GEMMA DEVELOPER AGENTSAVED EVIDENCE
← Dataset Exploration
ARCHIVED TRAINING / joke2k/django-environ

joke2k__django-environ-592

This is a preserved training example. Membership in the current training wave has not been verified.
joke2k/django-environ · Task 84 of 169

Problem statement

Add support for Django 5.1 PostgreSQL connection pools to env.db_url
From the Django 5.1 release notes:

> Django 5.1 also introduces [connection pool](https://docs.djangoproject.com/en/5.1/ref/databases/#postgresql-pool) support for PostgreSQL. As the time to establish a new connection can be relatively long, keeping connections open can reduce latency.
> 
> To use a connection pool with [psycopg](https://www.psycopg.org/), you can set the "pool" option inside [OPTIONS](https://docs.djangoproject.com/en/5.1/ref/settings/#std-setting-OPTIONS) to be a dict to be passed to [ConnectionPool](https://www.psycopg.org/psycopg3/docs/api/pool.html#psycopg_pool.ConnectionPool), or to True to use the ConnectionPool defaults:

```
DATABASES = {
    "default": {
        "ENGINE": "django.db.backends.postgresql",
        # ...
        "OPTIONS": {
            "pool": {
                "min_size": 2,
                "max_size": 4,
                "timeout": 10,
            }
        },
    },
}
```

https://docs.djangoproject.com/en/5.1/releases/5.1/#postgresql-connection-pools

The format does not lend itself well to be passed as query params in the DATABASE_URL.

Perhaps they can be passed in a new `extra_options` argument?

```python
env.db_url(extra_options={
  "pool": {"min_size": 2, "max_size": 4, "timeout": 10}
})
```

Training membership

opd_e4b_hybrid_v3 opd_e4b_onpolicy_v3 opd_e4b_pure_v6b opd_e4b_pure_v7 opd_e4b_pure_v7b rft_e4b_aligned_v2 rft_v1 rft_v2

Task issues extracted from preserved verified_rft_messages training examples. This is not a verified current RL wave manifest.

Task and snapshot provenance

Snapshot captured 2026-11-12T17:06:59.476467+00:00 · Autoresearch-Arena/gemma-4-developer-agent

{
  "datasets": [
    "opd_e4b_hybrid_v3",
    "opd_e4b_onpolicy_v3",
    "opd_e4b_pure_v6b",
    "opd_e4b_pure_v7",
    "opd_e4b_pure_v7b",
    "rft_e4b_aligned_v2",
    "rft_v1",
    "rft_v2"
  ],
  "examples": 29,
  "instance_id": "joke2k__django-environ-592",
  "problem_statement": "Add support for Django 5.1 PostgreSQL connection pools to env.db_url\nFrom the Django 5.1 release notes:\r\n\r\n> Django 5.1 also introduces [connection pool](https://docs.djangoproject.com/en/5.1/ref/databases/#postgresql-pool) support for PostgreSQL. As the time to establish a new connection can be relatively long, keeping connections open can reduce latency.\r\n> \r\n> To use a connection pool with [psycopg](https://www.psycopg.org/), you can set the \"pool\" option inside [OPTIONS](https://docs.djangoproject.com/en/5.1/ref/settings/#std-setting-OPTIONS) to be a dict to be passed to [ConnectionPool](https://www.psycopg.org/psycopg3/docs/api/pool.html#psycopg_pool.ConnectionPool), or to True to use the ConnectionPool defaults:\r\n\r\n```\r\nDATABASES = {\r\n    \"default\": {\r\n        \"ENGINE\": \"django.db.backends.postgresql\",\r\n        # ...\r\n        \"OPTIONS\": {\r\n            \"pool\": {\r\n                \"min_size\": 2,\r\n                \"max_size\": 4,\r\n                \"timeout\": 10,\r\n            }\r\n        },\r\n    },\r\n}\r\n```\r\n\r\nhttps://docs.djangoproject.com/en/5.1/releases/5.1/#postgresql-connection-pools\r\n\r\nThe format does not lend itself well to be passed as query params in the DATABASE_URL.\r\n\r\nPerhaps they can be passed in a new `extra_options` argument?\r\n\r\n```python\r\nenv.db_url(extra_options={\r\n  \"pool\": {\"min_size\": 2, \"max_size\": 4, \"timeout\": 10}\r\n})\r\n```",
  "repo": "joke2k/django-environ",
  "source": "v2/experiments/train_data/opd_e4b_hybrid_v3/verified_rft_messages.jsonl",
  "source_sha256": "bd326303eb127e8e5e08f03daf97bb88d79d19709d59f3f93f348bc56686a8df"
}
{
  "captured_at": "2026-11-12T17:06:59.476467+00:00",
  "membership": "archived training",
  "membership_evidence": "Task issues extracted from preserved verified_rft_messages training examples. This is not a verified current RL wave manifest.",
  "name": "Preserved post-training task archive",
  "source": "Autoresearch-Arena/gemma-4-developer-agent",
  "source_revision": "016496de222aaafca0d4ee4c18efc63ba616f76e",
  "sources": [
    {
      "path": "v2/experiments/train_data/opd_e4b_cispo_v5/verified_rft_messages.jsonl",
      "sha256": "a43610ad0dfb6ace95375cfae09000f41afc0338cc925af870a4ade7a9b20c4c"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_hybrid_v3/verified_rft_messages.jsonl",
      "sha256": "bd326303eb127e8e5e08f03daf97bb88d79d19709d59f3f93f348bc56686a8df"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_onpolicy_v3/verified_rft_messages.jsonl",
      "sha256": "960c680e797e823a0d3a22f4b1d5ef60a72971373d703b877340b0c9126aaf68"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_pure_v6a/verified_rft_messages.jsonl",
      "sha256": "f045b7ca5b3883a1e2eaee81e1c02a4a1b53dd7b7b36e98bacb2ba5823a15148"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_pure_v6b/verified_rft_messages.jsonl",
      "sha256": "0f62460a9706eea5e1605255896f191ab00cb5706c5f1f2e1c293e9a718218dc"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_pure_v7/verified_rft_messages.jsonl",
      "sha256": "e37f7bd675322f3f81500b73559d60d5f602ca0537bf19f5cb06332c728c7b72"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_pure_v7b/verified_rft_messages.jsonl",
      "sha256": "b864bdc8695183433eef6e31cb8d33fad44ba3aded2170c1ade4ad5b2944ce23"
    },
    {
      "path": "v2/experiments/train_data/opd_e4b_self_audit_v4/verified_rft_messages.jsonl",
      "sha256": "0026023745afb8f3dc1c176dc7f7171157b4ad5a66656b524af218e8e19ceee6"
    },
    {
      "path": "v2/experiments/train_data/rft_e4b_aligned_v2/verified_rft_messages.jsonl",
      "sha256": "92a4515fee9d152b0d4c510ee3ce4caaaffe2003ba7584469f8027f174aab18c"
    },
    {
      "path": "v2/experiments/train_data/rft_v1/verified_rft_messages.jsonl",
      "sha256": "a42453ccd7ac7680b0a03865e8e7080bc8bf74c8d9d193b440c441ed46f8512b"
    },
    {
      "path": "v2/experiments/train_data/rft_v2/verified_rft_messages.jsonl",
      "sha256": "18f4b3bd7e651f83c6acab479c9475e3fa50dc652a384f309e97146983ac85ba"
    }
  ]
}