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Add support for EC2 state 'OutOfService' in moto ELB 'describe_instance_health' Add support for instance state 'OutOfService' in moto ELB 'describe_instance_health' https://github.com/spulec/moto/blob/master/moto/elb/responses.py#L260 mocking doesn't have support for 'OutOfService', once an instance is registered t...
getmoto__moto-5154
{ "instance_id": "getmoto__moto-5154", "problem_statement": "Add support for EC2 state 'OutOfService' in moto ELB 'describe_instance_health'\nAdd support for instance state 'OutOfService' in moto ELB 'describe_instance_health'\r\nhttps://github.com/spulec/moto/blob/master/moto/elb/responses.py#L260\r\n\r\nmocking d...
Inconsistent `us-west-1` availability zones `us-west-1` only has [2 availability zones accessible to customers](https://aws.amazon.com/about-aws/global-infrastructure/regions_az/). The [mapping of availability zone name to availability zone ID](https://docs.aws.amazon.com/ram/latest/userguide/working-with-az-ids.html) ...
getmoto__moto-5513
{ "instance_id": "getmoto__moto-5513", "problem_statement": "Inconsistent `us-west-1` availability zones\n`us-west-1` only has [2 availability zones accessible to customers](https://aws.amazon.com/about-aws/global-infrastructure/regions_az/). The [mapping of availability zone name to availability zone ID](https://d...
Apigateway REST getExport as Swagger Currently the operation `get_export` is not covered in moto, this issue is just to formalize the request to cover this functionality. https://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-export-api.html
getmoto__moto-5844
{ "instance_id": "getmoto__moto-5844", "problem_statement": "Apigateway REST getExport as Swagger\nCurrently the operation `get_export` is not covered in moto, this issue is just to formalize the request to cover this functionality.\r\n\r\nhttps://docs.aws.amazon.com/apigateway/latest/developerguide/api-gateway-exp...
Scheduler not raising ConflictException when duplicate schedules created Boto3 will raise a `ConflictException` when an Eventbridge schedule is created with the same name as an existing schedule. While mocking with moto, this exception is not raised. The response returns a success status and the second schedule is simp...
getmoto__moto-6641
{ "instance_id": "getmoto__moto-6641", "problem_statement": "Scheduler not raising ConflictException when duplicate schedules created\nBoto3 will raise a `ConflictException` when an Eventbridge schedule is created with the same name as an existing schedule. While mocking with moto, this exception is not raised. The...
SNS publish_batch issue with RawMessageDelivery To reproduce: https://github.com/spulec/moto/pull/4818 The behavior between `sns.publish` and `sns.publish_batch` seems to be slightly different, in `sns.publish` the message attributes are handled with `SNSResponse._parse_message_attributes`. This leads to an excep...
getmoto__moto-4881
{ "instance_id": "getmoto__moto-4881", "problem_statement": "SNS publish_batch issue with RawMessageDelivery\nTo reproduce: https://github.com/spulec/moto/pull/4818\r\n\r\nThe behavior between `sns.publish` and `sns.publish_batch` seems to be slightly different, in `sns.publish` the message attributes are handled w...
Organizations close_account doesn't match public API The Organizations close_account API was added in #5040. It doesn't match the spec of the public [CloseAccount](https://docs.aws.amazon.com/organizations/latest/APIReference/API_CloseAccount.html) API. > If the action is successful, the service sends back an HTT...
getmoto__moto-5072
{ "instance_id": "getmoto__moto-5072", "problem_statement": "Organizations close_account doesn't match public API\nThe Organizations close_account API was added in #5040.\r\n\r\nIt doesn't match the spec of the public [CloseAccount](https://docs.aws.amazon.com/organizations/latest/APIReference/API_CloseAccount.html...
DynamoDB UpdateExpression Syntax with Special Characters Rejected with ValidationException Looks like this might relate to #4580 ### Problem Statement I am working with some internal tables where we use attributes prefixed by the underscore character to indicate metadata fields on DynamoDB records. For example, the...
getmoto__moto-6082
{ "instance_id": "getmoto__moto-6082", "problem_statement": "DynamoDB UpdateExpression Syntax with Special Characters Rejected with ValidationException\nLooks like this might relate to #4580\r\n\r\n### Problem Statement\r\nI am working with some internal tables where we use attributes prefixed by the underscore cha...
"get_list_from_ddb_typed_value crashes on missing value\nGiven update expression `SET #0 = list_appe(...TRUNCATED)
getmoto__moto-6011
{"instance_id":"getmoto__moto-6011","problem_statement":"get_list_from_ddb_typed_value crashes on mi(...TRUNCATED)
"Bug: can't call SetIdentityMailFromDomain with Email address\nStack:\r\n\r\nlocalstack 2.2.0 docker(...TRUNCATED)
getmoto__moto-6755
{"instance_id":"getmoto__moto-6755","problem_statement":"Bug: can't call SetIdentityMailFromDomain w(...TRUNCATED)
"ACM certificate with domain validation options not idempotent\n# Problem\r\nThis is a follow up to (...TRUNCATED)
getmoto__moto-7233
{"instance_id":"getmoto__moto-7233","problem_statement":"ACM certificate with domain validation opti(...TRUNCATED)
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OPSD-PI SWE-Gym Stage PI 512

Qwen3.5-9B stage-adaptive OPSD-PI 的公开 512-row 数据与 Weak from-scratch 训练包。Public 512-row data and Weak from-scratch training bundle.

Files

  • data/train.jsonl: 512 deterministic SWE-Gym rows with Weak, Medium, and Strong PI for EXPLORE, REPRODUCE, DIAGNOSE, EDIT, and VERIFY.
  • data/manifest.json: source selection and integrity metadata.
  • release/OPSD_pi-opsd-pi-weak-from-scratch-20260818.tar.gz: immutable source release containing launchers and dependency patches.
  • release/PUBLIC_ASSETS.json: repositories, revisions, model links, and hashes.
  • release/install_and_launch_weak_public.sh: fresh-only downloader and launcher.
  • release/SHA256SUMS: download integrity checks.

The data contains benchmark test patches and privileged information. It is meant for teacher-only research training; do not inject it into a student evaluation prompt. Respect the licenses of the upstream repositories represented by each task.

中文运行

宿主需提前具备兼容的 CUDA Python 环境、Apptainer 和独占 8-GPU allocation:

unset ACTOR_LOAD_DIR
curl -fsSL \
  https://huggingface.co/datasets/LSW142857/OPSD-PI-SWE-Gym-512/resolve/main/release/install_and_launch_weak_public.sh \
  | OPSD_PYTHON=/absolute/path/to/cuda-env/bin/python bash -s -- /persistent/opsd

Weak 从 Qwen3.5-9B Base 的 iteration 0 开始,运行 [0,16)。agent 配置为 250 turns、7200 秒 wall time、600 秒 command/request timeout、131072 context、 8192 max generation、temperature=0.6, top_p=0.95, top_k=20, min_p=0, presence penalty 0、repetition penalty 1,并启用 thinking。

English training

From an exclusive eight-GPU allocation, download the source bundle and start Weak at iteration 0 directly from Qwen3.5-9B Base:

curl -fsSL \
  https://huggingface.co/datasets/LSW142857/OPSD-PI-SWE-Gym-512/resolve/main/release/install_and_launch_weak_public.sh \
  | OPSD_PYTHON=/persistent/envs/slime/bin/python bash -s -- /persistent/opsd

Equivalently, use the GitHub release:

git clone https://github.com/SWL142857/OPSD_baseline.git OPSD_pi
git -C OPSD_pi checkout opsd-pi-weak-from-scratch-20260818
cd OPSD_pi

OPSD_PYTHON=/persistent/envs/slime/bin/python \
  bash scripts/opsd_pi_bootstrap_public.sh /persistent/opsd --launch weak

The host must already provide a compatible NVIDIA driver, a validated CUDA Python environment, Apptainer, and an exclusive allocation of eight GPUs. The public one-command entry is fresh-only and refuses ACTOR_LOAD_DIR.

Integrity

train.jsonl rows: 512
train.jsonl sha256: 3eb41ee35b0a03ed6430865feee1af924fd2dfd896fbad5cba9874dc4193ec33
manifest.json sha256: 10d8b069e333615647d4440587daee83a528cd1b5c4c6d90f0bda0c2efc1d6d2

Training code and full operational documentation: https://github.com/SWL142857/OPSD_baseline/tree/opsd-pi-weak-from-scratch-20260818

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