diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml index f8d23be2..afe68954 100644 --- a/.github/workflows/pre-commit.yml +++ b/.github/workflows/pre-commit.yml @@ -15,7 +15,7 @@ jobs: - name: Set up Python run: uv venv --python 3.12 - name: Install the project - run: uv sync + run: uv sync --extra agent - name: Install the project run: uv pip install pre-commit - name: PreCommit diff --git a/.github/workflows/system.yml b/.github/workflows/system.yml index 6cf32af1..43f478e2 100644 --- a/.github/workflows/system.yml +++ b/.github/workflows/system.yml @@ -17,7 +17,7 @@ jobs: - name: Set up Docker uses: docker/setup-buildx-action@v3 - name: Install the project - run: uv sync + run: uv sync --extra agent - name: Set up commit0 run: uv run commit0 setup simpy - name: Build docker images @@ -25,19 +25,13 @@ jobs: - name: Get tests run: uv run commit0 get-tests simpy - name: Test - env: - MODAL_TOKEN_ID: ${{secrets.MODAL_TOKEN_ID}} - MODAL_TOKEN_SECRET: ${{secrets.MODAL_TOKEN_SECRET}} run: | - uv run commit0 test simpy tests/test_event.py::test_succeed --reference --rebuild - uv run commit0 test simpy tests/test_event.py::test_succeed --reference + uv run commit0 test simpy tests/test_event.py::test_succeed --reference --rebuild --backend local + uv run commit0 test simpy tests/test_event.py::test_succeed --reference --backend local - name: Evaluate - env: - MODAL_TOKEN_ID: ${{secrets.MODAL_TOKEN_ID}} - MODAL_TOKEN_SECRET: ${{secrets.MODAL_TOKEN_SECRET}} run: | - uv run commit0 evaluate --reference --rebuild - uv run commit0 evaluate --reference + uv run commit0 evaluate --reference --rebuild --backend local + uv run commit0 evaluate --reference --backend local - name: Lint run: uv run commit0 lint commit0/harness/ - name: Save diff --git a/README.md b/README.md index 57f68ce3..15e932cc 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,7 @@ Available options include: | `--dataset-name` | str | Name of the Huggingface dataset | `wentingzhao/commit0_combined` | | `--dataset-split` | str | Split of the Huggingface dataset | `test` | | `--base-dir` | str | Base directory to clone repos to | `repos/` | -| `--commit0-dot-file-path` | str | Storing path for stateful commit0 configs | `.commit0.yaml` | +| `--commit0-config-file` | str | Storing path for stateful commit0 configs | `.commit0.yaml` | ### Build @@ -64,7 +64,7 @@ Available options include: | Argument | Type | Description | Default | |----------|------|-------------|---------| | `--num-workers` | int | Number of workers | `8` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | ### Get Tests @@ -91,7 +91,7 @@ Available options include: | `--reference` | bool | Test the reference commit | `False` | | `--coverage` | bool | Get coverage information | `False` | | `--rebuild` | bool | Rebuild an image | `False` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | | `--stdin` | bool | Read test names from stdin | `False` | @@ -109,7 +109,7 @@ Available options include: | `--num-workers` | int | Number of workers to use | `8` | | `--reference` | bool | Evaluate the reference commit | `False` | | `--coverage` | bool | Get coverage information | `False` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--rebuild` | bool | Rebuild images | `False` | ### Lint @@ -121,7 +121,7 @@ Available options include: |----------|------|-------------|---------| | `repo_or_repo_dir` | str | Directory of the repository to test | | | `--files` | List[Path] | Files to lint (optional) | | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | ### Save @@ -134,7 +134,7 @@ Available options include: | `owner` | str | Owner of the repository | | | `branch` | str | Branch to save | | | `--github-token` | str | GitHub token for authentication | | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | ## Agent diff --git a/agent/README.md b/agent/README.md index 053e49d2..5d7a5873 100644 --- a/agent/README.md +++ b/agent/README.md @@ -38,6 +38,8 @@ Available options include: `--max-lint-info-length: int`: Maximum length of the lint information to use. [Default: `10000`] `--pre-commit-config-path: str`: Path to the pre-commit config file. This is needed for running `lint`. [Default: `.pre-commit-config.yaml`] `--agent-config-file: str`: Path to write the agent config. [Default: `.agent.yaml`] +`--add-import-module-to-context: bool`: Add import module to context. [Default: `False`] +`--record-test-for-each-commit: bool`: Record test results for each commit. [Default: `False`], if set to `True`, the test results will be saved in `experiment_log_dir/eval_results.json` ## Running Agent Use `agent run [OPTIONS] BRANCH` to execute an agent on a specific branch. diff --git a/agent/agent_utils.py b/agent/agent_utils.py index c6ec4d58..4fdea820 100644 --- a/agent/agent_utils.py +++ b/agent/agent_utils.py @@ -6,6 +6,8 @@ from pathlib import Path from typing import List import fitz +from import_deps import ModuleSet +from graphlib import TopologicalSorter, CycleError import yaml from agent.class_types import AgentConfig @@ -16,6 +18,7 @@ UNIT_TESTS_INFO_HEADER = "\n\n>>> Here are the Unit Tests Information:\n" LINT_INFO_HEADER = "\n\n>>> Here is the Lint Information:\n" SPEC_INFO_HEADER = "\n\n>>> Here is the Specification Information:\n" +IMPORT_DEPENDENCIES_HEADER = "\n\n>>> Here are the Import Dependencies:\n" # prefix components: space = " " branch = "│ " @@ -190,52 +193,178 @@ def _find_files_to_edit(base_dir: str, src_dir: str, test_dir: str) -> list[str] return files -def get_target_edit_files(target_dir: str, src_dir: str, test_dir: str) -> list[str]: +def ignore_cycles(graph: dict) -> list[str]: + """Ignore the cycles in the graph.""" + ts = TopologicalSorter(graph) + try: + return list(ts.static_order()) + except CycleError as e: + # print(f"Cycle detected: {e.args[1]}") + # You can either break the cycle by modifying the graph or handle it as needed. + # For now, let's just remove the first node in the cycle and try again. + cycle_nodes = e.args[1] + node_to_remove = cycle_nodes[0] + # print(f"Removing node {node_to_remove} to resolve cycle.") + graph.pop(node_to_remove, None) + return ignore_cycles(graph) + + +def topological_sort_based_on_dependencies( + pkg_paths: list[str], +) -> tuple[list[str], dict]: + """Topological sort based on dependencies.""" + module_set = ModuleSet([str(p) for p in pkg_paths]) + + import_dependencies = {} + for path in sorted(module_set.by_path.keys()): + module_name = ".".join(module_set.by_path[path].fqn) + mod = module_set.by_name[module_name] + try: + imports = module_set.get_imports(mod) + import_dependencies[path] = set([str(x) for x in imports]) + except Exception: + import_dependencies[path] = set() + + import_dependencies_files = ignore_cycles(import_dependencies) + + return import_dependencies_files, import_dependencies + + +def get_target_edit_files( + local_repo: git.Repo, + src_dir: str, + test_dir: str, + branch: str, + reference_commit: str, + use_topo_sort_dependencies: bool = True, +) -> tuple[list[str], dict]: """Find the files with functions with the pass statement.""" + target_dir = str(local_repo.working_dir) files = _find_files_to_edit(target_dir, src_dir, test_dir) filtered_files = [] for file_path in files: - with open(file_path, "r", encoding="utf-8", errors="ignore") as file: + with open(file_path, "r", encoding="utf-8-sig", errors="ignore") as file: content = file.read() if len(content.splitlines()) > 1500: continue if " pass" in content: filtered_files.append(file_path) + # Change to reference commit to get the correct dependencies + local_repo.git.checkout(reference_commit) + + topological_sort_files, import_dependencies = ( + topological_sort_based_on_dependencies(filtered_files) + ) + if len(topological_sort_files) != len(filtered_files): + if len(topological_sort_files) < len(filtered_files): + # Find the missing elements + missing_files = set(filtered_files) - set(topological_sort_files) + # Add the missing files to the end of the list + topological_sort_files = topological_sort_files + list(missing_files) + else: + raise ValueError( + "topological_sort_files should not be longer than filtered_files" + ) + assert len(topological_sort_files) == len( + filtered_files + ), "all files should be included" + + # change to latest commit + local_repo.git.checkout(branch) # Remove the base_dir prefix - filtered_files = [ - file.replace(target_dir, "").lstrip("/") for file in filtered_files + topological_sort_files = [ + file.replace(target_dir, "").lstrip("/") for file in topological_sort_files ] - # Only keep python files - return filtered_files + # Remove the base_dir prefix from import dependencies + import_dependencies_without_prefix = {} + for key, value in import_dependencies.items(): + key_without_prefix = key.replace(target_dir, "").lstrip("/") + value_without_prefix = [v.replace(target_dir, "").lstrip("/") for v in value] + import_dependencies_without_prefix[key_without_prefix] = value_without_prefix + if use_topo_sort_dependencies: + return topological_sort_files, import_dependencies_without_prefix + else: + filtered_files = [ + file.replace(target_dir, "").lstrip("/") for file in filtered_files + ] + return filtered_files, import_dependencies_without_prefix + + +def get_target_edit_files_from_patch( + local_repo: git.Repo, patch: str, use_topo_sort_dependencies: bool = True +) -> tuple[list[str], dict]: + """Get the target files from the patch.""" + working_dir = str(local_repo.working_dir) + target_files = set() + for line in patch.split("\n"): + if line.startswith("+++") or line.startswith("---"): + file_path = line.split()[1] + if file_path.startswith("a/"): + file_path = file_path[2:] + if file_path.startswith("b/"): + file_path = file_path[2:] + target_files.add(file_path) + + target_files_list = list(target_files) + target_files_list = [ + os.path.join(working_dir, file_path) for file_path in target_files_list + ] + + if use_topo_sort_dependencies: + topological_sort_files, import_dependencies = ( + topological_sort_based_on_dependencies(target_files_list) + ) + if len(topological_sort_files) != len(target_files_list): + if len(topological_sort_files) < len(target_files_list): + missing_files = set(target_files_list) - set(topological_sort_files) + topological_sort_files = topological_sort_files + list(missing_files) + else: + raise ValueError( + "topological_sort_files should not be longer than target_files_list" + ) + assert len(topological_sort_files) == len( + target_files_list + ), "all files should be included" + + topological_sort_files = [ + file.replace(working_dir, "").lstrip("/") for file in topological_sort_files + ] + for key, value in import_dependencies.items(): + import_dependencies[key] = [ + v.replace(working_dir, "").lstrip("/") for v in value + ] + return topological_sort_files, import_dependencies + else: + target_files_list = [ + file.replace(working_dir, "").lstrip("/") for file in target_files_list + ] + return target_files_list, {} def get_message( agent_config: AgentConfig, repo_path: str, - test_dir: str | None = None, - test_file: str | None = None, + test_files: list[str] | None = None, ) -> str: """Get the message to Aider.""" prompt = f"{PROMPT_HEADER}" + agent_config.user_prompt - if agent_config.use_unit_tests_info and test_dir: - unit_tests_info = ( - f"\n{UNIT_TESTS_INFO_HEADER} " - + get_dir_info( - dir_path=Path(os.path.join(repo_path, test_dir)), - prefix="", - include_stubs=True, - )[: agent_config.max_unit_tests_info_length] - ) - elif agent_config.use_unit_tests_info and test_file: - unit_tests_info = ( - f"\n{UNIT_TESTS_INFO_HEADER} " - + get_file_info( + # if agent_config.use_unit_tests_info and test_file: + # unit_tests_info = ( + # f"\n{UNIT_TESTS_INFO_HEADER} " + # + get_file_info( + # file_path=Path(os.path.join(repo_path, test_file)), prefix="" + # )[: agent_config.max_unit_tests_info_length] + # ) + if agent_config.use_unit_tests_info and test_files: + unit_tests_info = f"\n{UNIT_TESTS_INFO_HEADER} " + for test_file in test_files: + unit_tests_info += get_file_info( file_path=Path(os.path.join(repo_path, test_file)), prefix="" - )[: agent_config.max_unit_tests_info_length] - ) + ) + unit_tests_info = unit_tests_info[: agent_config.max_unit_tests_info_length] else: unit_tests_info = "" @@ -268,6 +397,20 @@ def get_message( return message_to_agent +def update_message_with_dependencies(message: str, dependencies: list[str]) -> str: + """Update the message with the dependencies.""" + if len(dependencies) == 0: + return message + import_dependencies_info = f"\n{IMPORT_DEPENDENCIES_HEADER}" + for dependency in dependencies: + with open(dependency, "r") as file: + import_dependencies_info += ( + f"\nHere is the content of the file {dependency}:\n{file.read()}" + ) + message += import_dependencies_info + return message + + def get_specification(specification_pdf_path: Path) -> str: """Get the reference for a given specification PDF path.""" # TODO: after pdf_to_text is available, use it to extract the text from the PDF @@ -316,6 +459,33 @@ def create_branch(repo: git.Repo, branch: str, from_commit: str) -> None: raise RuntimeError(f"Failed to create or switch to branch '{branch}': {e}") +def get_changed_files_from_commits( + repo: git.Repo, commit1: str, commit2: str +) -> list[str]: + """Get the changed files from two commits.""" + try: + # Get the commit objects + commit1_obj = repo.commit(commit1) + commit2_obj = repo.commit(commit2) + + # Get the diff between the two commits + diff = commit1_obj.diff(commit2_obj) + + # Extract the changed file paths + changed_files = [item.a_path for item in diff] + + # Check if each changed file is a Python file + python_files = [file for file in changed_files if file.endswith(".py")] + + # Update the changed_files list to only include Python files + changed_files = python_files + + return changed_files + except Exception as e: + print(f"An error occurred: {e}") + return [] + + def args2string(agent_config: AgentConfig) -> str: """Converts specific fields from an `AgentConfig` object into a formatted string. @@ -364,13 +534,14 @@ def get_changed_files(repo: git.Repo) -> list[str]: return files_changed -def get_lint_cmd(repo_name: str, use_lint_info: bool) -> str: +def get_lint_cmd(repo_name: str, use_lint_info: bool, commit0_config_file: str) -> str: """Generate a linting command based on whether to include files. Args: ---- repo_name (str): The name of the repository. use_lint_info (bool): A flag indicating whether to include changed files in the lint command. + commit0_config_file (str): The path to the commit0 dot file. Returns: ------- @@ -380,7 +551,9 @@ def get_lint_cmd(repo_name: str, use_lint_info: bool) -> str: """ lint_cmd = "python -m commit0 lint " if use_lint_info: - lint_cmd += repo_name + " --files " + lint_cmd += ( + repo_name + " --commit0-config-file " + commit0_config_file + " --files " + ) else: lint_cmd = "" return lint_cmd diff --git a/agent/agents.py b/agent/agents.py index 9255a9f7..e908090c 100644 --- a/agent/agents.py +++ b/agent/agents.py @@ -7,6 +7,7 @@ from aider.models import Model from aider.io import InputOutput import re +import os def handle_logging(logging_name: str, log_file: Path) -> None: @@ -24,6 +25,23 @@ def handle_logging(logging_name: str, log_file: Path) -> None: class AgentReturn(ABC): def __init__(self, log_file: Path): self.log_file = log_file + + self.last_cost = 0.0 + + +class Agents(ABC): + def __init__(self, max_iteration: int): + self.max_iteration = max_iteration + + @abstractmethod + def run(self) -> AgentReturn: + """Start agent""" + raise NotImplementedError + + +class AiderReturn(AgentReturn): + def __init__(self, log_file: Path): + super().__init__(log_file) self.last_cost = self.get_money_cost() def get_money_cost(self) -> float: @@ -40,20 +58,25 @@ def get_money_cost(self) -> float: return last_cost -class Agents(ABC): - def __init__(self, max_iteration: int): - self.max_iteration = max_iteration - - @abstractmethod - def run(self) -> AgentReturn: - """Start agent""" - raise NotImplementedError - - class AiderAgents(Agents): def __init__(self, max_iteration: int, model_name: str): super().__init__(max_iteration) self.model = Model(model_name) + # Check if API key is set for the model + if "gpt" in model_name: + api_key = os.environ.get("OPENAI_API_KEY", None) + elif "claude" in model_name: + api_key = os.environ.get("ANTHROPIC_API_KEY", None) + elif "gemini" in model_name: + api_key = os.environ.get("API_KEY", None) + else: + raise ValueError(f"Unsupported model: {model_name}") + + if not api_key: + raise ValueError( + "API Key Error: There is no API key associated with the model for this agent. " + "Edit model_name parameter in .agent.yaml, export API key for that model, and try again." + ) def run( self, @@ -63,6 +86,7 @@ def run( fnames: list[str], log_dir: Path, test_first: bool = False, + lint_first: bool = False, ) -> AgentReturn: """Start aider agent""" if test_cmd: @@ -108,7 +132,7 @@ def run( test_cmd=test_cmd, io=io, ) - coder.max_reflection = self.max_iteration + coder.max_reflections = self.max_iteration coder.stream = True # Run the agent @@ -116,23 +140,11 @@ def run( test_errors = coder.commands.cmd_test(test_cmd) if test_errors: coder.run(test_errors) + elif lint_first: + coder.commands.cmd_lint(fnames=fnames) else: coder.run(message) - # #### TMP - - # #### TMP - # import time - # import random - - # time.sleep(random.random() * 5) - # n = random.random() / 10 - # with open(log_file, "a") as f: - # f.write( - # f"> Tokens: 33k sent, 1.3k received. Cost: $0.12 message, ${n} session. \n" - # ) - # #### TMP - # Close redirected stdout and stderr sys.stdout.close() sys.stderr.close() @@ -140,4 +152,4 @@ def run( sys.stdout = sys.__stdout__ sys.stderr = sys.__stderr__ - return AgentReturn(log_file) + return AiderReturn(log_file) diff --git a/agent/class_types.py b/agent/class_types.py index 03debfa5..12c74d4b 100644 --- a/agent/class_types.py +++ b/agent/class_types.py @@ -7,6 +7,8 @@ class AgentConfig: model_name: str use_user_prompt: bool user_prompt: str + use_topo_sort_dependencies: bool + add_import_module_to_context: bool use_repo_info: bool max_repo_info_length: int use_unit_tests_info: bool @@ -14,7 +16,9 @@ class AgentConfig: use_spec_info: bool max_spec_info_length: int use_lint_info: bool + run_entire_dir_lint: bool max_lint_info_length: int pre_commit_config_path: str run_tests: bool max_iteration: int + record_test_for_each_commit: bool diff --git a/agent/cli.py b/agent/cli.py index 905191b4..b02bf7a0 100644 --- a/agent/cli.py +++ b/agent/cli.py @@ -83,6 +83,14 @@ def config( "Here is your task:\nYou need to complete the implementations for all functions (i.e., those with pass statements) and pass the unit tests.\nDo not change the names of existing functions or classes, as they may be referenced from other code like unit tests, etc.\nWhen you generate code, you must maintain the original formatting of the function stubs (such as whitespaces), otherwise we will not able to search/replace blocks for code modifications, and therefore you will receive a score of 0 for your generated code.", help="User prompt to use", ), + topo_sort_dependencies: bool = typer.Option( + True, + help="Topologically sort the dependencies of the repository", + ), + add_import_module_to_context: bool = typer.Option( + True, + help="Add the import module code to the context", + ), run_tests: bool = typer.Option( False, help="Run the tests after the agent is done", @@ -123,6 +131,14 @@ def config( 10000, help="Maximum length of the lint information to use", ), + run_entire_dir_lint: bool = typer.Option( + False, + help="Run the lint on the entire directory", + ), + record_test_for_each_commit: bool = typer.Option( + False, + help="Record the test for each commit", + ), pre_commit_config_path: str = typer.Option( ".pre-commit-config.yaml", help="Path to the pre-commit config file", @@ -145,6 +161,8 @@ def config( "use_user_prompt": use_user_prompt, "user_prompt": user_prompt, "run_tests": run_tests, + "use_topo_sort_dependencies": topo_sort_dependencies, + "add_import_module_to_context": add_import_module_to_context, "max_iteration": max_iteration, "use_repo_info": use_repo_info, "max_repo_info_length": max_repo_info_length, @@ -154,7 +172,9 @@ def config( "max_spec_info_length": max_spec_info_length, "use_lint_info": use_lint_info, "max_lint_info_length": max_lint_info_length, + "run_entire_dir_lint": run_entire_dir_lint, "pre_commit_config_path": pre_commit_config_path, + "record_test_for_each_commit": record_test_for_each_commit, } write_agent_config(agent_config_file, agent_config) @@ -178,6 +198,10 @@ def run( ".agent.yaml", help="Path to the agent config file", ), + commit0_config_file: str = typer.Option( + ".commit0.yaml", + help="Path to the commit0 config file", + ), log_dir: str = typer.Option( str(RUN_AGENT_LOG_DIR.resolve()), help="Log directory to store the logs", @@ -202,6 +226,7 @@ def run( override_previous_changes, backend, agent_config_file, + commit0_config_file, log_dir, max_parallel_repos, display_repo_progress_num, @@ -212,6 +237,7 @@ def run( override_previous_changes, backend, agent_config_file, + commit0_config_file, log_dir, max_parallel_repos, ) diff --git a/agent/display.py b/agent/display.py index a5f389ca..b5605d1b 100644 --- a/agent/display.py +++ b/agent/display.py @@ -17,6 +17,8 @@ from rich.align import Align from collections import OrderedDict from types import TracebackType +import json +from datetime import datetime class RepoBox: @@ -94,6 +96,7 @@ def __init__(self, total_repos: int): self.start_time_per_repo = {} self.end_time_per_repo = {} self.total_time_spent = 0 + self.branch_name = "" self.overall_progress = Progress( SpinnerColumn(), @@ -142,6 +145,7 @@ def __init__(self, total_repos: int): Layout(name="agent_name", ratio=1), Layout(name="model_name", ratio=1), Layout(name="run_tests", ratio=1), + Layout(name="use_topo_sort_dependencies", ratio=1), Layout(name="use_repo_info", ratio=1), Layout(name="use_unit_tests_info", ratio=1), Layout(name="use_spec_info", ratio=1), @@ -190,6 +194,7 @@ def update_agent_display( agent_name: str, model_name: str, run_tests: bool, + use_topo_sort_dependencies: bool, use_repo_info: bool, use_unit_tests_info: bool, use_spec_info: bool, @@ -200,6 +205,11 @@ def update_agent_display( ("agent_name", "Agent", agent_name), ("model_name", "Model", model_name), ("run_tests", "Run Tests", run_tests), + ( + "use_topo_sort_dependencies", + "Topo Sort Dependencies", + use_topo_sort_dependencies, + ), ("use_repo_info", "Use Repo Info", use_repo_info), ("use_unit_tests_info", "Use Unit Tests", use_unit_tests_info), ("use_spec_info", "Use Spec", use_spec_info), @@ -234,6 +244,7 @@ def update_time_display(self, time_in_seconds: int) -> None: def update_branch_display(self, branch: str) -> None: """Update the branch display with the given branch.""" + self.branch_name = branch self.branch_display = Text(f"{branch}", justify="center") self.layout["info"]["other_info"]["branch"].update( Panel(self.branch_display, title="Branch", border_style="blue") @@ -404,3 +415,34 @@ def __exit__( f"{'Total':<30} {self.total_time_spent:>13.2f}s {total_files:>18} {total_money:>13.2f}$" ) print("-" * 80) + + # Write summary to JSON file + + summary_data = { + "timestamp": datetime.now().isoformat(), + "total_time_spent": self.total_time_spent, + "total_files_processed": total_files, + "total_money_spent": total_money, + "repositories": [ + { + "name": repo_name, + "time_spent": self.end_time_per_repo[repo_name] + - self.start_time_per_repo[repo_name], + "files_processed": self.total_files_per_repo[repo_name], + "money_spent": sum( + self.repo_money_spent.get(repo_name, {}).values() + ), + } + for repo_name in self.end_time_per_repo + ], + } + + with open( + f"processing_summary_{self.branch_name}.json", + "w", + ) as json_file: + json.dump(summary_data, json_file, indent=4) + + print( + f"\nSummary has been written to processing_summary_{self.branch_name}.json" + ) diff --git a/agent/run_agent.py b/agent/run_agent.py index 3ef2a083..8978e175 100644 --- a/agent/run_agent.py +++ b/agent/run_agent.py @@ -7,9 +7,13 @@ create_branch, get_message, get_target_edit_files, + get_changed_files_from_commits, + update_message_with_dependencies, get_lint_cmd, read_yaml_config, ) +import json +import subprocess from agent.agents import AiderAgents from typing import Optional, Type, cast from types import TracebackType @@ -17,7 +21,7 @@ from commit0.harness.constants import SPLIT from commit0.harness.get_pytest_ids import main as get_tests from commit0.harness.constants import RUN_AGENT_LOG_DIR, RepoInstance -from commit0.cli import read_commit0_dot_file +from commit0.cli import read_commit0_config_file from pathlib import Path from datetime import datetime from agent.display import TerminalDisplay @@ -42,23 +46,41 @@ def __exit__( os.chdir(self.cwd) +def run_eval_after_each_commit( + branch: str, backend: str, commit0_config_file: str +) -> str: + """Run the eval command after each commit.""" + eval_cmd = f"python -m commit0 evaluate --branch {branch} --backend {backend} --commit0-config-file {commit0_config_file} --timeout 100" + try: + result = subprocess.run( + eval_cmd, shell=True, capture_output=True, text=True, check=True + ) + return result.stdout + except subprocess.CalledProcessError as e: + print(f"Error running eval command: {e}") + return e.stdout if e.stdout else str(e) + + def run_agent_for_repo( repo_base_dir: str, agent_config: AgentConfig, example: RepoInstance, - update_queue: multiprocessing.Queue, branch: str, + update_queue: multiprocessing.Queue, override_previous_changes: bool = False, backend: str = "modal", log_dir: str = str(RUN_AGENT_LOG_DIR.resolve()), + commit0_config_file: str = "", ) -> None: """Run Aider for a given repository.""" # get repo info + commit0_config = read_commit0_config_file(commit0_config_file) + + assert "commit0" in commit0_config["dataset_name"] _, repo_name = example["repo"].split("/") # before starting, display all information to terminal - original_repo_name = repo_name - update_queue.put(("start_repo", (original_repo_name, 0))) + update_queue.put(("start_repo", (repo_name, 0))) # repo_name = repo_name.lower() # repo_name = repo_name.replace(".", "-") @@ -66,13 +88,6 @@ def run_agent_for_repo( repo_path = os.path.join(repo_base_dir, repo_name) repo_path = os.path.abspath(repo_path) - target_edit_files = get_target_edit_files( - repo_path, example["src_dir"], example["test"]["test_dir"] - ) - # Call the commit0 get-tests command to retrieve test files - test_files_str = get_tests(repo_name, verbose=0) - test_files = sorted(list(set([i.split(":")[0] for i in test_files_str]))) - try: local_repo = Repo(repo_path) except Exception: @@ -87,10 +102,16 @@ def run_agent_for_repo( f"{agent_config.agent_name} is not implemented; please add your implementations in baselines/agents.py." ) + # Check if there are changes in the current branch + if local_repo.is_dirty(): + # Stage all changes + local_repo.git.add(A=True) + # Commit changes with the message "left from last change" + local_repo.index.commit("left from last change") + # # if branch_name is not provided, create a new branch name based on agent_config # if branch is None: # branch = args2string(agent_config) - create_branch(local_repo, branch, example["base_commit"]) # in cases where the latest commit of branch is not commit 0 @@ -99,6 +120,23 @@ def run_agent_for_repo( if latest_commit.hexsha != example["base_commit"] and override_previous_changes: local_repo.git.reset("--hard", example["base_commit"]) + # get target files to edit and test files to run + target_edit_files, import_dependencies = get_target_edit_files( + local_repo, + example["src_dir"], + example["test"]["test_dir"], + branch, + example["reference_commit"], + agent_config.use_topo_sort_dependencies, + ) + + lint_files = get_changed_files_from_commits( + local_repo, "HEAD", example["base_commit"] + ) + # Call the commit0 get-tests command to retrieve test files + test_files_str = [xx for x in get_tests(repo_name, verbose=0) for xx in x] + test_files = sorted(list(set([i.split(":")[0] for i in test_files_str]))) + # prepare the log dir experiment_log_dir = ( Path(log_dir) @@ -108,38 +146,44 @@ def run_agent_for_repo( ) experiment_log_dir.mkdir(parents=True, exist_ok=True) + eval_results = {} # write agent_config to .agent.yaml in the log_dir for record agent_config_log_file = experiment_log_dir / ".agent.yaml" with open(agent_config_log_file, "w") as agent_config_file: yaml.dump(agent_config, agent_config_file) - # TODO: make this path more general - commit0_dot_file_path = str(Path(repo_path).parent.parent / ".commit0.yaml") - with DirContext(repo_path): if agent_config is None: raise ValueError("Invalid input") if agent_config.run_tests: - update_queue.put(("start_repo", (original_repo_name, len(test_files)))) + update_queue.put(("start_repo", (repo_name, len(test_files)))) # when unit test feedback is available, iterate over test files for test_file in test_files: update_queue.put(("set_current_file", (repo_name, test_file))) - test_cmd = f"python -m commit0 test {repo_path} {test_file} --branch {branch} --backend {backend} --commit0-dot-file-path {commit0_dot_file_path}" + test_cmd = f"python -m commit0 test {repo_path} {test_file} --branch {branch} --backend {backend} --commit0-config-file {commit0_config_file} --timeout 100" test_file_name = test_file.replace(".py", "").replace("/", "__") test_log_dir = experiment_log_dir / test_file_name - lint_cmd = get_lint_cmd(repo_name, agent_config.use_lint_info) - message = get_message(agent_config, repo_path, test_file=test_file) + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) + message = get_message(agent_config, repo_path, test_files=[test_file]) # display the test file to terminal agent_return = agent.run( - message, + "", test_cmd, lint_cmd, target_edit_files, test_log_dir, test_first=True, ) + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) + # after running the agent, update the money display update_queue.put( ( @@ -147,28 +191,72 @@ def run_agent_for_repo( (repo_name, test_file, agent_return.last_cost), ) ) + elif agent_config.run_entire_dir_lint: + update_queue.put(("start_repo", (repo_name, len(lint_files)))) + # when unit test feedback is available, iterate over test files + for lint_file in lint_files: + update_queue.put(("set_current_file", (repo_name, lint_file))) + lint_file_name = lint_file.replace(".py", "").replace("/", "__") + lint_log_dir = experiment_log_dir / lint_file_name + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) + + # display the test file to terminal + agent_return = agent.run( + "", + "", + lint_cmd, + [lint_file], + lint_log_dir, + lint_first=True, + ) + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) + + # after running the agent, update the money display + update_queue.put( + ( + "update_money_display", + (repo_name, lint_file, agent_return.last_cost), + ) + ) else: # when unit test feedback is not available, iterate over target files to edit - message = get_message( - agent_config, repo_path, test_dir=example["test"]["test_dir"] - ) + message = get_message(agent_config, repo_path, test_files=test_files) - update_queue.put( - ("start_repo", (original_repo_name, len(target_edit_files))) - ) + update_queue.put(("start_repo", (repo_name, len(target_edit_files)))) for f in target_edit_files: update_queue.put(("set_current_file", (repo_name, f))) + if agent_config.add_import_module_to_context: + dependencies = import_dependencies.get(f, []) + message = update_message_with_dependencies(message, dependencies) file_name = f.replace(".py", "").replace("/", "__") file_log_dir = experiment_log_dir / file_name - lint_cmd = get_lint_cmd(repo_name, agent_config.use_lint_info) + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) agent_return = agent.run(message, "", lint_cmd, [f], file_log_dir) + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) + update_queue.put( ( "update_money_display", (repo_name, file_name, agent_return.last_cost), ) ) - update_queue.put(("finish_repo", original_repo_name)) + if agent_config.record_test_for_each_commit: + with open(experiment_log_dir / "eval_results.json", "w") as f: + json.dump(eval_results, f) + + update_queue.put(("finish_repo", repo_name)) def run_agent( @@ -176,6 +264,7 @@ def run_agent( override_previous_changes: bool, backend: str, agent_config_file: str, + commit0_config_file: str, log_dir: str, max_parallel_repos: int, display_repo_progress_num: int, @@ -185,7 +274,8 @@ def run_agent( agent_config = AgentConfig(**config) - commit0_config = read_commit0_dot_file(".commit0.yaml") + commit0_config_file = os.path.abspath(commit0_config_file) + commit0_config = read_commit0_config_file(commit0_config_file) dataset = load_dataset( commit0_config["dataset_name"], split=commit0_config["dataset_split"] @@ -207,6 +297,16 @@ def run_agent( # if len(filtered_dataset) > 1: # sys.stdout = open(os.devnull, "w") + if agent_config.add_import_module_to_context: + # Install Chrome for Playwright for browser-based agents + try: + subprocess.run(["playwright", "install", "chromium"], check=True) + print("Chrome installed successfully for Playwright") + except subprocess.CalledProcessError as e: + print(f"Error installing Chrome for Playwright: {e}") + except FileNotFoundError: + print("Playwright not found. Make sure it's installed and in your PATH.") + with TerminalDisplay(len(filtered_dataset)) as display: not_started_repos = [ cast(RepoInstance, example)["repo"].split("/")[-1] @@ -225,6 +325,7 @@ def run_agent( agent_config.agent_name, agent_config.model_name, agent_config.run_tests, + agent_config.use_topo_sort_dependencies, agent_config.use_repo_info, agent_config.use_unit_tests_info, agent_config.use_spec_info, @@ -244,11 +345,12 @@ def run_agent( commit0_config["base_dir"], agent_config, cast(RepoInstance, example), - update_queue, branch, + update_queue, override_previous_changes, backend, log_dir, + commit0_config_file, ), ) results.append(result) diff --git a/agent/run_agent_no_rich.py b/agent/run_agent_no_rich.py index c46ae2f6..7f953e0c 100644 --- a/agent/run_agent_no_rich.py +++ b/agent/run_agent_no_rich.py @@ -5,55 +5,44 @@ from datasets import load_dataset from git import Repo from agent.agent_utils import ( - args2string, create_branch, get_message, get_target_edit_files, + get_changed_files_from_commits, + update_message_with_dependencies, get_lint_cmd, read_yaml_config, ) +import subprocess +import json from agent.agents import AiderAgents -from typing import Optional, Type, cast -from types import TracebackType +from typing import cast from agent.class_types import AgentConfig from commit0.harness.constants import SPLIT from commit0.harness.get_pytest_ids import main as get_tests from commit0.harness.constants import RUN_AGENT_LOG_DIR, RepoInstance -from commit0.cli import read_commit0_dot_file +from commit0.cli import read_commit0_config_file from pathlib import Path from datetime import datetime - - -class DirContext: - def __init__(self, d: str): - self.dir = d - self.cwd = os.getcwd() - - def __enter__(self): - os.chdir(self.dir) - - def __exit__( - self, - exctype: Optional[Type[BaseException]], - excinst: Optional[BaseException], - exctb: Optional[TracebackType], - ) -> None: - os.chdir(self.cwd) +from agent.run_agent import DirContext, run_eval_after_each_commit def run_agent_for_repo( repo_base_dir: str, agent_config: AgentConfig, example: RepoInstance, - branch: Optional[str] = None, + branch: str, override_previous_changes: bool = False, backend: str = "modal", log_dir: str = str(RUN_AGENT_LOG_DIR.resolve()), + commit0_config_file: str = "", ) -> None: """Run Aider for a given repository.""" # get repo info + commit0_config = read_commit0_config_file(commit0_config_file) + + assert "commit0" in commit0_config["dataset_name"] _, repo_name = example["repo"].split("/") - print("Working on repo: ", repo_name) # repo_name = repo_name.lower() # repo_name = repo_name.replace(".", "-") @@ -61,14 +50,6 @@ def run_agent_for_repo( repo_path = os.path.join(repo_base_dir, repo_name) repo_path = os.path.abspath(repo_path) - # get target files to edit and test files to run - target_edit_files = get_target_edit_files( - repo_path, example["src_dir"], example["test"]["test_dir"] - ) - # Call the commit0 get-tests command to retrieve test files - test_files_str = get_tests(repo_name, verbose=0) - test_files = sorted(list(set([i.split(":")[0] for i in test_files_str]))) - try: local_repo = Repo(repo_path) except Exception: @@ -83,10 +64,16 @@ def run_agent_for_repo( f"{agent_config.agent_name} is not implemented; please add your implementations in baselines/agents.py." ) - # if branch_name is not provided, create a new branch name based on agent_config - if branch is None: - branch = args2string(agent_config) + # Check if there are changes in the current branch + if local_repo.is_dirty(): + # Stage all changes + local_repo.git.add(A=True) + # Commit changes with the message "left from last change" + local_repo.index.commit("left from last change") + # # if branch_name is not provided, create a new branch name based on agent_config + # if branch is None: + # branch = args2string(agent_config) create_branch(local_repo, branch, example["base_commit"]) # in cases where the latest commit of branch is not commit 0 @@ -95,6 +82,23 @@ def run_agent_for_repo( if latest_commit.hexsha != example["base_commit"] and override_previous_changes: local_repo.git.reset("--hard", example["base_commit"]) + # get target files to edit and test files to run + target_edit_files, import_dependencies = get_target_edit_files( + local_repo, + example["src_dir"], + example["test"]["test_dir"], + branch, + example["reference_commit"], + agent_config.use_topo_sort_dependencies, + ) + + lint_files = get_changed_files_from_commits( + local_repo, "HEAD", example["base_commit"] + ) + # Call the commit0 get-tests command to retrieve test files + test_files_str = [xx for x in get_tests(repo_name, verbose=0) for xx in x] + test_files = sorted(list(set([i.split(":")[0] for i in test_files_str]))) + # prepare the log dir experiment_log_dir = ( Path(log_dir) @@ -103,15 +107,13 @@ def run_agent_for_repo( / datetime.now().strftime("%Y-%m-%d_%H-%M-%S") ) experiment_log_dir.mkdir(parents=True, exist_ok=True) + eval_results = {} # write agent_config to .agent.yaml in the log_dir for record agent_config_log_file = experiment_log_dir / ".agent.yaml" with open(agent_config_log_file, "w") as agent_config_file: yaml.dump(agent_config, agent_config_file) - # TODO: make this path more general - commit0_dot_file_path = str(Path(repo_path).parent.parent / ".commit0.yaml") - with DirContext(repo_path): if agent_config is None: raise ValueError("Invalid input") @@ -119,31 +121,73 @@ def run_agent_for_repo( if agent_config.run_tests: # when unit test feedback is available, iterate over test files for test_file in test_files: - test_cmd = f"python -m commit0 test {repo_path} {test_file} --branch {branch} --backend {backend} --commit0-dot-file-path {commit0_dot_file_path}" + test_cmd = f"python -m commit0 test {repo_path} {test_file} --branch {branch} --backend {backend} --commit0-config-file {commit0_config_file} --timeout 100" test_file_name = test_file.replace(".py", "").replace("/", "__") test_log_dir = experiment_log_dir / test_file_name - lint_cmd = get_lint_cmd(repo_name, agent_config.use_lint_info) - message = get_message(agent_config, repo_path, test_file=test_file) + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) + message = get_message(agent_config, repo_path, test_files=[test_file]) + + # display the test file to terminal _ = agent.run( - message, + "", test_cmd, lint_cmd, target_edit_files, test_log_dir, test_first=True, ) - # cost = agent_return.last_cost + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) + elif agent_config.run_entire_dir_lint: + # when unit test feedback is available, iterate over test files + for lint_file in lint_files: + lint_file_name = lint_file.replace(".py", "").replace("/", "__") + lint_log_dir = experiment_log_dir / lint_file_name + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) + + # display the test file to terminal + _ = agent.run( + "", + "", + lint_cmd, + [lint_file], + lint_log_dir, + lint_first=True, + ) + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) else: # when unit test feedback is not available, iterate over target files to edit - message = get_message( - agent_config, repo_path, test_dir=example["test"]["test_dir"] - ) + message = get_message(agent_config, repo_path, test_files=test_files) + for f in target_edit_files: + if agent_config.add_import_module_to_context: + dependencies = import_dependencies.get(f, []) + message = update_message_with_dependencies(message, dependencies) file_name = f.replace(".py", "").replace("/", "__") file_log_dir = experiment_log_dir / file_name - lint_cmd = get_lint_cmd(repo_name, agent_config.use_lint_info) + lint_cmd = get_lint_cmd( + repo_name, agent_config.use_lint_info, commit0_config_file + ) _ = agent.run(message, "", lint_cmd, [f], file_log_dir) - # cost = agent_return.last_cost + if agent_config.record_test_for_each_commit: + current_commit = local_repo.head.commit.hexsha + eval_results[current_commit] = run_eval_after_each_commit( + branch, backend, commit0_config_file + ) + if agent_config.record_test_for_each_commit: + with open(experiment_log_dir / "eval_results.json", "w") as f: + json.dump(eval_results, f) def run_agent( @@ -151,6 +195,7 @@ def run_agent( override_previous_changes: bool, backend: str, agent_config_file: str, + commit0_config_file: str, log_dir: str, max_parallel_repos: int, ) -> None: @@ -162,7 +207,8 @@ def run_agent( agent_config = AgentConfig(**config) - commit0_config = read_commit0_dot_file(".commit0.yaml") + commit0_config_file = os.path.abspath(commit0_config_file) + commit0_config = read_commit0_config_file(commit0_config_file) dataset = load_dataset( commit0_config["dataset_name"], split=commit0_config["dataset_split"] @@ -183,6 +229,15 @@ def run_agent( # if len(filtered_dataset) > 1: # sys.stdout = open(os.devnull, "w") + if agent_config.add_import_module_to_context: + # Install Chrome for Playwright for browser-based agents + try: + subprocess.run(["playwright", "install", "chromium"], check=True) + print("Chrome installed successfully for Playwright") + except subprocess.CalledProcessError as e: + print(f"Error installing Chrome for Playwright: {e}") + except FileNotFoundError: + print("Playwright not found. Make sure it's installed and in your PATH.") with tqdm( total=len(filtered_dataset), smoothing=0, desc="Running Aider for repos" @@ -202,6 +257,7 @@ def run_agent( override_previous_changes, backend, log_dir, + commit0_config_file, ), callback=lambda _: pbar.update( 1 diff --git a/commit0/cli.py b/commit0/cli.py index f0afb54d..1b67080d 100644 --- a/commit0/cli.py +++ b/commit0/cli.py @@ -86,12 +86,12 @@ def check_valid(one: str, total: Union[list[str], dict[str, list[str]]]) -> None ) -def write_commit0_dot_file(dot_file_path: str, config: dict) -> None: +def write_commit0_config_file(dot_file_path: str, config: dict) -> None: with open(dot_file_path, "w") as f: yaml.dump(config, f, default_flow_style=False) -def read_commit0_dot_file(dot_file_path: str) -> dict: +def read_commit0_config_file(dot_file_path: str) -> dict: # Check if the file exists before attempting to read it if not os.path.exists(dot_file_path): raise FileNotFoundError( @@ -112,13 +112,14 @@ def setup( ), dataset_split: str = typer.Option("test", help="Split of the Huggingface dataset"), base_dir: str = typer.Option("repos/", help="Base directory to clone repos to"), - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Storing path for stateful commit0 configs" ), ) -> None: """Commit0 clone a repo split.""" check_commit0_path() - check_valid(repo_split, SPLIT) + if "commit0" in dataset_name.split("/")[-1].lower(): + check_valid(repo_split, SPLIT) base_dir = str(Path(base_dir).resolve()) @@ -127,7 +128,7 @@ def setup( typer.echo(f"Dataset split: {highlight(dataset_split, Colors.ORANGE)}") typer.echo(f"Base directory: {highlight(base_dir, Colors.ORANGE)}") typer.echo( - f"Commit0 dot file path: {highlight(commit0_dot_file_path, Colors.ORANGE)}" + f"Commit0 dot file path: {highlight(commit0_config_file, Colors.ORANGE)}" ) commit0.harness.setup.main( @@ -138,8 +139,8 @@ def setup( ) # after successfully setup, write the commit0 dot file - write_commit0_dot_file( - commit0_dot_file_path, + write_commit0_config_file( + commit0_config_file, { "dataset_name": dataset_name, "dataset_split": dataset_split, @@ -152,7 +153,7 @@ def setup( @commit0_app.command() def build( num_workers: int = typer.Option(8, help="Number of workers"), - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Path to the commit0 dot file, where the setup config is stored", ), @@ -167,8 +168,9 @@ def build( """Build Commit0 split you choose in Setup Stage.""" check_commit0_path() - commit0_config = read_commit0_dot_file(commit0_dot_file_path) - check_valid(commit0_config["repo_split"], SPLIT) + commit0_config = read_commit0_config_file(commit0_config_file) + if "commit0" in commit0_config["dataset_name"].split("/")[-1].lower(): + check_valid(commit0_config["repo_split"], SPLIT) typer.echo( f"Building repository for split: {highlight(commit0_config['repo_split'], Colors.ORANGE)}" @@ -199,7 +201,6 @@ def get_tests( ) -> None: """Get tests for a Commit0 repository.""" check_commit0_path() - check_valid(repo_name, SPLIT_ALL) commit0.harness.get_pytest_ids.main(repo_name, verbose=1) @@ -228,7 +229,7 @@ def test( rebuild: bool = typer.Option( False, "--rebuild", help="Whether to rebuild an image" ), - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Path to the commit0 dot file, where the setup config is stored", ), @@ -247,23 +248,33 @@ def test( ) -> None: """Run tests on a Commit0 repository.""" check_commit0_path() + commit0_config = read_commit0_config_file(commit0_config_file) if repo_or_repo_path.endswith("/"): repo_or_repo_path = repo_or_repo_path[:-1] - check_valid(repo_or_repo_path.split("/")[-1], SPLIT_ALL) - - commit0_config = read_commit0_dot_file(commit0_dot_file_path) + if "commit0" in commit0_config["dataset_name"].split("/")[-1].lower(): + check_valid(repo_or_repo_path.split("/")[-1], SPLIT) if reference: branch = "reference" - if branch is None and not reference: - git_path = os.path.join( - commit0_config["base_dir"], repo_or_repo_path.split("/")[-1] - ) - branch = get_active_branch(git_path) + else: + dataset_name = commit0_config["dataset_name"].lower() + if ( + "humaneval" in dataset_name + or "mbpp" in dataset_name + or "bigcodebench" in dataset_name + or "codecontests" in dataset_name + ): + branch = repo_or_repo_path + else: + if branch is None and not reference: + git_path = os.path.join( + commit0_config["base_dir"], repo_or_repo_path.split("/")[-1] + ) + branch = get_active_branch(git_path) if stdin: # Read test names from stdin - test_ids = sys.stdin.read().strip() + test_ids = sys.stdin.read() elif test_ids is None: typer.echo("Error: test_ids must be provided or use --stdin option", err=True) raise typer.Exit(code=1) @@ -304,7 +315,7 @@ def evaluate( coverage: Annotated[ bool, typer.Option("--coverage", help="Whether to get coverage information") ] = False, - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Path to the commit0 dot file, where the setup config is stored", ), @@ -315,8 +326,9 @@ def evaluate( if reference: branch = "reference" - commit0_config = read_commit0_dot_file(commit0_dot_file_path) - check_valid(commit0_config["repo_split"], SPLIT) + commit0_config = read_commit0_config_file(commit0_config_file) + if "commit0" in commit0_config["dataset_name"].split("/")[-1].lower(): + check_valid(commit0_config["repo_split"], SPLIT) typer.echo(f"Evaluating repository split: {commit0_config['repo_split']}") typer.echo(f"Branch: {branch}") @@ -344,7 +356,7 @@ def lint( files: Union[List[Path], None] = typer.Option( None, help="Files to lint. If not provided, all files will be linted." ), - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Path to the commit0 dot file, where the setup config is stored", ), @@ -358,7 +370,7 @@ def lint( ) -> None: """Lint given files if provided, otherwise lint all files in the base directory.""" check_commit0_path() - commit0_config = read_commit0_dot_file(commit0_dot_file_path) + commit0_config = read_commit0_config_file(commit0_config_file) appended_files = None if files is not None: appended_files = [] @@ -383,15 +395,16 @@ def save( owner: str = typer.Argument(..., help="Owner of the repository"), branch: str = typer.Argument(..., help="Branch to save"), github_token: str = typer.Option(None, help="GitHub token for authentication"), - commit0_dot_file_path: str = typer.Option( + commit0_config_file: str = typer.Option( ".commit0.yaml", help="Path to the commit0 dot file, where the setup config is stored", ), ) -> None: """Save 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None: - dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore + dataset: Iterator[Union[RepoInstance, SimpleInstance]] = load_dataset( + dataset_name, split=dataset_split + ) # type: ignore specs = [] + dataset_name = dataset_name.lower() + if "swe" in dataset_name: + dataset_type = "swebench" + elif ( + "humaneval" in dataset_name + or "mbpp" in dataset_name + or "bigcodebench" in dataset_name + or "codecontests" in dataset_name + ): + dataset_type = "simple" + else: + dataset_type = "commit0" for example in dataset: - repo_name = example["repo"].split("/")[-1] - if repo_split != "all" and repo_name not in SPLIT[repo_split]: - continue - spec = make_spec(example) + if "swe" in dataset_name or dataset_type == "simple": + if split != "all" and split not in example["instance_id"]: + continue + else: + repo_name = example["repo"].split("/")[-1] + if split != "all" and repo_name not in SPLIT[split]: + continue + spec = make_spec(example, dataset_type, absolute=True) specs.append(spec) client = docker.from_env() - build_repo_images(client, specs, num_workers, verbose) - for spec in specs: - image = client.images.get(spec.repo_image_key) - repository, tag = spec.repo_image_tag.split(":") - image.tag(repository, tag) + build_repo_images(client, specs, dataset_type, num_workers, verbose) __all__ = [] diff --git a/commit0/harness/constants.py b/commit0/harness/constants.py index fe398fe3..c66834bb 100644 --- a/commit0/harness/constants.py +++ b/commit0/harness/constants.py @@ -1,9 +1,11 @@ from enum import Enum from pathlib import Path -from typing import Dict, TypedDict +from typing import Dict, ItemsView, KeysView +from pydantic import BaseModel -class RepoInstance(TypedDict): +class RepoInstance(BaseModel): + instance_id: str repo: str base_commit: str reference_commit: str @@ -11,11 +13,41 @@ class RepoInstance(TypedDict): test: Dict[str, str] src_dir: str + def __getitem__(self, item: str): + return getattr(self, item) -class Files(TypedDict): + def keys(self) -> KeysView[str]: + """Return the field names of the model as dictionary keys.""" + return self.__annotations__.keys() + + +class SimpleInstance(BaseModel): + instance_id: str + prompt: str + canonical_solution: str + test: str + + def __getitem__(self, item: str): + return getattr(self, item) + + def keys(self) -> KeysView[str]: + """Return the field names of the model as dictionary keys.""" + return self.__annotations__.keys() + + +class Files(BaseModel): eval_script: Dict[str, Path] patch: Dict[str, Path] + def __getitem__(self, item: str): + return getattr(self, item) + + def items(self) -> ItemsView[str, object]: + """Using self.dict() to obtain the underlying data as a dictionary, + which is then iterated to yield key-value pairs. + """ + return self.dict().items() + BASE_BRANCH = "commit0" @@ -32,7 +64,11 @@ class Files(TypedDict): PASS_TO_FAIL = "PASS_TO_FAIL" # Evaluation backends -EVAL_BACKENDS = ["local", "modal"] +EVAL_BACKENDS = ["local", "modal", "e2b"] +# Use absolute for docker and modal. Backends with sudo access +ABSOLUTE_REPO_DIR = "/testbed" +# Use relative for e2b, with no sudo access +RELATIVE_REPO_DIR = "testbed" # available commands COMMANDS = [ @@ -59,13 +95,9 @@ class Files(TypedDict): "marshmallow", "jinja", "cookiecutter", - "moviepy", "portalocker", - "dnspython", "parsel", "pyjwt", - "tlslite-ng", - "dulwich", "chardet", "babel", "minitorch", diff --git a/commit0/harness/docker_build.py b/commit0/harness/docker_build.py index 2f7aeeaf..93669d44 100644 --- a/commit0/harness/docker_build.py +++ b/commit0/harness/docker_build.py @@ -112,17 +112,20 @@ def build_image( close_logger(logger) # functions that create loggers should close them -def build_base_images(client: docker.DockerClient, dataset: list) -> None: +def build_base_images( + client: docker.DockerClient, dataset: list, dataset_type: str +) -> None: """Builds the base images required for the dataset if they do not already exist. Args: ---- client (docker.DockerClient): Docker client to use for building the images dataset (list): List of test specs or dataset to build images for + dataset_type(str): The type of dataset. Choices are commit0 and swebench """ # Get the base images to build from the dataset - test_specs = get_specs_from_dataset(dataset) + test_specs = get_specs_from_dataset(dataset, dataset_type, absolute=True) base_images = { x.base_image_key: (x.base_dockerfile, x.platform) for x in test_specs } @@ -150,8 +153,7 @@ def build_base_images(client: docker.DockerClient, dataset: list) -> None: def get_repo_configs_to_build( - client: docker.DockerClient, - dataset: list, + client: docker.DockerClient, dataset: list, dataset_type: str ) -> dict[str, Any]: """Returns a dictionary of image names to build scripts and dockerfiles for repo images. Returns only the repo images that need to be built. @@ -160,10 +162,11 @@ def get_repo_configs_to_build( ---- client (docker.DockerClient): Docker client to use for building the images dataset (list): List of test specs or dataset to build images for + dataset_type(str): The type of dataset. Choices are commit0 and swebench """ image_scripts = dict() - test_specs = get_specs_from_dataset(dataset) + test_specs = get_specs_from_dataset(dataset, dataset_type, absolute=True) for test_spec in test_specs: # Check if the base image exists @@ -195,6 +198,7 @@ def get_repo_configs_to_build( def build_repo_images( client: docker.DockerClient, dataset: list, + dataset_type: str, max_workers: int = 4, verbose: int = 1, ) -> tuple[list[str], list[str]]: @@ -204,6 +208,7 @@ def build_repo_images( ---- client (docker.DockerClient): Docker client to use for building the images dataset (list): List of test specs or dataset to build images for + dataset_type(str): The type of dataset. Choices are commit0 and swebench max_workers (int): Maximum number of workers to use for building images verbose (int): Level of verbosity @@ -213,8 +218,8 @@ def build_repo_images( failed: a list of docker image keys for which build failed """ - build_base_images(client, dataset) - configs_to_build = get_repo_configs_to_build(client, dataset) + build_base_images(client, dataset, dataset_type) + configs_to_build = get_repo_configs_to_build(client, dataset, dataset_type) if len(configs_to_build) == 0: print("No repo images need to be built.") return [], [] diff --git a/commit0/harness/evaluate.py b/commit0/harness/evaluate.py index 5b6b7215..9026cae7 100644 --- a/commit0/harness/evaluate.py +++ b/commit0/harness/evaluate.py @@ -1,3 +1,4 @@ +import json import logging import os from collections import Counter @@ -32,20 +33,35 @@ def main( rebuild_image: bool, ) -> None: dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore - repos = SPLIT[repo_split] + if "swe" in dataset_name.lower(): + if repo_split == "all": + repos = dataset["instance_id"] # type: ignore + else: + repos = [one for one in dataset["instance_id"] if repo_split in one] # type: ignore + else: + repos = SPLIT[repo_split] triples = [] log_dirs = [] for example in dataset: repo_name = example["repo"].split("/")[-1] - if repo_split != "all" and repo_name not in SPLIT[repo_split]: - continue + if "swe" in dataset_name.lower(): + if repo_split != "all" and repo_split not in example["instance_id"]: + continue + else: + if repo_split != "all" and repo_name not in SPLIT[repo_split]: + continue hashed_test_ids = get_hash_string(example["test"]["test_dir"]) if branch is None: - git_path = os.path.join(base_dir, repo_name) + git_path = os.path.join(base_dir, example["instance_id"]) branch = get_active_branch(git_path) - log_dir = RUN_PYTEST_LOG_DIR / repo_name / branch / hashed_test_ids + log_dir = ( + RUN_PYTEST_LOG_DIR + / example["instance_id"].split("/")[-1] + / branch + / hashed_test_ids + ) log_dirs.append(str(log_dir)) - triples.append((repo_name, example["test"]["test_dir"], branch)) + triples.append((example["instance_id"], example["test"]["test_dir"], branch)) with tqdm(total=len(repos), smoothing=0, desc="Evaluating repos") as pbar: with ThreadPoolExecutor(max_workers=num_workers) as executor: @@ -78,6 +94,7 @@ def main( report_file = os.path.join(name, "report.json") name = name.split("/")[2] test_ids = get_tests(name, verbose=0) + test_ids = [xx for x in test_ids for xx in x] if not os.path.exists(report_file): out.append( { @@ -89,8 +106,18 @@ def main( } ) continue - report = load_dataset("json", data_files=report_file, split="train") # type: ignore - tests = {x["nodeid"]: x["call"] for x in report["tests"][0] if "call" in x} # type: ignore + with open(report_file, "r") as file: + report = json.load(file) + # new version of pytest json + if "created" in report: + tests = {x["nodeid"]: x["call"] for x in report["tests"] if "call" in x} + # old version of pytest json + else: + tests = { + x["nodeid"]: {"outcome": x["outcome"], "duration": x["duration"]} + for x in report + if x["when"] == "call" + } status = [] runtimes = [] no_runs = 0 diff --git a/commit0/harness/execution_context.py b/commit0/harness/execution_context.py index fa9e3b86..18151c32 100644 --- a/commit0/harness/execution_context.py +++ b/commit0/harness/execution_context.py @@ -9,7 +9,9 @@ import logging import modal import modal.io_streams -from enum import StrEnum, auto +from enum import auto +from e2b_code_interpreter import Sandbox +from strenum import StrEnum from pathlib import Path import time from typing import Optional, Type @@ -32,6 +34,7 @@ class ExecutionBackend(StrEnum): LOCAL = auto() MODAL = auto() + E2B = auto() class ExecutionContext(ABC): @@ -101,7 +104,7 @@ def __init__( self.client = docker.from_env() self.container = create_container( client=self.client, - image_name=spec.repo_image_tag, + image_name=spec.repo_image_key, container_name=spec.get_container_name(), nano_cpus=num_cpus, logger=logger, @@ -159,7 +162,7 @@ def __init__( files_to_collect=files_to_collect, ) - self.app = modal.App() + self.app = modal.App.lookup("commit0", create_if_missing=True) # the image must exist on dockerhub reponame = spec.repo.split("/")[-1] @@ -167,7 +170,7 @@ def __init__( image = modal.Image.from_registry(image_name, force_build=rebuild_image) if files_to_copy: for _, f in files_to_copy.items(): - image = image.copy_local_file(f["src"], f["dest"]) # type: ignore + image = image.add_local_file(str(f["src"]), str(f["dest"])) # type: ignore self.image = image def exec_run_with_timeout(self, command: str) -> tuple[str, bool, float]: @@ -218,3 +221,72 @@ def __exit__( exctb: Optional[TracebackType], ) -> None: close_logger(self.logger) + + +class E2B(ExecutionContext): + def __init__( + self, + spec: Spec, + logger: logging.Logger, + timeout: int, + num_cpus: int, + log_dir: Path, + files_to_copy: Optional[Files] = None, + files_to_collect: Optional[list[str]] = None, + rebuild_image: bool = False, + ): + super().__init__( + spec, + logger, + timeout, + num_cpus, + log_dir, + files_to_copy=files_to_copy, + files_to_collect=files_to_collect, + ) + + # in modal, we create a sandbox for each operation. this seems super slow. + # let's try having a single sandbox for multiple operations + # assume the sandbox needs to be alive for an hour, the max duration + self.sb = Sandbox(timeout=60 * 60) + self.sb.commands.run("curl -LsSf https://astral.sh/uv/install.sh | sh") + + # setup sandbox env + self.sb.files.write("setup.sh", spec.setup_script) + self.sb.commands.run("bash setup.sh") + + # prepare for eval + if files_to_copy: + for _, f in files_to_copy.items(): + with open(f["src"], "r") as fp: # type: ignore + content = fp.read() + self.sb.files.write(f["dest"].name, content) # type: ignore + + def exec_run_with_timeout(self, command: str) -> tuple[str, bool, float]: + """Execute command on E2B sandbox + For timeouts, we could maybe use the error code or check whether the + sandbox is still alive. + + The exit code is given by: result.exit_code + + For now, we can just check if the sandbox is still alive. + """ + start_time = time.time() + # half-hour timeout per operation + result = self.sb.commands.run(command, timeout=self.timeout) + if self.files_to_collect is not None: + for fname in self.files_to_collect: + with (self.log_dir / fname).open("w") as f: + f.write(self.sb.files.read(f"testbed/{fname}")) + timed_out = not self.sb.is_running() + end_time = time.time() + return result.stderr, timed_out, end_time - start_time + + def __exit__( + self, + exctype: Optional[Type[BaseException]], + excinst: Optional[BaseException], + exctb: Optional[TracebackType], + ) -> None: + self.sb.kill() + close_logger(self.logger) diff --git a/commit0/harness/get_pytest_ids.py b/commit0/harness/get_pytest_ids.py index 64891a7e..9e5ed9bf 100644 --- a/commit0/harness/get_pytest_ids.py +++ b/commit0/harness/get_pytest_ids.py @@ -4,16 +4,26 @@ import os -def main(repo: str, verbose: int) -> List[str]: +def read(bz2_file: str) -> str: + with bz2.open(bz2_file, "rt") as f: + out = f.read() + return out + + +def main(repo: str, verbose: int) -> List[List[str]]: repo = repo.lower() repo = repo.replace(".", "-") commit0_path = os.path.dirname(commit0.__file__) - bz2_file = f"{commit0_path}/data/test_ids/{repo}.bz2" - with bz2.open(bz2_file, "rt") as f: - out = f.read() + if "__" in repo: + in_file_fail = read(f"{commit0_path}/data/test_ids/{repo}#fail_to_pass.bz2") + in_file_pass = read(f"{commit0_path}/data/test_ids/{repo}#pass_to_pass.bz2") + else: + in_file_fail = read(f"{commit0_path}/data/test_ids/{repo}.bz2") + in_file_pass = "" + out = [in_file_fail, in_file_pass] if verbose: - print(out) - out = out.split("\n") + print(f"FAIL TO PASS:\n{out[0]}\nPASS TO PASS:\n{out[1]}") + out = [out[0].split("\n"), out[1].split("\n")] return out diff --git a/commit0/harness/run_pytest_ids.py b/commit0/harness/run_pytest_ids.py index 657ac825..54c7047a 100644 --- a/commit0/harness/run_pytest_ids.py +++ b/commit0/harness/run_pytest_ids.py @@ -5,12 +5,13 @@ from datasets import load_dataset from pathlib import Path -from typing import Iterator +from typing import Iterator, Union from commit0.harness.constants import ( EVAL_BACKENDS, Files, RUN_PYTEST_LOG_DIR, RepoInstance, + SimpleInstance, ) from commit0.harness.spec import make_spec from commit0.harness.utils import ( @@ -19,11 +20,13 @@ generate_patch_between_commits, setup_logger, close_logger, + extract_code_blocks, ) from commit0.harness.execution_context import ( ExecutionBackend, Docker, Modal, + E2B, ) @@ -46,20 +49,41 @@ def main( Tests are run either locally through docker or remotely through Modal. """ - dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore + dataset: Iterator[Union[RepoInstance, SimpleInstance]] = load_dataset( + dataset_name, split=dataset_split + ) # type: ignore + dataset_name = dataset_name.lower() + absolute = backend != "e2b" spec = None example = None repo_name = None + dataset_type = None for example in dataset: - repo_name = example["repo"].split("/")[-1] if repo_or_repo_dir.endswith("/"): repo_or_repo_dir = repo_or_repo_dir[:-1] - if repo_name in os.path.basename(repo_or_repo_dir): - spec = make_spec(example) + if "swe" in dataset_name: + repo_name = example["instance_id"] + dataset_type = "swebench" + elif ( + "humaneval" in dataset_name + or "mbpp" in dataset_name + or "bigcodebench" in dataset_name + or "codecontests" in dataset_name + ): + repo_name = example["instance_id"] + dataset_type = "simple" + else: + repo_name = example["repo"].split("/")[-1] + dataset_type = "commit0" + if repo_name in os.path.basename(repo_or_repo_dir) or repo_or_repo_dir.endswith( + repo_name + ): + spec = make_spec(example, dataset_type, absolute) break assert spec is not None, "No spec available" assert example is not None, "No example available" assert repo_name is not None, "No repo available" + assert dataset_type is not None, "No dataset_type available" hashed_test_ids = get_hash_string(test_ids) # set up logging @@ -68,74 +92,125 @@ def main( log_file = log_dir / "run_pytest.log" logger = setup_logger(repo_name, log_file, verbose=verbose) - try: - local_repo = git.Repo(repo_or_repo_dir) - logger.info(f"Loaded a git repo from {repo_or_repo_dir}") - except (git.exc.NoSuchPathError, git.exc.InvalidGitRepositoryError): # type: ignore - repo_dir = os.path.join(base_dir, repo_name) - logger.error(f"{repo_or_repo_dir} is not a git dir, trying {repo_dir} again") + if dataset_type != "simple": try: - local_repo = git.Repo(repo_dir) - logger.info(f"Retried succeeded. Loaded a git repo from {repo_dir}") - except git.exc.NoSuchPathError: # type: ignore - raise Exception( - f"{repo_dir} and {repo_or_repo_dir} are not git directories.\nUsage: commit0 test {{repo_dir}} {{branch}} {{test_ids}}" + local_repo = git.Repo(repo_or_repo_dir) + logger.info(f"Loaded a git repo from {repo_or_repo_dir}") + except (git.exc.NoSuchPathError, git.exc.InvalidGitRepositoryError): # type: ignore + repo_dir = os.path.join(base_dir, repo_name) + logger.error( + f"{repo_or_repo_dir} is not a git dir, trying {repo_dir} again" ) - except Exception as e: - raise e - commit_id = "" - if branch == "reference": - commit_id = example["reference_commit"] - else: - # Check if it's a local branch - if branch in local_repo.branches: - commit_id = local_repo.commit(branch).hexsha + try: + local_repo = git.Repo(repo_dir) + logger.info(f"Retried succeeded. Loaded a git repo from {repo_dir}") + except git.exc.NoSuchPathError: # type: ignore + raise Exception( + f"{repo_dir} and {repo_or_repo_dir} are not git directories.\nUsage: commit0 test {{repo_dir}} {{branch}} {{test_ids}}" + ) + except Exception as e: + raise e + commit_id = "" + if branch == "reference": + commit_id = example["reference_commit"] else: - found_remote_branch = False - for remote in local_repo.remotes: - remote.fetch() # Fetch latest updates from each remote - - # Check if the branch exists in this remote - for ref in remote.refs: - if ( - ref.remote_head == branch - ): # Compare branch name without remote prefix - commit_id = local_repo.commit(ref.name).hexsha - found_remote_branch = True - break # Branch found, no need to keep checking this remote - if found_remote_branch: - break # Stop checking other remotes if branch is found - if not found_remote_branch: - raise Exception(f"Branch {branch} does not exist locally or remotely.") - patch = generate_patch_between_commits( - local_repo, example["base_commit"], commit_id - ) - patch_file = Path(log_dir / "patch.diff") - patch_file.write_text(patch) + # Check if it's a local branch + if branch in local_repo.branches: + commit_id = local_repo.commit(branch).hexsha + else: + found_remote_branch = False + for remote in local_repo.remotes: + remote.fetch() # Fetch latest updates from each remote + + # Check if the branch exists in this remote + for ref in remote.refs: + if ( + ref.remote_head == branch + ): # Compare branch name without remote prefix + commit_id = local_repo.commit(ref.name).hexsha + found_remote_branch = True + break # Branch found, no need to keep checking this remote + if found_remote_branch: + break # Stop checking other remotes if branch is found + if not found_remote_branch: + raise Exception( + f"Branch {branch} does not exist locally or remotely." + ) + + # make patch file + if "swe" in dataset_name: + if branch == "reference": + patch = ( + example["test"]["patch"] + "\n\n" + example["test"]["test_patch"] + ) + else: + patch = generate_patch_between_commits( + local_repo, example["base_commit"], commit_id + ) + patch += "\n\n" + example["test"]["test_patch"] + else: + patch = generate_patch_between_commits( + local_repo, example["base_commit"], commit_id + ) + + # make eval file + if coverage: + coverage_text = ( + f" --cov={example['src_dir']} --cov-branch --cov-report json" + ) + else: + coverage_text = "" + eval_script = spec.eval_script.format(test_ids=test_ids, coverage=coverage_text) - # make eval file - if coverage: - coverage_text = f" --cov={example['src_dir']} --cov-branch --cov-report json" else: - coverage_text = "" - eval_script = spec.eval_script.format(test_ids=test_ids, coverage=coverage_text) + if branch == "reference": + patch = ( + example["prompt"] + + "\n\n" + + example["canonical_solution"] + + "\n\n" + + example["test"] + ) + else: + solution = test_ids + prompt = example["prompt"] if "prompt" in example.keys() else "" + matches = extract_code_blocks(solution) + if len(matches) > 0: + solution = "\n\n".join(matches) + else: + solution = prompt + "\n\n" + solution + patch = solution + "\n\n" + example["test"] + eval_script = spec.eval_script + + patch_file = Path(log_dir / "patch.diff") + patch_file.write_text(patch, encoding="utf-8", errors="ignore") eval_file = Path(log_dir / "eval.sh") eval_file.write_text(eval_script) + backend = backend.upper() if ExecutionBackend(backend) == ExecutionBackend.MODAL: - logger.info("Runnning on Modal") + logger.info("Running on Modal") execution_context = Modal elif ExecutionBackend(backend) == ExecutionBackend.LOCAL: - logger.info("Runnning locally") + logger.info("Running locally") execution_context = Docker + elif ExecutionBackend(backend) == ExecutionBackend.E2B: + logger.info("Running E2B") + execution_context = E2B else: raise ValueError( f"Evaluation must be from {', '.join(EVAL_BACKENDS)}, but {backend} is provided." ) files_to_copy = Files( - eval_script={"src": eval_file, "dest": Path("/eval.sh")}, - patch={"src": patch_file, "dest": Path("/patch.diff")}, + eval_script={ + "src": eval_file, + "dest": Path("/eval.sh" if absolute else "eval.sh"), + }, + patch={ + "src": patch_file, + "dest": Path("/patch.diff" if absolute else "patch.diff"), + }, ) files_to_collect = [ "report.json", @@ -145,6 +220,11 @@ def main( if coverage: files_to_collect.append("coverage.json") + eval_command = ( + "/bin/bash /eval.sh" + if ExecutionBackend(backend) != ExecutionBackend.E2B + else "/bin/bash eval.sh" + ) try: with execution_context( spec, @@ -157,8 +237,9 @@ def main( rebuild_image, ) as context: output, timed_out, total_runtime = context.exec_run_with_timeout( - "/bin/bash /eval.sh" + eval_command ) + logger.info(output) if timed_out: raise EvaluationError( repo_name, diff --git a/commit0/harness/save.py b/commit0/harness/save.py index 1a10c4f5..35ad384a 100644 --- a/commit0/harness/save.py +++ b/commit0/harness/save.py @@ -30,8 +30,12 @@ def main( dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore for example in dataset: repo_name = example["repo"].split("/")[-1] - if repo_split != "all" and repo_name not in SPLIT[repo_split]: - continue + if "swe" in dataset_name.lower(): + if repo_split != "all" and repo_split not in example["instance_id"]: + continue + else: + if repo_split != "all" and repo_name not in SPLIT[repo_split]: + continue local_repo_path = f"{base_dir}/{repo_name}" github_repo_url = f"https://github.com/{owner}/{repo_name}.git" github_repo_url = github_repo_url.replace( diff --git a/commit0/harness/setup.py b/commit0/harness/setup.py index d26b4d39..a69dd600 100644 --- a/commit0/harness/setup.py +++ b/commit0/harness/setup.py @@ -23,13 +23,27 @@ def main( base_dir: str, ) -> None: dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore + dataset_name = dataset_name.lower() + if ( + "humaneval" in dataset_name + or "mbpp" in dataset_name + or "bigcodebench" in dataset_name + or "codecontests" in dataset_name + ): + return for example in dataset: repo_name = example["repo"].split("/")[-1] - if repo_split != "all" and repo_name not in SPLIT[repo_split]: - continue clone_url = f"https://github.com/{example['repo']}.git" - clone_dir = os.path.abspath(os.path.join(base_dir, repo_name)) - branch = dataset_name.split("/")[-1] + if "swe" in dataset_name: + if repo_split != "all" and repo_split not in example["instance_id"]: + continue + clone_dir = os.path.abspath(os.path.join(base_dir, example["instance_id"])) + branch = example["base_commit"] + else: + if repo_split != "all" and repo_name not in SPLIT[repo_split]: + continue + clone_dir = os.path.abspath(os.path.join(base_dir, repo_name)) + branch = dataset_name.split("/")[-1] repo = clone_repo(clone_url, clone_dir, branch, logger) if BASE_BRANCH in repo.branches: repo.git.branch("-d", BASE_BRANCH) diff --git a/commit0/harness/spec.py b/commit0/harness/spec.py index dc620ef9..e879cb80 100644 --- a/commit0/harness/spec.py +++ b/commit0/harness/spec.py @@ -1,9 +1,13 @@ import hashlib +from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Union, cast, Optional from commit0.harness.constants import ( + ABSOLUTE_REPO_DIR, + RELATIVE_REPO_DIR, RepoInstance, + SimpleInstance, ) from commit0.harness.dockerfiles import ( get_dockerfile_base, @@ -12,17 +16,18 @@ @dataclass -class Spec: +class Spec(ABC): """A dataclass that represents a test specification for a single instance of SWE-bench.""" + absolute: bool repo: str # repo dir on docker repo_directory: str - repo_script_list: list[str] - eval_script_list: list[str] + instance: Union[RepoInstance, SimpleInstance] @property def setup_script(self) -> str: + self.repo_script_list = self.make_repo_script_list() return ( "\n".join(["#!/bin/bash", "set -euxo pipefail"] + self.repo_script_list) + "\n" @@ -30,6 +35,7 @@ def setup_script(self) -> str: @property def eval_script(self) -> str: + self.eval_script_list = self.make_eval_script_list() return ( "\n".join(["#!/bin/bash", "set -uxo pipefail"] + self.eval_script_list) + "\n" @@ -51,7 +57,7 @@ def repo_image_key(self) -> str: hash_object.update(str(self.setup_script).encode("utf-8")) hash_value = hash_object.hexdigest() val = hash_value[:22] # 22 characters is still very likely to be unique - repo = self.repo.split("/")[-1] + repo = self.repo.split("/")[-1].split("__")[-1].split("-")[0] # this is the image name created locally # once this image created, it will be tagged with repo_image_tag return f"commit0.repo.{repo}.{val}:v0".lower() @@ -60,7 +66,15 @@ def repo_image_key(self) -> str: def repo_image_tag(self) -> str: """Repo image tag that will be used throughout.""" repo = self.repo.split("/")[-1] - return f"wentingzhao/{repo}:v0".lower() + tag = f"wentingzhao/{repo}:v0".lower() + if "__" in repo: # this is a swebench instance + repo = repo.split("__")[-1].split("-")[0] + hash_object = hashlib.sha256() + hash_object.update(str(self.setup_script).encode("utf-8")) + hash_value = hash_object.hexdigest() + val = hash_value[:22] # 22 characters is still very likely to be unique + tag = f"wentingzhao/{repo}.{val}:v0".lower() + return tag def get_container_name(self, run_id: Optional[str] = None) -> str: repo = self.repo.split("/")[-1] @@ -80,107 +94,275 @@ def repo_dockerfile(self) -> str: def platform(self) -> str: return "linux/x86_64" + @abstractmethod + def make_repo_script_list(self) -> list[str]: + pass -def get_specs_from_dataset( - dataset: Union[list[RepoInstance], list[Spec]], -) -> list[Spec]: - """Idempotent function that converts a list of SWEbenchInstance objects to a list of TestSpec objects.""" - if isinstance(dataset[0], Spec): - return cast(list[Spec], dataset) - return list(map(make_spec, cast(list[RepoInstance], dataset))) - - -def make_repo_script_list(instance: RepoInstance, repo_directory: str) -> list[str]: - """Create a list of bash commands to set up the repository for testing. - This is the setup script for the instance image. - """ - specs = instance["setup"] - repo = instance["repo"] - env_setup_commit = instance["reference_commit"] - base_commit = instance["base_commit"] - - setup_commands = [ - f"git clone -o origin https://github.com/{repo} {repo_directory}", - f"chmod -R 777 {repo_directory}", # So nonroot user can run tests - f"cd {repo_directory}", - f"git reset --hard {env_setup_commit}", - # Remove the remote so the agent won't see newer commits. - "git remote remove origin", - f"uv venv --python {specs['python']}", - "source .venv/bin/activate", - "which python", - ] - - # Run pre-install set up if provided - if "pre_install" in specs and specs["pre_install"] is not None: - for pre_install in specs["pre_install"]: - if "apt-get install" in pre_install and "-y" not in pre_install: - pre_install = pre_install.replace( - "apt-get install", "apt-get install -y --no-install-recommends" + @abstractmethod + def make_eval_script_list(self) -> list[str]: + pass + + +class Commit0Spec(Spec): + def make_repo_script_list(self) -> list[str]: + """Create a list of bash commands to set up the repository for testing. + This is the setup script for the instance image. + """ + specs = self.instance["setup"] + repo = self.instance["repo"] + env_setup_commit = self.instance["reference_commit"] + base_commit = self.instance["base_commit"] + + setup_commands = [ + # Use --depth 1 for shallow clone to prevent agents from accessing + # git history and exploiting it to retrieve original implementations + f"git clone --depth 1 -o origin https://github.com/{repo} {self.repo_directory}", + f"chmod -R 777 {self.repo_directory}", # So nonroot user can run tests + f"cd {self.repo_directory}", + # Fetch both commits needed: env_setup_commit for setup and base_commit for later reset + f"git fetch --depth 1 origin {env_setup_commit} {base_commit}", + f"git reset --hard {env_setup_commit}", + # Remove the remote so the agent won't see newer commits. + "git remote remove origin", + f"uv venv --python {specs['python']}", + "source .venv/bin/activate", + "which python", + ] + + # Run pre-install set up if provided + if "pre_install" in specs and specs["pre_install"] is not None: + for pre_install in specs["pre_install"]: + if "apt-get install" in pre_install and "-y" not in pre_install: + pre_install = pre_install.replace( + "apt-get install", "apt-get install -y --no-install-recommends" + ) + elif "apt install" in pre_install and "-y" not in pre_install: + pre_install = pre_install.replace( + "apt install", "apt install -y --no-install-recommends" + ) + setup_commands.append(pre_install) + + # Install dependencies + if "packages" in specs and specs["packages"] is not None: + for package in specs["packages"]: + cmd = f"uv pip install -r {package}" + setup_commands.append(cmd) + + # Install additional packages if specified + if "pip_packages" in specs and specs["pip_packages"] is not None: + pip_packages = [f'"{one}"' for one in specs["pip_packages"]] + pip_packages = " ".join(pip_packages) + cmd = f"uv pip install {pip_packages}" + setup_commands.append(cmd) + + if "install" in specs and specs["install"] is not None: + if specs["install"].startswith("pip"): + install = "uv " + specs["install"] + else: + raise ValueError( + f"install command should always start with pip, but you have {specs['install']}" ) - elif "apt install" in pre_install and "-y" not in pre_install: - pre_install = pre_install.replace( - "apt install", "apt install -y --no-install-recommends" + setup_commands.append(install) + setup_commands.append( + "uv pip install -U pytest pytest-cov coverage pytest-json-report" + ) + setup_commands.append(f"git reset --hard {base_commit}") + return setup_commands + + def make_eval_script_list(self) -> list[str]: + """Run the tests.""" + diff_path = "/patch.diff" if self.absolute else "../patch.diff" + eval_script_list = [ + f"cd {self.repo_directory}", + "source .venv/bin/activate", + f"git reset --hard {self.instance['base_commit']}", + f"git apply --allow-empty -v {diff_path}", + "git status", + f"{self.instance['test']['test_cmd']} --json-report --json-report-file=report.json --continue-on-collection-errors{{coverage}} {{test_ids}} > test_output.txt 2>&1", + "echo $? > pytest_exit_code.txt", + ] + return eval_script_list + + +class SimpleSpec(Spec): + def make_repo_script_list(self) -> list[str]: + """Create a list of bash commands to set up the repository for testing. + This is the setup script for the instance image. + """ + setup_commands = [ + f"mkdir {self.repo_directory} && cd {self.repo_directory}", + "uv venv --python 3.12", + "source .venv/bin/activate", + "uv pip install -U pytest pytest-cov coverage pytest-json-report", + "which python", + ] + return setup_commands + + def make_eval_script_list(self) -> list[str]: + """Run the tests.""" + eval_script_list = [ + f"cd {self.repo_directory}", + "source .venv/bin/activate", + "cat /patch.diff > test.py", + "pytest test.py > test_output.txt 2>&1", + "echo $? > pytest_exit_code.txt", + ] + return eval_script_list + + +class SWEBenchSpec(Spec): + def make_repo_script_list(self) -> list[str]: + """Create a list of bash commands to set up the repository for testing. + This is the setup script for the instance image. + """ + specs = self.instance["setup"] + repo = self.instance["repo"] + version = int(str(specs["python"]).split(".")[-1]) + if version < 7: + specs["python"] = 3.7 + + base_commit = self.instance["base_commit"] + setup_commands = [ + # Use --depth 1 for shallow clone to prevent agents from accessing + # git history and exploiting it to retrieve original implementations + f"git clone --depth 1 -o origin https://github.com/{repo} {self.repo_directory}", + f"chmod -R 777 {self.repo_directory}", # So nonroot user can run tests + f"cd {self.repo_directory}", + # Fetch base_commit needed for eval script reset + f"git fetch --depth 1 origin {base_commit}", + # Remove the remote so the agent won't see newer commits. + "git remote remove origin", + f"uv venv --python {specs['python']}", + "source .venv/bin/activate", + "which python", + ] + + # Run pre-install set up if provided + if "pre_install" in specs and specs["pre_install"] is not None: + for pre_install in specs["pre_install"]: + if "apt-get install" in pre_install and "-y" not in pre_install: + pre_install = pre_install.replace( + "apt-get install", "apt-get install -y --no-install-recommends" + ) + elif "apt install" in pre_install and "-y" not in pre_install: + pre_install = pre_install.replace( + "apt install", "apt install -y --no-install-recommends" + ) + setup_commands.append(pre_install) + + # Install dependencies + if "packages" in specs and specs["packages"] is not None: + if isinstance(specs["packages"], list): + for package in specs["packages"]: + if ".txt" in package: + cmd = f"uv pip install -r {package}" + else: + cmd = f"uv pip install {package}" + setup_commands.append(cmd) + elif isinstance(specs["packages"], str): + if ".txt" in specs["packages"]: + cmd = f"uv pip install -r {specs['packages']}" + else: + cmd = f"uv pip install {specs['packages']}" + setup_commands.append(cmd) + else: + raise TypeError( + f"{specs['packages']} has a type other than string and list so couldn't be parsed." ) - setup_commands.append(pre_install) - # Install dependencies - if "packages" in specs and specs["packages"] is not None: - for package in specs["packages"]: - cmd = f"uv pip install -r {package}" + # Install additional packages if specified + if "pip_packages" in specs and specs["pip_packages"] is not None: + pip_packages = [one.split(";")[0].strip() for one in specs["pip_packages"]] + pip_packages = [f'"{one}"' for one in pip_packages] + pip_packages = " ".join(pip_packages) + cmd = f"uv pip install {pip_packages}" setup_commands.append(cmd) - - # Install additional packages if specified - if "pip_packages" in specs and specs["pip_packages"] is not None: - pip_packages = [f'"{one}"' for one in specs["pip_packages"]] - pip_packages = " ".join(pip_packages) - cmd = f"uv pip install {pip_packages}" - setup_commands.append(cmd) - - if "install" in specs and specs["install"] is not None: - if specs["install"].startswith("pip"): - install = "uv " + specs["install"] - else: - raise ValueError( - f"install command should always start with pip, but you have {specs['install']}" - ) - setup_commands.append(install) - setup_commands.append( - "uv pip install -U pytest pytest-cov coverage pytest-json-report" - ) - setup_commands.append(f"git reset --hard {base_commit}") - return setup_commands + setup_commands.append( + "uv pip install pytest pytest-cov coverage pytest-json-report" + ) + return setup_commands + + def make_eval_script_list(self) -> list[str]: + """Run the tests.""" + specs = self.instance["setup"] + results = [] + if "install" in specs and specs["install"] is not None: + installs = specs["install"].split("; ") + for one in installs: + if "python -m pip install" in one: + install = one.replace("python -m ", "uv run python -m ") + install = "uv pip install pip && " + install + else: + install = one + if install.startswith("pip"): + install = "uv " + install + elif install.startswith("python setup.py"): + install = install.replace("python ", "uv run python ") + results.append(install) + eval_script_list = ( + [ + f"cd {self.repo_directory}", + "source .venv/bin/activate", + f"git reset --hard {self.instance['base_commit']}", + "git apply --allow-empty -v /patch.diff", + ] + + results + + [ + "git status", + f"{self.instance['test']['test_cmd']} --json-report --json-report-file=report.json --continue-on-collection-errors{{coverage}} {{test_ids}} > test_output.txt 2>&1", + "echo $? > pytest_exit_code.txt", + ] + ) + return eval_script_list -def make_eval_script_list(instance: RepoInstance, repo_directory: str) -> list[str]: - """Run the tests.""" - eval_script_list = [ - f"cd {repo_directory}", - "source .venv/bin/activate", - f"git reset --hard {instance['base_commit']}", - "git apply --allow-empty -v /patch.diff", - "git status", - f"{instance['test']['test_cmd']} --json-report --json-report-file=report.json --continue-on-collection-errors{{coverage}} {{test_ids}} > test_output.txt 2>&1", - "echo $? > pytest_exit_code.txt", - ] - return eval_script_list +def get_specs_from_dataset( + dataset: Union[list[Union[RepoInstance, SimpleInstance]], list[Spec]], + dataset_type: str, + absolute: bool, +) -> list[Spec]: + """Idempotent function that converts a list of RepoInstance objects to a list of Spec objects.""" + if isinstance(dataset[0], Spec): + return cast(list[Spec], dataset) + return list( + map( + lambda instance: make_spec(instance, dataset_type, absolute), + cast(list["RepoInstance"], dataset), + ) + ) -def make_spec(instance: RepoInstance) -> Spec: +def make_spec( + instance: Union[RepoInstance, SimpleInstance], dataset_type: str, absolute: bool +) -> Spec: + repo_directory = ABSOLUTE_REPO_DIR if absolute else RELATIVE_REPO_DIR if isinstance(instance, Spec): return instance - - repo_directory = "/testbed" - - repo_script_list = make_repo_script_list(instance, repo_directory) - eval_script_list = make_eval_script_list(instance, repo_directory) - - return Spec( - repo=instance["repo"], - repo_directory=repo_directory, - repo_script_list=repo_script_list, - eval_script_list=eval_script_list, - ) + if dataset_type == "commit0": + return Commit0Spec( + repo=instance["instance_id"], + repo_directory=repo_directory, + instance=instance, + absolute=absolute, + ) + elif dataset_type == "swebench": + return SWEBenchSpec( + repo=instance["instance_id"], + repo_directory=repo_directory, + instance=instance, + absolute=absolute, + ) + elif dataset_type == "simple": + return SimpleSpec( + repo="simple", # all benchmarks with mere function writing will share the simple docker image + repo_directory=repo_directory, + instance=instance, + absolute=absolute, + ) + else: + raise NotImplementedError( + f"{dataset_type} is not supported.\nWe only support commit0 and swebench instances for now." + ) __all__ = [] diff --git a/commit0/harness/utils.py b/commit0/harness/utils.py index 8a44685a..7bef05b9 100644 --- a/commit0/harness/utils.py +++ b/commit0/harness/utils.py @@ -4,9 +4,10 @@ import logging import os import time +import re import sys from pathlib import Path -from typing import Optional, Union +from typing import List, Optional, Union from fastcore.net import HTTP404NotFoundError, HTTP403ForbiddenError # type: ignore from ghapi.core import GhApi @@ -220,4 +221,27 @@ def get_active_branch(repo_path: Union[str, Path]) -> str: return branch +def extract_code_blocks(text: str) -> List[str]: + """Extract Python code blocks from a given text wrapped in markdown markers. + + This function identifies and extracts all Python code blocks within a provided + text. The code blocks should be surrounded by markdown-style markers, such as + ```python ... ```. + + Args: + ---- + text (str): The input text containing Python code blocks marked with + ```python ... ```. + + Returns: + ------- + List[str]: A list of strings, each containing a Python code block extracted + from the text. + + """ + pattern = r"```python\n(.*?)```" + matches = re.finditer(pattern, text, re.DOTALL) + return [match.group(1).strip() for match in matches] + + __all__ = [] diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 00000000..4717cdc4 --- /dev/null +++ b/docs/README.md @@ -0,0 +1,24 @@ + +Update HF dataset then: +``` +python docs/update_submissions_dataset.py +``` + +Run submissions analysis on SPLIT +``` +python docs/render_submissions.py + --do_setup --get_blank_details --get_reference_details # only once, at beginning of setting up environment + --analyze_submissions + --split SPLIT +``` + +Render webpages on submissions. +``` +python docs/render_submissions.py --render_webpages --overwrite_previous_eval +``` + +Deploy to website. +``` +cd ../commit-0.github.io +mkdocs gh-deploy --config-file ../commit0/mkdocs.yml --remote-branch main +``` \ No newline at end of file diff --git a/docs/api.md b/docs/api.md index 4069e032..76fb52d4 100644 --- a/docs/api.md +++ b/docs/api.md @@ -13,7 +13,7 @@ Available options include: | `--dataset-name` | str | Name of the Huggingface dataset | `wentingzhao/commit0_combined` | | `--dataset-split` | str | Split of the Huggingface dataset | `test` | | `--base-dir` | str | Base directory to clone repos to | `repos/` | -| `--commit0-dot-file-path` | str | Storing path for stateful commit0 configs | `.commit0.yaml` | +| `--commit0-config-file` | str | Storing path for stateful commit0 configs | `.commit0.yaml` | ### Build @@ -23,7 +23,7 @@ Available options include: | Argument | Type | Description | Default | |----------|------|-------------|---------| | `--num-workers` | int | Number of workers | `8` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | ### Get Tests @@ -50,7 +50,7 @@ Available options include: | `--reference` | bool | Test the reference commit | `False` | | `--coverage` | bool | Get coverage information | `False` | | `--rebuild` | bool | Rebuild an image | `False` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | | `--stdin` | bool | Read test names from stdin | `False` | @@ -68,7 +68,7 @@ Available options include: | `--num-workers` | int | Number of workers to use | `8` | | `--reference` | bool | Evaluate the reference commit | `False` | | `--coverage` | bool | Get coverage information | `False` | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--rebuild` | bool | Rebuild images | `False` | ### Lint @@ -80,7 +80,7 @@ Available options include: |----------|------|-------------|---------| | `repo_or_repo_dir` | str | Directory of the repository to test | | | `--files` | List[Path] | Files to lint (optional) | | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | | `--verbose` | int | Verbosity level (1 or 2) | `1` | ### Save @@ -93,7 +93,7 @@ Available options include: | `owner` | str | Owner of the repository | | | `branch` | str | Branch to save | | | `--github-token` | str | GitHub token for authentication | | -| `--commit0-dot-file-path` | str | Path to the commit0 dot file | `.commit0.yaml` | +| `--commit0-config-file` | str | Path to the commit0 dot file | `.commit0.yaml` | ## Agent diff --git a/docs/javascripts/tablesort.js b/docs/javascripts/tablesort.js index c916015f..d6237987 100644 --- a/docs/javascripts/tablesort.js +++ b/docs/javascripts/tablesort.js @@ -1,6 +1,20 @@ document$.subscribe(function() { - var tables = document.querySelectorAll("article table:not([class])") - tables.forEach(function(table) { - new Tablesort(table) - }) - }) \ No newline at end of file + var tables = document.querySelectorAll("article table:not([class])") + tables.forEach(function(table) { + new Tablesort(table); + // Automatically sort the table by the specified column + var defaultSortColumn = 2; // Index of the column to sort (0-based) + var isAscending = False; // Set to false for descending order + + // Delay to ensure Tablesort is fully initialized + setTimeout(function () { + var header = table.querySelectorAll("thead th")[defaultSortColumn]; + if (header) { + header.click(); // Simulate a click on the header + if (!isAscending) { + header.click(); // Click again for descending order + } + } + }, 100); + }); +}); \ No newline at end of file diff --git a/docs/javascripts/tablesort.number.js b/docs/javascripts/tablesort.number.js new file mode 100644 index 00000000..fb804e70 --- /dev/null +++ b/docs/javascripts/tablesort.number.js @@ -0,0 +1,26 @@ +(function(){ + var cleanNumber = function(i) { + return i.replace(/[^\-?0-9.]/g, ''); + }, + + compareNumber = function(a, b) { + a = parseFloat(a); + b = parseFloat(b); + + a = isNaN(a) ? 0 : a; + b = isNaN(b) ? 0 : b; + + return a - b; + }; + + Tablesort.extend('number', function(item) { + return item.match(/^[-+]?[£\x24Û¢´€]?\d+\s*([,\.]\d{0,2})/) || // Prefixed currency + item.match(/^[-+]?\d+\s*([,\.]\d{0,2})?[£\x24Û¢´€]/) || // Suffixed currency + item.match(/^[-+]?(\d)*-?([,\.]){0,1}-?(\d)+([E,e][\-+][\d]+)?%?$/); // Number + }, function(a, b) { + a = cleanNumber(a); + b = cleanNumber(b); + + return compareNumber(b, a); + }); + }()); \ No newline at end of file diff --git a/docs/render_submissions.py b/docs/render_submissions.py index e2c95c29..2f0d5546 100644 --- a/docs/render_submissions.py +++ b/docs/render_submissions.py @@ -13,10 +13,12 @@ from transformers import AutoTokenizer from commit0.harness.constants import SPLIT +from commit0.harness.get_pytest_ids import main as get_tests from commit0.harness.utils import clone_repo -from commit0.cli import write_commit0_dot_file +from commit0.cli import write_commit0_config_file import logging +from typing import Any, NoReturn logging.basicConfig( level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s" @@ -26,9 +28,13 @@ analysis_files_path = "/share/rush/commit0_analysis_temp" -def get_pytest_info(path_to_logs, repo_name, branch_name): +def get_pytest_info( + path_to_logs: str, repo_name: str, branch_name: str +) -> dict[str, dict[str, Any]]: pytest_info = {} for pytest_hash in os.listdir(path_to_logs): + if not os.path.exists(os.path.join(path_to_logs, pytest_hash, "eval.sh")): + continue eval_script = open(os.path.join(path_to_logs, pytest_hash, "eval.sh")).read() testname = re.search(r"([\S]+) > test_output", eval_script).group(1) patch_diff = open(os.path.join(path_to_logs, pytest_hash, "patch.diff")).read() @@ -84,19 +90,19 @@ def get_pytest_info(path_to_logs, repo_name, branch_name): "failure_string": failure_string, "duration": duration, } - return pytest_info + return pytest_info if len(pytest_info) else "Could not evaluate" -def get_coverage_info(path_to_logs, repo_name, branch_name): +def get_coverage_info(path_to_logs: str, repo_name: str, branch_name: str) -> Any: raise NotImplementedError def get_blank_repo_metrics( - blank_source_code_folder, - spec_filename, + blank_source_code_folder: str, + spec_filename: str, tokenizer, code_file_filter=lambda filename: filename, -): +) -> dict[str, Any]: blank_repo_metrics = { "functions_to_edit": [], } @@ -164,7 +170,7 @@ def get_blank_repo_metrics( leaderboard_header = """\n\n## Leaderboard ({split}) -| Name | Repos Resolved (/{num_repos}) | Total Tests Passed (/{total_num_tests}) | Test Duration (s) | Date | Analysis | Github | +| Name | Repos Resolved (/{num_repos}) | Avg. pass rate | Test Duration (s) | Date | Analysis | Github | |------|:-------------------------:|:--------------------:|:--------------------:|:----------:|----|----| """ submission_table_header = """# Submission Name: **{display_name}** (split: {split}) @@ -178,23 +184,29 @@ def get_blank_repo_metrics( """ -def render_mds(overwrite_previous, subfolder="docs"): +def render_mds(overwrite_previous: bool, subfolder: str = "docs") -> NoReturn: leaderboard = {} split_to_total_tests = { "lite": 3628, "all": 140926, } # hard-coded to skip running it later - for split in tqdm.tqdm(["lite", "all"]): + for split in ["lite", "all"]: num_repos = len(SPLIT[split]) # total_num_tests = 0 # for repo_name in SPLIT[split]: # repo_tests = subprocess.run(['commit0', 'get-tests', repo_name], capture_output=True, text=True).stdout.strip() # total_num_tests += len(repo_tests.splitlines()) - leaderboard[split] = leaderboard_header.format( - split=split, - num_repos=num_repos, - total_num_tests=split_to_total_tests[split], + leaderboard[split] = [] + leaderboard[split].append( + ( + split_to_total_tests[split] + 1, + leaderboard_header.format( + split=split, + num_repos=num_repos, + total_num_tests=split_to_total_tests[split], + ), + ) ) for org_path in tqdm.tqdm(glob.glob(os.path.join(analysis_files_path, "*"))): @@ -202,9 +214,14 @@ def render_mds(overwrite_previous, subfolder="docs"): if org_name in {"blank", "repos", "submission_repos"}: continue for branch_path in glob.glob(os.path.join(org_path, "*.json")): - cum_tests_passed = 0 + evaluate_numbers = [] + lite_evaluate_numbers = [] + # cum_tests_passed = 0 repos_resolved = 0 total_duration = 0.0 + # lite_cum_tests_passed = 0 + lite_repos_resolved = 0 + lite_total_duration = 0.0 branch_metrics = json.load(open(branch_path)) submission_info = branch_metrics["submission_info"] split = submission_info["split"] @@ -234,7 +251,7 @@ def render_mds(overwrite_previous, subfolder="docs"): subfolder, f"analysis_{org_name}_{branch_name}_{repo_name}.md" ) if isinstance(repo_pytest_results, str): - submission_repo_page = f"# **{display_name}**: {repo_name}\n\n## Failed to clone\n\n{repo_pytest_results}" + submission_repo_page = f"# **{display_name}**: {repo_name}\n\n## Failed\n\n{repo_pytest_results}" org_branch_repo_filepath = os.path.join( subfolder, f"analysis_{org_name}_{branch_name}_{repo_name}.md" ) @@ -246,7 +263,7 @@ def render_mds(overwrite_previous, subfolder="docs"): submission_page = submission_table_header.format( display_name=display_name, split=split ) + ( - f"\n| {repo_name} | No; Failed to clone. | - | - | " + f"\n| {repo_name} | No; {repo_pytest_results} | - | - | " f"[Analysis](/{f'analysis_{org_name}_{branch_name}_{repo_name}'}) | " f"[Github]({github_hyperlink}) |" ) @@ -267,13 +284,23 @@ def render_mds(overwrite_previous, subfolder="docs"): ) pytest_details = "Pytest failed" duration = "Failed." + evaluate_numbers.append(0.0) + if split == "all" and repo_name in SPLIT["lite"]: + lite_evaluate_numbers.append(0.0) else: resolved = False if "passed" in pytest_info["summary"]: if "skipped" in pytest_info["summary"]: - resolved = pytest_info["summary"]["passed"] + pytest_info["summary"]["skipped"] == pytest_info["summary"]["total"] + resolved = ( + pytest_info["summary"]["passed"] + + pytest_info["summary"]["skipped"] + == pytest_info["summary"]["total"] + ) else: - resolved = pytest_info["summary"]["passed"] == pytest_info["summary"]["total"] + resolved = ( + pytest_info["summary"]["passed"] + == pytest_info["summary"]["total"] + ) if write_submission: submission_repo_page += pytest_summary_table_header.format( pytest_group=pytest_group @@ -295,9 +322,21 @@ def render_mds(overwrite_previous, subfolder="docs"): f"### {shortened_testname}\n\n
{shortened_testname}"
                                     f"
\n{failure['failure_string']}\n
\n
\n" ) - cum_tests_passed += pytest_info["summary"]["passed"] + # cum_tests_passed += pytest_info["summary"]["passed"] + num_tests = len(get_tests(repo_name, verbose=0)) + evaluate_numbers.append( + pytest_info["summary"]["passed"] / num_tests + ) total_duration += pytest_info["duration"] repos_resolved += int(resolved) + if split == "all" and repo_name in SPLIT["lite"]: + lite_evaluate_numbers.append( + pytest_info["summary"]["passed"] / num_tests + ) + # lite_cum_tests_passed += pytest_info["summary"]["passed"] + lite_total_duration += pytest_info["duration"] + lite_repos_resolved += int(resolved) + if write_submission: pytest_details = f"{pytest_info['summary']['passed']} / {pytest_info['summary']['total']}" duration = f"{pytest_info['duration']:.2f}" @@ -322,22 +361,46 @@ def render_mds(overwrite_previous, subfolder="docs"): wf.write(back_button + "\n" + submission_page) analysis_link = f"[Analysis](/{f'analysis_{org_name}_{branch_name}'})" github_link = f"[Github]({project_page_link})" - leaderboard[split] += ( - f"\n|{display_name}|" - f"{repos_resolved}|" - f"{cum_tests_passed}|" - f"{total_duration:.2f}|" - f"{submission_date}|" - f"{analysis_link}|" - f"{github_link}|" + avg_pass_rate = sum(evaluate_numbers) / len(evaluate_numbers) + leaderboard[split].append( + ( + avg_pass_rate * 100, + f"\n|{display_name}|" + f"{repos_resolved}|" + f"{avg_pass_rate*100:.2f}%|" + f"{total_duration:.2f}|" + f"{submission_date}|" + f"{analysis_link}|" + f"{github_link}|", + ) ) + if (split == "all") and ("Reference (Gold)" not in display_name): + avg_lite_pass_rate = sum(lite_evaluate_numbers) / len( + lite_evaluate_numbers + ) + leaderboard["lite"].append( + ( + avg_lite_pass_rate * 100, + f"\n|{display_name} (subset of `all`)|" + f"{lite_repos_resolved}|" + f"{avg_lite_pass_rate*100:.2f}%|" + f"{lite_total_duration:.2f}|" + f"{submission_date}|" + f"{analysis_link}|" + f"{github_link}|", + ) + ) leaderboard_filepath = os.path.join(subfolder, "analysis.md") + for split in ["lite", "all"]: + leaderboard[split] = sorted(leaderboard[split], key=lambda elt: -elt[0]) with open(leaderboard_filepath, "w") as wf: - wf.write(leaderboard["lite"] + "\n\n" + leaderboard["all"]) + lite_leaderboard_string = "".join(string for (_, string) in leaderboard["lite"]) + all_leaderboard_string = "".join(string for (_, string) in leaderboard["all"]) + wf.write(lite_leaderboard_string + "\n\n" + all_leaderboard_string) -def get_args(): +def get_args() -> argparse.Namespace: parser = argparse.ArgumentParser() parser.add_argument( "--do_setup", action="store_true", help="Run commit0 setup with specified split" @@ -366,14 +429,14 @@ def get_args(): parser.add_argument( "--overwrite_previous_eval", action="store_true", - help="Overwrite cached pytest info" + help="Overwrite cached pytest info", # TODO add finer granularity so can specify which ones to overwrite ) return parser.parse_args() -def main(args): +def main(args: argparse.Namespace) -> NoReturn: global analysis_files_path commit0_dataset_name = "wentingzhao/commit0_combined" @@ -385,7 +448,7 @@ def main(args): if args.do_setup: os.system( f"commit0 setup {args.split} --base-dir {analysis_files_path}/repos " - f"--commit0-dot-file-path {analysis_files_path}/repos/.commit0.yaml" + f"--commit0-config-file {analysis_files_path}/repos/.commit0.yaml" ) branch_name = "blank" if args.overwrite_previous_eval: @@ -420,7 +483,7 @@ def main(args): if args.get_reference_details: branch_name = "reference" org_name = f"commit0_{args.split}" - commit0_dot_file_path = os.path.join( + commit0_config_file = os.path.join( analysis_files_path, "repos", org_name, branch_name, ".commit0.yaml" ) submission_repos_path = os.path.join( @@ -429,7 +492,7 @@ def main(args): if args.do_setup: os.system( f"commit0 setup {args.split} --base-dir {submission_repos_path} " - f"--commit0-dot-file-path {commit0_dot_file_path}" + f"--commit0-config-file {commit0_config_file}" ) submission_metrics_output_file = os.path.join( analysis_files_path, org_name, f"{branch_name}.json" @@ -456,7 +519,7 @@ def main(args): if args.overwrite_previous_eval or need_re_eval: os.system( "commit0 evaluate --reference " - f"--commit0-dot-file-path {commit0_dot_file_path}" + f"--commit0-config-file {commit0_config_file}" ) # get coverage and pytest info for each repo for example in dataset: @@ -493,8 +556,9 @@ def main(args): ) if os.path.exists(submission_repos_path): shutil.rmtree(submission_repos_path) + print(f"Removed existing at {submission_repos_path}") os.makedirs(os.path.join(analysis_files_path, org_name), exist_ok=True) - commit0_dot_file_path = os.path.join( + commit0_config_file = os.path.join( analysis_files_path, "submission_repos", org_name, @@ -519,8 +583,8 @@ def main(args): if os.path.exists(clone_dir): shutil.rmtree(clone_dir) # after successfully setup, write the commit0 dot file - write_commit0_dot_file( - commit0_dot_file_path, + write_commit0_config_file( + commit0_config_file, { "dataset_name": commit0_dataset_name, "dataset_split": "test", @@ -530,8 +594,8 @@ def main(args): ) # run pytests os.system( - f"commit0 evaluate --branch {branch_name} " - f"--commit0-dot-file-path {commit0_dot_file_path}" + f"commit0 evaluate --branch {branch_name} --timeout 1800" + f"--commit0-config-file {commit0_config_file}" ) for example in dataset: repo_name = example["repo"].split("/")[-1] diff --git a/docs/update_submissions_dataset.py b/docs/update_submissions_dataset.py index 134847e4..b39c6d30 100644 --- a/docs/update_submissions_dataset.py +++ b/docs/update_submissions_dataset.py @@ -1,12 +1,36 @@ from datasets import Dataset submissions = { - "org_name": ["test-save-commit0", "commit0-lite-with-test", "commit0-lite-plain", "commit0-all-plain"], - "branch": ["baseline", "fillin", "fillin", "fillin"], - "display_name": ["Claude Sonnet 3.5 - Base", "Claude Sonnet 3.5 - Fill-in + Unit Test Feedback", "Claude Sonnet 3.5 - Fill-in", "Claude Sonnet 3.5 - Fill-in"], - "submission_date": ["09/25/2024", "09/25/2024", "09/25/2024", "09/25/2024"], - "split": ["lite", "lite", "lite", "all"], - "project_page": ["https://github.com/test-save-commit0", "https://github.com/commit0-lite-with-test", "https://github.com/commit0-lite-plain", "https://github.com/commit0-all-plain"] + "org_name": [ + "test-save-commit0", + "commit0-fillin", + "commit0-lite-test", + "openhands-commit0", + "sweagent-commit0", + ], + "branch": ["baseline", "sonnet", "sonnet", "openhands", "sweagent"], + "display_name": [ + "Claude Sonnet 3.5 - Base", + "Claude Sonnet 3.5 - Fill-in", + "Claude Sonnet 3.5 - Fill-in + Lint & Unit Test Feedback", + "OpenHands", + "SWE-Agent", + ], + "submission_date": [ + "09/25/2024", + "09/25/2024", + "09/25/2024", + "11/25/2024", + "11/26/2024", + ], + "split": ["lite", "all", "lite", "all", "lite"], + "project_page": [ + "https://github.com/test-save-commit0", + "https://github.com/commit0-fillin", + "https://github.com/commit0-lite-test", + "https://github.com/openhands-commit0", + "https://github.com/sweagent-commit0", + ], } -Dataset.from_dict(submissions).push_to_hub("celinelee/commit0_submissions") \ No newline at end of file +Dataset.from_dict(submissions).push_to_hub("celinelee/commit0_submissions") diff --git a/mkdocs.yml b/mkdocs.yml index 2a7d83be..46c758a3 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -22,4 +22,5 @@ markdown_extensions: extra_javascript: - https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js - - javascripts/tablesort.js \ No newline at end of file + - javascripts/tablesort.js + - javascripts/tablesort.number.js \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 8befc620..7eabe004 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,24 +4,24 @@ build-backend = "hatchling.build" [project] name = "commit0" -version = "0.1.4" +version = "0.1.8" description = "A development and evaluation framework for using language models to generate libraries." readme = "README.md" -requires-python = ">=3.11" +requires-python = ">=3.10" dependencies = [ "ruff>=0.6.4", "pre-commit>=3.8.0", - "PyMuPDF>=1.24.5", - "modal==0.64.95", "typer>=0.12.0", - "tenacity>=8.5.0", "docker>=7.1.0", "fastcore>=1.7.8", "ghapi>=1.0.6", "gitpython>=3.1.43", "pytest>=8.3.3", "datasets==3.0.1", - "aider-chat", + "modal>=0.66.26", + "strenum>=0.4.15", + "e2b-code-interpreter>=1.0.4", + "python-dotenv>=1.0.1", ] classifiers = [ "License :: OSI Approved :: MIT License", @@ -35,7 +35,11 @@ agent = "agent.__main__:main" packages = ["commit0", "agent"] [project.optional-dependencies] -agent = [] +agent = [ + "import-deps>=0.3.0", + "PyMuPDF>=1.24.5", + "aider-chat", +] [project.urls] Homepage = "https://commit-0.github.io/" @@ -44,7 +48,7 @@ Issues = "https://github.com/commit-0/commit0/issues" [tool.pyright] include = ["**/commit0", "**/agent"] -ignore = ["**/docs", "**/logs", "**/repos"] +ignore = ["**/docs", "**/logs"] venvPath = "." venv = 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