| --- |
| language: |
| - en |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| size_categories: |
| - 1K<n<10K |
| tags: |
| - agent |
| - code |
| - code-contests |
| - harbor |
| - reinforcement-learning |
| - rlvr |
| --- |
| |
| # code-contests-noblock |
|
|
| Harbor-format competitive-programming RL tasks (8,728 tasks) derived from CodeContests. |
| Each task is a Harbor task binary (gzip tar) stored in `tasks.parquet` with columns |
| `path` (str, `<task_id>.tar.gz`) and `task_binary` (binary). Each tar contains |
| `instruction.md`, `task.toml`, `environment/Dockerfile`, and a `tests/` verifier |
| (`test.sh`, `test_state.py`, `test_data.json`). |
|
|
| ## v2 (current) — verifier reward-recording fix |
|
|
| > **Resolves a silent reward-distribution bias.** All 8,728 task verifiers are updated; |
| > task content (instructions, environments, tests, test data) is otherwise byte-identical to v1. |
|
|
| The v1 `tests/test.sh` ran pytest under `set -euo pipefail`: |
|
|
| ```bash |
| set -euo pipefail |
| pytest --ctrf /logs/verifier/ctrf.json /tests/test_state.py -rA # aborts the script on test failure |
| if [ $? -eq 0 ]; then echo 1 > /logs/verifier/reward.txt; else echo 0 > /logs/verifier/reward.txt; fi |
| ``` |
|
|
| Under `set -e`, a failing solution makes pytest exit non-zero and the script **dies before |
| `reward.txt` is written**. Harbor then finds the verifier dir (with `ctrf.json`) but no reward |
| file and raises `RewardFileNotFoundError`. The net effect: |
|
|
| - Failed solutions (legitimate `reward=0`) **crash instead of recording 0**, so they are dropped |
| from generated trace sets rather than counted. |
| - The surviving reward distribution collapses to a single `1.0` bucket — useless for any config |
| that needs the success/failure signal — and reported mean reward is inflated. |
|
|
| v2 wraps pytest so the script never dies on a test failure and **always** records a reward: |
|
|
| ```bash |
| set +e |
| pytest --ctrf /logs/verifier/ctrf.json /tests/test_state.py -rA |
| PYTEST_EXIT=$? |
| set -e |
| if [ $PYTEST_EXIT -eq 0 ]; then echo 1 > /logs/verifier/reward.txt; else echo 0 > /logs/verifier/reward.txt; fi |
| ``` |
|
|
| This matches the correct pattern already used by the Nemotron task verifiers (which had zero |
| `RewardFileNotFoundError`s for exactly this reason). |
|
|
| The buggy original remains resolvable at the [`v1`](https://huggingface.co/datasets/DCAgent/code-contests-noblock/tree/v1) tag. |
|
|
| ```python |
| from huggingface_hub import hf_hub_download |
| hf_hub_download("DCAgent/code-contests-noblock", "tasks.parquet", repo_type="dataset") # v2 (fixed) |
| hf_hub_download("DCAgent/code-contests-noblock", "tasks.parquet", repo_type="dataset", revision="v1") # original |
| ``` |
|
|