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7a658b7 | 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 | """DependencyDriftGenerator — scenario family: dependency_drift."""
from __future__ import annotations
import random
from ci_triage_env.data.clustering.archetypes import Archetype
from ci_triage_env.data.generators._helpers import (
ArchetypedGenerator,
build_base_outputs,
fake_short_sha,
fake_timestamp,
fill_template,
make_failure_summary,
pick_test_name,
scenario_id_for,
)
from ci_triage_env.schemas.diagnosis import DiagnosisLabel
from ci_triage_env.schemas.scenario import (
GroundTruth,
Scenario,
ScenarioMetadata,
TerminalActionSpec,
ToolOutput,
)
class DependencyDriftGenerator(ArchetypedGenerator):
family_name = "dependency_drift"
label = DiagnosisLabel.DEPENDENCY_DRIFT
def informative_tools(self) -> list[str]:
return ["read_logs", "recent_commits", "inspect_test_code"]
def minimal_evidence_set(self) -> list[str]:
return ["recent_commits"]
def _default_archetypes(self) -> list[Archetype]:
return [
Archetype(
archetype_id="dependency_drift_001",
family="dependency_drift",
pattern_summary="npm/pip version conflict after lockfile update",
log_template=(
"npm ERR! peer dep missing: {PACKAGE}@^{VERSION}, required by {REQUIRER}\n"
"npm ERR! version conflict: {PACKAGE}@{VERSION} vs {PACKAGE}@{NEW_VERSION}\n"
"FAILED {TEST_MODULE}::{TEST_FUNC}\n"
" ImportError: cannot import name '{SYMBOL}' from '{PACKAGE}'"
),
slot_distributions={
"PACKAGE": ["react", "lodash", "requests", "pydantic", "fastapi"],
"VERSION": ["17.0.0", "4.17.1", "2.28.0", "1.10.0"],
"NEW_VERSION": ["18.0.0", "4.18.0", "2.31.0", "2.0.0"],
"REQUIRER": ["react-dom", "react-router", "starlette"],
"SYMBOL": ["BaseModel", "Field", "validator"],
"TEST_MODULE": ["tests/unit/test_models", "tests/integration/test_schema"],
"TEST_FUNC": ["test_schema_validation", "test_import_contract"],
},
informative_tools_hint=["read_logs:build", "recent_commits:main"],
minimal_evidence_hint=["recent_commits:main"],
),
Archetype(
archetype_id="dependency_drift_002",
family="dependency_drift",
pattern_summary="Cargo.lock / go.sum conflict after dependency bump",
log_template=(
"error[E{NUM}]: use of unstable library feature '{FEATURE}'\n"
" --> src/{MODULE}.rs:{NUM}:{NUM}\n"
" = note: the library is in the Cargo registry but requires nightly\n"
"error: aborting due to {NUM} previous errors\n"
"Cargo.lock conflict: expected version {VERSION}, found {NEW_VERSION}"
),
slot_distributions={
"NUM": ["123", "456", "789", "1", "2", "3"],
"FEATURE": ["proc_macro", "async_fn_traits", "adt_const_params"],
"MODULE": ["lib", "main", "service", "handler"],
"VERSION": ["1.2.3", "0.9.1", "2.0.0-beta.1"],
"NEW_VERSION": ["1.3.0", "0.9.2", "2.0.0"],
},
informative_tools_hint=["read_logs:build", "recent_commits:main"],
minimal_evidence_hint=["recent_commits:main"],
),
]
def generate(self, seed: int, source_log_hash: str | None = None) -> Scenario:
rng = random.Random(seed)
archetype = self._pick_archetype(rng)
log_text = fill_template(archetype.log_template, archetype.slot_distributions, rng)
test_name = pick_test_name(rng)
summary = make_failure_summary(
self.family_name, rng, test_name=test_name, log_excerpt=log_text
)
branch = summary.branch
outputs = build_base_outputs(
test_name, branch, rng,
log_lines=log_text.splitlines(),
rerun_passes=False, # version conflict is deterministic
)
# --- informative overrides ---
dep_name = rng.choice(["pydantic", "requests", "react", "lodash", "serde"])
old_ver = rng.choice(["1.10.0", "2.28.0", "17.0.0", "4.17.1"])
new_ver = rng.choice(["2.0.0", "2.31.0", "18.0.0", "4.18.0"])
bump_author = rng.choice(["@dependabot", "@alice", "@dep-bot"])
bump_sha = fake_short_sha(rng)
outputs[f"recent_commits:{branch}"] = ToolOutput(
tool_name="recent_commits",
payload={
"commits": [
{
"sha": bump_sha,
"author": bump_author,
"msg": f"chore: bump {dep_name} from {old_ver} to {new_ver}",
"files": ["package-lock.json", "pyproject.toml", "Cargo.lock"],
},
{
"sha": fake_short_sha(rng),
"author": "@carol",
"msg": "docs: add changelog entry",
"files": ["CHANGELOG.md"],
},
]
},
cost_units=0.002,
)
outputs["recent_commits:main"] = ToolOutput(
tool_name="recent_commits",
payload={"commits": [
{"sha": bump_sha, "author": bump_author,
"msg": f"chore: bump {dep_name} {old_ver} → {new_ver}",
"files": ["package-lock.json"]},
]},
cost_units=0.002,
)
# Test code looks fine — the dep changed under it
outputs[f"inspect_test_code:{test_name}"] = ToolOutput(
tool_name="inspect_test_code",
payload={
"source": (
f"from {dep_name} import BaseModel, Field\n\n"
f"def {test_name.rsplit('::', 1)[-1]}():\n"
f" model = MyModel(name='test')\n"
f" assert model.dict() # .dict() removed in {dep_name} v{new_ver}\n"
),
"fixtures": [],
},
cost_units=0.002,
)
# build log shows the import/version conflict
outputs["read_logs:build"] = ToolOutput(
tool_name="read_logs",
payload={
"lines": [
f"ImportError: cannot import name 'validator' from '{dep_name}'",
f" -- NOTE: {dep_name} was upgraded from {old_ver} to {new_ver}",
f" -- Breaking change: 'validator' removed in {new_ver}",
],
"truncated": False,
},
cost_units=0.001,
)
# Test was passing before the bump
outputs[f"query_flake_history:{test_name}"] = ToolOutput(
tool_name="query_flake_history",
payload={
"failure_count": 0,
"pass_count": 30,
"recent_failures": [],
"note": f"All passes before {bump_sha}; first failure after dependency bump",
},
cost_units=0.002,
)
difficulty = rng.choice(["easy", "medium", "hard"])
rationale = (
f"recent_commits:{branch} shows commit {bump_sha} by {bump_author} bumped "
f"{dep_name} from {old_ver} to {new_ver}. "
f"inspect_test_code shows the test uses an API removed in the new version. "
f"read_logs:build shows an ImportError for the changed symbol. "
f"query_flake_history shows 100% pass rate before the bump — dependency drift."
)
return Scenario(
schema_version="1.0",
scenario_id=scenario_id_for(self.family_name, seed),
family=self.family_name,
seed=seed,
ground_truth=GroundTruth(
label=self.label,
rationale=rationale,
is_ambiguous=False,
confidence_target=1.0,
),
failure_summary=summary,
tool_outputs=outputs,
informative_tools=self.informative_tools(),
minimal_evidence_set=self.minimal_evidence_set(),
correct_terminal_action=TerminalActionSpec(
primary="submit_diagnosis",
args={
"diagnosis": self.label.value,
"confidence": 1.0,
"secondary_actions": [
{"name": "file_bug", "owner": "@dep-team",
"title": f"Breaking change from {dep_name} {old_ver}→{new_ver}"},
],
},
acceptable_alternatives=[],
),
metadata=ScenarioMetadata(
generator_version="1.0",
generated_at=fake_timestamp(rng),
source_log_hash=source_log_hash,
difficulty=difficulty,
),
)
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