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Workflow fail parsing (#28819)
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* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* code style

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update summarize_fail.py

* styling

* Update summarize_fail.py

* Update summarize_fail.py

* Update recent_fail_summary.yaml

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

* Update summarize_fail.py

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Co-authored-by: Restyled.io <commits@restyled.io>
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2 people authored and pull[bot] committed Dec 8, 2023
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14 changes: 6 additions & 8 deletions .github/workflows/recent_fail_summary.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -26,22 +26,20 @@ jobs:
name: Summarize Recent Workflow Failures
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v3
- name: Setup
run: |
gh run list -R project-chip/connectedhomeip -b master -s failure --json displayTitle,workflowName > run_list.json
pip install pandas
env:
GH_TOKEN: ${{ github.token }}
- uses: actions/checkout@v3
- run: pip install pandas python-slugify
- name: Run Summarization Script
run: python scripts/tools/summarize_fail.py
env:
GH_TOKEN: ${{ github.token }}
- name: Upload Logs
uses: actions/upload-artifact@v3
with:
name: workflow-fail-summary
path: |
run_list.json
recent_fails.csv
recent_fails_frequency.csv
recent_fails_logs
retention-days: 5

101 changes: 91 additions & 10 deletions scripts/tools/summarize_fail.py
Original file line number Diff line number Diff line change
@@ -1,12 +1,93 @@
import logging
import os
import subprocess

import pandas as pd
from slugify import slugify

error_catalog = {
"CodeQL": {
"No space left on device": {
"short": "Ran out of space",
"detail": "Exception with signature \"No space left on device\""
},
"Check that the disk containing the database directory has ample free space.": {
"short": "Ran out of space",
"detail": "Fatal internal error with message indicating that disk space most likely ran out"
}
},
"Build example": {
"Could not find a version that satisfies the requirement": {
"short": "Requirements issue",
"detail": "Unable to install a requirements in Python requirements.txt"
},
"No module named": {
"short": "Missing module",
"detail": "Expected module was missing"
}
},
"Full builds": {
"No space left on device": {
"short": "Ran out of space",
"detail": "Exception with signature \"No space left on device\""
}
}
}


def process_fail(id, pr, start_time, workflow):
logging.info("Processing failure in {pr}, workflow {workflow} that started at {start_time}.")

logging.info("Building output file structure.")
output_path = f"recent_fails_logs/{slugify(pr)}/{slugify(workflow)}/{slugify(start_time)}"
os.makedirs(output_path)

logging.info("Gathering raw fail logs.")
subprocess.run(f"gh run view -R project-chip/connectedhomeip {id} --log-failed > {output_path}/fail_log.txt", shell=True)

# Eventually turn this into a catalog of error messages per workflow
logging.info("Collecting info on likely cause of failure.")
root_cause = "Unknown cause"
with open(f"{output_path}/fail_log.txt") as fail_log_file:
fail_log = fail_log_file.read()
workflow_category = workflow.split(" - ")[0]
if workflow_category in error_catalog:
for error_message in error_catalog[workflow_category]:
if error_message in fail_log:
root_cause = error_catalog[workflow_category][error_message]["short"]
break
return [pr, workflow, root_cause]


def main():
logging.info("Gathering recent fails information into run_list.json.")
subprocess.run("gh run list -R project-chip/connectedhomeip -b master -s failure --json databaseId,displayTitle,startedAt,workflowName > run_list.json", shell=True)

logging.info("Reading run_list.json into a DataFrame.")
df = pd.read_json("run_list.json")

logging.info("Listing recent fails.")
df.columns = ["ID", "Pull Request", "Start Time", "Workflow"]
print("Recent Fails:")
print(df.to_string(columns=["Pull Request", "Workflow"], index=False))
print()
df.to_csv("recent_fails.csv", index=False)

logging.info("Listing frequency of recent fails by workflow.")
frequency = df["Workflow"].value_counts(normalize=True).mul(100).astype(
str).reset_index(name="Percentage") # Reformat this from "50.0" to "50%"
print("Percentage Frequency of Fails by Workflow:")
print(frequency.to_string(index=False))
print()
frequency.to_csv("recent_workflow_fails_frequency.csv")

logging.info("Conducting fail information parsing.")
root_causes = df.apply(lambda row: process_fail(row["ID"], row["Pull Request"],
row["Start Time"], row["Workflow"]), axis=1, result_type="expand")
root_causes.columns = ["Pull Request", "Workflow", "Cause of Failure"]
print("Likely Root Cause of Recent Fails:")
print(root_causes.to_string(index=False))


df = pd.read_json("run_list.json")
df.columns = ["Pull Request", "Workflow"]
print("Recent Failures:")
print(df.to_string(index=False))
df.to_csv("recent_fails.csv", index=False)
print()
print("Percentage Frequency:")
frequency = df["Workflow"].value_counts(normalize=True).mul(100).astype(str) + "%"
print(frequency.to_string())
frequency.to_csv("recent_fails_frequency.csv")
if __name__ == "__main__":
main()

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