diff --git a/exp/README.md b/exp/README.md index b7f35af..7dda410 100644 --- a/exp/README.md +++ b/exp/README.md @@ -12,7 +12,7 @@ GIT_LFS_SKIP_SMUDGE=1 pip install -e .[bench] Then run the following command to set up the MLE-Bench: ```shell -mle-exp init +mle bench init ``` ## Benchmarking (Lite) @@ -26,11 +26,11 @@ The dataset will be downloaded to the system default cache directory. Prepare the lite dataset ([15 smaller datasets](https://github.com/openai/mle-bench?tab=readme-ov-file#lite-evaluation)): ```shell # Prepare lite dataset (smaller version of the dataset) -mle-exp prepare --lite +mle bench prepare --lite ``` Alternatively, you can prepare the dataset for a specific competition: ```shell -mle-exp prepare -c +mle bench prepare -c ``` ### Run MLE Agent (WIP) ```shell @@ -39,7 +39,7 @@ mle kaggle ### Grade submission ```shell -mle-exp grade-sample +mle bench grade-sample ``` ## Advance (Run MLE-Agent on the Full Dataset) @@ -48,7 +48,7 @@ mle-exp grade-sample ### Prepare full 75 datasets ```shell -mle-exp prepare --all +mle bench prepare --all ``` ### Run MLE Agent (WIP) ```shell @@ -57,5 +57,5 @@ mle kaggle ### Grade submission ```shell -mle-exp grade-sample +mle bench grade-sample ``` diff --git a/exp/cli.py b/exp/cli.py index ff70ae7..9333512 100644 --- a/exp/cli.py +++ b/exp/cli.py @@ -60,14 +60,14 @@ def wrapper(ctx, *args, **kwargs): ) @click.pass_context @click.version_option(version=mle.__version__) -def cli(ctx: click.Context): +def bench(ctx: click.Context): """ MLE-Exp: The Experimental CLI tool for MLE-agent. """ ctx.obj = {"registry": registry} -@cli.command( +@bench.command( name="init", short_help="Initialize MLE-bench", ) @@ -86,7 +86,7 @@ def init(force: bool): sys.exit(init_api(force)) -@cli.command("prepare", help="Download and prepare one or more competitions.") +@bench.command("prepare", help="Download and prepare one or more competitions.") @click.option( "-c", "--competition-id", @@ -182,7 +182,7 @@ def _read_text_utf8(self, *args, **kwargs): # type: ignore[override] sys.exit(1) -@cli.command( +@bench.command( "grade", help="Grade a submission covering *all* eval competitions (JSONL format).", ) @@ -256,7 +256,7 @@ def grade( sys.exit(1) -@cli.command( +@bench.command( "grade-sample", help="Grade a *single* competition CSV submission inside the eval.", ) diff --git a/mle/cli.py b/mle/cli.py index 8f56cbe..13b87b5 100644 --- a/mle/cli.py +++ b/mle/cli.py @@ -553,3 +553,12 @@ def traces(component, limit, full_output): console.print("[yellow]Tip: Use --full-output flag to see complete trace data[/yellow]") memory.close() + + +# Experimental commands +try: + from exp.cli import bench + + cli.add_command(bench, name='bench') +except ImportError: + exp = None diff --git a/pyproject.toml b/pyproject.toml index a0bec2f..e08ebbf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,7 @@ name = "mle-agent" version = "0.4.3" description = "MLE-agent: An agent to automate your MLE processes" readme = "README.md" -requires-python = ">=3.8.1" +requires-python = ">=3.9" license = {text = "Apache-2.0"} authors = [ { name = "Yizheng Huang", email = "huangyz0918@gmail.com" }, @@ -28,8 +28,7 @@ dependencies = [ "rich>=13.6.0", "click>=7.1.1", "tantivy==0.24.0", - "py7zr~=1.0 ; python_version >= '3.9'", - "py7zr<0.20 ; python_version < '3.9'", + "py7zr~=1.0", "openai~=1.70.0", "pyyaml~=6.0", "kaggle>=1.5.12", @@ -38,16 +37,14 @@ dependencies = [ "requests~=2.32.3", "GitPython~=3.1", "questionary~=1.10.0", - "pandas>=2.2.2 ; python_version >= '3.9'", - "pandas==2.0.3 ; 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