Add benchmarking script for modify_file function

[sweep-nightly]

Description

This PR adds a benchmarking script for the modify_file function in the diff.py module. The benchmarking script is located at sweepai/utils/benchmark_modify_file.py. It allows for testing the performance of the modify_file function by parsing a file for the necessary context and measuring the execution time.

Summary of Changes

• Created a new Python script benchmark_modify_file.py in the sweepai/utils directory.
• Imported the necessary modules for benchmarking and the modify_file function from diff.py.
• Defined the benchmark_modify_file function that takes a file path as an argument.
• Opened and read the file using the provided file path.
• Recorded the current time before and after calling the modify_file function to measure the execution time.
• Printed the execution time of the modify_file function.

Please review and merge this PR to enable benchmarking of the modify_file function.

Fixes #1367.

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Name	Status	Preview	Comments	Updated (UTC)
sweep-docs	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Aug 31, 2023 4:04am

[wwzeng1]

Using content from on_ticket.py, can you prefill the context needed to initialize SweepBot? You may need to use the repo as well, just put placeholders for now

[sweep-nightly]

Using content from on_ticket.py, can you prefill the context needed to initialize SweepBot? You may need to use the repo as well, just put placeholders for now

Hi @wwzeng1,

I decided to make the following changes:

File Path

Proposed Changes

sweepai/utils/benchmark_modify_file.py

Modify sweepai/utils/benchmark_modify_file.py with contents: • Import the SweepContext class from sweepai.core.sweep_bot. • Inside the benchmark_modify_file function, before initializing the SweepBot instance, create an instance of the SweepContext class. Pass the necessary arguments to the constructor to generate the context. Use placeholders for these arguments for now. • Pass the generated context as an argument to the SweepBot constructor when initializing the SweepBot instance.

[wwzeng1]

Use

human_message = HumanMessagePrompt(
    repo_name=repo_name,
    issue_url=issue_url,
    username=username,
    repo_description=repo_description,
    title=title,
    summary=message_summary,
    snippets=snippets,
    tree=tree,
)

as part of the benchmarking

[sweep-nightly]

Use

human_message = HumanMessagePrompt(
    repo_name=repo_name,
    issue_url=issue_url,
    username=username,
    repo_description=repo_description,
    title=title,
    summary=message_summary,
    snippets=snippets,
    tree=tree,
)

as part of the benchmarking

Hi @wwzeng1,

I decided to make the following changes:

File Path

Proposed Changes

sweepai/utils/benchmark_modify_file.py

Modify sweepai/utils/benchmark_modify_file.py with contents: • Import the HumanMessagePrompt class from sweepai.utils.prompt_constructor. • Before the start_time is recorded, create a HumanMessagePrompt object with placeholder values for all the required parameters. For example, you can use empty strings for repo_name, issue_url, username, repo_description, title, and summary. For snippets and tree, you can use empty lists. • Ensure that the creation of the HumanMessagePrompt object is within the time measurement for the benchmarking.