Created
July 25, 2019 16:49
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call with `kernprof -lv profiling_pydantic.py`, doesn't seem to work with cythonized source
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import json | |
from datetime import datetime | |
from pathlib import Path | |
from typing import List | |
from pydantic import BaseModel, PositiveInt, compiled, constr, version, validate_model | |
from pydantic.validators import _VALIDATORS, IfConfig | |
print(f'pydantic {version.VERSION}, compiled: {compiled}') | |
class Model(BaseModel): | |
id: int | |
client_name: constr(max_length=255) | |
sort_index: float | |
# client_email: EmailStr = None | |
client_phone: constr(max_length=255) = None | |
class Location(BaseModel): | |
latitude: float = None | |
longitude: float = None | |
location: Location = None | |
contractor: PositiveInt = None | |
upstream_http_referrer: constr(max_length=1023) = None | |
grecaptcha_response: constr(min_length=20, max_length=1000) | |
last_updated: datetime = None | |
class Skill(BaseModel): | |
subject: str | |
subject_id: int | |
category: str | |
qual_level: str | |
qual_level_id: int | |
qual_level_ranking: float = 0 | |
skills: List[Skill] = [] | |
THIS_DIR = Path(__file__).parent | |
json_path = THIS_DIR / 'benchmarks' / 'cases.json' | |
with json_path.open() as f: | |
cases = json.load(f) | |
for field in Model.__fields__.values(): | |
profile.add_function(field.validate) | |
profile.add_function(field._validate_singleton) | |
profile.add_function(field._apply_validators) | |
for v in field.validators: | |
profile.add_function(v) | |
for val_type, validators in _VALIDATORS: | |
for v in validators: | |
if isinstance(v, IfConfig): | |
profile.add_function(v.validator) | |
else: | |
profile.add_function(v) | |
@profile | |
def run(): | |
for case in cases: | |
validate_model(Model, case, raise_exc=False) | |
# profile.add_function(validate_model) | |
run() |
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