import random import subprocess import datasets """ git init git remote add origin https://github.com/huggingface/evaluate.git git fetch --depth 2 origin 9b056cdd5eb95459ae80142014865263e7dd75b8 # Get file after change git checkout FETCH_HEAD -- README.md # Get file before change git checkout FETCH_HEAD^ -- README.md """ #Shell utils def run_in_shell(cmd: str, cwd=None, timeout=120): # Default 2min timeout (mostly for git fetch --depth 2 origin when the repo is private & GH asks for a username) completed = subprocess.run([cmd], capture_output=True, shell=True, cwd=cwd, timeout=timeout) return completed def get_file_contents(commit, old_file, new_file, repo, cwd=None): completed = run_in_shell("git init", cwd=cwd) completed = run_in_shell("git remote add origin " + repo, cwd=cwd) completed = run_in_shell("git fetch --depth 2 origin " + commit, cwd=cwd) # If it times out as repo requires a username if completed.returncode != 0: return (new_contents, "") old_contents = run_in_shell("cat " + old_file, cwd=cwd).stdout.decode() completed = run_in_shell("git checkout FETCH_HEAD -- " + new_file, cwd=cwd) new_contents = run_in_shell("cat " + new_file, cwd=cwd).stdout.decode() completed = run_in_shell("git checkout FETCH_HEAD^ -- " + old_file, cwd=cwd) # If there's only a new file, but no old file if completed.returncode != 0: return (new_contents, "") old_contents = run_in_shell("cat " + old_file, cwd=cwd).stdout.decode() return (new_contents, old_contents) def get_diff(ex): commit_id = ex["commit"] repos = list(set(ex["repos"].split(","))) old_file = ex["old_file"] new_file = ex["new_file"] for repo in repos: repo = "https://www.github.com/" + repo + ".git" # create a random directory to store the repo random_dir = random.randint(0, 1000000) run_in_shell("mkdir " + str(random_dir)) try: new_contents, old_contents = get_file_contents(commit_id, old_file, new_file, repo, cwd=str(random_dir)) except Exception as e: print("ERROR", commit_id, old_file, new_file, repo, str(random_dir), e) run_in_shell("rm -rf " + str(random_dir)) continue ex["new_contents"] = new_contents ex["old_contents"] = old_contents run_in_shell("rm -rf " + str(random_dir)) return ex # If no repo worked ex["new_contents"] = "" ex["old_contents"] = "" return ex if __name__ == "__main__": ds = datasets.load_dataset("bigcode/github-commits", use_auth_token=True).shuffle() diff_ds = ds["train"].map(get_diff, num_proc=128) # diff_ds.push_to_hub("bigcode/commits", use_auth_token=True) # Not working diff_ds.to_json("diffs.jsonl")