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Mini Shell
import json
from collections import Counter
from typing import Callable, List
from typing import Counter as CounterType
from pytest import mark
from cerberus import Validator
from cerberus.benchmarks.schemas.overalll_schema_2 import product_schema
from cerberus.benchmarks import DOCUMENTS_PATH
def init_validator():
return Validator(product_schema, purge_unknown=True)
def load_documents():
with (DOCUMENTS_PATH / "overall_documents_2.json").open() as f:
documents = json.load(f)
return documents
def validate_documents(init_validator: Callable, documents: List[dict]) -> None:
doc_count = failed_count = 0
error_paths: CounterType[tuple] = Counter()
validator = init_validator()
def count_errors(errors):
if errors is None:
return
for error in errors:
if error.is_group_error:
count_errors(error.child_errors)
else:
error_paths[error.schema_path] += 1
for document in documents:
if validator.validated(document) is None:
failed_count += 1
count_errors(validator._errors)
doc_count += 1
print(
f"{failed_count} out of {doc_count} documents failed with "
f"{len(error_paths)} different error leafs."
)
print("Top 3 errors, excluding container errors:")
for path, count in error_paths.most_common(3):
print(f"{count}: {path}")
@mark.benchmark(group="overall-2")
def test_overall_performance_2(benchmark):
benchmark.pedantic(validate_documents, (init_validator, load_documents()), rounds=5)
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