Instructions to use Wellz1000/hermes-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- HERMES
How to use Wellz1000/hermes-2 with HERMES:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
File size: 19,825 Bytes
176d459 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 | #!/usr/bin/env python3
"""Live-updating CI review comment.
Polls the GitHub Actions API for job statuses in the current run, assembles
the review comment from whatever results are available, and upserts it as a
PR comment. Repeats every ``--interval`` seconds until all jobs are
completed (or ``--timeout`` is reached), so the comment updates in real time
as each job finishes.
The comment is identified by the ``<!-- hermes-ci-review-bot -->`` marker
β the same one ``assemble_review_comment.py`` uses β so it replaces any
previous comment from an earlier run.
Architecture:
- :func:`classify_jobs` (pure, testable) β takes a list of raw API job
dicts and returns ``(completed, pending, job_urls)`` where ``completed``
is a ``{name: result}`` dict (for :func:`assemble_review_comment.assemble`)
and ``pending`` is a list of job names still running.
- :func:`find_comment_id` / :func:`upsert_comment` β thin API wrappers.
- :func:`_fetch_timings_statuses` β downloads the ci-timings artifact
(if available) and parses the ``review_status=`` line from it, merging
the status objects into the review statuses array.
- :func:`run` β the polling loop. Calls the API, classifies, assembles,
upserts, sleeps, repeats. Before its final exit, it gives downstream jobs
a short grace period to appear.
The orchestrator job names (detect, all-checks-pass, comment-live, etc.)
are excluded from the comment β they're infrastructure, not review signal.
"""
from __future__ import annotations
import argparse
import json
import os
import subprocess
import sys
import time
import urllib.error
import urllib.request
from pathlib import Path
API_BASE = "https://api.github.com"
# Job names that are infrastructure (this script, the gate, the detector)
# and should never appear in the review comment.
_INFRA_JOBS = frozenset({
"detect",
"all-checks-pass",
"comment-pending",
"comment-results",
"comment-live",
"CI review comment (pending)",
"CI review comment (results)",
"CI review comment (live)",
"All required checks pass",
"Detect affected areas",
})
# Map GitHub API conclusion values to our result strings.
_CONCLUSION_MAP = {
"success": "success",
"failure": "failure",
"skipped": "skipped",
"cancelled": "skipped",
"neutral": "skipped",
"timed_out": "failure",
"action_required": "skipped",
}
def classify_jobs(api_jobs: list[dict]) -> tuple[dict[str, str], list[str], dict[str, str]]:
"""Classify raw API job dicts into completed + pending + job_urls.
Returns ``(completed, pending, job_urls)``:
- ``completed``: ``{job_name: result}`` where result is
``"success"`` / ``"failure"`` / ``"skipped"``. Only non-infra jobs
that have finished.
- ``pending``: list of job names still running (in_progress / queued
/ waiting). Excludes infra jobs.
- ``job_urls``: ``{job_name: html_url}`` β direct links to each
job's logs page, for the assembler to use in β Error links.
The API returns orchestrator-level jobs and sub-workflow jobs
(workflow_call) in separate runs β :func:`collect_run_jobs` merges
them. Each sub-workflow job has a ``_workflow_name`` prefix so the
display name is ``"Workflow / job"``.
"""
completed: dict[str, str] = {}
pending: list[str] = []
job_urls: dict[str, str] = {}
for job in api_jobs:
name = job.get("name", "unknown")
if job.get("_workflow_name"):
name = f"{job['_workflow_name']} / {name}"
if name in _INFRA_JOBS:
continue
status = job.get("status", "")
conclusion = job.get("conclusion", "")
html_url = job.get("html_url", "")
if html_url:
job_urls[name] = html_url
if status in ("in_progress", "queued", "waiting"):
pending.append(name)
elif status == "completed":
result = _CONCLUSION_MAP.get(conclusion, "skipped")
completed[name] = result
# else: unknown status β skip
return completed, pending, job_urls
# ---------------------------------------------------------------------------
# API helpers
# ---------------------------------------------------------------------------
def _api_request(url: str, token: str) -> dict:
"""Authenticated GitHub API GET (single page)."""
req = urllib.request.Request(url, headers={
"Authorization": f"Bearer {token}",
"Accept": "application/vnd.github+json",
"X-GitHub-Api-Version": "2022-11-28",
"User-Agent": "ci-live-comment",
})
with urllib.request.urlopen(req) as resp:
data: dict = json.loads(resp.read())
return data
def _api_get_paginated(url: str, token: str, list_key: str | None = None) -> list:
"""Authenticated GitHub API GET with pagination."""
results: list = []
while url:
req = urllib.request.Request(url, headers={
"Authorization": f"Bearer {token}",
"Accept": "application/vnd.github+json",
"X-GitHub-Api-Version": "2022-11-28",
"User-Agent": "ci-live-comment",
})
with urllib.request.urlopen(req) as resp:
data = json.loads(resp.read())
link_header = resp.headers.get("Link", "")
if list_key:
results.extend(data.get(list_key, []))
elif isinstance(data, list):
results.extend(data)
else:
return data
next_url = None
for part in link_header.split(","):
part = part.strip()
if 'rel="next"' in part:
next_url = part[part.find("<") + 1:part.find(">")]
break
url = next_url
return results
def collect_run_jobs(token: str, repo: str, run_id: str) -> list[dict]:
"""Collect all jobs in the orchestrator run + sub-workflow runs.
Returns a flat list of job dicts (same shape as the API returns, plus
``_workflow_name`` on sub-workflow jobs).
"""
owner, repo_name = repo.split("/")
run_info = _api_request(f"{API_BASE}/repos/{owner}/{repo_name}/actions/runs/{run_id}", token)
created_at = run_info.get("created_at", "")
head_sha = run_info.get("head_sha", "")
# Orchestrator jobs
orch_jobs = _api_get_paginated(
f"{API_BASE}/repos/{owner}/{repo_name}/actions/runs/{run_id}/jobs",
token, list_key="jobs",
)
# Sub-workflow runs (workflow_call)
sub_runs = _api_get_paginated(
f"{API_BASE}/repos/{owner}/{repo_name}/actions/runs?head_sha={head_sha}&event=workflow_call&per_page=100",
token, list_key="workflow_runs",
)
sub_runs = [r for r in sub_runs if r.get("created_at", "") >= created_at]
all_jobs: list[dict] = []
# Orchestrator jobs: skip workflow-call placeholder steps (they're
# sub-workflow triggers, not review signal), but KEEP in_progress /
# queued jobs so the poller knows they're still running.
for job in orch_jobs:
steps = job.get("steps") or []
if any(s.get("name", "").startswith("Run ./.github/workflows/") for s in steps):
continue
all_jobs.append(job)
# Sub-workflow jobs (workflow_call).
# These runs may not exist yet on the first few polls β that's fine,
# classify_jobs() will just show 0 pending for them.
for sr in sub_runs:
sr_id = sr["id"]
sr_name = sr.get("name", "")
sr_jobs = _api_get_paginated(
f"{API_BASE}/repos/{owner}/{repo_name}/actions/runs/{sr_id}/jobs",
token, list_key="jobs",
)
for j in sr_jobs:
j["_workflow_name"] = sr_name
all_jobs.append(j)
return all_jobs
def find_comment_id(token: str, repo: str, pr_number: str) -> int | None:
"""Find our existing review comment by marker prefix."""
owner, repo_name = repo.split("/")
comments = _api_get_paginated(
f"{API_BASE}/repos/{owner}/{repo_name}/issues/{pr_number}/comments",
token,
)
for c in comments:
body = c.get("body", "") if isinstance(c, dict) else ""
if body.startswith("<!-- hermes-ci-review-bot -->"):
return c.get("id") if isinstance(c, dict) else None
return None
def upsert_comment(
token: str, repo: str, pr_number: str, body: str, comment_id: int | None = None
) -> int | None:
"""Create or update the review comment. Returns the comment ID."""
owner, repo_name = repo.split("/")
if comment_id is None:
comment_id = find_comment_id(token, repo, pr_number)
if comment_id:
url = f"{API_BASE}/repos/{owner}/{repo_name}/issues/comments/{comment_id}"
method = "PATCH"
else:
url = f"{API_BASE}/repos/{owner}/{repo_name}/issues/{pr_number}/comments"
method = "POST"
data = json.dumps({"body": body}).encode("utf-8")
req = urllib.request.Request(url, data=data, method=method, headers={
"Authorization": f"Bearer {token}",
"Accept": "application/vnd.github+json",
"X-GitHub-Api-Version": "2022-11-28",
"Content-Type": "application/json",
"User-Agent": "ci-live-comment",
})
try:
with urllib.request.urlopen(req) as resp:
result = json.loads(resp.read())
return result.get("id")
except urllib.error.HTTPError as e:
print(f" API error {e.code}: {e.reason}", file=sys.stderr)
return None
# ---------------------------------------------------------------------------
# Artifact fetching (ci-timings review_status)
# ---------------------------------------------------------------------------
def _fetch_artifact_statuses(
token: str, repo: str, run_id: str, artifact_name: str,
) -> list[dict]:
"""Download a workflow artifact and extract review_status entries.
The ci-timings job writes a ``review-status.json`` file containing
``review_status=<json>`` (GITHUB_OUTPUT format) into its artifact.
This function downloads the artifact, parses the line, and returns
the parsed status array. Returns ``[]`` if the artifact doesn't exist
yet or can't be parsed.
"""
try:
result = subprocess.run(
["gh", "run", "download", run_id, "--repo", repo,
"--name", artifact_name, "--dir", "/tmp/artifact-dl"],
capture_output=True, timeout=30,
)
if result.returncode != 0:
return []
except Exception:
return []
status_file = Path("/tmp/artifact-dl/review-status.json")
if not status_file.exists():
return []
try:
content = status_file.read_text(encoding="utf-8").strip()
# GITHUB_OUTPUT format: review_status=<json>
if content.startswith("review_status="):
content = content[len("review_status="):]
statuses = json.loads(content)
if isinstance(statuses, list):
return statuses
except (json.JSONDecodeError, OSError):
pass
return []
# ---------------------------------------------------------------------------
# Comment assembly
# ---------------------------------------------------------------------------
def _import_assembler():
"""Import assemble_review_comment.py from the same directory."""
here = Path(__file__).resolve().parent
sys.path.insert(0, str(here))
import assemble_review_comment as asm
return asm
def build_comment_body(
asm_mod,
completed: dict[str, str],
pending: list[str],
run_url: str,
job_urls: dict[str, str],
review_statuses_json: str,
commit_info: str = "",
) -> str:
"""Assemble the comment body from current job states + static inputs."""
needs_json = json.dumps(completed) if completed else ""
return asm_mod.assemble(
needs_json=needs_json,
run_url=run_url,
job_urls=job_urls,
review_statuses_json=review_statuses_json,
pending_jobs=pending if pending else None,
commit_info=commit_info,
)
def _merge_statuses(
base_statuses: list[dict], extra_statuses: list[dict]
) -> str:
"""Merge two status arrays into one JSON string."""
merged = list(base_statuses) + list(extra_statuses)
return json.dumps(merged) if merged else ""
def _commit_info_for_state(commit_info: str, pending: list[str]) -> str:
"""Use past tense in the final comment after every CI job completes."""
if pending:
return commit_info
return commit_info.replace("<sub>running on ", "<sub>ran on ", 1)
# ---------------------------------------------------------------------------
# Polling loop
# ---------------------------------------------------------------------------
def run(
token: str,
repo: str,
run_id: str,
pr_number: str,
run_url: str,
review_statuses_json: str = "",
commit_info: str = "",
interval: int = 15,
timeout: int = 1800,
dry_run: bool = False,
) -> int:
"""Poll for job statuses and update the PR comment until all done.
Returns 0 always β comment posting is best-effort.
"""
asm = _import_assembler()
start = time.time()
last_body = ""
quiet_grace_used = False
# Parse the base statuses once (from review-labels, lockfile-diff, etc.)
try:
base_statuses = json.loads(review_statuses_json) if review_statuses_json else []
except (json.JSONDecodeError, TypeError):
base_statuses = []
print(f" Loaded {len(base_statuses)} base review status entries")
while True:
elapsed = time.time() - start
if elapsed > timeout:
print(f"Timeout ({timeout}s) reached β stopping poll.", file=sys.stderr)
break
try:
jobs = collect_run_jobs(token, repo, run_id)
except Exception as e:
print(f" API error collecting jobs: {e}", file=sys.stderr)
time.sleep(interval)
continue
completed, pending, job_urls = classify_jobs(jobs)
total = len(completed) + len(pending)
print(f" [{elapsed:.0f}s] {len(completed)} completed, {len(pending)} pending "
f"({total} total jobs)")
# Try to fetch ci-timings artifact statuses (may not exist yet).
artifact_statuses = _fetch_artifact_statuses(
token, repo, run_id, "ci-timings-review-status",
)
if artifact_statuses:
print(f" Found ci-timings artifact with {len(artifact_statuses)} status entries")
merged_json = _merge_statuses(base_statuses, artifact_statuses)
current_commit_info = _commit_info_for_state(commit_info, pending)
body = build_comment_body(
asm, completed, pending, run_url, job_urls,
merged_json,
current_commit_info,
)
if body != last_body:
if dry_run:
print("--- DRY RUN β comment body ---")
print(body)
print("--- END ---")
else:
cid = upsert_comment(token, repo, pr_number, body)
if cid:
print(f" Updated comment {cid}")
else:
print(" Failed to update comment (will retry)", file=sys.stderr)
last_body = body
else:
print(" No change since last poll.")
if not pending and not quiet_grace_used:
quiet_grace_used = True
print(" No visible jobs pending β waiting 10s for downstream jobs to appear.")
time.sleep(10)
continue
if not pending:
# Check if any dependency failed. If so, exit non-zero so the
# run shows as failed β this lets ``gh run rerun --failed``
# (e.g. from label-rerun.yml) pick up and rerun the failed jobs.
failed_deps = [name for name, result in completed.items() if result == "failure"]
if failed_deps:
print(f" All jobs done, but {len(failed_deps)} failed: {', '.join(failed_deps)}")
print(" Exiting with error so the run can be rerun via --failed.")
return 1
print(" All jobs completed β done.")
break
quiet_grace_used = False
time.sleep(interval)
return 0
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--interval", type=int, default=15,
help="Seconds between polls (default: 15).")
parser.add_argument("--timeout", type=int, default=1800,
help="Max seconds to poll before giving up (default: 1800).")
parser.add_argument("--review-statuses-file", type=Path, default=None,
help="Path to a JSON file with merged review statuses from workflow_call jobs.")
parser.add_argument("--dry-run", action="store_true",
help="Print comment body instead of posting to PR.")
args = parser.parse_args()
token = os.environ.get("GITHUB_TOKEN", "")
repo = os.environ.get("GITHUB_REPOSITORY", "")
run_id = os.environ.get("GITHUB_RUN_ID", "")
pr_number = os.environ.get("PR_NUMBER", "")
run_url = os.environ.get("RUN_URL", "")
if not args.dry_run:
if not token:
print("GITHUB_TOKEN is required", file=sys.stderr)
return 1
if not repo:
print("GITHUB_REPOSITORY is required", file=sys.stderr)
return 1
if not run_id:
print("GITHUB_RUN_ID is required", file=sys.stderr)
return 1
if not pr_number:
print("PR_NUMBER is required", file=sys.stderr)
return 1
# Read merged review statuses from file (prepared by the ci.yml step).
review_statuses_json = ""
if args.review_statuses_file:
try:
review_statuses_json = args.review_statuses_file.read_text(encoding="utf-8")
except OSError as e:
print(f"Warning: could not read review statuses file: {e}", file=sys.stderr)
# Build commit info line from env vars (set by ci.yml).
commit_sha = os.environ.get("COMMIT_SHA", "")
commit_msg = os.environ.get("COMMIT_MESSAGE", "")
commit_url = os.environ.get("COMMIT_URL", "")
commit_info = ""
if commit_sha:
short_sha = commit_sha[:7]
if commit_msg:
# Truncate commit message to first line, max 60 chars.
first_line = commit_msg.split("\n")[0][:60]
if commit_url:
commit_info = f"<sub>running on [{short_sha}]({commit_url}) β {first_line}</sub>"
else:
commit_info = f"<sub>running on {short_sha} β {first_line}</sub>"
elif commit_url:
commit_info = f"<sub>running on [{short_sha}]({commit_url})</sub>"
else:
commit_info = f"<sub>running on {short_sha}</sub>"
return run(
token=token,
repo=repo,
run_id=run_id,
pr_number=pr_number,
run_url=run_url,
review_statuses_json=review_statuses_json,
commit_info=commit_info,
interval=args.interval,
timeout=args.timeout,
dry_run=args.dry_run,
)
if __name__ == "__main__":
sys.exit(main())
|