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End of preview. Expand in Data Studio
exp_rle_error_report-v3
QC-filtered subset of laion/exp_rle_error_report-v2 (which itself was a
filter of the 5000-task DCAgent/exp_rle_error_report pool).
Origin
Re-triage of 200 RL traces against v2 (2026-05-15) measured 100% infra-ok but only 5.0% solve. Hand bucketing of the 190 failed traces showed that v1's filter (top-level-import allowlist + instruction-mention check) let through three additional structural classes of unsolvable task:
- missing pytest fixture (30%) —
tests/test_solution.pyrequests a fixture (e.g.nomad_setup,host,app,client) that was defined in the upstreamconftest.pybut not shipped to the sandbox. - deprecated dotted submodule (24%) — imports like
pandas.util.testing,pandas.util._test_decorators,sklearn.utils.testing,scipy.signal.spectral,scipy._lib._numpy_compat,pydantic.datetime_parse,tensorflow.python,tensorflow.contrib. - misc systemic —
pytest.warns(None)deprecation,django.contrib.*import without settings,subprocessshellouts to missing system binaries (ray,docker).
v3 filter
The v3 patcher
(data/patchers/patch_exp_rle_error_report_v3_tasks.py in
open-thoughts/OpenThoughts-Agent) applies seven rules:
- R1: v1 top-level import allowlist + extended local-module blocklist
(
tests,helpers,apis,conftest,fixtures, ...). - R2: deprecated dotted-submodule blocklist.
- R3: deprecated symbol-from-module blocklist (e.g.
scipy.spatial.distance.kulsinski). - R4:
pytest.warns(None)text scan. - R5:
django.contrib.*import withoutsettings.configure()/DJANGO_SETTINGS_MODULE/django.setup(). - R6: subprocess call to a system binary not in the sandbox image
(
ray,docker,kubectl,minio,redis-server,mongod,nomad,consul,helm). - R7: pytest-fixture usage where the fixture is neither defined in the
test file nor a built-in / well-known plugin fixture, and is not a
@pytest.mark.parametrizeargname. Args with default values are excluded (pytest doesn't request fixtures for defaulted args).
Numbers
| stage | tasks |
|---|---|
upstream DCAgent/exp_rle_error_report |
5000 |
laion/exp_rle_error_report-v2 (v1 patch) |
759 |
laion/exp_rle_error_report-v3 (v3 patch) |
261 |
Validation against the 200-trial v2 sample:
- 10/10 solves preserved (100% recall on solves)
- 140/190 fails removed (73.7% fail-removal)
- Expected v3 kept solve rate: 16.7% vs v2 baseline 5.0% (3.33x lift)
Format
Same as v2: a single tasks.parquet with two columns:
path: task id (e.g.5k-error-report-0000)task_binary: gzipped tar of the task folder (metadata.json,instruction.md,task.toml,tests/...,environment/Dockerfile)
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