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Author SHA1 Message Date
9f514a14f5 test(#646): metadata passthrough tests for normalize_training_examples
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- category, tags, source_issue preserved
- multiple metadata fields preserved together
- metadata cannot override core fields
- backward compatible (no metadata = same output as before)
- None values skipped
2026-04-15 01:13:35 +00:00
2107a8cd73 fix(#646): normalize_training_examples preserves optional metadata
Preserves category, tags, source_issue, and any future metadata fields
from input examples through normalization. Core fields (prompt/response/
instruction/answer/task_type) are still extracted separately.

Acceptance criteria:
- Optional metadata fields preserved when present
- Existing callers without metadata remain unchanged
- Added tests for category, tags, source_issue passthrough
2026-04-15 01:12:47 +00:00
4 changed files with 97 additions and 231 deletions

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@@ -1,176 +0,0 @@
#!/usr/bin/env python3
"""PR Triage Automation -- Categorize, deduplicate, report (#659)."""
import argparse, json, os, re, sys, subprocess
from collections import Counter, defaultdict
from datetime import datetime
from urllib.request import Request, urlopen
from urllib.error import HTTPError
def _token():
t = os.environ.get("GITEA_TOKEN", "")
if not t:
p = os.path.expanduser("~/.config/gitea/token")
if os.path.exists(p):
t = open(p).read().strip()
return t
def _api(url, token, method="GET", data=None):
h = {"Authorization": "token " + token, "Accept": "application/json"}
body = json.dumps(data).encode() if data else None
if data:
h["Content-Type"] = "application/json"
req = Request(url, data=body, headers=h, method=method)
try:
return json.loads(urlopen(req, timeout=30).read())
except HTTPError:
return None
def fetch_prs(base, token, owner, repo):
prs, page = [], 1
while True:
b = _api(base + "/api/v1/repos/" + owner + "/" + repo + "/pulls?state=open&limit=50&page=" + str(page), token)
if not b:
break
prs.extend(b)
if len(b) < 50:
break
page += 1
return prs
def fetch_issues(base, token, owner, repo):
iss, page = {}, 1
while True:
b = _api(base + "/api/v1/repos/" + owner + "/" + repo + "/issues?state=open&limit=50&page=" + str(page), token)
if not b:
break
for i in b:
if "pull_request" not in i:
iss[i["number"]] = i
if len(b) < 50:
break
page += 1
return iss
def categorize(pr):
c = (pr.get("title", "") + " " + pr.get("body", "") + " " + " ".join(l.get("name", "") for l in pr.get("labels", []))).lower()
for kw, cat in [("training data", "training-data"), ("dpo", "training-data"), ("grpo", "training-data"),
("fix:", "bug-fix"), ("bug", "bug-fix"), ("hotfix", "bug-fix"),
("feat:", "feature"), ("feature", "feature"),
("refactor", "maintenance"), ("cleanup", "maintenance"),
("doc", "documentation"), ("test", "testing"), ("infra", "infrastructure")]:
if kw in c:
return cat
return "other"
def refs(pr):
return [int(m) for m in re.findall(r"#(\d+)", pr.get("title", "") + " " + pr.get("body", ""))]
def find_duplicates(prs):
by = defaultdict(list)
for p in prs:
for r in refs(p):
by[r].append(p)
return [g for g in by.values() if len(g) > 1]
def health(pr, issues):
r = refs(pr)
created = datetime.fromisoformat(pr["created_at"].replace("Z", "+00:00"))
updated = datetime.fromisoformat(pr["updated_at"].replace("Z", "+00:00"))
now = datetime.now(created.tzinfo)
return {
"pr": pr["number"], "title": pr["title"], "head": pr["head"]["ref"],
"category": categorize(pr), "refs": r,
"open": [x for x in r if x in issues], "closed": [x for x in r if x not in issues],
"age": (now - created).days, "stale": (now - updated).days,
"mergeable": pr.get("mergeable"), "author": pr.get("user", {}).get("login", ""),
}
def report(repo, checks, dups):
lines = ["# PR Triage -- " + repo,
"Generated: " + datetime.now().strftime("%Y-%m-%d %H:%M"),
"Open PRs: " + str(len(checks)), "", "## Summary", ""]
cats = Counter(h["category"] for h in checks)
lines.append("| Category | Count |")
lines.append("|----------|-------|")
for c, n in cats.most_common():
lines.append("| " + c + " | " + str(n) + " |")
stale = [h for h in checks if h["stale"] > 7]
lines.extend(["", "Stale (>7d): " + str(len(stale)),
"Duplicate groups: " + str(len(dups)), ""])
if dups:
lines.append("## Duplicates")
for g in dups:
rs = set()
for p in g:
rs.update(refs(p))
lines.append("Issues " + ", ".join("#" + str(r) for r in sorted(rs)) + ":")
for p in g:
lines.append(" - #" + str(p["number"]) + ": " + p["title"])
lines.append("")
if stale:
lines.append("## Stale (>7d)")
for h in sorted(stale, key=lambda x: x["stale"], reverse=True):
lines.append("- #" + str(h["pr"]) + ": " + h["title"] + " -- " + str(h["stale"]) + "d")
lines.append("")
lines.append("## All PRs")
lines.append("| # | Title | Category | Age | Stale | Merge |")
lines.append("|---|-------|----------|-----|-------|-------|")
for h in sorted(checks, key=lambda x: x["pr"]):
m = "Y" if h["mergeable"] else ("N" if h["mergeable"] is False else "?")
s = str(h["stale"]) + "d" if h["stale"] > 7 else "-"
lines.append("| " + str(h["pr"]) + " | " + h["title"][:50] + " | " + h["category"] +
" | " + str(h["age"]) + "d | " + s + " | " + m + " |")
return chr(10).join(lines)
def main():
p = argparse.ArgumentParser(description="PR Triage Automation")
p.add_argument("--base-url", default="https://forge.alexanderwhitestone.com")
p.add_argument("--owner", default="Timmy_Foundation")
p.add_argument("--repo", default="")
p.add_argument("--json", action="store_true", dest="js")
p.add_argument("--output", default="")
a = p.parse_args()
token = _token()
if not token:
print("No token"); sys.exit(1)
repo = a.repo
if not repo:
try:
remote = subprocess.check_output(["git", "remote", "get-url", "origin"], text=True).strip()
m = re.search(r"[/:](\w[\w-]*)/(\w[\w-]*?)(?:\.git)?$", remote)
if m:
a.owner, repo = m.group(1), m.group(2)
except Exception:
pass
if not repo:
print("No repo specified"); sys.exit(1)
print("Triaging " + a.owner + "/" + repo + "...", file=sys.stderr)
prs = fetch_prs(a.base_url, token, a.owner, repo)
issues = fetch_issues(a.base_url, token, a.owner, repo)
checks = [health(pr, issues) for pr in prs]
dups = find_duplicates(prs)
if a.js:
print(json.dumps({"repo": repo, "prs": checks,
"duplicates": [[{"number": p["number"], "title": p["title"]} for p in g] for g in dups]},
indent=2))
else:
r = report(repo, checks, dups)
print(r)
if a.output:
with open(a.output, "w") as f:
f.write(r)
print("\n" + str(len(checks)) + " PRs, " + str(len(dups)) + " duplicate groups", file=sys.stderr)
if __name__ == "__main__":
main()

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@@ -616,22 +616,26 @@ def normalize_candidate_entry(candidate, batch_id, index):
def normalize_training_examples(examples, batch_id, tweet_ids, fallback_prompt, fallback_response):
_CORE_FIELDS = {"prompt", "instruction", "response", "answer", "task_type"}
normalized = []
for index, example in enumerate(examples, start=1):
prompt = str(example.get("prompt") or example.get("instruction") or "").strip()
response = str(example.get("response") or example.get("answer") or "").strip()
if not prompt or not response:
continue
normalized.append(
{
"example_id": f"{batch_id}-example-{index:02d}",
"batch_id": batch_id,
"task_type": str(example.get("task_type") or "analysis").strip() or "analysis",
"prompt": prompt,
"response": response,
"tweet_ids": tweet_ids,
}
)
entry = {
"example_id": f"{batch_id}-example-{index:02d}",
"batch_id": batch_id,
"task_type": str(example.get("task_type") or "analysis").strip() or "analysis",
"prompt": prompt,
"response": response,
"tweet_ids": tweet_ids,
}
# Preserve optional metadata fields (category, tags, source_issue, etc.)
for key, value in example.items():
if key not in _CORE_FIELDS and key not in entry and value is not None:
entry[key] = value
normalized.append(entry)
if normalized:
return normalized
return [

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@@ -1,45 +0,0 @@
"""Tests for PR triage automation (#659)."""
import pytest
class TestCategorize:
def _pr(self, title="", body=""):
return {"title": title, "body": body, "labels": []}
def test_training(self):
from scripts.pr_triage import categorize
assert categorize(self._pr("Add DPO pairs")) == "training-data"
def test_bug(self):
from scripts.pr_triage import categorize
assert categorize(self._pr("fix: crash")) == "bug-fix"
def test_feature(self):
from scripts.pr_triage import categorize
assert categorize(self._pr("feat: dark mode")) == "feature"
def test_other(self):
from scripts.pr_triage import categorize
assert categorize(self._pr("random")) == "other"
class TestRefs:
def test_simple(self):
from scripts.pr_triage import refs
assert 123 in refs({"title": "Fix #123", "body": ""})
def test_multiple(self):
from scripts.pr_triage import refs
r = refs({"title": "", "body": "Closes #100, Refs #200"})
assert 100 in r and 200 in r
class TestDuplicates:
def test_found(self):
from scripts.pr_triage import find_duplicates
prs = [{"title": "", "body": "Fix #1", "number": 1, "head": {"ref": "a"}, "created_at": "2026-01-01T00:00:00Z", "updated_at": "2026-01-01T00:00:00Z", "user": {}},
{"title": "", "body": "Refs #1", "number": 2, "head": {"ref": "b"}, "created_at": "2026-01-01T00:00:00Z", "updated_at": "2026-01-01T00:00:00Z", "user": {}}]
assert len(find_duplicates(prs)) == 1
def test_none(self):
from scripts.pr_triage import find_duplicates
prs = [{"title": "", "body": "Fix #1", "number": 1, "head": {"ref": "a"}, "created_at": "2026-01-01T00:00:00Z", "updated_at": "2026-01-01T00:00:00Z", "user": {}},
{"title": "", "body": "Fix #2", "number": 2, "head": {"ref": "b"}, "created_at": "2026-01-01T00:00:00Z", "updated_at": "2026-01-01T00:00:00Z", "user": {}}]
assert find_duplicates(prs) == []

View File

@@ -323,6 +323,89 @@ class TestNormalizeTrainingExamples:
assert result[0]["response"] == "A1"
def test_metadata_category_preserved(self):
"""Category metadata passes through normalization."""
examples = [
{"prompt": "Q1", "response": "A1", "category": "crisis-response"},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert len(result) == 1
assert result[0]["category"] == "crisis-response"
def test_metadata_tags_preserved(self):
"""Tags metadata passes through normalization."""
examples = [
{"prompt": "Q1", "response": "A1", "tags": ["manipulation", "edge-case"]},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert result[0]["tags"] == ["manipulation", "edge-case"]
def test_metadata_source_issue_preserved(self):
"""Source issue metadata passes through normalization."""
examples = [
{"prompt": "Q1", "response": "A1", "source_issue": 598},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert result[0]["source_issue"] == 598
def test_multiple_metadata_fields_preserved(self):
"""All metadata fields pass through together."""
examples = [
{
"prompt": "Q1",
"response": "A1",
"category": "boundary-test",
"tags": ["joking"],
"source_issue": 598,
"difficulty": "hard",
},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert result[0]["category"] == "boundary-test"
assert result[0]["tags"] == ["joking"]
assert result[0]["source_issue"] == 598
assert result[0]["difficulty"] == "hard"
def test_metadata_does_not_override_core_fields(self):
"""Metadata cannot override core fields like prompt, response, batch_id."""
examples = [
{"prompt": "Q1", "response": "A1", "batch_id": "SHOULD_NOT_APPEAR"},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert result[0]["batch_id"] == "b001" # Original batch_id wins
def test_no_metadata_backward_compatible(self):
"""Examples without metadata still work exactly as before."""
examples = [
{"prompt": "Q1", "response": "A1", "task_type": "analysis"},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
expected_keys = {"example_id", "batch_id", "task_type", "prompt", "response", "tweet_ids"}
assert set(result[0].keys()) == expected_keys
def test_none_metadata_values_skipped(self):
"""None metadata values are not added."""
examples = [
{"prompt": "Q1", "response": "A1", "category": None},
]
result = normalize_training_examples(
examples, "b001", ["t1"], "fp", "fr"
)
assert "category" not in result[0]
class TestNormalizeRubricScores:
"""normalize_rubric_scores() cleans eval rubric output."""