399 lines
13 KiB
Python
399 lines
13 KiB
Python
import json
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import re
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import sys
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from typing import Any, Callable, Dict, List, Optional, Tuple
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import fastjsonschema
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import yaml
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MODELS_YML_PATH = "../../docs/models.yml"
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CHECKED_FILES = [
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"../../docker/initial-data.json",
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"../../docs/example-data.json",
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]
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SCHEMA = fastjsonschema.compile(
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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"title": "Schema for initial and example data.",
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"type": "object",
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"patternProperties": {
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"^[a-z_]+$": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {"id": {"type": "number"}},
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"required": ["id"],
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},
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}
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},
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"additionalProperties": False,
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}
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)
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class CheckException(Exception):
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pass
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def check_string(value: Any) -> bool:
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return value is None or isinstance(value, str)
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color_regex = re.compile("^#[0-9a-f]{6}$")
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def check_color(value: Any) -> bool:
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return value is None or (isinstance(value, str) and color_regex.match(value))
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def check_number(value: Any) -> bool:
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return value is None or isinstance(value, int)
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def check_float(value: Any) -> bool:
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return value is None or isinstance(value, int) or isinstance(value, float)
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def check_boolean(value: Any) -> bool:
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return value is None or value is False or value is True
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def check_string_list(value: Any) -> bool:
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return check_x_list(value, check_string)
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def check_number_list(value: Any) -> bool:
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return check_x_list(value, check_number)
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def check_x_list(value: Any, fn: Callable) -> bool:
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if value is None:
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return True
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if not isinstance(value, list):
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return False
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return all([fn(sv) for sv in value])
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def check_decimal(value: Any) -> bool:
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if value is None:
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return True
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if isinstance(value, str):
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pattern = r"^-?(\d|[1-9]\d+)\.\d{6}$"
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if re.match(pattern, value):
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return True
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return False
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class Checker:
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def __init__(self, data: Dict[str, List[Any]]) -> None:
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self.data = data
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with open(MODELS_YML_PATH, "rb") as x:
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models_yml = x.read()
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models_yml = models_yml.replace(" yes:".encode(), ' "yes":'.encode())
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models_yml = models_yml.replace(" no:".encode(), ' "no":'.encode())
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self.models = yaml.safe_load(models_yml)
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self.errors: List[str] = []
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def run_check(self) -> None:
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self.check_json()
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self.check_collections()
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for collection, models in self.data.items():
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for model in models:
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self.check_model(collection, model)
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if self.errors:
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errors = [f"\t{error}" for error in self.errors]
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raise CheckException("\n".join(errors))
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def check_json(self) -> None:
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try:
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SCHEMA(self.data)
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except fastjsonschema.exceptions.JsonSchemaException as e:
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raise CheckException(f"JSON does not match schema: {str(e)}")
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def check_collections(self) -> None:
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c1 = set(self.data.keys())
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c2 = set(self.models.keys())
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if c1 != c2:
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err = "Collections in JSON file do not match with models.yml."
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if c2 - c1:
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err += f" Missing collections: {', '.join(c2-c1)}."
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if c1 - c2:
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err += f" Invalid collections: {', '.join(c1-c2)}."
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raise CheckException(err)
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def check_model(self, collection: str, model: Dict[str, Any]) -> None:
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model_fields = set(x for x in model.keys() if "$" not in x)
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collection_fields = set(
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x for x in self.models[collection].keys() if "$" not in x
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)
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errors = False
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if collection_fields - model_fields:
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error = f"{collection}/{model['id']}: Missing fields {', '.join(collection_fields - model_fields)}"
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self.errors.append(error)
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errors = True
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if model_fields - collection_fields:
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error = f"{collection}/{model['id']}: Invalid fields {', '.join(model_fields - collection_fields)}"
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self.errors.append(error)
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errors = True
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if not errors:
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self.check_types(model, collection)
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self.check_relations(model, collection)
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def check_types(self, model: Dict[str, Any], collection: str) -> None:
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for field in model.keys():
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if "$" in field:
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continue
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checker = None
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field_type = self.get_type_from_collection(field, collection)
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if field_type in (
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"string",
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"HTMLStrict",
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"HTMLPermissive",
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"generic-relation",
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):
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checker = check_string
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elif field_type in ("number", "timestamp", "relation"):
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checker = check_number
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elif field_type == "float":
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checker = check_float
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elif field_type == "boolean":
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checker = check_boolean
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elif field_type in ("string[]", "generic-relation-list"):
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checker = check_string_list
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elif field_type in ("number[]", "relation-list"):
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checker = check_number_list
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elif field_type == "decimal(6)":
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checker = check_decimal
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elif field_type == "color":
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checker = check_color
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elif field_type in (
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"JSON",
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"template",
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):
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pass
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else:
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raise NotImplementedError(f"TODO field type {field_type}")
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if checker is not None and not checker(model[field]):
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error = f"{collection}/{model['id']}/{field}: Type error: Type is not {field_type}"
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self.errors.append(error)
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def get_type_from_collection(self, field: str, collection: str) -> str:
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field_value = self.models[collection][field]
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if isinstance(field_value, dict):
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return field_value["type"]
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return field_value
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def check_relations(self, model: Dict[str, Any], collection: str) -> None:
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for field in model.keys():
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try:
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self.check_relation(model, collection, field)
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except CheckException as e:
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self.errors.append(
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f"{collection}/{model['id']}/{field} error: " + str(e)
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)
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def check_relation(
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self, model: Dict[str, Any], collection: str, field: str
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) -> None:
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if "$" in field:
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return
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field_type = self.get_type_from_collection(field, collection)
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basemsg = self.get_basemsg(collection, model["id"], field)
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if field_type == "relation":
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foreign_id = model[field]
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if foreign_id is None:
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return
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foreign_collection, foreign_field = self.get_to(field, collection)
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if "$" in foreign_field:
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return
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self.check_reverse_relation(
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collection,
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model["id"],
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foreign_collection,
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foreign_id,
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foreign_field,
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basemsg,
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)
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elif field_type == "relation-list":
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foreign_ids = model[field]
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if foreign_ids is None:
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return
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foreign_collection, foreign_field = self.get_to(field, collection)
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if "$" in foreign_field:
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return
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for foreign_id in foreign_ids:
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self.check_reverse_relation(
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collection,
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model["id"],
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foreign_collection,
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foreign_id,
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foreign_field,
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basemsg,
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)
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elif field_type == "generic-relation" and model[field] is not None:
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foreign_collection, foreign_id = self.split_fqid(model[field])
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foreign_field = self.get_to_generic_case(
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collection, field, foreign_collection
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)
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if "$" in foreign_field:
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return
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self.check_reverse_relation(
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collection,
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model["id"],
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foreign_collection,
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foreign_id,
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foreign_field,
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basemsg,
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)
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elif field_type == "generic-relation-list" and model[field] is not None:
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for fqid in model[field]:
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foreign_collection, foreign_id = self.split_fqid(fqid)
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foreign_field = self.get_to_generic_case(
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collection, field, foreign_collection
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)
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if "$" in foreign_field:
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continue
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self.check_reverse_relation(
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collection,
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model["id"],
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foreign_collection,
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foreign_id,
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foreign_field,
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basemsg,
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)
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def get_to(self, field: str, collection: str) -> Tuple[str, str]:
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to = self.models[collection][field]["to"]
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return to.split("/")
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def get_value(self, collection: str, id: int, field: str) -> Any:
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model = self.find_model(collection, id)
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if model is None:
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return None
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return model.get(field)
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def find_model(self, collection: str, id: int) -> Optional[Dict[str, Any]]:
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c = self.data.get(collection, [])
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for model in c:
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if model["id"] == id:
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return model
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return None
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def get_basemsg(self, collection: str, id: int, field: str) -> str:
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return f"{collection}/{id}/{field}: RelationError: "
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def check_reverse_relation(
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self,
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collection: str,
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id: int,
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foreign_collection: str,
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foreign_id: int,
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foreign_field: str,
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basemsg: str,
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) -> None:
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foreign_value = self.get_value(foreign_collection, foreign_id, foreign_field)
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foreign_field_type = self.get_type_from_collection(
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foreign_field, foreign_collection
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)
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fqid = f"{collection}/{id}"
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error = False
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if foreign_field_type == "relation":
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error = foreign_value != id
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elif foreign_field_type == "relation-list":
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error = not foreign_value or id not in foreign_value
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elif foreign_field_type == "generic-relation":
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error = foreign_value != fqid
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elif foreign_field_type == "generic-relation-list":
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error = not foreign_value or fqid not in foreign_value
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else:
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raise NotImplementedError()
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if error:
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self.errors.append(
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f"{basemsg} points to {foreign_collection}/{foreign_id}/{foreign_field},"
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" but the reverse relation for is corrupt"
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)
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def split_fqid(self, fqid: str) -> Tuple[str, int]:
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try:
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collection, _id = fqid.split("/")
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id = int(_id)
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if collection not in self.models.keys():
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raise CheckException(f"Fqid {fqid} has an invalid collection")
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return collection, id
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except ValueError:
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raise CheckException(f"Fqid {fqid} is malformed")
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def split_collectionfield(self, collectionfield: str) -> Tuple[str, str]:
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collection, field = collectionfield.split("/")
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if collection not in self.models.keys():
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raise CheckException(
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f"Collectionfield {collectionfield} has an invalid collection"
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)
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if (
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field not in self.models[collection]
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): # Note: this has to be adopted when supporting template fields
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raise CheckException(
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f"Collectionfield {collectionfield} has an invalid field"
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)
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return collection, field
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def get_to_generic_case(
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self, collection: str, field: str, foreign_collection: str
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) -> str:
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""" Returns all reverse relations as collectionfields """
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to = self.models[collection][field]["to"]
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if isinstance(to, dict):
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if foreign_collection not in to["collections"]:
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raise CheckException(
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f"The collection {foreign_collection} is not supported "
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"as a reverse relation in {collection}/{field}"
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)
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return to["field"]
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for cf in to:
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c, f = self.split_collectionfield(cf)
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if c == foreign_collection:
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return f
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raise CheckException(
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f"The collection {foreign_collection} is not supported as a reverse relation in {collection}/{field}"
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)
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def main() -> int:
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failed = False
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for f in CHECKED_FILES:
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with open(f) as data:
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try:
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Checker(json.load(data)).run_check()
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except CheckException as e:
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print(f"Check for {f} failed:\n", e)
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failed = True
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else:
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print(f"Check for {f} successful.")
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return 1 if failed else 0
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if __name__ == "__main__":
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sys.exit(main())
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