[CI] Upstream metrics script and container definition (#117461)

This patch includes the script that pulls information from Github and pushes it to Grafana. This is currently running in the cluster and pushes information to https://llvm.grafana.net/public-dashboards/6a1c1969b6794e0a8ee5d494c72ce2cd. This script is designed to accept other jobs relatively easily and can be easily modified to look at other metrics.
2025-04-21 13:06:50 +00:00 · 2024-11-29 11:15:44 -08:00 · 2024-11-29 11:15:44 -08:00 · 77c2b00553
commit 77c2b00553
parent 8fb748b4a7
4 changed files with 525 additions and 0 deletions
--- a/.ci/metrics/Dockerfile
+++ b/.ci/metrics/Dockerfile
@ -0,0 +1,7 @@
+FROM docker.io/python:3.12
+
+COPY requirements.lock.txt ./
+RUN pip3 install --no-cache-dir -r requirements.lock.txt
+COPY metrics.py ./
+
+CMD ["python3", "metrics.py"]
--- a/.ci/metrics/metrics.py
+++ b/.ci/metrics/metrics.py
@ -0,0 +1,182 @@
+import requests
+import time
+import os
+from dataclasses import dataclass
+import sys
+
+import github
+from github import Github
+from github import Auth
+
+GRAFANA_URL = (
+    "https://influx-prod-13-prod-us-east-0.grafana.net/api/v1/push/influx/write"
+)
+GITHUB_PROJECT = "llvm/llvm-project"
+WORKFLOWS_TO_TRACK = ["Check code formatting"]
+SCRAPE_INTERVAL_SECONDS = 5 * 60
+
+
+@dataclass
+class JobMetrics:
+    job_name: str
+    queue_time: int
+    run_time: int
+    status: int
+    created_at_ns: int
+    workflow_id: int
+
+
+def get_metrics(github_repo: github.Repository, workflows_to_track: dict[str, int]):
+    """Gets the metrics for specified Github workflows.
+
+    This function takes in a list of workflows to track, and optionally the
+    workflow ID of the last tracked invocation. It grabs the relevant data
+    from Github, returning it to the caller.
+
+    Args:
+      github_repo: A github repo object to use to query the relevant information.
+      workflows_to_track: A dictionary mapping workflow names to the last
+        invocation ID where metrics have been collected, or None to collect the
+        last five results.
+
+    Returns:
+      Returns a list of JobMetrics objects, containing the relevant metrics about
+      the workflow.
+    """
+    workflow_runs = iter(github_repo.get_workflow_runs())
+
+    workflow_metrics = []
+
+    workflows_to_include = set(workflows_to_track.keys())
+
+    while len(workflows_to_include) > 0:
+        workflow_run = next(workflow_runs)
+        if workflow_run.status != "completed":
+            continue
+
+        # This workflow was already sampled for this run, or is not tracked at
+        # all. Ignoring.
+        if workflow_run.name not in workflows_to_include:
+            continue
+
+        # There were no new workflow invocations since the previous scrape.
+        # The API returns a sorted list with the most recent invocations first,
+        # so we can stop looking for this particular workflow. Continue to grab
+        # information on the other workflows of interest, if present.
+        if workflows_to_track[workflow_run.name] == workflow_run.id:
+            workflows_to_include.remove(workflow_run.name)
+            continue
+
+        workflow_jobs = workflow_run.jobs()
+        if workflow_jobs.totalCount == 0:
+            continue
+        if workflow_jobs.totalCount > 1:
+            raise ValueError(
+                f"Encountered an unexpected number of jobs: {workflow_jobs.totalCount}"
+            )
+
+        created_at = workflow_jobs[0].created_at
+        started_at = workflow_jobs[0].started_at
+        completed_at = workflow_jobs[0].completed_at
+
+        job_result = int(workflow_jobs[0].conclusion == "success")
+
+        queue_time = started_at - created_at
+        run_time = completed_at - started_at
+
+        if run_time.seconds == 0:
+            continue
+
+        if (
+            workflows_to_track[workflow_run.name] is None
+            or workflows_to_track[workflow_run.name] == workflow_run.id
+        ):
+            workflows_to_include.remove(workflow_run.name)
+        if (
+            workflows_to_track[workflow_run.name] is not None
+            and len(workflows_to_include) == 0
+        ):
+            break
+
+        # The timestamp associated with the event is expected by Grafana to be
+        # in nanoseconds.
+        created_at_ns = int(created_at.timestamp()) * 10**9
+
+        workflow_metrics.append(
+            JobMetrics(
+                workflow_run.name,
+                queue_time.seconds,
+                run_time.seconds,
+                job_result,
+                created_at_ns,
+                workflow_run.id,
+            )
+        )
+
+    return workflow_metrics
+
+
+def upload_metrics(workflow_metrics, metrics_userid, api_key):
+    """Upload metrics to Grafana.
+
+    Takes in a list of workflow metrics and then uploads them to Grafana
+    through a REST request.
+
+    Args:
+      workflow_metrics: A list of metrics to upload to Grafana.
+      metrics_userid: The userid to use for the upload.
+      api_key: The API key to use for the upload.
+    """
+    metrics_batch = []
+    for workflow_metric in workflow_metrics:
+        workflow_formatted_name = workflow_metric.job_name.lower().replace(" ", "_")
+        metrics_batch.append(
+            f"{workflow_formatted_name} queue_time={workflow_metric.queue_time},run_time={workflow_metric.run_time},status={workflow_metric.status} {workflow_metric.created_at_ns}"
+        )
+
+    request_data = "\n".join(metrics_batch)
+    response = requests.post(
+        GRAFANA_URL,
+        headers={"Content-Type": "text/plain"},
+        data=request_data,
+        auth=(metrics_userid, api_key),
+    )
+
+    if response.status_code < 200 or response.status_code >= 300:
+        print(
+            f"Failed to submit data to Grafana: {response.status_code}", file=sys.stderr
+        )
+
+
+def main():
+    # Authenticate with Github
+    auth = Auth.Token(os.environ["GITHUB_TOKEN"])
+    github_object = Github(auth=auth)
+    github_repo = github_object.get_repo("llvm/llvm-project")
+
+    grafana_api_key = os.environ["GRAFANA_API_KEY"]
+    grafana_metrics_userid = os.environ["GRAFANA_METRICS_USERID"]
+
+    workflows_to_track = {}
+    for workflow_to_track in WORKFLOWS_TO_TRACK:
+        workflows_to_track[workflow_to_track] = None
+
+    # Enter the main loop. Every five minutes we wake up and dump metrics for
+    # the relevant jobs.
+    while True:
+        current_metrics = get_metrics(github_repo, workflows_to_track)
+        if len(current_metrics) == 0:
+            print("No metrics found to upload.", file=sys.stderr)
+            continue
+
+        upload_metrics(current_metrics, grafana_metrics_userid, grafana_api_key)
+        print(f"Uploaded {len(current_metrics)} metrics", file=sys.stderr)
+
+        for workflow_metric in reversed(current_metrics):
+            workflows_to_track[workflow_metric.job_name] = workflow_metric.workflow_id
+
+        time.sleep(SCRAPE_INTERVAL_SECONDS)
+
+
+if __name__ == "__main__":
+    main()
--- a/.ci/metrics/requirements.lock.txt
+++ b/.ci/metrics/requirements.lock.txt
@ -0,0 +1,335 @@
+#
+# This file is autogenerated by pip-compile with Python 3.12
+# by the following command:
+#
+#    pip-compile --generate-hashes --output-file=./requirements.lock.txt ./requirements.txt
+#
+certifi==2024.8.30 \
+    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
+    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
+    # via requests
+cffi==1.17.1 \
+    --hash=sha256:045d61c734659cc045141be4bae381a41d89b741f795af1dd018bfb532fd0df8 \
+    --hash=sha256:0984a4925a435b1da406122d4d7968dd861c1385afe3b45ba82b750f229811e2 \
+    --hash=sha256:0e2b1fac190ae3ebfe37b979cc1ce69c81f4e4fe5746bb401dca63a9062cdaf1 \
+    --hash=sha256:0f048dcf80db46f0098ccac01132761580d28e28bc0f78ae0d58048063317e15 \
+    --hash=sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36 \
+    --hash=sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824 \
+    --hash=sha256:1d599671f396c4723d016dbddb72fe8e0397082b0a77a4fab8028923bec050e8 \
+    --hash=sha256:28b16024becceed8c6dfbc75629e27788d8a3f9030691a1dbf9821a128b22c36 \
+    --hash=sha256:2bb1a08b8008b281856e5971307cc386a8e9c5b625ac297e853d36da6efe9c17 \
+    --hash=sha256:30c5e0cb5ae493c04c8b42916e52ca38079f1b235c2f8ae5f4527b963c401caf \
+    --hash=sha256:31000ec67d4221a71bd3f67df918b1f88f676f1c3b535a7eb473255fdc0b83fc \
+    --hash=sha256:386c8bf53c502fff58903061338ce4f4950cbdcb23e2902d86c0f722b786bbe3 \
+    --hash=sha256:3edc8d958eb099c634dace3c7e16560ae474aa3803a5df240542b305d14e14ed \
+    --hash=sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702 \
+    --hash=sha256:46bf43160c1a35f7ec506d254e5c890f3c03648a4dbac12d624e4490a7046cd1 \
+    --hash=sha256:4ceb10419a9adf4460ea14cfd6bc43d08701f0835e979bf821052f1805850fe8 \
+    --hash=sha256:51392eae71afec0d0c8fb1a53b204dbb3bcabcb3c9b807eedf3e1e6ccf2de903 \
+    --hash=sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6 \
+    --hash=sha256:610faea79c43e44c71e1ec53a554553fa22321b65fae24889706c0a84d4ad86d \
+    --hash=sha256:636062ea65bd0195bc012fea9321aca499c0504409f413dc88af450b57ffd03b \
+    --hash=sha256:6883e737d7d9e4899a8a695e00ec36bd4e5e4f18fabe0aca0efe0a4b44cdb13e \
+    --hash=sha256:6b8b4a92e1c65048ff98cfe1f735ef8f1ceb72e3d5f0c25fdb12087a23da22be \
+    --hash=sha256:6f17be4345073b0a7b8ea599688f692ac3ef23ce28e5df79c04de519dbc4912c \
+    --hash=sha256:706510fe141c86a69c8ddc029c7910003a17353970cff3b904ff0686a5927683 \
+    --hash=sha256:72e72408cad3d5419375fc87d289076ee319835bdfa2caad331e377589aebba9 \
+    --hash=sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c \
+    --hash=sha256:7596d6620d3fa590f677e9ee430df2958d2d6d6de2feeae5b20e82c00b76fbf8 \
+    --hash=sha256:78122be759c3f8a014ce010908ae03364d00a1f81ab5c7f4a7a5120607ea56e1 \
+    --hash=sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4 \
+    --hash=sha256:85a950a4ac9c359340d5963966e3e0a94a676bd6245a4b55bc43949eee26a655 \
+    --hash=sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67 \
+    --hash=sha256:9755e4345d1ec879e3849e62222a18c7174d65a6a92d5b346b1863912168b595 \
+    --hash=sha256:98e3969bcff97cae1b2def8ba499ea3d6f31ddfdb7635374834cf89a1a08ecf0 \
+    --hash=sha256:a08d7e755f8ed21095a310a693525137cfe756ce62d066e53f502a83dc550f65 \
+    --hash=sha256:a1ed2dd2972641495a3ec98445e09766f077aee98a1c896dcb4ad0d303628e41 \
+    --hash=sha256:a24ed04c8ffd54b0729c07cee15a81d964e6fee0e3d4d342a27b020d22959dc6 \
+    --hash=sha256:a45e3c6913c5b87b3ff120dcdc03f6131fa0065027d0ed7ee6190736a74cd401 \
+    --hash=sha256:a9b15d491f3ad5d692e11f6b71f7857e7835eb677955c00cc0aefcd0669adaf6 \
+    --hash=sha256:ad9413ccdeda48c5afdae7e4fa2192157e991ff761e7ab8fdd8926f40b160cc3 \
+    --hash=sha256:b2ab587605f4ba0bf81dc0cb08a41bd1c0a5906bd59243d56bad7668a6fc6c16 \
+    --hash=sha256:b62ce867176a75d03a665bad002af8e6d54644fad99a3c70905c543130e39d93 \
+    --hash=sha256:c03e868a0b3bc35839ba98e74211ed2b05d2119be4e8a0f224fba9384f1fe02e \
+    --hash=sha256:c59d6e989d07460165cc5ad3c61f9fd8f1b4796eacbd81cee78957842b834af4 \
+    --hash=sha256:c7eac2ef9b63c79431bc4b25f1cd649d7f061a28808cbc6c47b534bd789ef964 \
+    --hash=sha256:c9c3d058ebabb74db66e431095118094d06abf53284d9c81f27300d0e0d8bc7c \
+    --hash=sha256:ca74b8dbe6e8e8263c0ffd60277de77dcee6c837a3d0881d8c1ead7268c9e576 \
+    --hash=sha256:caaf0640ef5f5517f49bc275eca1406b0ffa6aa184892812030f04c2abf589a0 \
+    --hash=sha256:cdf5ce3acdfd1661132f2a9c19cac174758dc2352bfe37d98aa7512c6b7178b3 \
+    --hash=sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662 \
+    --hash=sha256:d01b12eeeb4427d3110de311e1774046ad344f5b1a7403101878976ecd7a10f3 \
+    --hash=sha256:d63afe322132c194cf832bfec0dc69a99fb9bb6bbd550f161a49e9e855cc78ff \
+    --hash=sha256:da95af8214998d77a98cc14e3a3bd00aa191526343078b530ceb0bd710fb48a5 \
+    --hash=sha256:dd398dbc6773384a17fe0d3e7eeb8d1a21c2200473ee6806bb5e6a8e62bb73dd \
+    --hash=sha256:de2ea4b5833625383e464549fec1bc395c1bdeeb5f25c4a3a82b5a8c756ec22f \
+    --hash=sha256:de55b766c7aa2e2a3092c51e0483d700341182f08e67c63630d5b6f200bb28e5 \
+    --hash=sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14 \
+    --hash=sha256:e03eab0a8677fa80d646b5ddece1cbeaf556c313dcfac435ba11f107ba117b5d \
+    --hash=sha256:e221cf152cff04059d011ee126477f0d9588303eb57e88923578ace7baad17f9 \
+    --hash=sha256:e31ae45bc2e29f6b2abd0de1cc3b9d5205aa847cafaecb8af1476a609a2f6eb7 \
+    --hash=sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382 \
+    --hash=sha256:f1e22e8c4419538cb197e4dd60acc919d7696e5ef98ee4da4e01d3f8cfa4cc5a \
+    --hash=sha256:f3a2b4222ce6b60e2e8b337bb9596923045681d71e5a082783484d845390938e \
+    --hash=sha256:f6a16c31041f09ead72d69f583767292f750d24913dadacf5756b966aacb3f1a \
+    --hash=sha256:f75c7ab1f9e4aca5414ed4d8e5c0e303a34f4421f8a0d47a4d019ceff0ab6af4 \
+    --hash=sha256:f79fc4fc25f1c8698ff97788206bb3c2598949bfe0fef03d299eb1b5356ada99 \
+    --hash=sha256:f7f5baafcc48261359e14bcd6d9bff6d4b28d9103847c9e136694cb0501aef87 \
+    --hash=sha256:fc48c783f9c87e60831201f2cce7f3b2e4846bf4d8728eabe54d60700b318a0b
+    # via
+    #   cryptography
+    #   pynacl
+charset-normalizer==3.4.0 \
+    --hash=sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621 \
+    --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \
+    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
+    --hash=sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912 \
+    --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \
+    --hash=sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b \
+    --hash=sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d \
+    --hash=sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d \
+    --hash=sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95 \
+    --hash=sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e \
+    --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \
+    --hash=sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64 \
+    --hash=sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab \
+    --hash=sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be \
+    --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \
+    --hash=sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907 \
+    --hash=sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0 \
+    --hash=sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2 \
+    --hash=sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62 \
+    --hash=sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62 \
+    --hash=sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23 \
+    --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \
+    --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \
+    --hash=sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca \
+    --hash=sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455 \
+    --hash=sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858 \
+    --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \
+    --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \
+    --hash=sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc \
+    --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \
+    --hash=sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b \
+    --hash=sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea \
+    --hash=sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6 \
+    --hash=sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920 \
+    --hash=sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749 \
+    --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \
+    --hash=sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd \
+    --hash=sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99 \
+    --hash=sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242 \
+    --hash=sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee \
+    --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \
+    --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \
+    --hash=sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51 \
+    --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \
+    --hash=sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8 \
+    --hash=sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b \
+    --hash=sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613 \
+    --hash=sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742 \
+    --hash=sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe \
+    --hash=sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3 \
+    --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \
+    --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \
+    --hash=sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7 \
+    --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \
+    --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \
+    --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \
+    --hash=sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417 \
+    --hash=sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250 \
+    --hash=sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88 \
+    --hash=sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca \
+    --hash=sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa \
+    --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \
+    --hash=sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149 \
+    --hash=sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41 \
+    --hash=sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574 \
+    --hash=sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0 \
+    --hash=sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f \
+    --hash=sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d \
+    --hash=sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654 \
+    --hash=sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3 \
+    --hash=sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19 \
+    --hash=sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90 \
+    --hash=sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578 \
+    --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \
+    --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \
+    --hash=sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51 \
+    --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \
+    --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \
+    --hash=sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a \
+    --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \
+    --hash=sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade \
+    --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \
+    --hash=sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc \
+    --hash=sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6 \
+    --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \
+    --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \
+    --hash=sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6 \
+    --hash=sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2 \
+    --hash=sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12 \
+    --hash=sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf \
+    --hash=sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114 \
+    --hash=sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7 \
+    --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \
+    --hash=sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d \
+    --hash=sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b \
+    --hash=sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed \
+    --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \
+    --hash=sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4 \
+    --hash=sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67 \
+    --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \
+    --hash=sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a \
+    --hash=sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748 \
+    --hash=sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b \
+    --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 \
+    --hash=sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482
+    # via requests
+cryptography==43.0.3 \
+    --hash=sha256:0c580952eef9bf68c4747774cde7ec1d85a6e61de97281f2dba83c7d2c806362 \
+    --hash=sha256:0f996e7268af62598f2fc1204afa98a3b5712313a55c4c9d434aef49cadc91d4 \
+    --hash=sha256:1ec0bcf7e17c0c5669d881b1cd38c4972fade441b27bda1051665faaa89bdcaa \
+    --hash=sha256:281c945d0e28c92ca5e5930664c1cefd85efe80e5c0d2bc58dd63383fda29f83 \
+    --hash=sha256:2ce6fae5bdad59577b44e4dfed356944fbf1d925269114c28be377692643b4ff \
+    --hash=sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805 \
+    --hash=sha256:443c4a81bb10daed9a8f334365fe52542771f25aedaf889fd323a853ce7377d6 \
+    --hash=sha256:4a02ded6cd4f0a5562a8887df8b3bd14e822a90f97ac5e544c162899bc467664 \
+    --hash=sha256:53a583b6637ab4c4e3591a15bc9db855b8d9dee9a669b550f311480acab6eb08 \
+    --hash=sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e \
+    --hash=sha256:74f57f24754fe349223792466a709f8e0c093205ff0dca557af51072ff47ab18 \
+    --hash=sha256:7e1ce50266f4f70bf41a2c6dc4358afadae90e2a1e5342d3c08883df1675374f \
+    --hash=sha256:81ef806b1fef6b06dcebad789f988d3b37ccaee225695cf3e07648eee0fc6b73 \
+    --hash=sha256:846da004a5804145a5f441b8530b4bf35afbf7da70f82409f151695b127213d5 \
+    --hash=sha256:8ac43ae87929a5982f5948ceda07001ee5e83227fd69cf55b109144938d96984 \
+    --hash=sha256:9762ea51a8fc2a88b70cf2995e5675b38d93bf36bd67d91721c309df184f49bd \
+    --hash=sha256:a2a431ee15799d6db9fe80c82b055bae5a752bef645bba795e8e52687c69efe3 \
+    --hash=sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e \
+    --hash=sha256:c2e6fc39c4ab499049df3bdf567f768a723a5e8464816e8f009f121a5a9f4405 \
+    --hash=sha256:cbeb489927bd7af4aa98d4b261af9a5bc025bd87f0e3547e11584be9e9427be2 \
+    --hash=sha256:d03b5621a135bffecad2c73e9f4deb1a0f977b9a8ffe6f8e002bf6c9d07b918c \
+    --hash=sha256:d56e96520b1020449bbace2b78b603442e7e378a9b3bd68de65c782db1507995 \
+    --hash=sha256:df6b6c6d742395dd77a23ea3728ab62f98379eff8fb61be2744d4679ab678f73 \
+    --hash=sha256:e1be4655c7ef6e1bbe6b5d0403526601323420bcf414598955968c9ef3eb7d16 \
+    --hash=sha256:f18c716be16bc1fea8e95def49edf46b82fccaa88587a45f8dc0ff6ab5d8e0a7 \
+    --hash=sha256:f46304d6f0c6ab8e52770addfa2fc41e6629495548862279641972b6215451cd \
+    --hash=sha256:f7b178f11ed3664fd0e995a47ed2b5ff0a12d893e41dd0494f406d1cf555cab7
+    # via pyjwt
+deprecated==1.2.15 \
+    --hash=sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320 \
+    --hash=sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d
+    # via pygithub
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
+    # via requests
+pycparser==2.22 \
+    --hash=sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6 \
+    --hash=sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc
+    # via cffi
+pygithub==2.5.0 \
+    --hash=sha256:b0b635999a658ab8e08720bdd3318893ff20e2275f6446fcf35bf3f44f2c0fd2 \
+    --hash=sha256:e1613ac508a9be710920d26eb18b1905ebd9926aa49398e88151c1b526aad3cf
+    # via -r ./requirements.txt
+pyjwt[crypto]==2.10.0 \
+    --hash=sha256:543b77207db656de204372350926bed5a86201c4cbff159f623f79c7bb487a15 \
+    --hash=sha256:7628a7eb7938959ac1b26e819a1df0fd3259505627b575e4bad6d08f76db695c
+    # via pygithub
+pynacl==1.5.0 \
+    --hash=sha256:06b8f6fa7f5de8d5d2f7573fe8c863c051225a27b61e6860fd047b1775807858 \
+    --hash=sha256:0c84947a22519e013607c9be43706dd42513f9e6ae5d39d3613ca1e142fba44d \
+    --hash=sha256:20f42270d27e1b6a29f54032090b972d97f0a1b0948cc52392041ef7831fee93 \
+    --hash=sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1 \
+    --hash=sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92 \
+    --hash=sha256:61f642bf2378713e2c2e1de73444a3778e5f0a38be6fee0fe532fe30060282ff \
+    --hash=sha256:8ac7448f09ab85811607bdd21ec2464495ac8b7c66d146bf545b0f08fb9220ba \
+    --hash=sha256:a36d4a9dda1f19ce6e03c9a784a2921a4b726b02e1c736600ca9c22029474394 \
+    --hash=sha256:a422368fc821589c228f4c49438a368831cb5bbc0eab5ebe1d7fac9dded6567b \
+    --hash=sha256:e46dae94e34b085175f8abb3b0aaa7da40767865ac82c928eeb9e57e1ea8a543
+    # via pygithub
+requests==2.32.3 \
+    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
+    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
+    # via pygithub
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
+    # via pygithub
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
+    # via
+    #   pygithub
+    #   requests
+wrapt==1.16.0 \
+    --hash=sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc \
+    --hash=sha256:14d7dc606219cdd7405133c713f2c218d4252f2a469003f8c46bb92d5d095d81 \
+    --hash=sha256:1a5db485fe2de4403f13fafdc231b0dbae5eca4359232d2efc79025527375b09 \
+    --hash=sha256:1acd723ee2a8826f3d53910255643e33673e1d11db84ce5880675954183ec47e \
+    --hash=sha256:1ca9b6085e4f866bd584fb135a041bfc32cab916e69f714a7d1d397f8c4891ca \
+    --hash=sha256:1dd50a2696ff89f57bd8847647a1c363b687d3d796dc30d4dd4a9d1689a706f0 \
+    --hash=sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb \
+    --hash=sha256:2a88e6010048489cda82b1326889ec075a8c856c2e6a256072b28eaee3ccf487 \
+    --hash=sha256:3ebf019be5c09d400cf7b024aa52b1f3aeebeff51550d007e92c3c1c4afc2a40 \
+    --hash=sha256:418abb18146475c310d7a6dc71143d6f7adec5b004ac9ce08dc7a34e2babdc5c \
+    --hash=sha256:43aa59eadec7890d9958748db829df269f0368521ba6dc68cc172d5d03ed8060 \
+    --hash=sha256:44a2754372e32ab315734c6c73b24351d06e77ffff6ae27d2ecf14cf3d229202 \
+    --hash=sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41 \
+    --hash=sha256:49aac49dc4782cb04f58986e81ea0b4768e4ff197b57324dcbd7699c5dfb40b9 \
+    --hash=sha256:5eb404d89131ec9b4f748fa5cfb5346802e5ee8836f57d516576e61f304f3b7b \
+    --hash=sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664 \
+    --hash=sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d \
+    --hash=sha256:66027d667efe95cc4fa945af59f92c5a02c6f5bb6012bff9e60542c74c75c362 \
+    --hash=sha256:66dfbaa7cfa3eb707bbfcd46dab2bc6207b005cbc9caa2199bcbc81d95071a00 \
+    --hash=sha256:685f568fa5e627e93f3b52fda002c7ed2fa1800b50ce51f6ed1d572d8ab3e7fc \
+    --hash=sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1 \
+    --hash=sha256:6a42cd0cfa8ffc1915aef79cb4284f6383d8a3e9dcca70c445dcfdd639d51267 \
+    --hash=sha256:6dcfcffe73710be01d90cae08c3e548d90932d37b39ef83969ae135d36ef3956 \
+    --hash=sha256:6f6eac2360f2d543cc875a0e5efd413b6cbd483cb3ad7ebf888884a6e0d2e966 \
+    --hash=sha256:72554a23c78a8e7aa02abbd699d129eead8b147a23c56e08d08dfc29cfdddca1 \
+    --hash=sha256:73870c364c11f03ed072dda68ff7aea6d2a3a5c3fe250d917a429c7432e15228 \
+    --hash=sha256:73aa7d98215d39b8455f103de64391cb79dfcad601701a3aa0dddacf74911d72 \
+    --hash=sha256:75ea7d0ee2a15733684badb16de6794894ed9c55aa5e9903260922f0482e687d \
+    --hash=sha256:7bd2d7ff69a2cac767fbf7a2b206add2e9a210e57947dd7ce03e25d03d2de292 \
+    --hash=sha256:807cc8543a477ab7422f1120a217054f958a66ef7314f76dd9e77d3f02cdccd0 \
+    --hash=sha256:8e9723528b9f787dc59168369e42ae1c3b0d3fadb2f1a71de14531d321ee05b0 \
+    --hash=sha256:9090c9e676d5236a6948330e83cb89969f433b1943a558968f659ead07cb3b36 \
+    --hash=sha256:9153ed35fc5e4fa3b2fe97bddaa7cbec0ed22412b85bcdaf54aeba92ea37428c \
+    --hash=sha256:9159485323798c8dc530a224bd3ffcf76659319ccc7bbd52e01e73bd0241a0c5 \
+    --hash=sha256:941988b89b4fd6b41c3f0bfb20e92bd23746579736b7343283297c4c8cbae68f \
+    --hash=sha256:94265b00870aa407bd0cbcfd536f17ecde43b94fb8d228560a1e9d3041462d73 \
+    --hash=sha256:98b5e1f498a8ca1858a1cdbffb023bfd954da4e3fa2c0cb5853d40014557248b \
+    --hash=sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2 \
+    --hash=sha256:a0ea261ce52b5952bf669684a251a66df239ec6d441ccb59ec7afa882265d593 \
+    --hash=sha256:a33a747400b94b6d6b8a165e4480264a64a78c8a4c734b62136062e9a248dd39 \
+    --hash=sha256:a452f9ca3e3267cd4d0fcf2edd0d035b1934ac2bd7e0e57ac91ad6b95c0c6389 \
+    --hash=sha256:a86373cf37cd7764f2201b76496aba58a52e76dedfaa698ef9e9688bfd9e41cf \
+    --hash=sha256:ac83a914ebaf589b69f7d0a1277602ff494e21f4c2f743313414378f8f50a4cf \
+    --hash=sha256:aefbc4cb0a54f91af643660a0a150ce2c090d3652cf4052a5397fb2de549cd89 \
+    --hash=sha256:b3646eefa23daeba62643a58aac816945cadc0afaf21800a1421eeba5f6cfb9c \
+    --hash=sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c \
+    --hash=sha256:b935ae30c6e7400022b50f8d359c03ed233d45b725cfdd299462f41ee5ffba6f \
+    --hash=sha256:bb2dee3874a500de01c93d5c71415fcaef1d858370d405824783e7a8ef5db440 \
+    --hash=sha256:bc57efac2da352a51cc4658878a68d2b1b67dbe9d33c36cb826ca449d80a8465 \
+    --hash=sha256:bf5703fdeb350e36885f2875d853ce13172ae281c56e509f4e6eca049bdfb136 \
+    --hash=sha256:c31f72b1b6624c9d863fc095da460802f43a7c6868c5dda140f51da24fd47d7b \
+    --hash=sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8 \
+    --hash=sha256:d2efee35b4b0a347e0d99d28e884dfd82797852d62fcd7ebdeee26f3ceb72cf3 \
+    --hash=sha256:d462f28826f4657968ae51d2181a074dfe03c200d6131690b7d65d55b0f360f8 \
+    --hash=sha256:d5e49454f19ef621089e204f862388d29e6e8d8b162efce05208913dde5b9ad6 \
+    --hash=sha256:da4813f751142436b075ed7aa012a8778aa43a99f7b36afe9b742d3ed8bdc95e \
+    --hash=sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f \
+    --hash=sha256:db98ad84a55eb09b3c32a96c576476777e87c520a34e2519d3e59c44710c002c \
+    --hash=sha256:dbed418ba5c3dce92619656802cc5355cb679e58d0d89b50f116e4a9d5a9603e \
+    --hash=sha256:dcdba5c86e368442528f7060039eda390cc4091bfd1dca41e8046af7c910dda8 \
+    --hash=sha256:decbfa2f618fa8ed81c95ee18a387ff973143c656ef800c9f24fb7e9c16054e2 \
+    --hash=sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020 \
+    --hash=sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35 \
+    --hash=sha256:eb6e651000a19c96f452c85132811d25e9264d836951022d6e81df2fff38337d \
+    --hash=sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3 \
+    --hash=sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537 \
+    --hash=sha256:f2058f813d4f2b5e3a9eb2eb3faf8f1d99b81c3e51aeda4b168406443e8ba809 \
+    --hash=sha256:f6b2d0c6703c988d334f297aa5df18c45e97b0af3679bb75059e0e0bd8b1069d \
+    --hash=sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a \
+    --hash=sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4
+    # via deprecated
--- a/.ci/metrics/requirements.txt
+++ b/.ci/metrics/requirements.txt
@ -0,0 +1 @@
+pygithub==2.5.0