File size: 2,711 Bytes
83d24b2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 | 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()
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