add a script to get time info. from GA workflow jobs (#18822)

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

utils/get_github_job_time.py

+import argparse
+import math
+
+import dateutil.parser as date_parser
+import requests
+
+
+def extract_time_from_single_job(job):
+    """Extract time info from a single job in a GitHub Actions workflow run"""
+
+    job_info = {}
+
+    start = job["started_at"]
+    end = job["completed_at"]
+
+    start_datetime = date_parser.parse(start)
+    end_datetime = date_parser.parse(end)
+
+    duration_in_min = round((end_datetime - start_datetime).total_seconds() / 60.0)
+
+    job_info["started_at"] = start
+    job_info["completed_at"] = end
+    job_info["duration"] = duration_in_min
+
+    return job_info
+
+
+def get_job_time(workflow_run_id):
+    """Extract time info for all jobs in a GitHub Actions workflow run"""
+
+    url = f"https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"
+    result = requests.get(url).json()
+    job_time = {}
+
+    try:
+        job_time.update({job["name"]: extract_time_from_single_job(job) for job in result["jobs"]})
+        pages_to_iterate_over = math.ceil((result["total_count"] - 100) / 100)
+
+        for i in range(pages_to_iterate_over):
+            result = requests.get(url + f"&page={i + 2}").json()
+            job_time.update({job["name"]: extract_time_from_single_job(job) for job in result["jobs"]})
+
+        return job_time
+    except Exception as e:
+        print("Unknown error, could not fetch links.", e)
+
+    return {}
+
+
+if __name__ == "__main__":
+    r"""
+    Example:
+
+        python get_github_job_time.py --workflow_run_id 2945609517
+    """
+
+    parser = argparse.ArgumentParser()
+    # Required parameters
+    parser.add_argument(
+        "--workflow_run_id", default=None, type=str, required=True, help="A GitHub Actions workflow run id."
+    )
+    args = parser.parse_args()
+
+    job_time = get_job_time(args.workflow_run_id)
+    job_time = dict(sorted(job_time.items(), key=lambda item: item[1]["duration"], reverse=True))
+
+    for k, v in job_time.items():
+        print(f'{k}: {v["duration"]}')