import logging import os from typing import Optional from jsonlines import Reader from pydantic import BaseModel, ConfigDict, Field, ValidationError, conint, constr commit_exceptions = { "scores_from_old_system", # <100 points: from before max points were enforced "440", "543", "616", "636", # >100 points: from before max points were enforced (reduced to 100 points) "583", } # Define a Pydantic model to represent each JSON object class JsonObject(BaseModel): model_config = ConfigDict(extra="forbid") GitHub: constr(min_length=1) new_dataset: Optional[conint(ge=2)] = Field(alias="New dataset", default=None) new_task: Optional[conint(ge=2)] = Field(alias="New task", default=None) dataset_annotations: Optional[conint(ge=1)] = Field( alias="Dataset annotations", default=None ) bug_fixes: Optional[conint(ge=1)] = Field(alias="Bug fixes", default=None) running_models: Optional[conint(ge=1)] = Field(alias="Running Models", default=None) review_pr: Optional[conint(ge=2)] = Field(alias="Review PR", default=None) paper_writing: Optional[int] = Field(alias="Paper writing", default=None) Ideation: Optional[int] = None Coordination: Optional[int] = None def check_max_points(obj: JsonObject, commit_n: str): if obj.new_dataset is not None: if obj.new_dataset > 50 and commit_n not in commit_exceptions: raise ValueError(f"Commit {commit_n} exceeds max points for new_dataset") # Function to validate JSONL files in a folder def validate_jsonl_files(folder_path): for filename in os.listdir(folder_path): if filename.endswith(".jsonl"): file_path = os.path.join(folder_path, filename) commit_n = os.path.splitext(filename)[0] with open(file_path, "r", encoding="utf-8") as file: try: # Read JSONL file reader = Reader(file) except Exception: raise Exception("Error reading file:", file_path) for line in reader: try: # Validate JSON object against schema x = JsonObject(**line) logging.debug(x) check_max_points(x, commit_n) except ValidationError as e: raise Exception( "Validation Error in file:", file_path, line ) from e # Main function def main(): folder_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "points") validate_jsonl_files(folder_path) if __name__ == "__main__": main()