peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/evaluate
/saving.py
| import json | |
| import os | |
| import subprocess | |
| import sys | |
| from datetime import datetime | |
| from pathlib import Path | |
| from datasets.utils.filelock import FileLock | |
| from . import __version__ | |
| def save(path_or_file, **data): | |
| """ | |
| Saves results to a JSON file. Also saves system information such as current time, current commit | |
| hash if inside a repository, and Python system information. | |
| Args: | |
| path_or_file (`str`): | |
| Path or file to store the file. If only a folder is provided | |
| the results file will be saved in the format `"result-%Y_%m_%d-%H_%M_%S.json"`. | |
| Example: | |
| ```py | |
| >>> import evaluate | |
| >>> result = {"bleu": 0.7} | |
| >>> params = {"model": "gpt-2"} | |
| >>> evaluate.save("./results/", **result, **params) | |
| ``` | |
| """ | |
| current_time = datetime.now() | |
| file_path = _setup_path(path_or_file, current_time) | |
| data["_timestamp"] = current_time.isoformat() | |
| data["_git_commit_hash"] = _git_commit_hash() | |
| data["_evaluate_version"] = __version__ | |
| data["_python_version"] = sys.version | |
| data["_interpreter_path"] = sys.executable | |
| with FileLock(str(file_path) + ".lock"): | |
| with open(file_path, "w") as f: | |
| json.dump(data, f) | |
| # cleanup lock file | |
| try: | |
| os.remove(str(file_path) + ".lock") | |
| except FileNotFoundError: | |
| pass | |
| return file_path | |
| def _setup_path(path_or_file, current_time): | |
| path_or_file = Path(path_or_file) | |
| is_file = len(path_or_file.suffix) > 0 | |
| if is_file: | |
| folder = path_or_file.parent | |
| file_name = path_or_file.name | |
| else: | |
| folder = path_or_file | |
| file_name = "result-" + current_time.strftime("%Y_%m_%d-%H_%M_%S") + ".json" | |
| folder.mkdir(parents=True, exist_ok=True) | |
| return folder / file_name | |
| def _git_commit_hash(): | |
| res = subprocess.run("git rev-parse --is-inside-work-tree".split(), cwd="./", stdout=subprocess.PIPE) | |
| if res.stdout.decode().strip() == "true": | |
| res = subprocess.run("git rev-parse HEAD".split(), cwd=os.getcwd(), stdout=subprocess.PIPE) | |
| return res.stdout.decode().strip() | |
| else: | |
| return None | |