From 977b687afc4d66ba2fc3cc68bc8a21dd8c46787e Mon Sep 17 00:00:00 2001
From: Adler Santos <adlersantos@google.com>
Date: Thu, 18 Nov 2021 18:44:43 -0500
Subject: [PATCH] feat: Support CloudDataTransferServiceGCSToGCSOperator (#229)

---
 Pipfile                  |    5 +-
 Pipfile.lock             | 1584 ++++++++++++++++++++++----------------
 samples/pipeline.yaml    |   26 +-
 scripts/dag_imports.json |    4 +
 4 files changed, 942 insertions(+), 677 deletions(-)

diff --git a/Pipfile b/Pipfile
index df2ce87d0..4fdf9326d 100644
--- a/Pipfile
+++ b/Pipfile
@@ -7,7 +7,8 @@ name = "pypi"
 beautifulsoup4 = "==4.9.3"
 
 [dev-packages]
-apache-airflow = "==2.1.1"
+apache-airflow = "==2.1.2"
+apache-airflow-providers-amazon = "2.4.0"
 apache-airflow-providers-apache-beam = "3.0.0"
 apache-airflow-providers-google = "5.0.0"
 apache-airflow-providers-cncf-kubernetes = "2.0.2"
@@ -22,7 +23,7 @@ pytest-mock = "*"
 pytest = "*"
 "ruamel.yaml" = "==0.17.11"
 Jinja2 = "==2.11.3"
-SQLAlchemy = "==1.3.18"
+SQLAlchemy = "==1.3.24"
 
 [requires]
 python_version = "3.8"
diff --git a/Pipfile.lock b/Pipfile.lock
index f3f42928d..17f574dcb 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "89055e5f63135443711210b062bb1b8301d20e0e33892b27258312a741ead242"
+            "sha256": "c8c7622a496332b40f61c7fa8f48afbd362c1cac5e95ecf2231f47c616080cf1"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -27,53 +27,61 @@
         },
         "soupsieve": {
             "hashes": [
-                "sha256:052774848f448cf19c7e959adf5566904d525f33a3f8b6ba6f6f8f26ec7de0cc",
-                "sha256:c2c1c2d44f158cdbddab7824a9af8c4f83c76b1e23e049479aa432feb6c4c23b"
+                "sha256:1a3cca2617c6b38c0343ed661b1fa5de5637f257d4fe22bd9f1338010a1efefb",
+                "sha256:b8d49b1cd4f037c7082a9683dfa1801aa2597fb11c3a1155b7a5b94829b4f1f9"
             ],
             "markers": "python_version >= '3.0'",
-            "version": "==2.2.1"
+            "version": "==2.3.1"
         }
     },
     "develop": {
         "alembic": {
             "hashes": [
-                "sha256:bc5bdf03d1b9814ee4d72adc0b19df2123f6c50a60c1ea761733f3640feedb8d",
-                "sha256:d0c580041f9f6487d5444df672a83da9be57398f39d6c1802bbedec6fefbeef6"
+                "sha256:7c328694a2e68f03ee971e63c3bd885846470373a5b532cf2c9f1601c413b153",
+                "sha256:a9dde941534e3d7573d9644e8ea62a2953541e27bc1793e166f60b777ae098b4"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==1.7.3"
+            "version": "==1.7.5"
         },
         "anyio": {
             "hashes": [
-                "sha256:85913b4e2fec030e8c72a8f9f98092eeb9e25847a6e00d567751b77e34f856fe",
-                "sha256:d7c604dd491eca70e19c78664d685d5e4337612d574419d503e76f5d7d1590bd"
+                "sha256:4fd09a25ab7fa01d34512b7249e366cd10358cdafc95022c7ff8c8f8a5026d66",
+                "sha256:67da67b5b21f96b9d3d65daa6ea99f5d5282cb09f50eb4456f8fb51dffefc3ff"
             ],
             "markers": "python_full_version >= '3.6.2'",
-            "version": "==3.3.1"
+            "version": "==3.3.4"
         },
         "apache-airflow": {
             "hashes": [
-                "sha256:1eab49f278b154b5c3748e7db9e390fb0c39fd22f08fe8b3dfbf207bcd03b3c0",
-                "sha256:99188c212c46a54ee1fde8c67314459c0f9dac15dc43d8a06de0c795c97fb321"
+                "sha256:297dc92bd752369a45d985d81bc5fb6101d7b36e28e929f68b434b056b2533a7",
+                "sha256:ce631a3e01ae16e541066b3f0b733a9b9374b052cbdde90b982c3f3478af083c"
+            ],
+            "index": "pypi",
+            "version": "==2.1.2"
+        },
+        "apache-airflow-providers-amazon": {
+            "hashes": [
+                "sha256:c77275622258edce42d6f3b03a30647f695e024c41506a56188cc9ac8307cfb9",
+                "sha256:ec472fb3124d2e0b7ab305d9d151fc273b375b5e523b46fbf8587f86d3306185"
             ],
             "index": "pypi",
-            "version": "==2.1.1"
+            "version": "==2.4.0"
         },
         "apache-airflow-providers-apache-beam": {
             "hashes": [
-                "sha256:1a05e735fc9212af8b0ab9bd060f9cdf78d57a0b00168f78d81ad22ba2c6c60e",
-                "sha256:9505adb9b51450dffe34f1c63e4a6572c15611bf9ce76e2171e7a1900676f3b7"
+                "sha256:878188722d7d1279a6d00db7b7255416de9e9f5911ecaa5798a55e064ceaa748",
+                "sha256:ca42e0c3a256db85c13dee4d6e208048ec9b63147e58f6db06d584446d53947c"
             ],
             "index": "pypi",
-            "version": "==3.0.1"
+            "version": "==3.1.0"
         },
         "apache-airflow-providers-cncf-kubernetes": {
             "hashes": [
-                "sha256:6d2fd623161e46971b5842f51e27d4b055ca285589c81185b2de7012a7cbc62b",
-                "sha256:ff9b702201c148ecb26d01f6dbb0cb151de2229c88fc22ce1ac77bbaf982048d"
+                "sha256:4f1590e7731327d280a312b9311dd87bf9b5d88653e3dcead533c89b0fa60b09",
+                "sha256:6f030d545166701adaffa62b5af146e846f7099535a4b8548613a98e87870da8"
             ],
             "index": "pypi",
-            "version": "==2.0.2"
+            "version": "==2.1.0"
         },
         "apache-airflow-providers-ftp": {
             "hashes": [
@@ -85,11 +93,11 @@
         },
         "apache-airflow-providers-google": {
             "hashes": [
-                "sha256:3c2bedba047c7e52594e63ffcf048465f110f84e4222f37b5cbca2dfcf26f542",
-                "sha256:f1be8238c2158b1e2f4c53022f0bd4e6f1df773c0908e87a20c3be3b185dd4f5"
+                "sha256:2d28cb461323c8e3f0f8ac7c6c461bfa9c22784649ce445535656d5fdf5cf490",
+                "sha256:7cffbf683f19de8fa327b33012b5af5a4a08a53410a1a06c4b5d52a7e3668639"
             ],
             "index": "pypi",
-            "version": "==5.1.0"
+            "version": "==6.1.0"
         },
         "apache-airflow-providers-imap": {
             "hashes": [
@@ -109,34 +117,34 @@
         },
         "apache-beam": {
             "hashes": [
-                "sha256:03f3897cf492c8b468fa8b160065dd4f98a9ab4e288ed6d0022b60a200b61da5",
-                "sha256:19111b3679764051a2383675967579eff22d503f79e77482a7617a58a7e44e21",
-                "sha256:2faf26a10c37e7fa96ea0efbd50acace2cb2d66a70e8a480902944d81ed2335f",
-                "sha256:468e5403e4628309a492de2cc5d1162119a1bf1ebd5c67cf91c6ef83bc512f18",
-                "sha256:58c0404f8f2c28cd899bfd5060ac594a78a0345aefd43e8e134be3bdbed36bf7",
-                "sha256:676bdc610d4ff32c3216a60755105f70ef552cadf6c2f2ab8a0fa7ffee7c05ba",
-                "sha256:7ae2268577c582c10beedaed399a5d21752e633e8e2c86867354697c5ca4fbb1",
-                "sha256:7d851b59800cdddf1410cd1a865c96cc6c450c416874cefe622ad4585737b630",
-                "sha256:83d5b63302cf49ed823658d4fc5e2ddfca762e7233fe48ae50841e90eb86c7cd",
-                "sha256:8bbce31dda6cc675b7c9d5ef27f78902500cbb3a40f8b5506e899d2325a4d96f",
-                "sha256:906d4f10f4cd6609648071820d3928fa8ecf6559b3316d953f3694f7e5eb6c30",
-                "sha256:9831714f92ca3657497e665761f2bd9db93b020cbdb2ee05ec1099ec7d12eff9",
-                "sha256:9c5329428e03fd2086437b232efe1e1734f2ab3677fc6187c60e13a2f144ddcd",
-                "sha256:ad8626a8d321f9a757ed747e792a87d9f870f95521fc59002eb10dad8940c356",
-                "sha256:c38ca4cd77efb6037e7e010e1a6227f0d9a2c62a345f4ac9e37b5598138187e6",
-                "sha256:cb43ba5d1d0678457f201149d6ff34f93ab4af79c4bc4ac2a97d6d4953255223",
-                "sha256:cbe5dbc515e5dba0aef40118433491b30f797bdee248d2f9caaf07c61fa2c892",
-                "sha256:cdb22c0e8f9db071e9e0357379e7bec9c738e0ddf696c1f91e5cbafefe6d3278",
-                "sha256:d310395861980dfd495f8c82526004143ca38be314e23441caf89de759b0cb4d",
-                "sha256:de479e86c49a80380af36f7196ed4c3f51b5864b7557c0aae0e3e6807c2be61e",
-                "sha256:e877c5d3b0de3568f59c7a96dea5c1a2e328ac8967ca7159b8d5c85c4ddb4014",
-                "sha256:eec887207b5ec19fdbd826a7102ac9d29c70368e5825fb75164e2eb29283bddb",
-                "sha256:f0bc4debf97e3120297bdc2dd983fe20a9487499dabb2059ff0f331277c79352",
-                "sha256:f5d31d18e68237d0512b2256e38913dfe01ceec8a9e8efe09547e4f7df6a2eee",
-                "sha256:fecab6549be7a309cde2c5711f0cac4e69ff3826880e82d6f8120e6c8dfbef30"
+                "sha256:04d18b776c80eeef565d0e1a217e14b353bd13ce70c8848409e44903d5f5c982",
+                "sha256:05453d6e8ae8294c7bad969d717d4d708000833a8a2cfeaa4e44d82579c168a1",
+                "sha256:1ad17be37034b296aa7ce57234e0ca11b019f287e8e1c5ef95f56cf5278a0417",
+                "sha256:23c0bb1f5919ad5e9bf179a1dbea2c37f83c891ceaf67d2859bc6744406a4c26",
+                "sha256:2b738a936c23bd889c5982cc48a7796b5fc2b0a5e5169ebfb6fad5667af8cda6",
+                "sha256:43243990b9fcda9a1d0db2c79efabe344e49cda499e7accea850e920ed6a2baf",
+                "sha256:52add4c3a229a8eba40bdc1d91f51fb544ad36bc02ab34a9e8a4a05c90b81f37",
+                "sha256:54ad8a9d291282f3c1bc57e274b96d18014e6e51ab915b9a50a5f88c79ec51b7",
+                "sha256:5b99d750552ac0dbaf4ce722a3a5b5ae711e0a6e41156037e48a0f679247911f",
+                "sha256:64d8c3f54b15bda027cc77d9507f26fb61d849faa1b47c12060e8a5270992c82",
+                "sha256:6a494ae73d0a79422ee44127a6cb7985d6c8945b24e0b888f887693a5c68651a",
+                "sha256:78f951a2c2e533fc2f2abb880b3d67c61c71e43a810ffb93896c97696bd9042f",
+                "sha256:9442d0454b1504578b5f4132222058a15609e10a6e71681645aee0525e48bf9d",
+                "sha256:981c44d208eebd570b07e48c7dfe8cb6255c33267281fba97431f2a39bd4c9c7",
+                "sha256:9bfe7b4f2bc3d38a5f57a5e4711319522e70c8388b575d04b0383fbf7d5dee1e",
+                "sha256:a27ea6affdea916a8e5e5dad87bfc4003c9b6bc61e0c685fe17e347b8c9b31e2",
+                "sha256:a845100860cb9bbc6e5435ec1dc3b77bcbc737a68173d6e97e8b68669c12c1ee",
+                "sha256:adffac7f2afc9a75b9405475ced98259a7eb6e500fc40e8089ce897cf8b11856",
+                "sha256:bebb90ef1b8defaae5cd511fa3eda85e568dc8f3f5a028a666276b4a2c5e6c2d",
+                "sha256:d8b2757899a97f088af24e414c9e2cb817c537a2b26e1f3d9bc1c926b6742855",
+                "sha256:db3483b6a3b38c164eddce101643f1d99f2954a8d45ad0641cbb0322ce889ebd",
+                "sha256:e10428e2283d370cf12120f54f18da080d1599f6b7051ba2a709db112524c26c",
+                "sha256:e733f38e5c019188d0e6d44be81c0371d050d557ed9e28cc87a586a23668a934",
+                "sha256:f332ebfd84fac4d2262bdf0744e06f6fbd4316855f4ac8f8215da9b0de88ce6d",
+                "sha256:f36e088a6a0c8ce7766c98df7cd6f059e9bd186f9897bdb385051a4ef35d4b14"
             ],
             "index": "pypi",
-            "version": "==2.32.0"
+            "version": "==2.34.0"
         },
         "apispec": {
             "extras": [
@@ -163,6 +171,13 @@
             ],
             "version": "==1.12.3"
         },
+        "asn1crypto": {
+            "hashes": [
+                "sha256:4bcdf33c861c7d40bdcd74d8e4dd7661aac320fcdf40b9a3f95b4ee12fde2fa8",
+                "sha256:f4f6e119474e58e04a2b1af817eb585b4fd72bdd89b998624712b5c99be7641c"
+            ],
+            "version": "==1.4.0"
+        },
         "attrs": {
             "hashes": [
                 "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
@@ -188,11 +203,20 @@
         },
         "backports.entry-points-selectable": {
             "hashes": [
-                "sha256:988468260ec1c196dab6ae1149260e2f5472c9110334e5d51adcb77867361f6a",
-                "sha256:a6d9a871cde5e15b4c4a53e3d43ba890cc6861ec1332c9c2428c92f977192acc"
+                "sha256:7fceed9532a7aa2bd888654a7314f864a3c16a4e710b34a58cfc0f08114c663b",
+                "sha256:914b21a479fde881635f7af5adc7f6e38d6b274be32269070c53b698c60d5386"
             ],
             "markers": "python_version >= '2.7'",
-            "version": "==1.1.0"
+            "version": "==1.1.1"
+        },
+        "beautifulsoup4": {
+            "hashes": [
+                "sha256:4c98143716ef1cb40bf7f39a8e3eec8f8b009509e74904ba3a7b315431577e35",
+                "sha256:84729e322ad1d5b4d25f805bfa05b902dd96450f43842c4e99067d5e1369eb25",
+                "sha256:fff47e031e34ec82bf17e00da8f592fe7de69aeea38be00523c04623c04fb666"
+            ],
+            "index": "pypi",
+            "version": "==4.9.3"
         },
         "black": {
             "hashes": [
@@ -207,13 +231,29 @@
             ],
             "version": "==1.4"
         },
+        "boto3": {
+            "hashes": [
+                "sha256:baedf0637dd0e47cff60eb5591133f9c10aeb49581e2ad5a99794996a2dfbe09",
+                "sha256:bbbc3a71949af31c33101ee0daf4db9b11148d67a4e574b6c66cbe35d985b5af"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.18.65"
+        },
+        "botocore": {
+            "hashes": [
+                "sha256:3bd0e3d6daee6afcc747d596b52158519abe1ce36f906d556b9f8b54faa081e8",
+                "sha256:6437d6a3999a189e7d45b3fcd8f794a46670fb255ae670c946d3f224caa8b46a"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.21.65"
+        },
         "cachetools": {
             "hashes": [
-                "sha256:2cc0b89715337ab6dbba85b5b50effe2b0c74e035d83ee8ed637cf52f12ae001",
-                "sha256:61b5ed1e22a0924aed1d23b478f37e8d52549ff8a961de2909c69bf950020cff"
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
             ],
             "markers": "python_version ~= '3.5'",
-            "version": "==4.2.2"
+            "version": "==4.2.4"
         },
         "cattrs": {
             "hashes": [
@@ -225,68 +265,73 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee",
-                "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2021.5.30"
+            "version": "==2021.10.8"
         },
         "cffi": {
             "hashes": [
-                "sha256:06c54a68935738d206570b20da5ef2b6b6d92b38ef3ec45c5422c0ebaf338d4d",
-                "sha256:0c0591bee64e438883b0c92a7bed78f6290d40bf02e54c5bf0978eaf36061771",
-                "sha256:19ca0dbdeda3b2615421d54bef8985f72af6e0c47082a8d26122adac81a95872",
-                "sha256:22b9c3c320171c108e903d61a3723b51e37aaa8c81255b5e7ce102775bd01e2c",
-                "sha256:26bb2549b72708c833f5abe62b756176022a7b9a7f689b571e74c8478ead51dc",
-                "sha256:33791e8a2dc2953f28b8d8d300dde42dd929ac28f974c4b4c6272cb2955cb762",
-                "sha256:3c8d896becff2fa653dc4438b54a5a25a971d1f4110b32bd3068db3722c80202",
-                "sha256:4373612d59c404baeb7cbd788a18b2b2a8331abcc84c3ba40051fcd18b17a4d5",
-                "sha256:487d63e1454627c8e47dd230025780e91869cfba4c753a74fda196a1f6ad6548",
-                "sha256:48916e459c54c4a70e52745639f1db524542140433599e13911b2f329834276a",
-                "sha256:4922cd707b25e623b902c86188aca466d3620892db76c0bdd7b99a3d5e61d35f",
-                "sha256:55af55e32ae468e9946f741a5d51f9896da6b9bf0bbdd326843fec05c730eb20",
-                "sha256:57e555a9feb4a8460415f1aac331a2dc833b1115284f7ded7278b54afc5bd218",
-                "sha256:5d4b68e216fc65e9fe4f524c177b54964af043dde734807586cf5435af84045c",
-                "sha256:64fda793737bc4037521d4899be780534b9aea552eb673b9833b01f945904c2e",
-                "sha256:6d6169cb3c6c2ad50db5b868db6491a790300ade1ed5d1da29289d73bbe40b56",
-                "sha256:7bcac9a2b4fdbed2c16fa5681356d7121ecabf041f18d97ed5b8e0dd38a80224",
-                "sha256:80b06212075346b5546b0417b9f2bf467fea3bfe7352f781ffc05a8ab24ba14a",
-                "sha256:818014c754cd3dba7229c0f5884396264d51ffb87ec86e927ef0be140bfdb0d2",
-                "sha256:8eb687582ed7cd8c4bdbff3df6c0da443eb89c3c72e6e5dcdd9c81729712791a",
-                "sha256:99f27fefe34c37ba9875f224a8f36e31d744d8083e00f520f133cab79ad5e819",
-                "sha256:9f3e33c28cd39d1b655ed1ba7247133b6f7fc16fa16887b120c0c670e35ce346",
-                "sha256:a8661b2ce9694ca01c529bfa204dbb144b275a31685a075ce123f12331be790b",
-                "sha256:a9da7010cec5a12193d1af9872a00888f396aba3dc79186604a09ea3ee7c029e",
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@@ -344,27 +389,37 @@
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@@ -383,10 +438,10 @@
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@@ -420,33 +475,37 @@
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@@ -466,18 +525,18 @@
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         "flask-appbuilder": {
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-                "sha256:ca36f8769710b76b1ee464fec28761e140bd2c017826662b757f3d5487649345",
-                "sha256:e4d30bc9f551da66b06ee8ce1c639416e04692a11c0269423f8ed295b1015c35"
+                "sha256:55a1c23bca3084b452b0b0f1257b6e79d303787781cc85f28ee102676482be7a",
+                "sha256:a5dfb559a0e96dd06bf5ff023f72bb3cc855e6db68e573e70f30caa31840f50f"
             ],
             "markers": "python_version ~= '3.6'",
-            "version": "==3.3.3"
+            "version": "==3.4.0"
         },
         "flask-babel": {
             "hashes": [
-                "sha256:247f4ec34cf605d03781f480bccb1a5acb719df1d1a2a743c091ab3db5d5fde2",
-                "sha256:d6a70468f9a8919d59fba2a291a003da3a05ff884275dddbd965f3b98b09ab3e"
+                "sha256:e6820a052a8d344e178cdd36dd4bb8aea09b4bda3d5f9fa9f008df2c7f2f5468",
+                "sha256:f9faf45cdb2e1a32ea2ec14403587d4295108f35017a7821a2b1acb8cfd9257d"
             ],
-            "version": "==1.0.0"
+            "version": "==2.0.0"
         },
         "flask-caching": {
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@@ -491,7 +550,7 @@
             "hashes": [
                 "sha256:bbf4467f41c56cf1fd8a5870d2556f419c572aad2b4085757581c3f9b4d7767a"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4.0'",
             "version": "==3.25.1"
         },
         "flask-login": {
@@ -544,11 +603,11 @@
                 "grpcgcp"
             ],
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-                "sha256:4b7ad965865aef22afa4aded3318b8fa09b20bcc7e8dbb639a3753cf60af08ea",
-                "sha256:f52c708ab9fd958862dea9ac94d9db1a065608073fe583c3b9c18537b177f59a"
+                "sha256:c77ffc8b4981b44efdb9d68431fd96d21dbd39545c29552bbe79b9b7dd2c3689",
+                "sha256:ed59c6a695a81f601e4ba0f37ca9dbde3c43b3309e161a1a8946f266db4a0c4e"
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             "markers": "python_version >= '3.6'",
-            "version": "==1.31.3"
+            "version": "==1.31.4"
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         "google-api-python-client": {
             "hashes": [
@@ -583,27 +642,27 @@
         },
         "google-cloud-appengine-logging": {
             "hashes": [
-                "sha256:0f5cea4f2b45e12a34e15285b967d903dcf9ded6bb06959fdcd23e3eeec1f2e9",
-                "sha256:d44fb77d7706b086d387b9d79c139c553d54b58ddc8ee967bbf32a53e7bbee56"
+                "sha256:438bdd8e4497368764d86f14b0eae295fc8a41f5a5b83fce89ae5a71067882d2",
+                "sha256:91fe9b0833f6e1a46293dcc0e483716372c9ff4a95ebe51276c5f0092cb9defd"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.1.4"
+            "version": "==1.1.0"
         },
         "google-cloud-audit-log": {
             "hashes": [
-                "sha256:33a8e5fdc9d98c1c0b4b0502d723941215a586c04ccc44558ec63c16e9194152",
-                "sha256:a87fdf3c393b830b35c8f7db09094790d0d7babb35068736bea64e1618d286fe"
+                "sha256:d0852f525ad65705f9fbff6288be4493e1449a7906fb5e01bd71c8d1e424d1fc",
+                "sha256:ecc7f5f2168ad4014331d6397fcea3750b2d41900f0ef6d1081cd78b3a6420e9"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==0.1.1"
+            "version": "==0.2.0"
         },
         "google-cloud-automl": {
             "hashes": [
-                "sha256:2acaa975849f86bc2eca75911908a60502dbf417fc13dd3e2794e7098986dacf",
-                "sha256:737ce5a427a35c1fd13bc467c855290e49de7e9a0c6565d681a4bb002a6a740c"
+                "sha256:4c759ae99979d9f94ed0bdfe4937f41c81634f934ec11d25eb089430781eafec",
+                "sha256:c0bb658b2a7703835780f9f93f239be5c76d2ab8e1b417a25c472db6b83bc0a9"
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-            "version": "==2.4.2"
+            "version": "==2.5.2"
         },
         "google-cloud-bigquery": {
             "extras": [
@@ -611,26 +670,26 @@
                 "pandas"
             ],
             "hashes": [
-                "sha256:15ca1f9c8165b584c2d593620354cd3b17c007e87cfd1abd1eebd2c08eb5d109",
-                "sha256:8431da4c3f9b6a5aca1b811ef64e452d53536160b26252e4d132969ef3e4f173"
+                "sha256:4e3b5e3dcc475d5a601d84872ac0b63e059540be2251b1c4165c51106d572855",
+                "sha256:c62d601aa0f62388e1909d11de40db7597b02fb8602ccb7f21a3ac2a0997495b"
             ],
-            "markers": "python_version < '3.10' and python_version >= '3.6'",
-            "version": "==2.26.0"
+            "markers": "python_version < '3.11' and python_version >= '3.6'",
+            "version": "==2.30.1"
         },
         "google-cloud-bigquery-datatransfer": {
             "hashes": [
-                "sha256:9e421486b4ced687c29f54758a3b9589d32b8563bbf014a3d6cd8d3bcdb2b3e7",
-                "sha256:fcb71ebe5c5b232d24fe7d666b65709e4fc8db43263c8182e5ed8e5a52abefec"
+                "sha256:9cccdc89b05fc8de7a248e34b3f13cfd21c672e488b8e8818b9e940e10db75ea",
+                "sha256:fdc8cb68a3ee54780f673f06b3cce83a5bb5d600db7ad363c85e38bf45afb59c"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==3.3.2"
+            "version": "==3.4.1"
         },
         "google-cloud-bigquery-storage": {
             "hashes": [
-                "sha256:5e1620cf1087021736bc08ba26a69d675c7fe685a9d1ec2790a95937caacfca9",
-                "sha256:f6e533229bf5372950ec70964ec9568098501d13e1e9229adcde5c9f4a2dc738"
+                "sha256:80c39407d22b87e3dada48f8eaf001ebf3148f27057ae8b54a488fda0b87d215",
+                "sha256:cc2bfa102d67afc295bef1ce2c03253a82d4d6dbb76162a3c06008ac1935bd60"
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-            "version": "==2.8.0"
+            "version": "==2.10.1"
         },
         "google-cloud-bigtable": {
             "hashes": [
@@ -640,6 +699,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.7.0"
         },
+        "google-cloud-build": {
+            "hashes": [
+                "sha256:6ffeec620a8490317871a305f95806c2bc7013173b6e95b075a965b34e26d679",
+                "sha256:c00b5e21c62a05fe8f564c6738079528d1c488818eef1412d62f256bf6d14859"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==3.7.1"
+        },
         "google-cloud-container": {
             "hashes": [
                 "sha256:3dda5050084101c2e74248ada8f0fdf470376ec9333a3b2d1024eaee3a84205e",
@@ -658,18 +725,18 @@
         },
         "google-cloud-datacatalog": {
             "hashes": [
-                "sha256:24c3476d3af68b878d306baa81b326934d57e99935ac19cd845f153dc6524528",
-                "sha256:ad1bf9991bdee2a2fee44d19e54790a6eb900652841a5d7a32aa1c468a196f49"
+                "sha256:136fb153740d4154d8c9ef306284f7f899399de45eef2c9027ca3e56249c4e2d",
+                "sha256:50afda7c60a5afc6c6296050106c6599da1fd00a716fbd969205a0b13d622a09"
             ],
-            "version": "==3.4.1"
+            "version": "==3.6.1"
         },
         "google-cloud-dataproc": {
             "hashes": [
-                "sha256:be13518d81e32833aeb03fc7572125e6d526a26eaad0823147efd4efaeebd6b1",
-                "sha256:c11188baeb76989e91261f1f454013d090e69d4ade4185e181582c7d1c6fcb1a"
+                "sha256:8ded806a67d421b2e8845dfc32317705debc5fd345bb5ef2e24ebb31da2de1e4",
+                "sha256:e012d76aa32b918c71392c11e1c727328c1570364f8d8e0676e52bc64c57a7af"
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             "markers": "python_version >= '3.6'",
-            "version": "==2.5.0"
+            "version": "==3.1.1"
         },
         "google-cloud-dlp": {
             "hashes": [
@@ -681,11 +748,11 @@
         },
         "google-cloud-kms": {
             "hashes": [
-                "sha256:0210020813b2f1d8187ac58d95d47d070b747a5745dc974d9fb5fc08cd0fb61b",
-                "sha256:44be4673ad0a327ea6447967216e124fcd4c7487ca886f000446f6db209988af"
+                "sha256:111de16132cca3fd876ee3a2abc63fbf19c19b2664886aed76b31bd3afe69002",
+                "sha256:6a1cedc549ee0886d8603f519cc8631de3112be6f84c0bbbaedab4ee3f9b58fc"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.6.0"
+            "version": "==2.10.1"
         },
         "google-cloud-language": {
             "hashes": [
@@ -697,11 +764,11 @@
         },
         "google-cloud-logging": {
             "hashes": [
-                "sha256:499eed5f13cab805c8780b0d14a0d931a9ff1d65efccdd9e68772d40e7dad4c5",
-                "sha256:abf404c2823d4fdff5e86cd869d77e6fda8d40096cbab897bc78a11f59096a3c"
+                "sha256:12937a7d5079c2c2dcd7d4ec2f9825848e9f53f41f5a71e825040962365b62b0",
+                "sha256:5a4ad2832be3b86c8f0fb57b2d382a1f67218137c6f6051372647ac5147d6421"
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             "markers": "python_version >= '3.6'",
-            "version": "==2.6.0"
+            "version": "==2.7.0"
         },
         "google-cloud-memcache": {
             "hashes": [
@@ -713,35 +780,35 @@
         },
         "google-cloud-monitoring": {
             "hashes": [
-                "sha256:d3d436fab7f50f69bdd47655871ac923e4dcbaf8538808bbe31cf0a3cbdf3514",
-                "sha256:ddb1e98cecc6eeaedb0227fa8ad8c23e0e31365155bab428d5c9b1bb3fc8da76"
+                "sha256:2a25f7535f21cdeabfccb07fe4a75eae5a47bb36b82025537755b37d3376da46",
+                "sha256:2d2ff53e5cc3ca2063dfb990377407c8905b0a9094a0aae32709d23c1e5d372f"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.5.0"
+            "version": "==2.8.0"
         },
         "google-cloud-os-login": {
             "hashes": [
-                "sha256:3926c9f60fb488f4470fdecf642b18de5d0fee568a4122028b652a38fa60ce6c",
-                "sha256:7200118409a67c69034c1eda284b48320cdd6d9e5fe1d74cebac84f09f283e13"
+                "sha256:86ac1b9a3a92118a1d5a04369231ce10dec76bd2c445d32bb9d8687bfe67ca43",
+                "sha256:d32fcdddeb44842f3d5d29c1520aa7fcbf5a662f44e279074ea478354c09a3bc"
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             "markers": "python_version >= '3.6'",
-            "version": "==2.3.1"
+            "version": "==2.5.1"
         },
         "google-cloud-pubsub": {
             "hashes": [
-                "sha256:255ec64e520a51547d6bf9e2574e4ddf08d295c87cffc689898414ee870ae421",
-                "sha256:2653c11615480141d359938a4efe9d131425171ec9cec26b6bf1c1231e1ac470"
+                "sha256:2b3d9336afab0e5df67201234976519a28da3ccb7c9a0e463be28e2827a9fdaa",
+                "sha256:f303a0e8fba3b8d0beccc84d6282ae4864cf40c9cd9431ae7ca4a3191309a10c"
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             "markers": "python_version >= '3.6'",
-            "version": "==2.8.0"
+            "version": "==2.9.0"
         },
         "google-cloud-redis": {
             "hashes": [
-                "sha256:23adcfb99284c5fd33a21838ac0f681aff6331b21bc9d1feda47925bc9aa7e15",
-                "sha256:9718f19012bfeeea7eb76745da1673dd05de5cbc28f4bd19efc987e9a0b821c7"
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-            "version": "==2.2.2"
+            "version": "==2.5.0"
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         "google-cloud-secret-manager": {
             "hashes": [
@@ -769,19 +836,19 @@
         },
         "google-cloud-storage": {
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-                "sha256:3483174fa3915e9026c8c51c341a1e251063fa3879b9e6706fcece2e2188fcf3",
-                "sha256:b9d1b7f6af6eac4d7694fb5e39555ff9ccef3d784501599e7a5e9cd76b79d95d"
+                "sha256:71ee3a0dcf2c139f034a054181cd7658f1ec8f12837d2769c450a8a00fcd4c6d",
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-            "version": "==1.42.2"
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         "google-cloud-tasks": {
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-                "sha256:e1038a1bb168adfdf1e65d5741b6d7e00f2ea48c5ef9e0a2c213e2972dba76ee"
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-            "version": "==2.5.1"
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         "google-cloud-texttospeech": {
             "hashes": [
@@ -817,54 +884,68 @@
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         "google-cloud-workflows": {
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@@ -879,11 +960,11 @@
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@@ -893,52 +974,52 @@
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@@ -972,11 +1053,11 @@
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@@ -987,26 +1068,26 @@
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@@ -1033,10 +1114,11 @@
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@@ -1047,11 +1129,11 @@
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@@ -1069,12 +1151,28 @@
             "index": "pypi",
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@@ -1120,11 +1218,11 @@
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@@ -1133,6 +1231,72 @@
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@@ -1143,11 +1307,11 @@
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@@ -1209,11 +1373,11 @@
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@@ -1232,11 +1396,11 @@
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@@ -1287,7 +1451,7 @@
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@@ -1428,11 +1597,11 @@
         },
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@@ -1442,6 +1611,13 @@
             "markers": "python_version >= '3.6'",
             "version": "==1.0.0"
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@@ -1459,36 +1635,33 @@
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@@ -1526,41 +1699,44 @@
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@@ -1608,11 +1784,11 @@
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@@ -1654,114 +1830,123 @@
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@@ -1897,51 +2082,66 @@
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@@ -1971,11 +2171,11 @@
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@@ -2020,6 +2220,22 @@
             "markers": "python_version < '3.10' and platform_python_implementation == 'CPython'",
             "version": "==0.2.6"
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@@ -2063,39 +2279,53 @@
             "markers": "python_version >= '3.5'",
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-                "sha256:6ac2558631a81b85e7fb7a44e5035347938b0a73f5fdc27a8566777d0792a6a4",
-                "sha256:716754d0b5490bdcf68e1e4925edc02ac07209883314ad01a137642ddb2056f1",
-                "sha256:736d41cfebedecc6f159fc4ac0769dc89528a989471dc1d378ba07d29a60ba1c",
-                "sha256:8619b86cb68b185a778635be5b3e6018623c0761dde4df2f112896424aa27bd8",
-                "sha256:87fad64529cde4f1914a5b9c383628e1a8f9e3930304c09cf22c2ae118a1280e",
-                "sha256:89494df7f93b1836cae210c42864b292f9b31eeabca4810193761990dc689cce",
-                "sha256:8cac7bb373a5f1423e28de3fd5fc8063b9c8ffe8957dc1b1a59cb90453db6da1",
-                "sha256:8fd452dc3d49b3cc54483e033de6c006c304432e6f84b74d7b2c68afa2569ae5",
-                "sha256:adad60eea2c4c2a1875eb6305a0b6e61a83163f8e233586a4d6a55221ef984fe",
-                "sha256:c26f95e7609b821b5f08a72dab929baa0d685406b953efd7c89423a511d5c413",
-                "sha256:cbe1324ef52ff26ccde2cb84b8593c8bf930069dfc06c1e616f1bfd4e47f48a3",
-                "sha256:d05c4adae06bd0c7f696ae3ec8d993ed8ffcc4e11a76b1b35a5af8a099bd2284",
-                "sha256:d98bc827a1293ae767c8f2f18be3bb5151fd37ddcd7da2a5f9581baeeb7a3fa1",
-                "sha256:da2fb75f64792c1fc64c82313a00c728a7c301efe6a60b7a9fe35b16b4368ce7",
-                "sha256:e4624d7edb2576cd72bb83636cd71c8ce544d8e272f308bd80885056972ca299",
-                "sha256:e89e0d9e106f8a9180a4ca92a6adde60c58b1b0299e1b43bd5e0312f535fbf33",
-                "sha256:f11c2437fb5f812d020932119ba02d9e2bc29a6eca01a055233a8b449e3e1e7d",
-                "sha256:f57be5673e12763dd400fea568608700a63ce1c6bd5bdbc3cc3a2c5fdb045274",
-                "sha256:fc728ece3d5c772c196fd338a99798e7efac7a04f9cb6416299a3638ee9a94cd"
+                "sha256:014ea143572fee1c18322b7908140ad23b3994036ef4c0d630110faf942652f8",
+                "sha256:0172423a27fbcae3751ef016663b72e1a516777de324a76e30efa170dbd3dd2d",
+                "sha256:01aa5f803db724447c1d423ed583e42bf5264c597fd55e4add4301f163b0be48",
+                "sha256:0352db1befcbed2f9282e72843f1963860bf0e0472a4fa5cf8ee084318e0e6ab",
+                "sha256:09083c2487ca3c0865dc588e07aeaa25416da3d95f7482c07e92f47e080aa17b",
+                "sha256:0d5d862b1cfbec5028ce1ecac06a3b42bc7703eb80e4b53fceb2738724311443",
+                "sha256:14f0eb5db872c231b20c18b1e5806352723a3a89fb4254af3b3e14f22eaaec75",
+                "sha256:1e2f89d2e5e3c7a88e25a3b0e43626dba8db2aa700253023b82e630d12b37109",
+                "sha256:26155ea7a243cbf23287f390dba13d7927ffa1586d3208e0e8d615d0c506f996",
+                "sha256:2ed6343b625b16bcb63c5b10523fd15ed8934e1ed0f772c534985e9f5e73d894",
+                "sha256:34fcec18f6e4b24b4a5f6185205a04f1eab1e56f8f1d028a2a03694ebcc2ddd4",
+                "sha256:4d0e3515ef98aa4f0dc289ff2eebb0ece6260bbf37c2ea2022aad63797eacf60",
+                "sha256:5de2464c254380d8a6c20a2746614d5a436260be1507491442cf1088e59430d2",
+                "sha256:6607ae6cd3a07f8a4c3198ffbf256c261661965742e2b5265a77cd5c679c9bba",
+                "sha256:8110e6c414d3efc574543109ee618fe2c1f96fa31833a1ff36cc34e968c4f233",
+                "sha256:816de75418ea0953b5eb7b8a74933ee5a46719491cd2b16f718afc4b291a9658",
+                "sha256:861e459b0e97673af6cc5e7f597035c2e3acdfb2608132665406cded25ba64c7",
+                "sha256:87a2725ad7d41cd7376373c15fd8bf674e9c33ca56d0b8036add2d634dba372e",
+                "sha256:a006d05d9aa052657ee3e4dc92544faae5fcbaafc6128217310945610d862d39",
+                "sha256:bce28277f308db43a6b4965734366f533b3ff009571ec7ffa583cb77539b84d6",
+                "sha256:c10ff6112d119f82b1618b6dc28126798481b9355d8748b64b9b55051eb4f01b",
+                "sha256:d375d8ccd3cebae8d90270f7aa8532fe05908f79e78ae489068f3b4eee5994e8",
+                "sha256:d37843fb8df90376e9e91336724d78a32b988d3d20ab6656da4eb8ee3a45b63c",
+                "sha256:e47e257ba5934550d7235665eee6c911dc7178419b614ba9e1fbb1ce6325b14f",
+                "sha256:e98d09f487267f1e8d1179bf3b9d7709b30a916491997137dd24d6ae44d18d79",
+                "sha256:ebbb777cbf9312359b897bf81ba00dae0f5cb69fba2a18265dcc18a6f5ef7519",
+                "sha256:ee5f5188edb20a29c1cc4a039b074fdc5575337c9a68f3063449ab47757bb064",
+                "sha256:f03bd97650d2e42710fbe4cf8a59fae657f191df851fc9fc683ecef10746a375",
+                "sha256:f1149d6e5c49d069163e58a3196865e4321bad1803d7886e07d8710de392c548",
+                "sha256:f3c5c52f7cb8b84bfaaf22d82cb9e6e9a8297f7c2ed14d806a0f5e4d22e83fb7",
+                "sha256:f597a243b8550a3a0b15122b14e49d8a7e622ba1c9d29776af741f1845478d79",
+                "sha256:fc1f2a5a5963e2e73bac4926bdaf7790c4d7d77e8fc0590817880e22dd9d0b8b",
+                "sha256:fc4cddb0b474b12ed7bdce6be1b9edc65352e8ce66bc10ff8cbbfb3d4047dbf4",
+                "sha256:fcb251305fa24a490b6a9ee2180e5f8252915fb778d3dafc70f9cc3f863827b9"
             ],
             "index": "pypi",
-            "version": "==1.3.18"
+            "version": "==1.3.24"
         },
         "sqlalchemy-jsonfield": {
             "hashes": [
@@ -2105,13 +2335,21 @@
             "markers": "python_version >= '3.5'",
             "version": "==1.0.0"
         },
+        "sqlalchemy-redshift": {
+            "hashes": [
+                "sha256:7d2702bfebb361b3efdc4d79ccacb569bba585e8f98dcd0948d456084cc856e6",
+                "sha256:c6d8f1b8a841626a290a9b48bbbe0a4dc6c87ca4eb40b24e17e280acc0731f3b"
+            ],
+            "markers": "python_version >= '3.4'",
+            "version": "==0.8.8"
+        },
         "sqlalchemy-utils": {
             "hashes": [
-                "sha256:a6aaee154f798be4e479af0ceffaa5034d35fcf6f40707c0947d21bde64e05e5",
-                "sha256:b1bf67d904fed16b16ef1dc07f03e5e93a6b23899f920f6b41c09be45fbb85f2"
+                "sha256:4667edbdcb1ece011076b69772ef524bfbb17cc97e03f11ee6b85d98e7741d61",
+                "sha256:bb6f4da8ac044cb0dd4d0278b1fb434141a5ee9d1881c757a076830ddbb04160"
             ],
             "markers": "python_version ~= '3.4'",
-            "version": "==0.37.8"
+            "version": "==0.37.9"
         },
         "swagger-ui-bundle": {
             "hashes": [
@@ -2157,46 +2395,36 @@
         },
         "typed-ast": {
             "hashes": [
-                "sha256:01ae5f73431d21eead5015997ab41afa53aa1fbe252f9da060be5dad2c730ace",
-                "sha256:067a74454df670dcaa4e59349a2e5c81e567d8d65458d480a5b3dfecec08c5ff",
-                "sha256:0fb71b8c643187d7492c1f8352f2c15b4c4af3f6338f21681d3681b3dc31a266",
-                "sha256:1b3ead4a96c9101bef08f9f7d1217c096f31667617b58de957f690c92378b528",
-                "sha256:2068531575a125b87a41802130fa7e29f26c09a2833fea68d9a40cf33902eba6",
-                "sha256:209596a4ec71d990d71d5e0d312ac935d86930e6eecff6ccc7007fe54d703808",
-                "sha256:2c726c276d09fc5c414693a2de063f521052d9ea7c240ce553316f70656c84d4",
-                "sha256:398e44cd480f4d2b7ee8d98385ca104e35c81525dd98c519acff1b79bdaac363",
-                "sha256:52b1eb8c83f178ab787f3a4283f68258525f8d70f778a2f6dd54d3b5e5fb4341",
-                "sha256:5feca99c17af94057417d744607b82dd0a664fd5e4ca98061480fd8b14b18d04",
-                "sha256:7538e495704e2ccda9b234b82423a4038f324f3a10c43bc088a1636180f11a41",
-                "sha256:760ad187b1041a154f0e4d0f6aae3e40fdb51d6de16e5c99aedadd9246450e9e",
-                "sha256:777a26c84bea6cd934422ac2e3b78863a37017618b6e5c08f92ef69853e765d3",
-                "sha256:95431a26309a21874005845c21118c83991c63ea800dd44843e42a916aec5899",
-                "sha256:9ad2c92ec681e02baf81fdfa056fe0d818645efa9af1f1cd5fd6f1bd2bdfd805",
-                "sha256:9c6d1a54552b5330bc657b7ef0eae25d00ba7ffe85d9ea8ae6540d2197a3788c",
-                "sha256:aee0c1256be6c07bd3e1263ff920c325b59849dc95392a05f258bb9b259cf39c",
-                "sha256:af3d4a73793725138d6b334d9d247ce7e5f084d96284ed23f22ee626a7b88e39",
-                "sha256:b36b4f3920103a25e1d5d024d155c504080959582b928e91cb608a65c3a49e1a",
-                "sha256:b9574c6f03f685070d859e75c7f9eeca02d6933273b5e69572e5ff9d5e3931c3",
-                "sha256:bff6ad71c81b3bba8fa35f0f1921fb24ff4476235a6e94a26ada2e54370e6da7",
-                "sha256:c190f0899e9f9f8b6b7863debfb739abcb21a5c054f911ca3596d12b8a4c4c7f",
-                "sha256:c907f561b1e83e93fad565bac5ba9c22d96a54e7ea0267c708bffe863cbe4075",
-                "sha256:cae53c389825d3b46fb37538441f75d6aecc4174f615d048321b716df2757fb0",
-                "sha256:dd4a21253f42b8d2b48410cb31fe501d32f8b9fbeb1f55063ad102fe9c425e40",
-                "sha256:dde816ca9dac1d9c01dd504ea5967821606f02e510438120091b84e852367428",
-                "sha256:f2362f3cb0f3172c42938946dbc5b7843c2a28aec307c49100c8b38764eb6927",
-                "sha256:f328adcfebed9f11301eaedfa48e15bdece9b519fb27e6a8c01aa52a17ec31b3",
-                "sha256:f8afcf15cc511ada719a88e013cec87c11aff7b91f019295eb4530f96fe5ef2f",
-                "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"
-            ],
-            "version": "==1.4.3"
+                "sha256:14fed8820114a389a2b7e91624db5f85f3f6682fda09fe0268a59aabd28fe5f5",
+                "sha256:155b74b078be842d2eb630dd30a280025eca0a5383c7d45853c27afee65f278f",
+                "sha256:224afecb8b39739f5c9562794a7c98325cb9d972712e1a98b6989a4720219541",
+                "sha256:361b9e5d27bd8e3ccb6ea6ad6c4f3c0be322a1a0f8177db6d56264fa0ae40410",
+                "sha256:37ba2ab65a0028b1a4f2b61a8fe77f12d242731977d274a03d68ebb751271508",
+                "sha256:49af5b8f6f03ed1eb89ee06c1d7c2e7c8e743d720c3746a5857609a1abc94c94",
+                "sha256:51040bf45aacefa44fa67fb9ebcd1f2bec73182b99a532c2394eea7dabd18e24",
+                "sha256:52ca2b2b524d770bed7a393371a38e91943f9160a190141e0df911586066ecda",
+                "sha256:618912cbc7e17b4aeba86ffe071698c6e2d292acbd6d1d5ec1ee724b8c4ae450",
+                "sha256:65c81abbabda7d760df7304d843cc9dbe7ef5d485504ca59a46ae2d1731d2428",
+                "sha256:7b310a207ee9fde3f46ba327989e6cba4195bc0c8c70a158456e7b10233e6bed",
+                "sha256:7e6731044f748340ef68dcadb5172a4b1f40847a2983fe3983b2a66445fbc8e6",
+                "sha256:806e0c7346b9b4af8c62d9a29053f484599921a4448c37fbbcbbf15c25138570",
+                "sha256:a67fd5914603e2165e075f1b12f5a8356bfb9557e8bfb74511108cfbab0f51ed",
+                "sha256:e4374a76e61399a173137e7984a1d7e356038cf844f24fd8aea46c8029a2f712",
+                "sha256:e8a9b9c87801cecaad3b4c2b8876387115d1a14caa602c1618cedbb0cb2a14e6",
+                "sha256:ea517c2bb11c5e4ba7a83a91482a2837041181d57d3ed0749a6c382a2b6b7086",
+                "sha256:ec184dfb5d3d11e82841dbb973e7092b75f306b625fad7b2e665b64c5d60ab3f",
+                "sha256:ff4ad88271aa7a55f19b6a161ed44e088c393846d954729549e3cde8257747bb"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.5.0"
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
-                "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
-                "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
+                "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e",
+                "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7",
+                "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34"
             ],
-            "version": "==3.7.4.3"
+            "version": "==3.10.0.2"
         },
         "typing-inspect": {
             "hashes": [
@@ -2222,19 +2450,27 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4",
-                "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"
+                "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece",
+                "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.6"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4.0'",
+            "version": "==1.26.7"
         },
         "virtualenv": {
             "hashes": [
-                "sha256:4da4ac43888e97de9cf4fdd870f48ed864bbfd133d2c46cbdec941fed4a25aef",
-                "sha256:a4b987ec31c3c9996cf1bc865332f967fe4a0512c41b39652d6224f696e69da5"
+                "sha256:4b02e52a624336eece99c96e3ab7111f469c24ba226a53ec474e8e787b365814",
+                "sha256:576d05b46eace16a9c348085f7d0dc8ef28713a2cabaa1cf0aea41e8f12c9218"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==20.8.0"
+            "version": "==20.10.0"
+        },
+        "watchtower": {
+            "hashes": [
+                "sha256:2859275df4ad71b005b983613dd64cabbda61f9fdd3db7600753fc465090119d",
+                "sha256:5eb5d78e730e1016e166b14a79a02d1b939cf1a58f2d559ff4f7c6f953284ebf"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==1.0.6"
         },
         "websocket-client": {
             "hashes": [
@@ -2261,11 +2497,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3",
-                "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"
+                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
+                "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==3.5.0"
+            "version": "==3.6.0"
         }
     }
 }
diff --git a/samples/pipeline.yaml b/samples/pipeline.yaml
index f6119bb9c..86771875e 100644
--- a/samples/pipeline.yaml
+++ b/samples/pipeline.yaml
@@ -162,6 +162,30 @@ dag:
             type: "INTEGER"
             mode: "NULLABLE"
 
+    # Copies objects from a bucket to another using the Google Cloud Storage Transfer Service.
+    # This operator does not control the copying process locally, but uses Google resources, which allows them to perform this task faster and more economically.
+    #
+    # Warning: This operator is NOT idempotent. If you run it many times, many transfer jobs will be created in the Google Cloud.
+    - operator: "CloudDataTransferServiceGCSToGCSOperator"
+
+      # Task description
+      description: "Task to run a GCS to GCS operation using the Cloud Data Transfer Service"
+
+      # Arguments supported by this operator:
+      # https://airflow.apache.org/docs/apache-airflow-providers-google/stable/_api/airflow/providers/google/cloud/operators/cloud_storage_transfer_service/index.html#airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceGCSToGCSOperator
+      args:
+        task_id: "sample_data_transfer_service_gcs_to_gcs"
+        project_id: "{{ var.value.gcp_project }}"
+
+        # The GCS bucket to copy from
+        source_bucket: "sample-source-bucket"
+
+        # The GCS bucket to copy to
+        destination_bucket: "sample-destination-bucket"
+
+        # The service account to use that have been granted read access to the source bucket
+        google_impersonation_chain: "gcp-service-account@sample-project.iam.gserviceaccount.com"
+
     # Initializes a GCS-to-GCS task for the DAG. This operator is used to copy or move
     # GCS objects from one location to another.
     - operator: "GoogleCloudStorageToGoogleCloudStorageOperator"
@@ -557,6 +581,6 @@ dag:
     #
     # For more info, see
     # https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html#setting-up-dependencies
-    - "sample_bash_task >> [sample_gcs_to_bq_task, sample_gcs_to_gcs_task]"
+    - "sample_bash_task >> [sample_gcs_to_bq_task, sample_gcs_to_gcs_task, sample_data_transfer_service_gcs_to_gcs]"
     - "sample_gcs_to_bq_task >> sample_dataflow_task >> [sample_bq_sql_task, gcs_delete_task]"
     - "gke_create_cluster_task >> gke_start_pod_task >> gke_delete_cluster_task"
diff --git a/scripts/dag_imports.json b/scripts/dag_imports.json
index 27965bbab..ee28590c8 100644
--- a/scripts/dag_imports.json
+++ b/scripts/dag_imports.json
@@ -38,6 +38,10 @@
         "import": "from airflow.providers.google.cloud.transfers import gcs_to_bigquery",
         "class": "gcs_to_bigquery.GCSToBigQueryOperator"
       },
+      "CloudDataTransferServiceGCSToGCSOperator": {
+        "import": "from airflow.providers.google.cloud.operators import cloud_storage_transfer_service",
+        "class": "cloud_storage_transfer_service.CloudDataTransferServiceGCSToGCSOperator"
+      },
       "GoogleCloudStorageToGoogleCloudStorageOperator": {
         "import": "from airflow.providers.google.cloud.transfers import gcs_to_gcs",
         "class": "gcs_to_gcs.GCSToGCSOperator"