256:182c64ade34c341398bf71ec0975613970feb175090760ab4f51d1e9a5424f05",
+                "sha256:1ada89326a364a299527c7962e5c362dbae58c67b283fe8383c4d952b26565d5",
+                "sha256:1ce6f5ff4f4a548c502d5237a071fa617115df58ea4b7bd41dac77c1ab126e9c",
+                "sha256:1d384a61f96a1fc6d5d3e0b62b0a859abc8d4c3f6d16daba51ebf253a3e7df5d",
+                "sha256:25959a651420dd4a6fd7d3e8dee53f4f5fd8c56336a64963428e78b276389a59",
+                "sha256:28677f057e2ef11501860a7bc15de12091d40b95dd0fddab3c37ff1542e6b216",
+                "sha256:378fe80ec5d9353548eb2a8a43ea03747a80f2e387c4f177f2b3ff6c7d898753",
+                "sha256:3afb058b6929eba07dba9ae6c5b555aa1d88cb140187d78cc510bd72d0329f28",
+                "sha256:4396b1d0f388ae875eaf6dc05cdcb612c950fd9355bc34d38b90aaa0665a0d4b",
+                "sha256:4775bc35af9cd3b5033700388deac2e1d611fa45f4a8dcb93667d94cb25f0444",
+                "sha256:5bddf9d53c8df70061916c3bfd2f468ccf26c348bb0fb6211531d895ed5e4c72",
+                "sha256:6d869a3e8e62562b48214de95e9231c97c53caa7172802236cd5d60140d7cddd",
+                "sha256:6f7947dad606c509d067e5b91a92b250aa0530162ab99e4737090f6b17eb12c4",
+                "sha256:7cda998b7b551503beefc38db9be18c878cfb1596e1418647687575cdefa9273",
+                "sha256:99bac0e2c820bf446662365df65841f0c2a55b0e2c419db86eaf5d162ddae73e",
+                "sha256:9c0d8f2346c842088b8cbe3e14985b36e5191a34bf79279ba321a4bf69bd88b7",
+                "sha256:a8004b34f600a8a51785e46859cd88f3386ef67cccd1cfc7598e3d317608c643",
+                "sha256:ac7028d363d2395f3d755166d0161556a3f99500a5b44890421ccfaaf2aaeb08",
+                "sha256:be98e3198ec765d0a1e27f69d760f69374ded8a33b953dcfe790127731f7e690",
+                "sha256:c31e8a219650ddae1cd02f5a169e1bffe66a429a8255d3ab29e9363c73003b62",
+                "sha256:c4966d746dccb639ef93f13560acbe9630681c07f2b320b7ec03fe2c8f0a1f15",
+                "sha256:c58825a3d8634cd634d8f869afddd4d5742bdb59d594aea4cea17b8f39269a55",
+                "sha256:ce617e1c4a39131f8527964ac9e700eb199484937d7a0b3e52655a3ba50d5fb9",
+                "sha256:e28e4c0d4231beda5dee94808e3a224d85cbaba3cfad05f2192e6f4ec5318053",
+                "sha256:e467af6bb8f5843f5a441e124b43474715cfb3981264e7cd227343e826dcc3ce",
+                "sha256:e6786f6f7be0937614577edcab886ddce91b7c1ea972a07ef9972e9f9ecbbb78",
+                "sha256:e811ce5c387256609d56559d944a974cc6934a8eea8c76e7c86ec388dc06192d",
+                "sha256:ec10d5f680b8e95a06f1367d73c5ddcc0ed04a3f38d6e4c9346988fb0cea2ffa",
+                "sha256:ef9bd7fdfc0a063b4ed0efcab7906df5cae9bbcf79d05c583daa2eba56752b00",
+                "sha256:f03dfefa9075dd1c6c5cc27b1285c521434643b09338d8b29e1d6a27b386aa82",
+                "sha256:f12900be4c3fd2145ba94ab0d80b7c3d71c9e6414cfee2f31b1c20188b5c281f",
+                "sha256:f53f2dfc8ff9a58a993e414a016c8b21af333955ae83960454ad91798d467c7b",
+                "sha256:f7d508691301027033215d3662dab7e178f54d5cca2329f26a71ae175d94b83f"
+            ],
+            "version": "==1.32.0"
         },
         "h5py": {
             "hashes": [
@@ -142,6 +158,7 @@
                 "sha256:c5dd4ec75985b99166c045909e10f0534704d102848b1d9f0992720e908928e7",
                 "sha256:d2b82f23cd862a9d05108fe99967e9edfa95c136f532a71cb3d28dc252771f50",
                 "sha256:e58a25764472af07b7e1c4b10b0179c8ea726446c7141076286e41891bf3a563",
+                "sha256:effab36e7fcb1c1a7b9bf5c014fdce226a4a09e498e9590bc6f36b23120c9f3e",
                 "sha256:f3b49107fbfc77333fc2b1ef4d5de2abcd57e7ea3a1482455229494cf2da56ce"
             ],
             "index": "pypi",
@@ -149,10 +166,18 @@
         },
         "imageio": {
             "hashes": [
-                "sha256:1a2bbbb7cd38161340fa3b14d806dfbf914abf3ee6fd4592af2afb87d049f209",
-                "sha256:42e65aadfc3d57a1043615c92bdf6319b67589e49a0aae2b985b82144aceacad"
+                "sha256:3604d751f03002e8e0e7650aa71d8d9148144a87daf17cb1f3228e80747f2e6b",
+                "sha256:52ddbaeca2dccf53ba2d6dec5676ca7bc3b2403ef8b37f7da78b7654bb3e10f0"
             ],
-            "version": "==2.5.0"
+            "version": "==2.9.0"
+        },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:77a540690e24b0305878c37ffd421785a6f7e53c8b5720d211b211de8d0e95da",
+                "sha256:cefa1a2f919b866c5beb7c9f7b0ebb4061f30a8a9bf16d609b000e2dfaceb9c3"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==2.0.0"
         },
         "joblib": {
             "hashes": [
@@ -172,57 +197,66 @@
         },
         "keras-applications": {
             "hashes": [
-                "sha256:60607b2b98868983e5153bf1cc6aa468ba73adc93bc977a90edaa4bc595e69fa",
-                "sha256:94b8acc84fb8b1e3d752e20ed4cafa8377c9ecf6e6c1aa09942d959dc02e439a"
+                "sha256:5579f9a12bcde9748f4a12233925a59b93b73ae6947409ff34aa2ba258189fe5",
+                "sha256:df4323692b8c1174af821bf906f1e442e63fa7589bf0f1230a0b6bdc5a810c95"
             ],
-            "version": "==1.0.7"
+            "version": "==1.0.8"
         },
         "keras-preprocessing": {
             "hashes": [
-                "sha256:0170b799a7562f80ad7931d22d56de22cf4bdd502e11c48f31a46380137a70a8",
-                "sha256:5e3700117981c2db762e512ed6586638124fac5842170701628088a11aeb51ac"
+                "sha256:7b82029b130ff61cc99b55f3bd27427df4838576838c5b2f65940e4fcec99a7b",
+                "sha256:add82567c50c8bc648c14195bf544a5ce7c1f76761536956c3d2978970179ef3"
             ],
-            "version": "==1.0.9"
+            "version": "==1.1.2"
         },
         "kiwisolver": {
             "hashes": [
-                "sha256:0ee4ed8b3ae8f5f712b0aa9ebd2858b5b232f1b9a96b0943dceb34df2a223bc3",
-                "sha256:0f7f532f3c94e99545a29f4c3f05637f4d2713e7fd91b4dd8abfc18340b86cd5",
-                "sha256:1a078f5dd7e99317098f0e0d490257fd0349d79363e8c923d5bb76428f318421",
-                "sha256:1aa0b55a0eb1bd3fa82e704f44fb8f16e26702af1a073cc5030eea399e617b56",
-                "sha256:2874060b91e131ceeff00574b7c2140749c9355817a4ed498e82a4ffa308ecbc",
-                "sha256:379d97783ba8d2934d52221c833407f20ca287b36d949b4bba6c75274bcf6363",
-                "sha256:3b791ddf2aefc56382aadc26ea5b352e86a2921e4e85c31c1f770f527eb06ce4",
-                "sha256:4329008a167fac233e398e8a600d1b91539dc33c5a3eadee84c0d4b04d4494fa",
-                "sha256:45813e0873bbb679334a161b28cb9606d9665e70561fd6caa8863e279b5e464b",
-                "sha256:53a5b27e6b5717bdc0125338a822605084054c80f382051fb945d2c0e6899a20",
-                "sha256:574f24b9805cb1c72d02b9f7749aa0cc0b81aa82571be5201aa1453190390ae5",
-                "sha256:66f82819ff47fa67a11540da96966fb9245504b7f496034f534b81cacf333861",
-                "sha256:79e5fe3ccd5144ae80777e12973027bd2f4f5e3ae8eb286cabe787bed9780138",
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-                "sha256:8b6a7b596ce1d2a6d93c3562f1178ebd3b7bb445b3b0dd33b09f9255e312a965",
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-                "sha256:95a25d9f3449046ecbe9065be8f8380c03c56081bc5d41fe0fb964aaa30b2195",
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-                "sha256:acb673eecbae089ea3be3dcf75bfe45fc8d4dcdc951e27d8691887963cf421c7",
-                "sha256:b15bc8d2c2848a4a7c04f76c9b3dc3561e95d4dabc6b4f24bfabe5fd81a0b14f",
-                "sha256:b1c240d565e977d80c0083404c01e4d59c5772c977fae2c483f100567f50847b",
-                "sha256:c595693de998461bcd49b8d20568c8870b3209b8ea323b2a7b0ea86d85864694",
-                "sha256:ce3be5d520b4d2c3e5eeb4cd2ef62b9b9ab8ac6b6fedbaa0e39cdb6f50644278",
-                "sha256:e0f910f84b35c36a3513b96d816e6442ae138862257ae18a0019d2fc67b041dc",
-                "sha256:ea36e19ac0a483eea239320aef0bd40702404ff8c7e42179a2d9d36c5afcb55c",
-                "sha256:efabbcd4f406b532206b8801058c8bab9e79645b9880329253ae3322b7b02cd5",
-                "sha256:f923406e6b32c86309261b8195e24e18b6a8801df0cfc7814ac44017bfcb3939"
+                "sha256:05b5b061e09f60f56244adc885c4a7867da25ca387376b02c1efc29cc16bcd0f",
+                "sha256:210d8c39d01758d76c2b9a693567e1657ec661229bc32eac30761fa79b2474b0",
+                "sha256:26f4fbd6f5e1dabff70a9ba0d2c4bd30761086454aa30dddc5b52764ee4852b7",
+                "sha256:3b15d56a9cd40c52d7ab763ff0bc700edbb4e1a298dc43715ecccd605002cf11",
+                "sha256:3b2378ad387f49cbb328205bda569b9f87288d6bc1bf4cd683c34523a2341efe",
+                "sha256:400599c0fe58d21522cae0e8b22318e09d9729451b17ee61ba8e1e7c0346565c",
+                "sha256:47b8cb81a7d18dbaf4fed6a61c3cecdb5adec7b4ac292bddb0d016d57e8507d5",
+                "sha256:53eaed412477c836e1b9522c19858a8557d6e595077830146182225613b11a75",
+                "sha256:58e626e1f7dfbb620d08d457325a4cdac65d1809680009f46bf41eaf74ad0187",
+                "sha256:5a52e1b006bfa5be04fe4debbcdd2688432a9af4b207a3f429c74ad625022641",
+                "sha256:5c7ca4e449ac9f99b3b9d4693debb1d6d237d1542dd6a56b3305fe8a9620f883",
+                "sha256:682e54f0ce8f45981878756d7203fd01e188cc6c8b2c5e2cf03675390b4534d5",
+                "sha256:76275ee077772c8dde04fb6c5bc24b91af1bb3e7f4816fd1852f1495a64dad93",
+                "sha256:79bfb2f0bd7cbf9ea256612c9523367e5ec51d7cd616ae20ca2c90f575d839a2",
+                "sha256:7f4dd50874177d2bb060d74769210f3bce1af87a8c7cf5b37d032ebf94f0aca3",
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@@ -242,18 +276,12 @@
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@@ -316,80 +344,83 @@
             "index": "pypi",
             "version": "==4.0.1.24"
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@@ -410,27 +441,31 @@
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+                "sha256:cfc21b1f80d4655ffa776c505a2576b4d148bbc52bb3e33fedbf6cfbdbc09d1b",
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+                "sha256:f8b7a3e05235ce58a38bf317f71a5cb4ab45d3b34dc57421dd8cea48e0e4023e"
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+            "version": "==4.19.19"
         },
         "python-dateutil": {
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-                "sha256:c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e"
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-            "version": "==2.8.0"
+            "version": "==2.8.1"
         },
         "pyvideoquality": {
             "editable": true,
@@ -471,19 +506,19 @@
         },
         "pyyaml": {
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@@ -509,76 +544,62 @@
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@@ -589,37 +610,31 @@
         },
         "tensorboard": {
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+                "sha256:e1d291034f767a94d6bc1c0ca35d4799652e4b6580fd5d898caae9a149ae7ed0"
             ],
             "index": "pypi",
-            "version": "==1.13.1"
+            "version": "==1.15.4"
         },
         "tensorflow-estimator": {
             "hashes": [
-                "sha256:7cfdaa3e83e3532f31713713feb98be7ea9f3065722be4267e49b6c301271419"
+                "sha256:8853bfb7c3c96fbdc80b3d66c37a10af6ccbcd235dc87474764270c02a0f86b9"
             ],
-            "version": "==1.13.0"
+            "version": "==1.15.1"
         },
         "termcolor": {
             "hashes": [
@@ -636,18 +651,31 @@
         },
         "werkzeug": {
             "hashes": [
-                "sha256:0a73e8bb2ff2feecfc5d56e6f458f5b99290ef34f565ffb2665801ff7de6af7a",
-                "sha256:7fad9770a8778f9576693f0cc29c7dcc36964df916b83734f4431c0e612a7fbc"
+                "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43",
+                "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"
             ],
-            "version": "==0.15.2"
+            "version": "==1.0.1"
         },
         "wheel": {
             "hashes": [
-                "sha256:66a8fd76f28977bb664b098372daef2b27f60dc4d1688cfab7b37a09448f0e9d",
-                "sha256:8eb4a788b3aec8abf5ff68d4165441bc57420c9f64ca5f471f58c3969fe08668"
+                "sha256:497add53525d16c173c2c1c733b8f655510e909ea78cc0e29d374243544b77a2",
+                "sha256:99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f"
             ],
             "markers": "python_version >= '3'",
-            "version": "==0.33.1"
+            "version": "==0.35.1"
+        },
+        "wrapt": {
+            "hashes": [
+                "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"
+            ],
+            "version": "==1.12.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:c70410551488251b0fee67b460fb9a536af8d6f9f008ad10ac51f615b6a521b1",
+                "sha256:e0d9e63797e483a30d27e09fffd308c59a700d365ec34e93cc100844168bf921"
+            ],
+            "version": "==1.2.0"
         }
     },
     "develop": {}