diff --git a/agent/run_agent.py b/agent/run_agent.py index a1324cd..8978e17 100644 --- a/agent/run_agent.py +++ b/agent/run_agent.py @@ -134,7 +134,7 @@ def run_agent_for_repo( local_repo, "HEAD", example["base_commit"] ) # Call the commit0 get-tests command to retrieve test files - test_files_str = get_tests(repo_name, verbose=0) + 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 diff --git a/agent/run_agent_no_rich.py b/agent/run_agent_no_rich.py index 5822063..7f953e0 100644 --- a/agent/run_agent_no_rich.py +++ b/agent/run_agent_no_rich.py @@ -96,7 +96,7 @@ def run_agent_for_repo( local_repo, "HEAD", example["base_commit"] ) # Call the commit0 get-tests command to retrieve test files - test_files_str = get_tests(repo_name, verbose=0) + 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 diff --git a/commit0/cli.py b/commit0/cli.py index badb4a0..310f6d2 100644 --- a/commit0/cli.py +++ b/commit0/cli.py @@ -118,7 +118,8 @@ def setup( ) -> 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()) @@ -168,7 +169,8 @@ def build( check_commit0_path() commit0_config = read_commit0_config_file(commit0_config_file) - check_valid(commit0_config["repo_split"], SPLIT) + 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) @@ -247,19 +248,23 @@ 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_config_file(commit0_config_file) + 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: + if "humaneval" not in commit0_config["dataset_name"].split("/")[-1].lower(): + 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: + branch = test_ids if stdin: # Read test names from stdin @@ -316,7 +321,8 @@ def evaluate( branch = "reference" commit0_config = read_commit0_config_file(commit0_config_file) - check_valid(commit0_config["repo_split"], SPLIT) + 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}") @@ -391,7 +397,8 @@ def save( """Save Commit0 split you choose in Setup Stage to GitHub.""" check_commit0_path() commit0_config = read_commit0_config_file(commit0_config_file) - check_valid(commit0_config["repo_split"], SPLIT) + if "commit0" in commit0_config["dataset_name"].split("/")[-1].lower(): + check_valid(commit0_config["repo_split"], SPLIT) typer.echo(f"Saving repository split: {commit0_config['repo_split']}") typer.echo(f"Owner: {owner}") diff --git 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files /dev/null and b/commit0/data/test_ids/sympy__sympy-24661#pass_to_pass.bz2 differ diff --git a/commit0/harness/build.py b/commit0/harness/build.py index 594207f..b38fe33 100644 --- a/commit0/harness/build.py +++ b/commit0/harness/build.py @@ -2,9 +2,9 @@ import docker from datasets import load_dataset -from typing import Iterator +from typing import Iterator, Union -from commit0.harness.constants import RepoInstance, SPLIT +from commit0.harness.constants import RepoInstance, SimpleInstance, SPLIT from commit0.harness.docker_build import build_repo_images from commit0.harness.spec import make_spec @@ -17,21 +17,33 @@ def main( dataset_name: str, dataset_split: str, - repo_split: str, + split: str, num_workers: int, verbose: int, ) -> 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 = [] + if "swe" in dataset_name.lower(): + dataset_type = "swebench" + elif "humaneval" in dataset_name.lower(): + 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.lower() 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) specs.append(spec) client = docker.from_env() - build_repo_images(client, specs, num_workers, verbose) + build_repo_images(client, specs, dataset_type, num_workers, verbose) __all__ = [] diff --git a/commit0/harness/constants.py b/commit0/harness/constants.py index e0187d6..8484a13 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 +from pydantic import BaseModel -class RepoInstance(TypedDict): +class RepoInstance(BaseModel): + instance_id: str repo: str base_commit: str reference_commit: str @@ -11,11 +13,34 @@ class RepoInstance(TypedDict): test: Dict[str, str] src_dir: str + def __getitem__(self, item: str): + return getattr(self, item) -class Files(TypedDict): + +class SimpleInstance(BaseModel): + instance_id: str + prompt: str + canonical_solution: str + test: str + entry_point: str + + def __getitem__(self, item: str): + return getattr(self, item) + + +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" diff --git a/commit0/harness/docker_build.py b/commit0/harness/docker_build.py index 2f7aeea..1c9944a 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) 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) 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 5b6b721..9026cae 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 a90052b..b6b0893 100644 --- a/commit0/harness/execution_context.py +++ b/commit0/harness/execution_context.py @@ -102,7 +102,7 @@ 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, diff --git a/commit0/harness/get_pytest_ids.py b/commit0/harness/get_pytest_ids.py index 64891a7..9e5ed9b 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 37f011e..b2b4c81 100644 --- a/commit0/harness/run_pytest_ids.py +++ b/commit0/harness/run_pytest_ids.py @@ -1,16 +1,18 @@ import git import os +import re import sys import traceback 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 ( @@ -46,20 +48,34 @@ 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 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.lower(): + repo_name = example["instance_id"] + dataset_type = "swebench" + elif "humaneval" in dataset_name.lower(): + 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) 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 @@ -68,57 +84,100 @@ 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 isinstance(example, RepoInstance): 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 - # 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) + # 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.lower(): + 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) + + else: # if example is of type SimpleInstance + if branch == "reference": + patch = ( + example["prompt"] + + "\n\n" + + example["canonical_solution"] + + "\n\n" + + example["test"] + ) + else: + solution = open(test_ids).read() + pattern = r"```python\n(.*?)```" + matches = re.finditer(pattern, solution, re.DOTALL) + matches = [match.group(1).strip() for match in matches] + if len(matches) > 0: + solution = "\n\n".join(matches) + else: + solution = example["prompt"] + "\n\n" + solution + patch = solution + "\n\n" + example["test"] + patch = patch + "\n\n" + f"check({example['entry_point']})" + 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) @@ -160,6 +219,7 @@ def main( output, timed_out, total_runtime = context.exec_run_with_timeout( "/bin/bash /eval.sh" ) + logger.info(output) if timed_out: raise EvaluationError( repo_name, diff --git a/commit0/harness/save.py b/commit0/harness/save.py index 1a10c4f..35ad384 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 d26b4d3..816cd91 100644 --- a/commit0/harness/setup.py +++ b/commit0/harness/setup.py @@ -23,13 +23,21 @@ def main( base_dir: str, ) -> None: dataset: Iterator[RepoInstance] = load_dataset(dataset_name, split=dataset_split) # type: ignore + if "humaneval" in dataset_name.lower(): + 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.lower(): + 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 dc620ef..33021e2 100644 --- a/commit0/harness/spec.py +++ b/commit0/harness/spec.py @@ -1,9 +1,11 @@ import hashlib +from abc import ABC, abstractmethod from dataclasses import dataclass from typing import Union, cast, Optional from commit0.harness.constants import ( RepoInstance, + SimpleInstance, ) from commit0.harness.dockerfiles import ( get_dockerfile_base, @@ -12,17 +14,17 @@ @dataclass -class Spec: +class Spec(ABC): """A dataclass that represents a test specification for a single instance of SWE-bench.""" 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 +32,7 @@ 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 +54,7 @@ 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 +63,15 @@ 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 +91,258 @@ 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 = [ + f"git clone -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}", + 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.""" + 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", + "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", + "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", + "uv run 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 + + setup_commands = [ + f"git clone -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}", + # 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, +) -> 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), + cast(list["RepoInstance"], dataset), + ) + ) -def make_spec(instance: RepoInstance) -> Spec: +def make_spec(instance: Union[RepoInstance, SimpleInstance], dataset_type: str) -> Spec: 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, + ) + elif dataset_type == "swebench": + return SWEBenchSpec( + repo=instance["instance_id"], + repo_directory=repo_directory, + instance=instance, + ) + 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, + ) + else: + raise NotImplementedError( + f"{dataset_type} is not supported.\nWe only support commit0 and swebench instances for now." + ) __all__ = []