Datasets:

Prasham1710
/

ci-triage-scenarios

A corpus of CI-failure scenarios for the CI-Triage-Env OpenEnv RL environment. Generated from public OSS CI logs (anonymized) and open-license datasets (DeFlaker, iDFlakies, FlakeFlagger, LogHub).

Splits

Split	Count	Notes
train	419	Unambiguous families only
val	89	Unambiguous families only
held_out	241	Includes ALL ambiguous instances (calibration probe)

Schema

Each row contains:

scenario_id (string): unique identifier (<family>-s<seed>-<hash>)
family (string): one of real_bug, race_flake, timing_flake, infra_network, infra_resource, dependency_drift, ambiguous
scenario_json (string): full Scenario JSON, validates against ci_triage_env.schemas.scenario.Scenario
difficulty (string): easy / medium / hard

Failure Families

Family	Description
`real_bug`	A genuine code defect introduced by a recent commit
`race_flake`	Non-deterministic failure from a data race / goroutine conflict
`timing_flake`	Intermittent timeout under CI scheduler load
`infra_network`	DNS / TLS / connectivity failure on the CI node
`infra_resource`	OOM-kill, disk full, or file-descriptor exhaustion
`dependency_drift`	Breaking change from a dependency version bump
`ambiguous`	Multiple plausible causes — correct response is low confidence

License

CC-BY-4.0. Generated from public OSS CI logs (anonymized) and open-license datasets (DeFlaker, iDFlakies, FlakeFlagger, LogHub).

Citation

If you use this corpus, please cite the originating datasets and the Meta PyTorch OpenEnv hackathon submission (CI-Triage-Env).

Downloads last month: 32

scenario_id stringlengths 25 33	family stringclasses 6 values	scenario_json stringlengths 6.25k 7.27k	difficulty stringclasses 3 values
dependency_drift-s100525-23ae1812	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100525-23ae1812", "family": "dependency_drift", "seed": 100525, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/logging shows commit d0b2e67b by @dependabot bumped pydantic from 1.10.0 to 4.18.0. inspect_test_code shows the t...	easy
dependency_drift-s100527-d8a7d736	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100527-d8a7d736", "family": "dependency_drift", "seed": 100527, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/retry-logic shows commit dc8da5f7 by @dependabot bumped lodash from 2.28.0 to 2.31.0. inspect_test_code shows the tes...	hard
dependency_drift-s100528-d7c74696	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100528-d7c74696", "family": "dependency_drift", "seed": 100528, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit 74dfafa7 by @dependabot bumped lodash from 2.28.0 to 18.0.0. inspect_test_code shows the test uses an A...	hard
dependency_drift-s100530-29b8a6c2	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100530-29b8a6c2", "family": "dependency_drift", "seed": 100530, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit 6c6fec31 by @dep-bot bumped lodash from 1.10.0 to 4.18.0. inspect_test_code shows the test uses an API ...	medium
dependency_drift-s100531-4eb2fb8c	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100531-4eb2fb8c", "family": "dependency_drift", "seed": 100531, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit 25e9d802 by @alice bumped serde from 4.17.1 to 18.0.0. inspect_test_code shows the test uses an API rem...	medium
dependency_drift-s100533-305e4d3e	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100533-305e4d3e", "family": "dependency_drift", "seed": 100533, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/memory-leak shows commit 518b8658 by @dep-bot bumped react from 2.28.0 to 2.0.0. inspect_test_code shows the test use...	hard
dependency_drift-s100534-c5d2c876	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100534-c5d2c876", "family": "dependency_drift", "seed": 100534, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/notifications shows commit 11025349 by @dependabot bumped serde from 1.10.0 to 2.0.0. inspect_test_code shows the...	easy
dependency_drift-s100535-024609bc	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100535-024609bc", "family": "dependency_drift", "seed": 100535, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/deadlock shows commit 1cfd8f72 by @dependabot bumped serde from 4.17.1 to 4.18.0. inspect_test_code shows the test us...	medium
dependency_drift-s100536-023591f2	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100536-023591f2", "family": "dependency_drift", "seed": 100536, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/null-check shows commit f7bbcd6c by @alice bumped serde from 1.10.0 to 2.31.0. inspect_test_code shows the test uses ...	hard
dependency_drift-s100537-e9bd917f	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100537-e9bd917f", "family": "dependency_drift", "seed": 100537, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/memory-leak shows commit 90bf2a78 by @dependabot bumped react from 4.17.1 to 2.31.0. inspect_test_code shows the test...	easy
dependency_drift-s100539-09b35d2a	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100539-09b35d2a", "family": "dependency_drift", "seed": 100539, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:develop shows commit 504a53fa by @dep-bot bumped requests from 4.17.1 to 4.18.0. inspect_test_code shows the test uses an...	hard
dependency_drift-s100540-705db020	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100540-705db020", "family": "dependency_drift", "seed": 100540, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/search shows commit 0e383289 by @alice bumped pydantic from 17.0.0 to 2.0.0. inspect_test_code shows the test use...	medium
dependency_drift-s100542-098eb534	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100542-098eb534", "family": "dependency_drift", "seed": 100542, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/cache shows commit 9e103e83 by @alice bumped react from 4.17.1 to 2.31.0. inspect_test_code shows the test uses a...	hard
dependency_drift-s100543-1837c594	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100543-1837c594", "family": "dependency_drift", "seed": 100543, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit 880ab586 by @dependabot bumped requests from 4.17.1 to 2.0.0. inspect_test_code shows the test uses an ...	medium
dependency_drift-s100544-c322a419	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100544-c322a419", "family": "dependency_drift", "seed": 100544, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/notifications shows commit cdcbd696 by @dep-bot bumped serde from 1.10.0 to 2.31.0. inspect_test_code shows the t...	hard
dependency_drift-s100546-892b4bdf	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100546-892b4bdf", "family": "dependency_drift", "seed": 100546, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/search shows commit 887d3d5a by @dep-bot bumped requests from 4.17.1 to 18.0.0. inspect_test_code shows the test ...	medium
dependency_drift-s100547-4b0386be	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100547-4b0386be", "family": "dependency_drift", "seed": 100547, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:develop shows commit cebd745c by @alice bumped pydantic from 4.17.1 to 4.18.0. inspect_test_code shows the test uses an A...	medium
dependency_drift-s100548-2c9ae3a6	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100548-2c9ae3a6", "family": "dependency_drift", "seed": 100548, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit 3b66c9a0 by @dependabot bumped pydantic from 1.10.0 to 18.0.0. inspect_test_code shows the test uses an...	easy
dependency_drift-s100549-a9e499f9	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100549-a9e499f9", "family": "dependency_drift", "seed": 100549, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:develop shows commit 21e190dc by @dep-bot bumped pydantic from 2.28.0 to 18.0.0. inspect_test_code shows the test uses an...	easy
dependency_drift-s100550-0a972ede	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100550-0a972ede", "family": "dependency_drift", "seed": 100550, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/notifications shows commit 67bb24f6 by @alice bumped lodash from 1.10.0 to 2.31.0. inspect_test_code shows the te...	easy
dependency_drift-s100552-71f55e7c	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100552-71f55e7c", "family": "dependency_drift", "seed": 100552, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:develop shows commit f7485cf3 by @alice bumped serde from 17.0.0 to 18.0.0. inspect_test_code shows the test uses an API ...	easy
dependency_drift-s100553-a0071172	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100553-a0071172", "family": "dependency_drift", "seed": 100553, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:feature/search shows commit a889fe9b by @alice bumped lodash from 2.28.0 to 4.18.0. inspect_test_code shows the test uses...	easy
dependency_drift-s100554-2b9b345b	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100554-2b9b345b", "family": "dependency_drift", "seed": 100554, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:main shows commit e4005aaa by @dependabot bumped pydantic from 17.0.0 to 4.18.0. inspect_test_code shows the test uses an...	easy
dependency_drift-s100555-619da3c7	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100555-619da3c7", "family": "dependency_drift", "seed": 100555, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:fix/index-bounds shows commit a0d9d61a by @alice bumped pydantic from 2.28.0 to 2.31.0. inspect_test_code shows the test ...	hard
dependency_drift-s100557-027cbe18	dependency_drift	{"schema_version": "1.0", "scenario_id": "dependency_drift-s100557-027cbe18", "family": "dependency_drift", "seed": 100557, "ground_truth": {"label": "dependency_drift", "rationale": "recent_commits:develop shows commit 2b17df88 by @alice bumped pydantic from 4.17.1 to 18.0.0. inspect_test_code shows the test uses an A...	medium