diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 34aaf6c..8e29fc1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,11 +1,11 @@
---
repos:
- - repo: git://github.com/Lucas-C/pre-commit-hooks
+ - repo: https://github.com/Lucas-C/pre-commit-hooks
rev: v1.1.13
hooks:
- id: remove-tabs
- - repo: git://github.com/pre-commit/pre-commit-hooks
+ - repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.1.0
hooks:
- id: trailing-whitespace
@@ -21,7 +21,7 @@ repos:
- id: check-ast
- id: debug-statements
- - repo: git://github.com/pycqa/pydocstyle.git
+ - repo: https://github.com/pycqa/pydocstyle.git
rev: 6.1.1
hooks:
- id: pydocstyle
diff --git a/Pipfile b/Pipfile
index 5649d09..edb216d 100644
--- a/Pipfile
+++ b/Pipfile
@@ -10,6 +10,14 @@ Sphinx = "*"
[packages]
awscli = "*"
+trino = "*"
+pydriller = "*"
+python-dotenv = "*"
+boto3 = "*"
+pandas = "*"
+pyarrow = "*"
+srcopsmetrics = "*"
+matplotlib = "*"
[requires]
python_version = "3.8"
diff --git a/Pipfile.lock b/Pipfile.lock
index 16db2e8..5117a13 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
- "sha256": "caa1733f2ecf58c83331095362d7c9b089fc77039032e2c8e80e9a7b242bcdd0"
+ "sha256": "7114afaf186f971ce84a8d3a46ae1ae0ce46f461d57eddb59adb37784f9dd551"
},
"pipfile-spec": 6,
"requires": {
@@ -16,21 +16,276 @@
]
},
"default": {
+ "aiohttp": {
+ "hashes": [
+ "sha256:01d7bdb774a9acc838e6b8f1d114f45303841b89b95984cbb7d80ea41172a9e3",
+ "sha256:03a6d5349c9ee8f79ab3ff3694d6ce1cfc3ced1c9d36200cb8f08ba06bd3b782",
+ "sha256:04d48b8ce6ab3cf2097b1855e1505181bdd05586ca275f2505514a6e274e8e75",
+ "sha256:0770e2806a30e744b4e21c9d73b7bee18a1cfa3c47991ee2e5a65b887c49d5cf",
+ "sha256:07b05cd3305e8a73112103c834e91cd27ce5b4bd07850c4b4dbd1877d3f45be7",
+ "sha256:086f92daf51a032d062ec5f58af5ca6a44d082c35299c96376a41cbb33034675",
+ "sha256:099ebd2c37ac74cce10a3527d2b49af80243e2a4fa39e7bce41617fbc35fa3c1",
+ "sha256:0c7ebbbde809ff4e970824b2b6cb7e4222be6b95a296e46c03cf050878fc1785",
+ "sha256:102e487eeb82afac440581e5d7f8f44560b36cf0bdd11abc51a46c1cd88914d4",
+ "sha256:11691cf4dc5b94236ccc609b70fec991234e7ef8d4c02dd0c9668d1e486f5abf",
+ "sha256:11a67c0d562e07067c4e86bffc1553f2cf5b664d6111c894671b2b8712f3aba5",
+ "sha256:12de6add4038df8f72fac606dff775791a60f113a725c960f2bab01d8b8e6b15",
+ "sha256:13487abd2f761d4be7c8ff9080de2671e53fff69711d46de703c310c4c9317ca",
+ "sha256:15b09b06dae900777833fe7fc4b4aa426556ce95847a3e8d7548e2d19e34edb8",
+ "sha256:1c182cb873bc91b411e184dab7a2b664d4fea2743df0e4d57402f7f3fa644bac",
+ "sha256:1ed0b6477896559f17b9eaeb6d38e07f7f9ffe40b9f0f9627ae8b9926ae260a8",
+ "sha256:28d490af82bc6b7ce53ff31337a18a10498303fe66f701ab65ef27e143c3b0ef",
+ "sha256:2e5d962cf7e1d426aa0e528a7e198658cdc8aa4fe87f781d039ad75dcd52c516",
+ "sha256:2ed076098b171573161eb146afcb9129b5ff63308960aeca4b676d9d3c35e700",
+ "sha256:2f2f69dca064926e79997f45b2f34e202b320fd3782f17a91941f7eb85502ee2",
+ "sha256:31560d268ff62143e92423ef183680b9829b1b482c011713ae941997921eebc8",
+ "sha256:31d1e1c0dbf19ebccbfd62eff461518dcb1e307b195e93bba60c965a4dcf1ba0",
+ "sha256:37951ad2f4a6df6506750a23f7cbabad24c73c65f23f72e95897bb2cecbae676",
+ "sha256:3af642b43ce56c24d063325dd2cf20ee012d2b9ba4c3c008755a301aaea720ad",
+ "sha256:44db35a9e15d6fe5c40d74952e803b1d96e964f683b5a78c3cc64eb177878155",
+ "sha256:473d93d4450880fe278696549f2e7aed8cd23708c3c1997981464475f32137db",
+ "sha256:477c3ea0ba410b2b56b7efb072c36fa91b1e6fc331761798fa3f28bb224830dd",
+ "sha256:4a4a4e30bf1edcad13fb0804300557aedd07a92cabc74382fdd0ba6ca2661091",
+ "sha256:4aed991a28ea3ce320dc8ce655875e1e00a11bdd29fe9444dd4f88c30d558602",
+ "sha256:51467000f3647d519272392f484126aa716f747859794ac9924a7aafa86cd411",
+ "sha256:55c3d1072704d27401c92339144d199d9de7b52627f724a949fc7d5fc56d8b93",
+ "sha256:589c72667a5febd36f1315aa6e5f56dd4aa4862df295cb51c769d16142ddd7cd",
+ "sha256:5bfde62d1d2641a1f5173b8c8c2d96ceb4854f54a44c23102e2ccc7e02f003ec",
+ "sha256:5c23b1ad869653bc818e972b7a3a79852d0e494e9ab7e1a701a3decc49c20d51",
+ "sha256:61bfc23df345d8c9716d03717c2ed5e27374e0fe6f659ea64edcd27b4b044cf7",
+ "sha256:6ae828d3a003f03ae31915c31fa684b9890ea44c9c989056fea96e3d12a9fa17",
+ "sha256:6c7cefb4b0640703eb1069835c02486669312bf2f12b48a748e0a7756d0de33d",
+ "sha256:6d69f36d445c45cda7b3b26afef2fc34ef5ac0cdc75584a87ef307ee3c8c6d00",
+ "sha256:6f0d5f33feb5f69ddd57a4a4bd3d56c719a141080b445cbf18f238973c5c9923",
+ "sha256:6f8b01295e26c68b3a1b90efb7a89029110d3a4139270b24fda961893216c440",
+ "sha256:713ac174a629d39b7c6a3aa757b337599798da4c1157114a314e4e391cd28e32",
+ "sha256:718626a174e7e467f0558954f94af117b7d4695d48eb980146016afa4b580b2e",
+ "sha256:7187a76598bdb895af0adbd2fb7474d7f6025d170bc0a1130242da817ce9e7d1",
+ "sha256:71927042ed6365a09a98a6377501af5c9f0a4d38083652bcd2281a06a5976724",
+ "sha256:7d08744e9bae2ca9c382581f7dce1273fe3c9bae94ff572c3626e8da5b193c6a",
+ "sha256:7dadf3c307b31e0e61689cbf9e06be7a867c563d5a63ce9dca578f956609abf8",
+ "sha256:81e3d8c34c623ca4e36c46524a3530e99c0bc95ed068fd6e9b55cb721d408fb2",
+ "sha256:844a9b460871ee0a0b0b68a64890dae9c415e513db0f4a7e3cab41a0f2fedf33",
+ "sha256:8b7ef7cbd4fec9a1e811a5de813311ed4f7ac7d93e0fda233c9b3e1428f7dd7b",
+ "sha256:97ef77eb6b044134c0b3a96e16abcb05ecce892965a2124c566af0fd60f717e2",
+ "sha256:99b5eeae8e019e7aad8af8bb314fb908dd2e028b3cdaad87ec05095394cce632",
+ "sha256:a25fa703a527158aaf10dafd956f7d42ac6d30ec80e9a70846253dd13e2f067b",
+ "sha256:a2f635ce61a89c5732537a7896b6319a8fcfa23ba09bec36e1b1ac0ab31270d2",
+ "sha256:a79004bb58748f31ae1cbe9fa891054baaa46fb106c2dc7af9f8e3304dc30316",
+ "sha256:a996d01ca39b8dfe77440f3cd600825d05841088fd6bc0144cc6c2ec14cc5f74",
+ "sha256:b0e20cddbd676ab8a64c774fefa0ad787cc506afd844de95da56060348021e96",
+ "sha256:b6613280ccedf24354406caf785db748bebbddcf31408b20c0b48cb86af76866",
+ "sha256:b9d00268fcb9f66fbcc7cd9fe423741d90c75ee029a1d15c09b22d23253c0a44",
+ "sha256:bb01ba6b0d3f6c68b89fce7305080145d4877ad3acaed424bae4d4ee75faa950",
+ "sha256:c2aef4703f1f2ddc6df17519885dbfa3514929149d3ff900b73f45998f2532fa",
+ "sha256:c34dc4958b232ef6188c4318cb7b2c2d80521c9a56c52449f8f93ab7bc2a8a1c",
+ "sha256:c3630c3ef435c0a7c549ba170a0633a56e92629aeed0e707fec832dee313fb7a",
+ "sha256:c3d6a4d0619e09dcd61021debf7059955c2004fa29f48788a3dfaf9c9901a7cd",
+ "sha256:d15367ce87c8e9e09b0f989bfd72dc641bcd04ba091c68cd305312d00962addd",
+ "sha256:d2f9b69293c33aaa53d923032fe227feac867f81682f002ce33ffae978f0a9a9",
+ "sha256:e999f2d0e12eea01caeecb17b653f3713d758f6dcc770417cf29ef08d3931421",
+ "sha256:ea302f34477fda3f85560a06d9ebdc7fa41e82420e892fc50b577e35fc6a50b2",
+ "sha256:eaba923151d9deea315be1f3e2b31cc39a6d1d2f682f942905951f4e40200922",
+ "sha256:ef9612483cb35171d51d9173647eed5d0069eaa2ee812793a75373447d487aa4",
+ "sha256:f5315a2eb0239185af1bddb1abf472d877fede3cc8d143c6cddad37678293237",
+ "sha256:fa0ffcace9b3aa34d205d8130f7873fcfefcb6a4dd3dd705b0dab69af6712642",
+ "sha256:fc5471e1a54de15ef71c1bc6ebe80d4dc681ea600e68bfd1cbce40427f0b7578"
+ ],
+ "markers": "python_version >= '3.6'",
+ "version": "==3.8.1"
+ },
+ "aiosignal": {
+ "hashes": [
+ "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a",
+ "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"
+ ],
+ "markers": "python_version >= '3.6'",
+ "version": "==1.2.0"
+ },
+ "alembic": {
+ "hashes": [
+ "sha256:6c0c05e9768a896d804387e20b299880fe01bc56484246b0dffe8075d6d3d847",
+ "sha256:ad842f2c3ab5c5d4861232730779c05e33db4ba880a08b85eb505e87c01095bc"
+ ],
+ "markers": "python_version >= '3.6'",
+ "version": "==1.7.6"
+ },
+ "amun": {
+ "hashes": [
+ "sha256:023af456346c71bf8ff6f1ce97aef83b3c3817a68482552ff6b137e2043052e3",
+ "sha256:e3efc606c677cd25010c190a88edbdcaba711b608e26e59b411144fe180d4460"
+ ],
+ "version": "==0.5.0"
+ },
+ "argo-workflows": {
+ "hashes": [
+ "sha256:56d77ad3e0053402f694760011fcfe5ab7de8cb52dfd7b21b9e98c30f6879161",
+ "sha256:f7705f212828712c869d17a1ff6bd39cf51af6c51a55e8f668c7f94601d09453"
+ ],
+ "version": "==3.6.1"
+ },
+ "async-timeout": {
+ "hashes": [
+ "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15",
+ "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"
+ ],
+ "markers": "python_version >= '3.6'",
+ "version": "==4.0.2"
+ },
+ "attrdict": {
+ "hashes": [
+ "sha256:35c90698b55c683946091177177a9e9c0713a0860f0e049febd72649ccd77b70",
+ "sha256:9432e3498c74ff7e1b20b3d93b45d766b71cbffa90923496f82c4ae38b92be34"
+ ],
+ "version": "==2.0.1"
+ },
+ "attrs": {
+ "hashes": [
+ "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+ "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
+ ],
+ "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+ "version": "==21.4.0"
+ },
"awscli": {
"hashes": [
- "sha256:eadaa662cf34d43123cee252e21ab0cc7a160316ddfb107ad3d3c8cc1d1f722d",
- "sha256:fb0631f46e163f4d0f88c496554df1ea748adb9cc5d616ccff2e89a1daaddd75"
+ "sha256:1bd0c8c5833a1f6f775672b0f61af16f31ccd1abd5b846eb26c38c2b8c7b680f",
+ "sha256:45645e7d5d69c0e7c646b96a82318804088d8be6326ad6f1cd2ef4e16329b819"
],
"index": "pypi",
- "version": "==1.22.51"
+ "version": "==1.22.72"
+ },
+ "backports.zoneinfo": {
+ "hashes": [
+ "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
+ "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+ "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
+ "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
+ "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
+ "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
+ "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
+ "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
+ "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
+ "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
+ "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+ "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+ "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+ "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+ "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+ "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+ ],
+ "markers": "python_version >= '3.6' and python_version < '3.9'",
+ "version": "==0.2.1"
+ },
+ "beautifulsoup4": {
+ "hashes": [
+ "sha256:194ec62a25438adcb3fdb06378b26559eda1ea8a747367d34c33cef9c7f48d57",
+ "sha256:90f8e61121d6ae58362ce3bed8cd997efb00c914eae0ff3d363c32f9a9822d10",
+ "sha256:f0abd31228055d698bb392a826528ea08ebb9959e6bea17c606fd9c9009db938"
+ ],
+ "version": "==4.6.3"
+ },
+ "boto3": {
+ "hashes": [
+ "sha256:a235c422239d1b468924b37faa95f5750c6abd43651fe7deb3976e10a331c991",
+ "sha256:b01d29305527fe8754a0c5847c0431ec677dca34069aaed9429ff178826ab366"
+ ],
+ "index": "pypi",
+ "version": "==1.21.17"
},
"botocore": {
"hashes": [
- "sha256:372428fb18ba813431b2301c9306b97c0bc0a888127725b427f227734e370c7e",
- "sha256:f715fba22d1d2ecf995d3168ddd9adca63979a6cddd35534ccc8550c690f1c88"
+ "sha256:29212b4be640efc047665650fee474357e884725a3e2a9bc029bca46a6ef0853",
+ "sha256:e61b9e6d0d5e384f8135211f05fc05694571505390293d939a9688ac08d4f62a"
],
"markers": "python_version >= '3.6'",
- "version": "==1.23.51"
+ "version": "==1.24.17"
+ },
+ "cachetools": {
+ "hashes": [
+ "sha256:486471dfa8799eb7ec503a8059e263db000cdda20075ce5e48903087f79d5fd6",
+ "sha256:8fecd4203a38af17928be7b90689d8083603073622229ca7077b72d8e5a976e4"
+ ],
+ "markers": "python_version ~= '3.7'",
+ "version": "==5.0.0"
+ },
+ "certifi": {
+ "hashes": [
+ "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+ "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
+ ],
+ "version": "==2021.10.8"
+ },
+ "cffi": {
+ "hashes": [
+ "sha256:00c878c90cb53ccfaae6b8bc18ad05d2036553e6d9d1d9dbcf323bbe83854ca3",
+ "sha256:0104fb5ae2391d46a4cb082abdd5c69ea4eab79d8d44eaaf79f1b1fd806ee4c2",
+ "sha256:06c48159c1abed75c2e721b1715c379fa3200c7784271b3c46df01383b593636",
+ "sha256:0808014eb713677ec1292301ea4c81ad277b6cdf2fdd90fd540af98c0b101d20",
+ "sha256:10dffb601ccfb65262a27233ac273d552ddc4d8ae1bf93b21c94b8511bffe728",
+ "sha256:14cd121ea63ecdae71efa69c15c5543a4b5fbcd0bbe2aad864baca0063cecf27",
+ "sha256:17771976e82e9f94976180f76468546834d22a7cc404b17c22df2a2c81db0c66",
+ "sha256:181dee03b1170ff1969489acf1c26533710231c58f95534e3edac87fff06c443",
+ "sha256:23cfe892bd5dd8941608f93348c0737e369e51c100d03718f108bf1add7bd6d0",
+ "sha256:263cc3d821c4ab2213cbe8cd8b355a7f72a8324577dc865ef98487c1aeee2bc7",
+ "sha256:2756c88cbb94231c7a147402476be2c4df2f6078099a6f4a480d239a8817ae39",
+ "sha256:27c219baf94952ae9d50ec19651a687b826792055353d07648a5695413e0c605",
+ "sha256:2a23af14f408d53d5e6cd4e3d9a24ff9e05906ad574822a10563efcef137979a",
+ "sha256:31fb708d9d7c3f49a60f04cf5b119aeefe5644daba1cd2a0fe389b674fd1de37",
+ "sha256:3415c89f9204ee60cd09b235810be700e993e343a408693e80ce7f6a40108029",
+ "sha256:3773c4d81e6e818df2efbc7dd77325ca0dcb688116050fb2b3011218eda36139",
+ "sha256:3b96a311ac60a3f6be21d2572e46ce67f09abcf4d09344c49274eb9e0bf345fc",
+ "sha256:3f7d084648d77af029acb79a0ff49a0ad7e9d09057a9bf46596dac9514dc07df",
+ "sha256:41d45de54cd277a7878919867c0f08b0cf817605e4eb94093e7516505d3c8d14",
+ "sha256:4238e6dab5d6a8ba812de994bbb0a79bddbdf80994e4ce802b6f6f3142fcc880",
+ "sha256:45db3a33139e9c8f7c09234b5784a5e33d31fd6907800b316decad50af323ff2",
+ "sha256:45e8636704eacc432a206ac7345a5d3d2c62d95a507ec70d62f23cd91770482a",
+ "sha256:4958391dbd6249d7ad855b9ca88fae690783a6be9e86df65865058ed81fc860e",
+ "sha256:4a306fa632e8f0928956a41fa8e1d6243c71e7eb59ffbd165fc0b41e316b2474",
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@@ -40,6 +295,51 @@
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@@ -49,6 +349,135 @@
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@@ -57,6 +486,540 @@
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@@ -75,6 +1038,85 @@
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+ "sha256:f44477ae29025d8ea87ec308539f95963ffdc31a82f42ca9deecf2d505242e72",
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+ "sha256:fd547ec596d90c8676e369dd8a581a21227fe9b4ad37d0dc7feb4ccf544c2d59"
+ ],
+ "markers": "python_version >= '3.6'",
+ "version": "==1.7.2"
+ },
+ "zipp": {
+ "hashes": [
+ "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
+ "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
+ ],
+ "markers": "python_version < '3.10'",
+ "version": "==3.7.0"
}
},
"develop": {
@@ -176,58 +1653,58 @@
},
"charset-normalizer": {
"hashes": [
- "sha256:2842d8f5e82a1f6aa437380934d5e1cd4fcf2003b06fed6940769c164a480a45",
- "sha256:98398a9d69ee80548c762ba991a4728bfc3836768ed226b3945908d1a688371c"
+ "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
+ "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
],
"markers": "python_version >= '3'",
- "version": "==2.0.11"
+ "version": "==2.0.12"
},
"coverage": {
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+ "sha256:dd6fe30bd519694b356cbfcaca9bd5c1737cddd20778c6a581ae20dc8c04def2",
+ "sha256:e5f4e1edcf57ce94e5475fe09e5afa3e3145081318e5fd1a43a6b4539a97e518",
+ "sha256:ec6bc7fe73a938933d4178c9b23c4e0568e43e220aef9472c4f6044bfc6dd0f0",
+ "sha256:f1555ea6d6da108e1999b2463ea1003fe03f29213e459145e70edbaf3e004aaa",
+ "sha256:f5fa5803f47e095d7ad8443d28b01d48c0359484fec1b9d8606d0e3282084bc4",
+ "sha256:f7331dbf301b7289013175087636bbaf5b2405e57259dd2c42fdcc9fcc47325e",
+ "sha256:f9987b0354b06d4df0f4d3e0ec1ae76d7ce7cbca9a2f98c25041eb79eec766f1",
+ "sha256:fd9e830e9d8d89b20ab1e5af09b32d33e1a08ef4c4e14411e559556fd788e6b2"
],
"index": "pypi",
- "version": "==6.3.1"
+ "version": "==6.3.2"
},
"docutils": {
"hashes": [
@@ -264,11 +1741,11 @@
},
"importlib-metadata": {
"hashes": [
- "sha256:899e2a40a8c4a1aec681feef45733de8a6c58f3f6a0dbed2eb6574b4387a77b6",
- "sha256:951f0d8a5b7260e9db5e41d429285b5f451e928479f19d80818878527d36e95e"
+ "sha256:b36ffa925fe3139b2f6ff11d6925ffd4fa7bc47870165e3ac260ac7b4f91e6ac",
+ "sha256:d16e8c1deb60de41b8e8ed21c1a7b947b0bc62fab7e1d470bcdf331cea2e6735"
],
- "markers": "python_version < '3.10'",
- "version": "==4.10.1"
+ "markers": "python_version < '3.9'",
+ "version": "==4.11.2"
},
"jinja2": {
"hashes": [
@@ -280,78 +1757,49 @@
},
"markupsafe": {
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- "sha256:0d4b31cc67ab36e3392bbf3862cfbadac3db12bdd8b02a2731f509ed5b829724",
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- "sha256:2ef54abee730b502252bcdf31b10dacb0a416229b72c18b19e24a4509f273d26",
- "sha256:36bc903cbb393720fad60fc28c10de6acf10dc6cc883f3e24ee4012371399a38",
- "sha256:37205cac2a79194e3750b0af2a5720d95f786a55ce7df90c3af697bfa100eaac",
- "sha256:3c112550557578c26af18a1ccc9e090bfe03832ae994343cfdacd287db6a6ae7",
- "sha256:3dd007d54ee88b46be476e293f48c85048603f5f516008bee124ddd891398ed6",
- "sha256:4296f2b1ce8c86a6aea78613c34bb1a672ea0e3de9c6ba08a960efe0b0a09047",
- "sha256:47ab1e7b91c098ab893b828deafa1203de86d0bc6ab587b160f78fe6c4011f75",
- "sha256:49e3ceeabbfb9d66c3aef5af3a60cc43b85c33df25ce03d0031a608b0a8b2e3f",
- "sha256:4dc8f9fb58f7364b63fd9f85013b780ef83c11857ae79f2feda41e270468dd9b",
- "sha256:4efca8f86c54b22348a5467704e3fec767b2db12fc39c6d963168ab1d3fc9135",
- "sha256:53edb4da6925ad13c07b6d26c2a852bd81e364f95301c66e930ab2aef5b5ddd8",
- "sha256:5855f8438a7d1d458206a2466bf82b0f104a3724bf96a1c781ab731e4201731a",
- "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a",
- "sha256:5b6d930f030f8ed98e3e6c98ffa0652bdb82601e7a016ec2ab5d7ff23baa78d1",
- "sha256:5bb28c636d87e840583ee3adeb78172efc47c8b26127267f54a9c0ec251d41a9",
- "sha256:60bf42e36abfaf9aff1f50f52644b336d4f0a3fd6d8a60ca0d054ac9f713a864",
- "sha256:611d1ad9a4288cf3e3c16014564df047fe08410e628f89805e475368bd304914",
- "sha256:6300b8454aa6930a24b9618fbb54b5a68135092bc666f7b06901f897fa5c2fee",
- "sha256:63f3268ba69ace99cab4e3e3b5840b03340efed0948ab8f78d2fd87ee5442a4f",
- "sha256:6557b31b5e2c9ddf0de32a691f2312a32f77cd7681d8af66c2692efdbef84c18",
- "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8",
- "sha256:6a7fae0dd14cf60ad5ff42baa2e95727c3d81ded453457771d02b7d2b3f9c0c2",
- "sha256:6c4ca60fa24e85fe25b912b01e62cb969d69a23a5d5867682dd3e80b5b02581d",
- "sha256:6fcf051089389abe060c9cd7caa212c707e58153afa2c649f00346ce6d260f1b",
- "sha256:7d91275b0245b1da4d4cfa07e0faedd5b0812efc15b702576d103293e252af1b",
- "sha256:89c687013cb1cd489a0f0ac24febe8c7a666e6e221b783e53ac50ebf68e45d86",
- "sha256:8d206346619592c6200148b01a2142798c989edcb9c896f9ac9722a99d4e77e6",
- "sha256:905fec760bd2fa1388bb5b489ee8ee5f7291d692638ea5f67982d968366bef9f",
- "sha256:97383d78eb34da7e1fa37dd273c20ad4320929af65d156e35a5e2d89566d9dfb",
- "sha256:984d76483eb32f1bcb536dc27e4ad56bba4baa70be32fa87152832cdd9db0833",
- "sha256:99df47edb6bda1249d3e80fdabb1dab8c08ef3975f69aed437cb69d0a5de1e28",
- "sha256:9f02365d4e99430a12647f09b6cc8bab61a6564363f313126f775eb4f6ef798e",
- "sha256:a30e67a65b53ea0a5e62fe23682cfe22712e01f453b95233b25502f7c61cb415",
- "sha256:ab3ef638ace319fa26553db0624c4699e31a28bb2a835c5faca8f8acf6a5a902",
- "sha256:aca6377c0cb8a8253e493c6b451565ac77e98c2951c45f913e0b52facdcff83f",
- "sha256:add36cb2dbb8b736611303cd3bfcee00afd96471b09cda130da3581cbdc56a6d",
- "sha256:b2f4bf27480f5e5e8ce285a8c8fd176c0b03e93dcc6646477d4630e83440c6a9",
- "sha256:b7f2d075102dc8c794cbde1947378051c4e5180d52d276987b8d28a3bd58c17d",
- "sha256:baa1a4e8f868845af802979fcdbf0bb11f94f1cb7ced4c4b8a351bb60d108145",
- "sha256:be98f628055368795d818ebf93da628541e10b75b41c559fdf36d104c5787066",
- "sha256:bf5d821ffabf0ef3533c39c518f3357b171a1651c1ff6827325e4489b0e46c3c",
- "sha256:c47adbc92fc1bb2b3274c4b3a43ae0e4573d9fbff4f54cd484555edbf030baf1",
- "sha256:cdfba22ea2f0029c9261a4bd07e830a8da012291fbe44dc794e488b6c9bb353a",
- "sha256:d6c7ebd4e944c85e2c3421e612a7057a2f48d478d79e61800d81468a8d842207",
- "sha256:d7f9850398e85aba693bb640262d3611788b1f29a79f0c93c565694658f4071f",
- "sha256:d8446c54dc28c01e5a2dbac5a25f071f6653e6e40f3a8818e8b45d790fe6ef53",
- "sha256:deb993cacb280823246a026e3b2d81c493c53de6acfd5e6bfe31ab3402bb37dd",
- "sha256:e0f138900af21926a02425cf736db95be9f4af72ba1bb21453432a07f6082134",
- "sha256:e9936f0b261d4df76ad22f8fee3ae83b60d7c3e871292cd42f40b81b70afae85",
- "sha256:f0567c4dc99f264f49fe27da5f735f414c4e7e7dd850cfd8e69f0862d7c74ea9",
- "sha256:f5653a225f31e113b152e56f154ccbe59eeb1c7487b39b9d9f9cdb58e6c79dc5",
- "sha256:f826e31d18b516f653fe296d967d700fddad5901ae07c622bb3705955e1faa94",
- "sha256:f8ba0e8349a38d3001fae7eadded3f6606f0da5d748ee53cc1dab1d6527b9509",
- "sha256:f9081981fe268bd86831e5c75f7de206ef275defcb82bc70740ae6dc507aee51",
- "sha256:fa130dd50c57d53368c9d59395cb5526eda596d3ffe36666cd81a44d56e48872"
+ "sha256:023af8c54fe63530545f70dd2a2a7eed18d07a9a77b94e8bf1e2ff7f252db9a3",
+ "sha256:09c86c9643cceb1d87ca08cdc30160d1b7ab49a8a21564868921959bd16441b8",
+ "sha256:142119fb14a1ef6d758912b25c4e803c3ff66920635c44078666fe7cc3f8f759",
+ "sha256:1d1fb9b2eec3c9714dd936860850300b51dbaa37404209c8d4cb66547884b7ed",
+ "sha256:204730fd5fe2fe3b1e9ccadb2bd18ba8712b111dcabce185af0b3b5285a7c989",
+ "sha256:24c3be29abb6b34052fd26fc7a8e0a49b1ee9d282e3665e8ad09a0a68faee5b3",
+ "sha256:290b02bab3c9e216da57c1d11d2ba73a9f73a614bbdcc027d299a60cdfabb11a",
+ "sha256:3028252424c72b2602a323f70fbf50aa80a5d3aa616ea6add4ba21ae9cc9da4c",
+ "sha256:30c653fde75a6e5eb814d2a0a89378f83d1d3f502ab710904ee585c38888816c",
+ "sha256:3cace1837bc84e63b3fd2dfce37f08f8c18aeb81ef5cf6bb9b51f625cb4e6cd8",
+ "sha256:4056f752015dfa9828dce3140dbadd543b555afb3252507348c493def166d454",
+ "sha256:454ffc1cbb75227d15667c09f164a0099159da0c1f3d2636aa648f12675491ad",
+ "sha256:598b65d74615c021423bd45c2bc5e9b59539c875a9bdb7e5f2a6b92dfcfc268d",
+ "sha256:599941da468f2cf22bf90a84f6e2a65524e87be2fce844f96f2dd9a6c9d1e635",
+ "sha256:5ddea4c352a488b5e1069069f2f501006b1a4362cb906bee9a193ef1245a7a61",
+ "sha256:62c0285e91414f5c8f621a17b69fc0088394ccdaa961ef469e833dbff64bd5ea",
+ "sha256:679cbb78914ab212c49c67ba2c7396dc599a8479de51b9a87b174700abd9ea49",
+ "sha256:6e104c0c2b4cd765b4e83909cde7ec61a1e313f8a75775897db321450e928cce",
+ "sha256:736895a020e31b428b3382a7887bfea96102c529530299f426bf2e636aacec9e",
+ "sha256:75bb36f134883fdbe13d8e63b8675f5f12b80bb6627f7714c7d6c5becf22719f",
+ "sha256:7d2f5d97fcbd004c03df8d8fe2b973fe2b14e7bfeb2cfa012eaa8759ce9a762f",
+ "sha256:80beaf63ddfbc64a0452b841d8036ca0611e049650e20afcb882f5d3c266d65f",
+ "sha256:84ad5e29bf8bab3ad70fd707d3c05524862bddc54dc040982b0dbcff36481de7",
+ "sha256:8da5924cb1f9064589767b0f3fc39d03e3d0fb5aa29e0cb21d43106519bd624a",
+ "sha256:961eb86e5be7d0973789f30ebcf6caab60b844203f4396ece27310295a6082c7",
+ "sha256:96de1932237abe0a13ba68b63e94113678c379dca45afa040a17b6e1ad7ed076",
+ "sha256:a0a0abef2ca47b33fb615b491ce31b055ef2430de52c5b3fb19a4042dbc5cadb",
+ "sha256:b2a5a856019d2833c56a3dcac1b80fe795c95f401818ea963594b345929dffa7",
+ "sha256:b8811d48078d1cf2a6863dafb896e68406c5f513048451cd2ded0473133473c7",
+ "sha256:c532d5ab79be0199fa2658e24a02fce8542df196e60665dd322409a03db6a52c",
+ "sha256:d3b64c65328cb4cd252c94f83e66e3d7acf8891e60ebf588d7b493a55a1dbf26",
+ "sha256:d4e702eea4a2903441f2735799d217f4ac1b55f7d8ad96ab7d4e25417cb0827c",
+ "sha256:d5653619b3eb5cbd35bfba3c12d575db2a74d15e0e1c08bf1db788069d410ce8",
+ "sha256:d66624f04de4af8bbf1c7f21cc06649c1c69a7f84109179add573ce35e46d448",
+ "sha256:e67ec74fada3841b8c5f4c4f197bea916025cb9aa3fe5abf7d52b655d042f956",
+ "sha256:e6f7f3f41faffaea6596da86ecc2389672fa949bd035251eab26dc6697451d05",
+ "sha256:f02cf7221d5cd915d7fa58ab64f7ee6dd0f6cddbb48683debf5d04ae9b1c2cc1",
+ "sha256:f0eddfcabd6936558ec020130f932d479930581171368fd728efcfb6ef0dd357",
+ "sha256:fabbe18087c3d33c5824cb145ffca52eccd053061df1d79d4b66dafa5ad2a5ea",
+ "sha256:fc3150f85e2dbcf99e65238c842d1cfe69d3e7649b19864c1cc043213d9cd730"
],
- "markers": "python_version >= '3.6'",
- "version": "==2.0.1"
+ "markers": "python_version >= '3.7'",
+ "version": "==2.1.0"
},
"mccabe": {
"hashes": [
@@ -491,7 +1939,7 @@
"sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
"sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
],
- "markers": "python_version >= '3.7'",
+ "markers": "python_version < '3.10'",
"version": "==3.7.0"
}
}
diff --git a/notebooks/Repo_Analysis.ipynb b/notebooks/Repo_Analysis.ipynb
index 737a39a..8f06c84 100644
--- a/notebooks/Repo_Analysis.ipynb
+++ b/notebooks/Repo_Analysis.ipynb
@@ -37,6 +37,8 @@
"import warnings\n",
"import trino\n",
"from s3_communication import S3Communication\n",
+ "from github import Github\n",
+ "import pandas as pd\n",
"\n",
"warnings.filterwarnings(\"ignore\")\n",
"load_dotenv(find_dotenv())"
@@ -52,63 +54,43 @@
"## Create a .env file on your local with the correct configs\n",
"REPO = os.getenv(\"REPO\")\n",
"ORG = os.getenv(\"ORG\")\n",
+ "SIG = os.getenv(\"SIG\")\n",
"GITHUB_ACCESS_TOKEN = os.getenv(\"GITHUB_ACCESS_TOKEN\")\n",
"s3_endpoint_url = os.getenv(\"S3_ENDPOINT\")\n",
"aws_access_key_id = os.getenv(\"S3_ACCESS_KEY\")\n",
"aws_secret_access_key = os.getenv(\"S3_SECRET_KEY\")\n",
- "s3_bucket = os.getenv(\"S3_BUCKET\")"
+ "s3_bucket = os.getenv(\"S3_BUCKET\")\n",
+ "repo_slug = f\"{ORG}/{REPO}\""
]
},
{
"cell_type": "code",
"execution_count": 3,
- "id": "f85e435f-ac52-46a7-bc89-911d44c59d97",
+ "id": "479ac8ce-ee25-4266-91c7-09e5b018bac9",
"metadata": {},
"outputs": [],
"source": [
- "# init s3 connector\n",
- "s3c = S3Communication(\n",
- " s3_endpoint_url, aws_access_key_id, aws_secret_access_key, s3_bucket\n",
- ")"
+ "# Note: The GitHub access token needs to be exported before importing the srcopmetrics package (current bug)\n",
+ "from srcopsmetrics.entities.issue import Issue # noqa: E402\n",
+ "from srcopsmetrics.entities.pull_request import PullRequest # noqa: E402"
]
},
{
"cell_type": "code",
"execution_count": 4,
- "id": "11d4c8ee-b5bb-4917-9721-2f3eaa5983b4",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "'os-climate/aicoe-osc-demo'"
- ]
- },
- "execution_count": 4,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "repo_slug = f\"{ORG}/{REPO}\"\n",
- "repo_slug"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "id": "3621064e-c067-4cb8-ac6a-f998275cf78f",
+ "id": "f85e435f-ac52-46a7-bc89-911d44c59d97",
"metadata": {},
"outputs": [],
"source": [
- "# Note: The GitHub access token needs to be exported before importing the srcopmetrics package (current bug)\n",
- "from srcopsmetrics.entities.issue import Issue # noqa: E402\n",
- "from srcopsmetrics.entities.pull_request import PullRequest # noqa: E402"
+ "# init s3 connector\n",
+ "s3c = S3Communication(\n",
+ " s3_endpoint_url, aws_access_key_id, aws_secret_access_key, s3_bucket\n",
+ ")"
]
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 5,
"id": "c0050913-d122-4020-a1ce-2ef83a56fdee",
"metadata": {},
"outputs": [
@@ -117,7 +99,7 @@
"output_type": "stream",
"text": [
"INFO:srcopsmetrics.github_knowledge:Overall repositories found: 1\n",
- "INFO:srcopsmetrics.bot_knowledge:######################## Analysing os-climate/aicoe-osc-demo ########################\n",
+ "INFO:srcopsmetrics.bot_knowledge:######################## Analysing open-services-group/metrics ########################\n",
"\n",
"INFO:srcopsmetrics.bot_knowledge:########################\n",
"INFO:srcopsmetrics.bot_knowledge:Detected entities:\n",
@@ -126,79 +108,49 @@
"INFO:srcopsmetrics.bot_knowledge:Issue inspection\n",
"INFO:srcopsmetrics.entities.tools.storage:Loading knowledge locally\n",
"INFO:srcopsmetrics.entities.tools.storage:Data from file %s loaded\n",
- "INFO:srcopsmetrics.entities.interface:Found previous Issue knowledge for os-climate/aicoe-osc-demo with 77 records\n",
+ "INFO:srcopsmetrics.entities.interface:Found previous Issue knowledge for open-services-group/metrics with 7 records\n",
"INFO:srcopsmetrics.iterator:-------------Issue Analysis-------------\n",
- "100%|████████████████████| 133/133 [00:17<00:00, 7.55it/s, RATE remaining=4914]\n",
- "INFO:srcopsmetrics.entities.interface:Nothing to store.\n",
- "INFO:srcopsmetrics.entities.interface:\n",
- "\n",
+ "100%|██████████████████████| 24/24 [00:09<00:00, 2.57it/s, RATE remaining=4878]\n",
+ "INFO:srcopsmetrics.entities.interface:Knowledge file Issue.json\n",
+ "INFO:srcopsmetrics.entities.interface:new 11 entities\n",
+ "INFO:srcopsmetrics.entities.interface:(overall 18 entities)\n",
+ "INFO:srcopsmetrics.entities.interface:Saved locally at /opt/app-root/src/metrics/notebooks/srcopsmetrics/bot_knowledge/open-services-group/metrics/Issue.json\n",
"INFO:srcopsmetrics.bot_knowledge:\n",
"\n",
"INFO:srcopsmetrics.bot_knowledge:PullRequest inspection\n",
"INFO:srcopsmetrics.entities.tools.storage:Loading knowledge locally\n",
"INFO:srcopsmetrics.entities.tools.storage:Data from file %s loaded\n",
- "INFO:srcopsmetrics.entities.interface:Found previous PullRequest knowledge for os-climate/aicoe-osc-demo with 56 records\n",
+ "INFO:srcopsmetrics.entities.interface:No previous knowledge of type PullRequest found\n",
"INFO:srcopsmetrics.iterator:-------------PullRequest Analysis-------------\n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #133 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #130 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #129 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #126 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #124 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #123 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #119 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #117 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #116 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #114 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #112 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #108 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #107 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #104 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #103 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #101 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #98 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #89 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #86 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #85 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #83 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #82 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #81 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #77 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #76 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #75 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #74 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #73 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #71 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #70 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #67 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #66 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #65 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #64 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #63 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #62 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #55 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #53 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #50 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #47 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #46 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #42 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #41 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #37 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #36 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #35 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #34 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #33 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #31 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #30 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #27 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #21 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #16 \n",
+ "INFO:srcopsmetrics.entities.pull_request:Extracting PR #20 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 1/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 2/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 3/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 4/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 5/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 6/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 7/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 8/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 9/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 10/10 \n",
+ "INFO:srcopsmetrics.entities.pull_request:Extracting PR #17 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 1/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 2/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 3/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 4/4 \n",
"INFO:srcopsmetrics.entities.pull_request:Extracting PR #15 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #2 \n",
- "INFO:srcopsmetrics.entities.pull_request:Extracting PR #1 \n",
- "100%|██████████████████████| 56/56 [00:04<00:00, 12.69it/s, RATE remaining=4911]\n",
- "INFO:srcopsmetrics.entities.interface:Nothing to store.\n",
- "INFO:srcopsmetrics.entities.interface:\n",
- "\n",
+ "INFO:srcopsmetrics.entities.pull_request:Extracting PR #14 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 1/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 2/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 3/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request: -analysing review no. 4/4 \n",
+ "INFO:srcopsmetrics.entities.pull_request:Extracting PR #12 \n",
+ "INFO:srcopsmetrics.entities.pull_request:Extracting PR #11 \n",
+ "100%|████████████████████████| 6/6 [00:09<00:00, 1.58s/it, RATE remaining=4827]\n",
+ "INFO:srcopsmetrics.entities.interface:Knowledge file PullRequest.json\n",
+ "INFO:srcopsmetrics.entities.interface:new 6 entities\n",
+ "INFO:srcopsmetrics.entities.interface:(overall 6 entities)\n",
+ "INFO:srcopsmetrics.entities.interface:Saved locally at /opt/app-root/src/metrics/notebooks/srcopsmetrics/bot_knowledge/open-services-group/metrics/PullRequest.json\n",
"INFO:srcopsmetrics.bot_knowledge:\n",
"\n"
]
@@ -221,180 +173,9 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 6,
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- "outputs": [
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\n",
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- " andraNew | \n",
- " 2022-01-13 11:27:54 | \n",
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- " {'andraNew': 123, 'erikerlandson': 90, 'chauha... | \n",
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- "132 Rerun NLP demo on the new cluster \n",
- "131 Use physical-landing bucket for NLP demo \n",
- "128 Prepare GPU image for training teacher network... \n",
- "127 Value Error related to S3 in demo2 notebook \n",
- "125 Create Jupyterbook \n",
- "\n",
- " body created_by \\\n",
- "id \n",
- "132 The new dev cluster with a bigger GPU is up ([... Shreyanand \n",
- "131 As an effort to decouple data owned by Trino, ... Shreyanand \n",
- "128 **Is your feature request related to a problem... pacospace \n",
- "127 Value Error related to S3 at Import in when ru... andraNew \n",
- "125 Add _toc.yaml and _config.yml for the repo and... oindrillac \n",
- "\n",
- " created_at closed_by closed_at \\\n",
- "id \n",
- "132 2022-02-24 16:12:24 None NaT \n",
- "131 2022-02-24 15:57:35 None NaT \n",
- "128 2022-02-10 16:16:08 erikerlandson 2022-02-17 16:09:37 \n",
- "127 2022-01-07 16:17:07 andraNew 2022-01-13 11:27:54 \n",
- "125 2021-12-17 13:09:41 oindrillac 2021-12-20 13:23:13 \n",
- "\n",
- " labels \\\n",
- "id \n",
- "132 {} \n",
- "131 {'enhancement': {'color': 'a2eeef', 'labeled_a... \n",
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- "127 {'bug': {'color': 'd73a4a', 'labeled_at': 1641... \n",
- "125 {} \n",
- "\n",
- " interactions \n",
- "id \n",
- "132 {} \n",
- "131 {} \n",
- "128 {'pacospace': 8} \n",
- "127 {'andraNew': 123, 'erikerlandson': 90, 'chauha... \n",
- "125 {} "
- ]
- },
- "execution_count": 7,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "issue = Issue(repo_slug)\n",
- "issue_df = issue.load_previous_knowledge(is_local=True)\n",
- "issue_df.head()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "id": "ecc6718e-9b65-4246-a89d-5ea1caf52f47",
- "metadata": {},
- "outputs": [],
- "source": [
- "issue_df = issue_df.reset_index()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "id": "74f8831a-fc80-4fb7-b20d-d3ef158c308a",
- "metadata": {},
"outputs": [
{
"data": {
@@ -431,61 +212,61 @@
" \n",
" \n",
" 0 | \n",
- " 132 | \n",
- " Rerun NLP demo on the new cluster | \n",
- " The new dev cluster with a bigger GPU is up ([... | \n",
- " Shreyanand | \n",
- " 2022-02-24 16:12:24 | \n",
- " None | \n",
- " NaT | \n",
- " {} | \n",
+ " 13 | \n",
+ " Collect metrics for all sub-projects in the OS... | \n",
+ " Collect GitHub data using the MI tool i.e issu... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:55:37.949 | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:58:32.352 | \n",
" {} | \n",
+ " {'oindrillac': 128, 'hemajv': 170, 'MichaelCli... | \n",
"
\n",
" \n",
" 1 | \n",
- " 131 | \n",
- " Use physical-landing bucket for NLP demo | \n",
- " As an effort to decouple data owned by Trino, ... | \n",
+ " 10 | \n",
+ " Spike: Define OKR completion | \n",
+ " This issue is created to discuss different app... | \n",
" Shreyanand | \n",
- " 2022-02-24 15:57:35 | \n",
+ " 1970-01-20 00:44:17.165 | \n",
" None | \n",
" NaT | \n",
- " {'enhancement': {'color': 'a2eeef', 'labeled_a... | \n",
" {} | \n",
+ " {'MichaelClifford': 33, 'Shreyanand': 104, 'he... | \n",
"
\n",
" \n",
" 2 | \n",
- " 128 | \n",
- " Prepare GPU image for training teacher network... | \n",
- " **Is your feature request related to a problem... | \n",
- " pacospace | \n",
- " 2022-02-10 16:16:08 | \n",
- " erikerlandson | \n",
- " 2022-02-17 16:09:37 | \n",
- " {'enhancement': {'color': 'a2eeef', 'labeled_a... | \n",
- " {'pacospace': 8} | \n",
+ " 9 | \n",
+ " Project workflow diagram | \n",
+ " Create an architecture diagram describing the ... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:44:16.319 | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:55:56.040 | \n",
+ " {} | \n",
+ " {'oindrillac': 30, 'hemajv': 39, 'MichaelCliff... | \n",
"
\n",
" \n",
" 3 | \n",
- " 127 | \n",
- " Value Error related to S3 in demo2 notebook | \n",
- " Value Error related to S3 at Import in when ru... | \n",
- " andraNew | \n",
- " 2022-01-07 16:17:07 | \n",
- " andraNew | \n",
- " 2022-01-13 11:27:54 | \n",
- " {'bug': {'color': 'd73a4a', 'labeled_at': 1641... | \n",
- " {'andraNew': 123, 'erikerlandson': 90, 'chauha... | \n",
+ " 8 | \n",
+ " Update Readme | \n",
+ " Update the Readme to reflect project goals, re... | \n",
+ " Shreyanand | \n",
+ " 1970-01-20 00:44:14.140 | \n",
+ " sesheta | \n",
+ " 1970-01-20 00:55:55.068 | \n",
+ " {} | \n",
+ " {} | \n",
"
\n",
" \n",
" 4 | \n",
- " 125 | \n",
- " Create Jupyterbook | \n",
- " Add _toc.yaml and _config.yml for the repo and... | \n",
- " oindrillac | \n",
- " 2021-12-17 13:09:41 | \n",
- " oindrillac | \n",
- " 2021-12-20 13:23:13 | \n",
+ " 7 | \n",
+ " [EPIC] Visualization | \n",
+ " Create dashboards/reports to visualize metrics... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:38:36.285 | \n",
+ " None | \n",
+ " NaT | \n",
" {} | \n",
" {} | \n",
"
\n",
@@ -494,54 +275,50 @@
""
],
"text/plain": [
- " id title \\\n",
- "0 132 Rerun NLP demo on the new cluster \n",
- "1 131 Use physical-landing bucket for NLP demo \n",
- "2 128 Prepare GPU image for training teacher network... \n",
- "3 127 Value Error related to S3 in demo2 notebook \n",
- "4 125 Create Jupyterbook \n",
+ " id title \\\n",
+ "0 13 Collect metrics for all sub-projects in the OS... \n",
+ "1 10 Spike: Define OKR completion \n",
+ "2 9 Project workflow diagram \n",
+ "3 8 Update Readme \n",
+ "4 7 [EPIC] Visualization \n",
"\n",
" body created_by \\\n",
- "0 The new dev cluster with a bigger GPU is up ([... Shreyanand \n",
- "1 As an effort to decouple data owned by Trino, ... Shreyanand \n",
- "2 **Is your feature request related to a problem... pacospace \n",
- "3 Value Error related to S3 at Import in when ru... andraNew \n",
- "4 Add _toc.yaml and _config.yml for the repo and... oindrillac \n",
- "\n",
- " created_at closed_by closed_at \\\n",
- "0 2022-02-24 16:12:24 None NaT \n",
- "1 2022-02-24 15:57:35 None NaT \n",
- "2 2022-02-10 16:16:08 erikerlandson 2022-02-17 16:09:37 \n",
- "3 2022-01-07 16:17:07 andraNew 2022-01-13 11:27:54 \n",
- "4 2021-12-17 13:09:41 oindrillac 2021-12-20 13:23:13 \n",
+ "0 Collect GitHub data using the MI tool i.e issu... hemajv \n",
+ "1 This issue is created to discuss different app... Shreyanand \n",
+ "2 Create an architecture diagram describing the ... hemajv \n",
+ "3 Update the Readme to reflect project goals, re... Shreyanand \n",
+ "4 Create dashboards/reports to visualize metrics... hemajv \n",
"\n",
- " labels \\\n",
- "0 {} \n",
- "1 {'enhancement': {'color': 'a2eeef', 'labeled_a... \n",
- "2 {'enhancement': {'color': 'a2eeef', 'labeled_a... \n",
- "3 {'bug': {'color': 'd73a4a', 'labeled_at': 1641... \n",
- "4 {} \n",
+ " created_at closed_by closed_at labels \\\n",
+ "0 1970-01-20 00:55:37.949 hemajv 1970-01-20 00:58:32.352 {} \n",
+ "1 1970-01-20 00:44:17.165 None NaT {} \n",
+ "2 1970-01-20 00:44:16.319 hemajv 1970-01-20 00:55:56.040 {} \n",
+ "3 1970-01-20 00:44:14.140 sesheta 1970-01-20 00:55:55.068 {} \n",
+ "4 1970-01-20 00:38:36.285 None NaT {} \n",
"\n",
" interactions \n",
- "0 {} \n",
- "1 {} \n",
- "2 {'pacospace': 8} \n",
- "3 {'andraNew': 123, 'erikerlandson': 90, 'chauha... \n",
+ "0 {'oindrillac': 128, 'hemajv': 170, 'MichaelCli... \n",
+ "1 {'MichaelClifford': 33, 'Shreyanand': 104, 'he... \n",
+ "2 {'oindrillac': 30, 'hemajv': 39, 'MichaelCliff... \n",
+ "3 {} \n",
"4 {} "
]
},
- "execution_count": 9,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
+ "issue = Issue(repo_slug)\n",
+ "issue_df = issue.load_previous_knowledge(is_local=True)\n",
+ "issue_df = issue_df.reset_index()\n",
"issue_df.head()"
]
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 7,
"id": "1d6ee917-2aae-4838-ba43-89c9c5957886",
"metadata": {},
"outputs": [
@@ -580,99 +357,99 @@
" \n",
" \n",
" 0 | \n",
- " 132 | \n",
- " Rerun NLP demo on the new cluster | \n",
- " The new dev cluster with a bigger GPU is up ([... | \n",
- " Shreyanand | \n",
- " 2022-02-24 16:12:24 | \n",
- " None | \n",
- " NaT | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " 13 | \n",
+ " Collect metrics for all sub-projects in the OS... | \n",
+ " Collect GitHub data using the MI tool i.e issu... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:55:37.949 | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:58:32.352 | \n",
+ " open-services-group | \n",
+ " metrics | \n",
"
\n",
" \n",
" 1 | \n",
- " 131 | \n",
- " Use physical-landing bucket for NLP demo | \n",
- " As an effort to decouple data owned by Trino, ... | \n",
+ " 10 | \n",
+ " Spike: Define OKR completion | \n",
+ " This issue is created to discuss different app... | \n",
" Shreyanand | \n",
- " 2022-02-24 15:57:35 | \n",
+ " 1970-01-20 00:44:17.165 | \n",
" None | \n",
" NaT | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " open-services-group | \n",
+ " metrics | \n",
"
\n",
" \n",
" 2 | \n",
- " 128 | \n",
- " Prepare GPU image for training teacher network... | \n",
- " **Is your feature request related to a problem... | \n",
- " pacospace | \n",
- " 2022-02-10 16:16:08 | \n",
- " erikerlandson | \n",
- " 2022-02-17 16:09:37 | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " 9 | \n",
+ " Project workflow diagram | \n",
+ " Create an architecture diagram describing the ... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:44:16.319 | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:55:56.040 | \n",
+ " open-services-group | \n",
+ " metrics | \n",
"
\n",
" \n",
" 3 | \n",
- " 127 | \n",
- " Value Error related to S3 in demo2 notebook | \n",
- " Value Error related to S3 at Import in when ru... | \n",
- " andraNew | \n",
- " 2022-01-07 16:17:07 | \n",
- " andraNew | \n",
- " 2022-01-13 11:27:54 | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " 8 | \n",
+ " Update Readme | \n",
+ " Update the Readme to reflect project goals, re... | \n",
+ " Shreyanand | \n",
+ " 1970-01-20 00:44:14.140 | \n",
+ " sesheta | \n",
+ " 1970-01-20 00:55:55.068 | \n",
+ " open-services-group | \n",
+ " metrics | \n",
"
\n",
" \n",
" 4 | \n",
- " 125 | \n",
- " Create Jupyterbook | \n",
- " Add _toc.yaml and _config.yml for the repo and... | \n",
- " oindrillac | \n",
- " 2021-12-17 13:09:41 | \n",
- " oindrillac | \n",
- " 2021-12-20 13:23:13 | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " 7 | \n",
+ " [EPIC] Visualization | \n",
+ " Create dashboards/reports to visualize metrics... | \n",
+ " hemajv | \n",
+ " 1970-01-20 00:38:36.285 | \n",
+ " None | \n",
+ " NaT | \n",
+ " open-services-group | \n",
+ " metrics | \n",
"
\n",
" \n",
"\n",
""
],
"text/plain": [
- " id title \\\n",
- "0 132 Rerun NLP demo on the new cluster \n",
- "1 131 Use physical-landing bucket for NLP demo \n",
- "2 128 Prepare GPU image for training teacher network... \n",
- "3 127 Value Error related to S3 in demo2 notebook \n",
- "4 125 Create Jupyterbook \n",
+ " id title \\\n",
+ "0 13 Collect metrics for all sub-projects in the OS... \n",
+ "1 10 Spike: Define OKR completion \n",
+ "2 9 Project workflow diagram \n",
+ "3 8 Update Readme \n",
+ "4 7 [EPIC] Visualization \n",
"\n",
" body created_by \\\n",
- "0 The new dev cluster with a bigger GPU is up ([... Shreyanand \n",
- "1 As an effort to decouple data owned by Trino, ... Shreyanand \n",
- "2 **Is your feature request related to a problem... pacospace \n",
- "3 Value Error related to S3 at Import in when ru... andraNew \n",
- "4 Add _toc.yaml and _config.yml for the repo and... oindrillac \n",
+ "0 Collect GitHub data using the MI tool i.e issu... hemajv \n",
+ "1 This issue is created to discuss different app... Shreyanand \n",
+ "2 Create an architecture diagram describing the ... hemajv \n",
+ "3 Update the Readme to reflect project goals, re... Shreyanand \n",
+ "4 Create dashboards/reports to visualize metrics... hemajv \n",
"\n",
- " created_at closed_by closed_at org \\\n",
- "0 2022-02-24 16:12:24 None NaT os-climate \n",
- "1 2022-02-24 15:57:35 None NaT os-climate \n",
- "2 2022-02-10 16:16:08 erikerlandson 2022-02-17 16:09:37 os-climate \n",
- "3 2022-01-07 16:17:07 andraNew 2022-01-13 11:27:54 os-climate \n",
- "4 2021-12-17 13:09:41 oindrillac 2021-12-20 13:23:13 os-climate \n",
+ " created_at closed_by closed_at \\\n",
+ "0 1970-01-20 00:55:37.949 hemajv 1970-01-20 00:58:32.352 \n",
+ "1 1970-01-20 00:44:17.165 None NaT \n",
+ "2 1970-01-20 00:44:16.319 hemajv 1970-01-20 00:55:56.040 \n",
+ "3 1970-01-20 00:44:14.140 sesheta 1970-01-20 00:55:55.068 \n",
+ "4 1970-01-20 00:38:36.285 None NaT \n",
"\n",
- " repo \n",
- "0 aicoe-osc-demo \n",
- "1 aicoe-osc-demo \n",
- "2 aicoe-osc-demo \n",
- "3 aicoe-osc-demo \n",
- "4 aicoe-osc-demo "
+ " org repo \n",
+ "0 open-services-group metrics \n",
+ "1 open-services-group metrics \n",
+ "2 open-services-group metrics \n",
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+ "4 open-services-group metrics "
]
},
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+ "execution_count": 7,
"metadata": {},
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@@ -689,27 +466,27 @@
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+ " 'x-amz-request-id': 'tx00000000000000007b9c8-00622a6baa-bd9943-ocs-storagecluster-cephobjectstore',\n",
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@@ -735,7 +512,7 @@
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"metadata": {},
"outputs": [
@@ -760,6 +537,7 @@
" \n",
" \n",
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+ " id | \n",
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- " L | \n",
- " Shreyanand | \n",
- " 2022-02-28 21:18:36 | \n",
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+ " sesheta | \n",
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+ " 2 | \n",
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+ " {'899535619': {'author': 'MichaelClifford', 'w... | \n",
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- " None | \n",
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\n",
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+ " 1 | \n",
+ " 17 | \n",
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+ " {'892912080': {'author': 'Shreyanand', 'words_... | \n",
+ " [lgtm, size/XXL, approved] | \n",
+ " [1655de6634ab9f2676844929f3ef8bf7f60384ef] | \n",
+ " [.pre-commit-config.yaml, docs/conf.py, notebo... | \n",
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" NaT | \n",
"
\n",
" \n",
- " 130 | \n",
- " Fix gpu manifests builds | \n",
- " Signed-off-by: Francesco Murdaca <fmurdaca@red... | \n",
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- " pacospace | \n",
- " 2022-02-22 09:31:00 | \n",
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+ " 15 | \n",
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" NaT | \n",
" None | \n",
" 1 | \n",
" 1 | \n",
+ " {'sesheta': 202, 'khebhut[bot]': 12} | \n",
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- " [d87b0a45185451072c2fef554024a273ed8985a3] | \n",
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" NaT | \n",
" NaT | \n",
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\n",
" \n",
- " 129 | \n",
- " Add manifests for GPU image build | \n",
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\n",
- " \n",
- " 126 | \n",
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- " closes #125 \\r\\ncloses #110 \\r\\n\\r\\nJupyterBoo... | \n",
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" M | \n",
- " oindrillac | \n",
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- " 2021-12-20 13:23:14 | \n",
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- " MichaelClifford | \n",
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- " MichaelClifford | \n",
+ " 4 | \n",
+ " 12 | \n",
+ " Update OWNERS | \n",
+ " cc @Shreyanand | \n",
+ " S | \n",
+ " hemajv | \n",
+ " 2022-02-09 18:07:46 | \n",
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+ " 2022-02-14 15:59:37 | \n",
+ " sesheta | \n",
" 1 | \n",
" 1 | \n",
- " {'MichaelClifford': 1} | \n",
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+ " [size/S, approved] | \n",
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+ " [OWNERS] | \n",
" NaT | \n",
" NaT | \n",
"
\n",
@@ -912,80 +674,78 @@
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],
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- " title \\\n",
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- "130 Fix gpu manifests builds \n",
- "129 Add manifests for GPU image build \n",
- "126 Updated documentation \n",
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+ " id title \\\n",
+ "0 20 Add repo analysis notebook \n",
+ "1 17 Add GitHub data analysis notebook \n",
+ "2 15 Automatic update of dependencies by Kebechet f... \n",
+ "3 14 Update README \n",
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- " L | \n",
- " Shreyanand | \n",
- " 2022-02-28 21:18:36 | \n",
- " NaT | \n",
- " None | \n",
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+ " Add repo analysis notebook | \n",
+ " Adding a repo analysis template notebook\\r\\n\\r... | \n",
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+ " 1 | \n",
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+ " 2022-03-03 21:28:32 | \n",
" NaT | \n",
- " None | \n",
+ " open-services-group | \n",
+ " metrics | \n",
+ "
\n",
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+ " 1 | \n",
+ " 17 | \n",
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+ " 2022-02-17 19:17:47 | \n",
+ " 2022-02-25 16:46:44 | \n",
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" NaT | \n",
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\n",
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- " os-climate | \n",
- " aicoe-osc-demo | \n",
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- " 2021-12-15 12:57:35 | \n",
- " MichaelClifford | \n",
- " 1 | \n",
- " 1 | \n",
- " NaT | \n",
- " NaT | \n",
- " os-climate | \n",
- " aicoe-osc-demo | \n",
+ " 20644735935 | \n",
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+ " Shreyanand | \n",
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- " id title \\\n",
- "0 133 [WIP] Add move data util nb and update config \n",
- "1 130 Fix gpu manifests builds \n",
- "2 129 Add manifests for GPU image build \n",
- "3 126 Updated documentation \n",
- "4 124 Update README \n",
- "\n",
- " body size created_by \\\n",
- "0 # Related issues\\r\\n#131 #132 \\r\\n\\r\\nThis PR ... L Shreyanand \n",
- "1 Signed-off-by: Francesco Murdaca \n",
+ "\n",
+ "\n",
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+ " \n",
+ " | \n",
+ " title | \n",
+ " body | \n",
+ " created_by | \n",
+ " created_at | \n",
+ " closed_by | \n",
+ " closed_at | \n",
+ " labels | \n",
+ " interactions | \n",
+ " id | \n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 | \n",
+ " Prepare GPU image for training teacher network... | \n",
+ " **Is your feature request related to a problem... | \n",
+ " pacospace | \n",
+ " 1644527768 | \n",
+ " None | \n",
+ " None | \n",
+ " {'enhancement': {'color': 'a2eeef', 'labeled_a... | \n",
+ " {'pacospace': 8} | \n",
+ " 128 | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " Value Error related to S3 in demo2 notebook | \n",
+ " Value Error related to S3 at Import in when ru... | \n",
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+ " {'bug': {'color': 'd73a4a', 'labeled_at': 1641... | \n",
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+ " 127 | \n",
+ "
\n",
+ " \n",
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+ " Create Jupyterbook | \n",
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\n",
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+ " Use overlays for building images | \n",
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+ ],
+ "text/plain": [
+ " title \\\n",
+ "0 Prepare GPU image for training teacher network... \n",
+ "1 Value Error related to S3 in demo2 notebook \n",
+ "2 Create Jupyterbook \n",
+ "3 Should we state which base image tag is used i... \n",
+ "4 Use overlays for building images \n",
+ "\n",
+ " body created_by \\\n",
+ "0 **Is your feature request related to a problem... pacospace \n",
+ "1 Value Error related to S3 at Import in when ru... andraNew \n",
+ "2 Add _toc.yaml and _config.yml for the repo and... oindrillac \n",
+ "3 See: https://github.com/os-climate/aicoe-osc-d... pacospace \n",
+ "4 **Is your feature request related to a problem... chauhankaranraj \n",
+ "\n",
+ " created_at closed_by closed_at \\\n",
+ "0 1644527768 None None \n",
+ "1 1641590227 andraNew 1642091274 \n",
+ "2 1639764581 oindrillac 1640024593 \n",
+ "3 1639086094 MichaelClifford 1639189607 \n",
+ "4 1639077221 None None \n",
+ "\n",
+ " labels \\\n",
+ "0 {'enhancement': {'color': 'a2eeef', 'labeled_a... \n",
+ "1 {'bug': {'color': 'd73a4a', 'labeled_at': 1641... \n",
+ "2 {} \n",
+ "3 {} \n",
+ "4 {'enhancement': {'color': 'a2eeef', 'labeled_a... \n",
+ "\n",
+ " interactions id \n",
+ "0 {'pacospace': 8} 128 \n",
+ "1 {'andraNew': 123, 'erikerlandson': 90, 'chauha... 127 \n",
+ "2 {} 125 \n",
+ "3 {'chauhankaranraj': 71, 'pacospace': 39} 122 \n",
+ "4 {'pacospace': 19, 'chauhankaranraj': 40} 121 "
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "issues_df = read_data_from_ceph(\n",
+ " f\"{s3_path}/srcopsmetrics/bot_knowledge/{repo_slug}/Issue.json\"\n",
+ ")\n",
+ "issues_df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "6f75f8db-ff0e-4c7b-b7cc-2bba9a6e2220",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Getting dataset from Ceph\n"
+ ]
+ },
+ {
+ "data": {
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+ " 3 | \n",
+ " Use specific versions instead of latest for im... | \n",
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+ " 1639094750 | \n",
+ " 1639189607 | \n",
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+ " 1639094897 | \n",
+ " 123 | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " Finalize Demo 2 readme | \n",
+ " This PR adds Superset dashboard link to the Re... | \n",
+ " XS | \n",
+ " Shreyanand | \n",
+ " 1638982645 | \n",
+ " 1639079020 | \n",
+ " MichaelClifford | \n",
+ " 1639079020 | \n",
+ " MichaelClifford | \n",
+ " 1 | \n",
+ " 1 | \n",
+ " {'MichaelClifford': 1} | \n",
+ " {'827649205': {'author': 'chauhankaranraj', 'w... | \n",
+ " [] | \n",
+ " [ce265997ec1e5bf368d804f571e660edb261a77a] | \n",
+ " [notebooks/demo2/README.md] | \n",
+ " 1639072873 | \n",
+ " 1639072873 | \n",
+ " 119 | \n",
+ "
\n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " title \\\n",
+ "0 Add manifests for GPU image build \n",
+ "1 Updated documentation \n",
+ "2 Update README \n",
+ "3 Use specific versions instead of latest for im... \n",
+ "4 Finalize Demo 2 readme \n",
+ "\n",
+ " body size created_by \\\n",
+ "0 Signed-off-by: Francesco Murdaca (dt.datetime.now() - dt.timedelta(days=90)).timestamp()\n",
+ " ]\n",
+ ")\n",
+ "num_closed_prs_90d = len(\n",
+ " prs_df[\n",
+ " prs_df[\"closed_at\"] > (dt.datetime.now() - dt.timedelta(days=90)).timestamp()\n",
+ " ]\n",
+ ")\n",
+ "print(num_open_prs_90d, num_closed_prs_90d)\n",
+ "\n",
+ "ratio = num_closed_prs_90d / num_open_prs_90d\n",
+ "ratio"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ae0daab4-f10a-410c-af94-a3f7ec7f3bd1",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "9ae10ba8-5264-4398-b54f-f9a63aa2450a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "_GITHUB_ACCESS_TOKEN = os.getenv(\"GITHUB_ACCESS_TOKEN\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "9a2f0a9a-b2f8-4ea5-ab24-aed6bb408a6a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[Issue(title=\"KPI metric calculation notebooks\", number=19),\n",
+ " Issue(title=\"Automate metric collection and processing workflow\", number=18),\n",
+ " Issue(title=\"[WIP] Add GitHub data analysis notebook\", number=17),\n",
+ " Issue(title=\"Notebook to explore the issue/pr data for OSG repos\", number=16),\n",
+ " Issue(title=\"Automatic update of dependencies by Kebechet for the rhel:8 environment\", number=15),\n",
+ " Issue(title=\"Spike: Define OKR completion\", number=10),\n",
+ " Issue(title=\"[EPIC] Visualization\", number=7),\n",
+ " Issue(title=\"[EPIC] EDA of metrics\", number=6),\n",
+ " Issue(title=\"[EPIC] Metric collection\", number=5),\n",
+ " Issue(title=\"Spike: Define initial set of metrics\", number=3)]\n"
+ ]
+ }
+ ],
+ "source": [
+ "g = Github(_GITHUB_ACCESS_TOKEN)\n",
+ "repo = g.get_repo(\"open-services-group/metrics\")\n",
+ "issues = repo.get_issues(state=\"open\")\n",
+ "pprint(issues.get_page(0))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "0cca5f89-bf82-4056-93f3-0f375c8e54e6",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "ename": "AttributeError",
+ "evalue": "'NoneType' object has no attribute 'endswith'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m/tmp/ipykernel_2131/3103816518.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mgh_repo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGithub\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlogin_or_token\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0m_GITHUB_ACCESS_TOKEN\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m50\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_repo\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrepository\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mprs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPullRequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgh_repo\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_previous_knowledge\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mis_local\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0;31m# issues = Issue(gh_repo)#.load_previous_knowledge(is_local=False)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/entities/interface.py\u001b[0m in \u001b[0;36mload_previous_knowledge\u001b[0;34m(self, is_local)\u001b[0m\n\u001b[1;32m 157\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mload_previous_knowledge\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mis_local\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mbool\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 158\u001b[0m \u001b[0;34m\"\"\"Load previously collected repo knowledge. If a repo was not inspected before, create its directory.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 159\u001b[0;31m \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mKnowledgeStorage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mis_local\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mis_local\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfile_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 160\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 161\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mempty\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/entities/tools/storage.py\u001b[0m in \u001b[0;36mload_data\u001b[0;34m(self, file_path, as_json)\u001b[0m\n\u001b[1;32m 126\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_locally\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mas_json\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mas_json\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_local\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 128\u001b[0;31m \u001b[0;32melse\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_remotely\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mas_json\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mas_json\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 129\u001b[0m )\n\u001b[1;32m 130\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/entities/tools/storage.py\u001b[0m in \u001b[0;36mload_remotely\u001b[0;34m(self, file_path, as_json)\u001b[0m\n\u001b[1;32m 151\u001b[0m \u001b[0mceph_filename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrelpath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreplace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"./\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 152\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 153\u001b[0;31m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_ceph_store\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mretrieve_document\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mceph_filename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 154\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mas_json\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 155\u001b[0m \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_data_frame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/entities/tools/storage.py\u001b[0m in \u001b[0;36mget_ceph_store\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 79\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_ceph_store\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mCephStore\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 80\u001b[0m \u001b[0;34m\"\"\"Establish a connection to the CEPH.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 81\u001b[0;31m s3 = CephStore(\n\u001b[0m\u001b[1;32m 82\u001b[0m \u001b[0mkey_id\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_KEY_ID\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msecret_key\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_SECRET_KEY\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mprefix\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_PREFIX\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhost\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_HOST\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbucket\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_BUCKET\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 83\u001b[0m )\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/thoth/storages/ceph.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, prefix, host, key_id, secret_key, bucket, region)\u001b[0m\n\u001b[1;32m 55\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprefix\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mprefix\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 57\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprefix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendswith\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"/\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 58\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprefix\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m\"/\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'endswith'"
+ ]
+ }
+ ],
+ "source": [
+ "repository = \"os-climate/aicoe-osc-demo\"\n",
+ "\n",
+ "gh_repo = Github(login_or_token=_GITHUB_ACCESS_TOKEN, timeout=50).get_repo(repository)\n",
+ "prs = PullRequest(gh_repo).load_previous_knowledge(is_local=False)\n",
+ "# issues = Issue(gh_repo)#.load_previous_knowledge(is_local=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "421f85e5-8ae0-4200-8afa-0ef50a4a0922",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "metrics = Metrics(repository=\"os-climate/aicoe-osc-demo\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "611ecdc4-2d0c-4059-b41d-8872819c6d40",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "ValueError",
+ "evalue": "Length mismatch: Expected axis has 0 elements, new values have 3 elements",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m/tmp/ipykernel_2045/2715422034.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0missue_metrics\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmetrics\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprocess_issues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0missue_metrics\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/metrics.py\u001b[0m in \u001b[0;36mprocess_issues\u001b[0;34m(self, remove_outliers)\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0maggregated\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m \u001b[0maggregated\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m\"issue_id\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"date\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"ttci\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 77\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 78\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mremove_outliers\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m 5498\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5499\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5500\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5501\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5502\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/_libs/properties.pyx\u001b[0m in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[0;34m()\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_set_axis\u001b[0;34m(self, axis, labels)\u001b[0m\n\u001b[1;32m 764\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 765\u001b[0m \u001b[0mlabels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 766\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 767\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clear_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 768\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mset_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 214\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[0;31m# Caller is responsible for ensuring we have an Index object.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 216\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_validate_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 217\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maxes\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/internals/base.py\u001b[0m in \u001b[0;36m_validate_set_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 55\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mnew_len\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mold_len\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 57\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 58\u001b[0m \u001b[0;34mf\"Length mismatch: Expected axis has {old_len} elements, new \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 59\u001b[0m \u001b[0;34mf\"values have {new_len} elements\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mValueError\u001b[0m: Length mismatch: Expected axis has 0 elements, new values have 3 elements"
+ ]
+ }
+ ],
+ "source": [
+ "issue_metrics = metrics.process_issues()\n",
+ "issue_metrics"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "7c76728f-d174-4c3e-b405-10dfdbc8a8a7",
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "ename": "ValueError",
+ "evalue": "Length mismatch: Expected axis has 0 elements, new values have 9 elements",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m/tmp/ipykernel_2045/334568982.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mpr_metrics\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmetrics\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprocess_pull_requests\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mpr_metrics\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/srcopsmetrics/metrics.py\u001b[0m in \u001b[0;36mprocess_pull_requests\u001b[0;34m(self, remove_outliers)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[0maggregated\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 120\u001b[0;31m \u001b[0maggregated\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m\"pr_id\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"date\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"author\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"size\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"labels\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"reviewers\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"ttm\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"ttfr\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"tta\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 121\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mremove_outliers\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m 5498\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5499\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5500\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5501\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5502\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/_libs/properties.pyx\u001b[0m in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[0;34m()\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_set_axis\u001b[0;34m(self, axis, labels)\u001b[0m\n\u001b[1;32m 764\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 765\u001b[0m \u001b[0mlabels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 766\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 767\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clear_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 768\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mset_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 214\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[0;31m# Caller is responsible for ensuring we have an Index object.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 216\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_validate_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 217\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maxes\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnew_labels\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m/opt/app-root/lib64/python3.8/site-packages/pandas/core/internals/base.py\u001b[0m in \u001b[0;36m_validate_set_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 55\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 56\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mnew_len\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mold_len\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 57\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 58\u001b[0m \u001b[0;34mf\"Length mismatch: Expected axis has {old_len} elements, new \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 59\u001b[0m \u001b[0;34mf\"values have {new_len} elements\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mValueError\u001b[0m: Length mismatch: Expected axis has 0 elements, new values have 9 elements"
+ ]
+ }
+ ],
+ "source": [
+ "pr_metrics = metrics.process_pull_requests()\n",
+ "pr_metrics"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e538ef47-d1de-499d-a3d3-4bd633fcf2cc",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# define repos for which we want to calculate metrics\n",
+ "REPOS = [\"os-climate/aicoe-osc-demo\"]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "d5d3c043-2fb1-4e77-afaa-6fe3e37a5cab",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## CEPH Bucket variables\n",
+ "## Create a .env file on your local with the correct configs,\n",
+ "s3_endpoint_url = os.getenv(\"S3_ENDPOINT\")\n",
+ "s3_access_key = os.getenv(\"S3_ACCESS_KEY\")\n",
+ "s3_secret_key = os.getenv(\"S3_SECRET_KEY\")\n",
+ "s3_bucket = os.getenv(\"S3_BUCKET\")\n",
+ "s3_path = os.getenv(\"S3_PROJECT_KEY\", \"open-services-group/metrics/github\")\n",
+ "s3_input_data_path = \"raw_data\"\n",
+ "REMOTE = os.getenv(\"REMOTE\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5929f11b-546e-4c5e-9c2d-7c5425e2092f",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "761427b0-8540-47ba-abe9-007ca990be80",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e72cb0fd-6529-441f-a72a-9f78b550165c",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}