diff --git a/public-cloud/gcp/dataflow/Pipfile.lock b/public-cloud/gcp/dataflow/Pipfile.lock
index b695698..2718788 100644
--- a/public-cloud/gcp/dataflow/Pipfile.lock
+++ b/public-cloud/gcp/dataflow/Pipfile.lock
@@ -42,10 +42,10 @@
         },
         "avro-python3": {
             "hashes": [
-                "sha256:ca1e77a3da5ac98e8833588f71fb2e170b38e34787ee0e04920de0e9470b7d32"
+                "sha256:3b63f24e6b04368c3e4a6f923f484be0230d821aad65ac36108edbff29e9aaab"
             ],
             "markers": "python_version >= '3.0'",
-            "version": "==1.9.2.1"
+            "version": "==1.10.2"
         },
         "cachetools": {
             "hashes": [
@@ -56,20 +56,25 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1d987a998c75633c40847cc966fcf5904906c920a7f17ef374f5aa4282abd304",
-                "sha256:51fcb31174be6e6664c5f69e3e1691a2d72a1a12e90f872cbdb1567eb47b6519"
+                "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
+                "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
             ],
-            "version": "==2020.4.5.1"
+            "index": "pypi",
+            "version": "==2022.12.7"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845",
+                "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.1.1"
         },
         "crcmod": {
             "hashes": [
+                "sha256:50586ab48981f11e5b117523d97bb70864a2a1af246cf6e4f5c4a21ef4611cd1",
+                "sha256:69a2e5c6c36d0f096a7beb4cd34e5f882ec5fd232efb710cdb85d4ff196bd52e",
+                "sha256:737fb308fa2ce9aed2e29075f0d5980d4a89bfbec48a368c607c5c63b3efb90e",
                 "sha256:dc7051a0db5f2bd48665a990d3ec1cc305a466a77358ca4492826f41f283601e"
             ],
             "version": "==1.7"
@@ -78,6 +83,7 @@
             "hashes": [
                 "sha256:f6d6046f9f9195206063dd0415dff185ad593d6ee8b0e67f12597c0f4df4986f"
             ],
+            "markers": "python_version >= '2.5' and python_version != '3.0'",
             "version": "==0.2.9"
         },
         "docopt": {
@@ -111,15 +117,17 @@
         },
         "fasteners": {
             "hashes": [
-                "sha256:007e4d2b2d4a10093f67e932e5166722d2eab83b77724156e92ad013c6226574",
-                "sha256:3a176da6b70df9bb88498e1a18a9e4a8579ed5b9141207762368a1017bf8f5ef"
+                "sha256:1d4caf5f8db57b0e4107d94fd5a1d02510a450dced6ca77d1839064c1bacf20c",
+                "sha256:cb7c13ef91e0c7e4fe4af38ecaf6b904ec3f5ce0dda06d34924b6b74b869d953"
             ],
-            "version": "==0.15"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.18"
         },
         "future": {
             "hashes": [
                 "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
             ],
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.18.2"
         },
         "google-api-core": {
@@ -127,10 +135,11 @@
                 "grpc"
             ],
             "hashes": [
-                "sha256:859f7392676761f2b160c6ee030c3422135ada4458f0948c5690a6a7c8d86294",
-                "sha256:92e962a087f1c4b8d1c5c88ade1c1dfd550047dcffb320c57ef6a534a20403e2"
+                "sha256:6fb380f49d19ee1d09a9722d0379042b7edb06c0112e4796c7a395078a043e71",
+                "sha256:7421474c39d396a74dfa317dddbc69188f2336835f526087c7648f91105e32ff"
             ],
-            "version": "==1.16.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.34.0"
         },
         "google-apitools": {
             "hashes": [
@@ -141,10 +150,11 @@
         },
         "google-auth": {
             "hashes": [
-                "sha256:a5ee4c40fef77ea756cf2f1c0adcf475ecb53af6700cf9c133354cdc9b267148",
-                "sha256:cab6c707e6ee20e567e348168a5c69dc6480384f777a9e5159f4299ad177dcc0"
+                "sha256:997516b42ecb5b63e8d80f5632c1a61dddf41d2a4c2748057837e06e00014258",
+                "sha256:b7033be9028c188ee30200b204ea00ed82ea1162e8ac1df4aa6ded19a191d88e"
             ],
-            "version": "==1.13.1"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.35.0"
         },
         "google-cloud-bigquery": {
             "hashes": [
@@ -162,10 +172,10 @@
         },
         "google-cloud-core": {
             "hashes": [
-                "sha256:6ae5c62931e8345692241ac1939b85a10d6c38dc9e2854bdbacb7e5ac3033229",
-                "sha256:878f9ad080a40cdcec85b92242c4b5819eeb8f120ebc5c9f640935e24fc129d8"
+                "sha256:d5af737c60a73b9588a0511332ac0cdc6294ad8e477c7b82be03a1afc7c3f7b6",
+                "sha256:dfa40e9d75a825632103326cc52617e3652658c17c6f7360448388d6c9d009fe"
             ],
-            "version": "==1.3.0"
+            "version": "==1.7.3"
         },
         "google-cloud-datastore": {
             "hashes": [
@@ -186,16 +196,19 @@
                 "sha256:5fd2e641f477e50be925a55bcfdf0b0cb97c2b92aacd7b15c1d339f70d55c1c7",
                 "sha256:cdeb8fbb3551a665db921023603af2f0d6ac59ad8b48259cb510b8799505775f"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.4.1"
         },
         "googleapis-common-protos": {
             "extras": [
-                "grpc"
+
             ],
             "hashes": [
-                "sha256:013c91704279119150e44ef770086fdbba158c1f978a6402167d47d5409e226e"
+                "sha256:27a849d6205838fb6cc3c1c21cb9800707a661bb21c6ce7fb13e99eb1f8a0c46",
+                "sha256:a9f4a1d7f6d9809657b7f1316a1aa527f6664891531bcfcc13b6696e685f443c"
             ],
-            "version": "==1.51.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==1.57.0"
         },
         "grpc-google-iam-v1": {
             "hashes": [
@@ -205,45 +218,68 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:085bbf7fd0070b8d65e84aa32979f17cfe624d27b5ce23955ef770c19d2d9623",
-                "sha256:0ae207a47ec0ad66eb1f53a27d566674d13a236c62ced409891335318ea9b8c5",
-                "sha256:0c130204ff5de0b9f041bf3126db0d29369d69883592e4b0d3c19868ba0ced7e",
-                "sha256:0ef6b380a588c2c6b29c6cfa0ba7f5d367beb33d5504bcc68658fa241ad498d2",
-                "sha256:16e1edb367763ea08d0994d4635ec05f4f8db9db59c39304b061097e3b93df43",
-                "sha256:16f5523dacae5aaeda4cf900da7e980747f663298c38c18eb4e5317704aa007a",
-                "sha256:181b5078cf568f37915b8a118afcef5fc9f3128c59c38998ed93e7dd793e3928",
-                "sha256:245564713cb4ac7bccb0f11be63781beb62299a44d8ab69031c859dbd9461728",
-                "sha256:271abbe28eb99fa5c70b3f272c0c66b67dab7bb11e1d29d8e616b4e0e099d29a",
-                "sha256:2e1b01cba26988c811c7fb91a0bca19c9afb776cc3d228993f08d324bdd0510a",
-                "sha256:3366bd6412c1e73acb1ee27d7f0c7d7dbee118ad8d98c957c8173691b2effeec",
-                "sha256:3893b39a0a17d857dc3a42fdb02a26aa53a59bfce49987187bcc0261647f1f55",
-                "sha256:3c7864d5ae63b787001b01b376f6315aef1a015aa9c809535235ed0ead907919",
-                "sha256:42c6716adf3ec1f608b2b56e885f26dd86e80d2fc1617f51fc92d1b0b649e28e",
-                "sha256:4bef0756b9e0df78e8d67a5b1e0e89b7daf41525d575f74e1f14a993c55b680d",
-                "sha256:4fe081862e58b8fbef0e479aefc9a64f8f17f53074df1085d8c1fe825a6e5df4",
-                "sha256:505a8d1b4ac571a51f10c4c995d5d4714f03c886604dc3c097ef5fd57bcfcf0b",
-                "sha256:5c2e81b6ab9768c43f2ca1c9a4c925823aad79ae95efb351007df4b92ebce592",
-                "sha256:70ff2df0c1795c5cf585a72d95bb458838b40bad5653c314b9067ba819e918f9",
-                "sha256:97b5612fc5d4bbf0490a2d80bed5eab5b59112ef1640440c1a9ac824bafa6968",
-                "sha256:a35f8f4a0334ed8b05db90383aecef8e49923ab430689a4360a74052f3a89cf4",
-                "sha256:aafe85a8210dfa1da3c46831b7f00c3735240b7b028eeba339eaea6ffdb593fb",
-                "sha256:c2e53eb253840f05278a8410628419ba7060815f86d48c9d83b6047de21c9956",
-                "sha256:c3645887db3309fc87c3db740b977d403fb265ebab292f1f6a926c4661231fd5",
-                "sha256:c6565cc92853af13237b2233f331efdad07339d27fe1f5f74256bfde7dc2f587",
-                "sha256:cbc322c5d5615e67c2a15be631f64e6c2bab8c12505bc7c150948abdaa0bdbac",
-                "sha256:df749ee982ec35ab76d37a1e637b10a92b4573e2b4e1f86a5fa8a1273c40a850",
-                "sha256:e9439d7b801c86df13c6cbb4c5a7e181c058f3c119d5e119a94a5f3090a8f060",
-                "sha256:f493ac4754717f25ace3614a51dd408a32b8bff3c9c0c85e9356e7e0a120a8c8",
-                "sha256:f80d10bdf1a306f7063046321fd4efc7732a606acdd4e6259b8a37349079b704",
-                "sha256:f83b0c91796eb42865451a20e82246011078ba067ea0744f7301e12a94ae2e1b"
-            ],
-            "version": "==1.28.1"
+                "sha256:094e64236253590d9d4075665c77b329d707b6fca864dd62b144255e199b4f87",
+                "sha256:0dc5354e38e5adf2498312f7241b14c7ce3484eefa0082db4297189dcbe272e6",
+                "sha256:0e1a9e1b4a23808f1132aa35f968cd8e659f60af3ffd6fb00bcf9a65e7db279f",
+                "sha256:0fb93051331acbb75b49a2a0fd9239c6ba9528f6bdc1dd400ad1cb66cf864292",
+                "sha256:16c71740640ba3a882f50b01bf58154681d44b51f09a5728180a8fdc66c67bd5",
+                "sha256:172405ca6bdfedd6054c74c62085946e45ad4d9cec9f3c42b4c9a02546c4c7e9",
+                "sha256:17ec9b13cec4a286b9e606b48191e560ca2f3bbdf3986f91e480a95d1582e1a7",
+                "sha256:22b011674090594f1f3245960ced7386f6af35485a38901f8afee8ad01541dbd",
+                "sha256:24ac1154c4b2ab4a0c5326a76161547e70664cd2c39ba75f00fc8a2170964ea2",
+                "sha256:257478300735ce3c98d65a930bbda3db172bd4e00968ba743e6a1154ea6edf10",
+                "sha256:29cb97d41a4ead83b7bcad23bdb25bdd170b1e2cba16db6d3acbb090bc2de43c",
+                "sha256:2b170eaf51518275c9b6b22ccb59450537c5a8555326fd96ff7391b5dd75303c",
+                "sha256:31bb6bc7ff145e2771c9baf612f4b9ebbc9605ccdc5f3ff3d5553de7fc0e0d79",
+                "sha256:3c2b3842dcf870912da31a503454a33a697392f60c5e2697c91d133130c2c85d",
+                "sha256:3f9b0023c2c92bebd1be72cdfca23004ea748be1813a66d684d49d67d836adde",
+                "sha256:471d39d3370ca923a316d49c8aac66356cea708a11e647e3bdc3d0b5de4f0a40",
+                "sha256:49d680356a975d9c66a678eb2dde192d5dc427a7994fb977363634e781614f7c",
+                "sha256:4c4423ea38a7825b8fed8934d6d9aeebdf646c97e3c608c3b0bcf23616f33877",
+                "sha256:506b9b7a4cede87d7219bfb31014d7b471cfc77157da9e820a737ec1ea4b0663",
+                "sha256:538d981818e49b6ed1e9c8d5e5adf29f71c4e334e7d459bf47e9b7abb3c30e09",
+                "sha256:59dffade859f157bcc55243714d57b286da6ae16469bf1ac0614d281b5f49b67",
+                "sha256:5a6ebcdef0ef12005d56d38be30f5156d1cb3373b52e96f147f4a24b0ddb3a9d",
+                "sha256:5dca372268c6ab6372d37d6b9f9343e7e5b4bc09779f819f9470cd88b2ece3c3",
+                "sha256:6df3b63538c362312bc5fa95fb965069c65c3ea91d7ce78ad9c47cab57226f54",
+                "sha256:6f0b89967ee11f2b654c23b27086d88ad7bf08c0b3c2a280362f28c3698b2896",
+                "sha256:75e29a90dc319f0ad4d87ba6d20083615a00d8276b51512e04ad7452b5c23b04",
+                "sha256:7942b32a291421460d6a07883033e392167d30724aa84987e6956cd15f1a21b9",
+                "sha256:9235dcd5144a83f9ca6f431bd0eccc46b90e2c22fe27b7f7d77cabb2fb515595",
+                "sha256:97d67983189e2e45550eac194d6234fc38b8c3b5396c153821f2d906ed46e0ce",
+                "sha256:9ff42c5620b4e4530609e11afefa4a62ca91fa0abb045a8957e509ef84e54d30",
+                "sha256:a8a0b77e992c64880e6efbe0086fe54dfc0bbd56f72a92d9e48264dcd2a3db98",
+                "sha256:aacb54f7789ede5cbf1d007637f792d3e87f1c9841f57dd51abf89337d1b8472",
+                "sha256:bc59f7ba87972ab236f8669d8ca7400f02a0eadf273ca00e02af64d588046f02",
+                "sha256:cc2bece1737b44d878cc1510ea04469a8073dbbcdd762175168937ae4742dfb3",
+                "sha256:cd3baccea2bc5c38aeb14e5b00167bd4e2373a373a5e4d8d850bd193edad150c",
+                "sha256:dad6533411d033b77f5369eafe87af8583178efd4039c41d7515d3336c53b4f1",
+                "sha256:e223a9793522680beae44671b9ed8f6d25bbe5ddf8887e66aebad5e0686049ef",
+                "sha256:e473525c28251558337b5c1ad3fa969511e42304524a4e404065e165b084c9e4",
+                "sha256:e4ef09f8997c4be5f3504cefa6b5c6cc3cf648274ce3cede84d4342a35d76db6",
+                "sha256:e6dfc2b6567b1c261739b43d9c59d201c1b89e017afd9e684d85aa7a186c9f7a",
+                "sha256:eacad297ea60c72dd280d3353d93fb1dcca952ec11de6bb3c49d12a572ba31dd",
+                "sha256:f1158bccbb919da42544a4d3af5d9296a3358539ffa01018307337365a9a0c64",
+                "sha256:f1fec3abaf274cdb85bf3878167cfde5ad4a4d97c68421afda95174de85ba813",
+                "sha256:f96ace1540223f26fbe7c4ebbf8a98e3929a6aa0290c8033d12526847b291c0f",
+                "sha256:fbdbe9a849854fe484c00823f45b7baab159bdd4a46075302281998cb8719df5"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.51.1"
+        },
+        "grpcio-status": {
+            "hashes": [
+                "sha256:2c33bbdbe20188b2953f46f31af669263b6ee2a9b2d38fa0d36ee091532e21bf",
+                "sha256:53695f45da07437b7c344ee4ef60d370fd2850179f5a28bb26d8e2aa1102ec11"
+            ],
+            "version": "==1.48.2"
         },
         "hdfs": {
             "hashes": [
-                "sha256:1be117549fc1285571bc51aedc15df5a203138dba02f9adfa26761b69a949370"
+                "sha256:3428078ad1e83a2e2a11801c536ac2aa5094f5fabde5d1e7145bacbf4a599c1e",
+                "sha256:ecd4650c39bb4f9421641320f4931edd81cf7126ae4e5ec880215adf6435df3d"
             ],
-            "version": "==2.5.8"
+            "version": "==2.7.0"
         },
         "httplib2": {
             "hashes": [
@@ -253,10 +289,11 @@
         },
         "idna": {
             "hashes": [
-                "sha256:7588d1c14ae4c77d74036e8c22ff447b26d0fde8f007354fd48a7814db15b7cb",
-                "sha256:a068a21ceac8a4d63dbfd964670474107f541babbd2250d61922f029858365fa"
+                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
+                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
             ],
-            "version": "==2.9"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.4"
         },
         "mock": {
             "hashes": [
@@ -265,38 +302,42 @@
             ],
             "version": "==2.0.0"
         },
-        "monotonic": {
-            "hashes": [
-                "sha256:23953d55076df038541e648a53676fb24980f7a1be290cdda21300b3bc21dfb0",
-                "sha256:552a91f381532e33cbd07c6a2655a21908088962bb8fa7239ecbcc6ad1140cc7"
-            ],
-            "version": "==1.5"
-        },
         "numpy": {
             "hashes": [
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-                "sha256:1b0ece94018ae21163d1f651b527156e1f03943b986188dd81bc7e066eae9d1c",
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-                "sha256:6fcc5a3990e269f86d388f165a089259893851437b904f422d301cdce4ff25c8",
-                "sha256:82847f2765835c8e5308f136bc34018d09b49037ec23ecc42b246424c767056b",
-                "sha256:87902e5c03355335fc5992a74ba0247a70d937f326d852fc613b7f53516c0963",
-                "sha256:9ab21d1cb156a620d3999dd92f7d1c86824c622873841d6b080ca5495fa10fef",
-                "sha256:a1baa1dc8ecd88fb2d2a651671a84b9938461e8a8eed13e2f0a812a94084d1fa",
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@@ -306,33 +347,39 @@
         },
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@@ -351,101 +398,182 @@
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@@ -465,31 +593,43 @@
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