Copy a file or directory from host into Kubernetes pod using tar over exec.

Copy a file or directory from host into Sandbox using tar over exec.

Return name of container

Parse the Python file with the built-in 'ast' module to skip large function bodies (≥ 5 lines). Return a list of (zero_based_

Parse the Python file with the built-in 'ast' module to skip large function bodies (≥ 5 lines). Return a list of (zero_based_

Checks if the given file starts with a shebang (#!). Args: cmd_file: Path to the command file. Returns:

Kubernetes-specific method to execute code or commands in the pod, with a timeout. Mirrors the logic of the original Docker `run` met

Sandbox-specific method to execute code or commands in the sandbox, with a timeout.

Starts or connects to a Kubernetes pod with the specified configuration. If a pod with the given name already exists, it attempts to

Create Sandbox, specify instance TOS Bucket remote directory and image

Analyze a single file in the commit. Loads the 'before' and 'after' versions of the file For each file, load the entities in

Analyze a single hunk in the commit. Determine the entities affected by the hunk. Uses the entities in the 'before' and 'afte

Apply LLMSummarizingCondenser compression logic Similar to LLMSummarizingCondenser: - Keep head messages (system + i

Attempt to build the local checkout of bokeh using a new .venv with specified versions of Python and dependencies. Returns True if the bu

Attempt to build the local checkout of pandas using a new .venv with specified versions of Python, NumPy, Cython, setuptools, and versioneer.

Clones the bokeh repo at the specified commit hash into a temporary directory, runs the matrix search, and saves the result to a file. Re

Clones the bokeh repo at version_tag into a temporary directory, runs the matrix search, and saves the result to a file. Returns True if

Basic reward calculation based on command success.

Check if image exists in Docker Hub

Clean up all client connections

Clean up global Docker client pool

Compute the total number of tokens in the training data entry Args: training_data_entry: e.g., [{'role': 'system

If the token count of input_str exceeds max_tokens, then starting with the second [ASSISTANT]...[/ASSISTANT] block (the oldest after the firs

Delete local Docker image

Extract actions from assistant messages in a JSON file and save to a new JSON file Args: input_json: Input JSON file path

Fetches the list of repositories from the provided Docker images. Args: ds_selected: dataset containing docker_image keys do

Format tag information for display

Generate structured summary using LLM (referencing LLMSummarizingCondenser) Args: messages: Complete message lis

Get Docker client with connection reuse support

Get Docker client pool statistics

Get the full commit hash for a repository at a specific commit.

Get local Docker images and their tags

Get the most recent n commits from the Bokeh repository.

Get the SWE-smith GitHub repository name for a repository at a specific commit.

Get the conversation for a pull request. Goal: capture any information that might be related to testing the PR's performance. Note: this is

Returns the task instructions for the environment.

Get all testing file paths relative to the given directory.

Parses Python source code and returns a list of dictionaries containing information about each top-level entity: treats class methods as

Load the file edit history from STATE_FILE if it exists.

Load the file edit history from STATE_FILE if it exists.

Load the file edit history from STATE_FILE if it exists.