Merge pull request #6124 from FinnStutzenstein/datavalidator
Enhance datavalidator for template fields
This commit is contained in:
Finn Stutzenstein
GitHub
commit
603a558b42
@ -60,7 +60,6 @@
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"vote_delegated_vote_$_ids": [],
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"assignment_candidate_$_ids": [],
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"projection_$_ids": [],
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"current_projector_$_ids": [],
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"vote_delegated_$_to_id": [],
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"vote_delegations_$_from_ids": [],
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@ -1,14 +1,15 @@
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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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from collections import defaultdict
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from typing import Any, Callable, Dict, List, Optional, Set, 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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DEFAULT_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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@ -43,8 +44,9 @@ def check_string(value: Any) -> bool:
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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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return value is None or bool(isinstance(value, str) and color_regex.match(value))
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def check_number(value: Any) -> bool:
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@ -85,8 +87,40 @@ def check_decimal(value: Any) -> bool:
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return False
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def check_json(value: Any, root: bool = True) -> bool:
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if value is None:
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return True
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if not root and (isinstance(value, int) or isinstance(value, str)):
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return True
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if isinstance(value, list):
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return all(check_json(x, root=False) for x in value)
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if isinstance(value, dict):
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return all(check_json(x, root=False) for x in value.values())
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return False
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checker_mapping = {
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"string": check_string,
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"HTMLStrict": check_string,
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"HTMLPermissive": check_string,
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"generic-relation": check_string,
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"number": check_number,
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"timestamp": check_number,
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"relation": check_number,
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"float": check_float,
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"boolean": check_boolean,
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"string[]": check_string_list,
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"generic-relation-list": check_string_list,
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"number[]": check_number_list,
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"relation-list": check_number_list,
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"decimal(6)": check_decimal,
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"color": check_color,
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"JSON": check_json,
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}
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class Checker:
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def __init__(self, data: Dict[str, List[Any]]) -> None:
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def __init__(self, data: Dict[str, List[Any]], is_import: bool = False) -> None:
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self.data = data
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with open(MODELS_YML_PATH, "rb") as x:
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@ -94,9 +128,70 @@ class Checker:
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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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if is_import:
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self.modify_models_for_import()
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self.errors: List[str] = []
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self.template_prefixes: Dict[
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str, Dict[str, Tuple[str, int, int]]
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] = defaultdict(dict)
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self.generate_template_prefixes()
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def modify_models_for_import(self) -> None:
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for collection in ("organization", "organization_tag", "resource", "committee"):
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del self.models[collection]
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def generate_template_prefixes(self) -> None:
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for collection in self.models.keys():
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for field in self.models[collection]:
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if not self.is_template_field(field):
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continue
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parts = field.split("$")
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prefix = parts[0]
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suffix = parts[1]
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if prefix in self.template_prefixes[collection]:
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raise ValueError(
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f"the template prefix {prefix} is not unique within {collection}"
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)
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self.template_prefixes[collection][prefix] = (
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field,
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len(prefix),
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len(suffix),
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)
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def is_template_field(self, field: str) -> bool:
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return "$_" in field or field.endswith("$")
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def is_structured_field(self, field: str) -> bool:
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return "$" in field and not self.is_template_field(field)
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def is_normal_field(self, field: str) -> bool:
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return "$" not in field
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def make_structured(self, field: str, replacement: Any) -> str:
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if type(replacement) not in (str, int):
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raise CheckException(
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f"Invalid type {type(replacement)} for the replacement of field {field}"
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)
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parts = field.split("$")
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return parts[0] + "$" + str(replacement) + parts[1]
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def to_template_field(
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self, collection: str, structured_field: str
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) -> Tuple[str, str]:
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"""Returns template_field, replacement"""
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parts = structured_field.split("$")
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descriptor = self.template_prefixes[collection].get(parts[0])
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if not descriptor:
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raise CheckException(
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f"Unknown template field for prefix {parts[0]} in collection {collection}"
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)
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return (
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descriptor[0],
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structured_field[descriptor[1] + 1 : len(structured_field) - descriptor[2]],
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)
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def run_check(self) -> None:
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self.check_json()
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self.check_collections()
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@ -125,9 +220,25 @@ class Checker:
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raise CheckException(err)
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def check_model(self, collection: str, model: Dict[str, Any]) -> None:
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model_fields = set(x for x in model.keys() if "$" not in x)
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errors = self.check_normal_fields(model, collection)
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if not errors:
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errors = self.check_template_fields(model, collection)
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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_normal_fields(self, model: Dict[str, Any], collection: str) -> bool:
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model_fields = set(
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x
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for x in model.keys()
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if self.is_normal_field(x) or self.is_template_field(x)
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)
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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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x
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for x in self.models[collection].keys()
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if self.is_normal_field(x) or self.is_template_field(x)
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)
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errors = False
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@ -139,55 +250,141 @@ class Checker:
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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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return errors
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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_template_fields(self, model: Dict[str, Any], collection: str) -> bool:
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"""
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Only checks that for each replacement a structured field exists and
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not too many structured fields. Does not check the content.
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Returns True on errors.
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"""
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errors = False
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for template_field in self.models[collection].keys():
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if not self.is_template_field(template_field):
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continue
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field_error = False
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replacements = model[template_field]
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if not isinstance(replacements, list):
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self.errors.append(
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f"{collection}/{model['id']}/{template_field}: Replacements for the template field must be a list"
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)
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field_error = True
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continue
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for replacement in replacements:
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if not isinstance(replacement, str):
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self.errors.append(
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f"{collection}/{model['id']}/{template_field}: Each replacement for the template field must be a string"
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)
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field_error = True
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if field_error:
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error = True
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continue
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replacement_collection = None
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field_description = self.models[collection][template_field]
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if isinstance(field_description, dict):
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replacement_collection = field_description.get("replacement_collection")
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for replacement in replacements:
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structured_field = self.make_structured(template_field, replacement)
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if structured_field not in model:
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self.errors.append(
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f"{collection}/{model['id']}/{template_field}: Missing {structured_field} since it is given as a replacement"
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)
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errors = True
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if replacement_collection:
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try:
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as_id = int(replacement)
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except (TypeError, ValueError):
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self.errors.append(
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f"{collection}/{model['id']}/{template_field}: Replacement {replacement} is not an integer"
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)
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if not self.find_model(replacement_collection, as_id):
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self.errors.append(
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f"{collection}/{model['id']}/{template_field}: Replacement {replacement} does not exist as a model of collection {replacement_collection}"
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)
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for field in model.keys():
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if self.is_structured_field(field):
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try:
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_template_field, _replacement = self.to_template_field(
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collection, field
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)
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if (
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template_field == _template_field
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and _replacement not in model[template_field]
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):
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self.errors.append(
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f"{collection}/{model['id']}/{field}: Invalid structured field. Missing replacement {_replacement} in {template_field}"
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)
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errors = True
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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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errors = True
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return errors
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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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if self.is_template_field(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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enum = self.get_enum_from_collection_field(field, collection)
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checker = checker_mapping.get(field_type)
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if checker is None:
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raise NotImplementedError(
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f"TODO implement check for field type {field_type}"
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)
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if 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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if enum and model[field] not in enum:
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error = f"{collection}/{model['id']}/{field}: Value error: Value {model[field]} is not a valid enum value"
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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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if self.is_structured_field(field):
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field, _ = self.to_template_field(collection, field)
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field_description = self.models[collection][field]
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if isinstance(field_description, dict):
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if field_description["type"] == "template":
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if isinstance(field_description["fields"], dict):
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return field_description["fields"]["type"]
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return field_description["fields"]
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return field_description["type"]
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return field_description
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field_description = self.get_field_description(field, collection)
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if field_description:
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return field_description["type"]
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return self.models[collection][field]
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def get_enum_from_collection_field(
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self, field: str, collection: str
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) -> Optional[Set[str]]:
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if self.is_structured_field(field):
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field, _ = self.to_template_field(collection, field)
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field_description = self.models[collection][field]
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if isinstance(field_description, dict):
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if field_description["type"] == "template":
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if isinstance(field_description["fields"], dict):
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field_description = field_description["fields"]
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else:
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return None
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if "enum" in field_description:
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enum = set(field_description["enum"])
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if not field_description.get("required", False):
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enum.add(None)
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return enum
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return None
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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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@ -201,11 +398,15 @@ class Checker:
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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 "$" in field:
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if self.is_template_field(field):
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return
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field_type = self.get_type_from_collection(field, collection)
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basemsg = self.get_basemsg(collection, model["id"], field)
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basemsg = f"{collection}/{model['id']}/{field}: Relation Error: "
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replacement = None
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if self.is_structured_field(field):
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_, replacement = self.to_template_field(collection, field)
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if field_type == "relation":
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foreign_id = model[field]
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@ -213,16 +414,16 @@ class Checker:
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return
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foreign_collection, foreign_field = self.get_to(field, collection)
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if "$" 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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model,
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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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replacement,
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)
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elif field_type == "relation-list":
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@ -231,17 +432,17 @@ class Checker:
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return
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foreign_collection, foreign_field = self.get_to(field, collection)
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if "$" in foreign_field:
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return
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for foreign_id in foreign_ids:
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self.check_reverse_relation(
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collection,
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model["id"],
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model,
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foreign_collection,
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foreign_id,
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foreign_field,
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basemsg,
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replacement,
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)
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elif field_type == "generic-relation" and model[field] is not None:
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@ -250,16 +451,15 @@ class Checker:
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collection, field, foreign_collection
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)
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if "$" 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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model,
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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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replacement,
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)
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|
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elif field_type == "generic-relation-list" and model[field] is not None:
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@ -269,27 +469,27 @@ class Checker:
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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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|
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self.check_reverse_relation(
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collection,
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model["id"],
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model,
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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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replacement,
|
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)
|
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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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if self.is_structured_field(field):
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field, _ = self.to_template_field(collection, field)
|
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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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field_description = self.models[collection][field]
|
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if field_description["type"] == "template":
|
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to = field_description["fields"]["to"]
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else:
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to = field_description["to"]
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return to.split("/")
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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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@ -298,19 +498,39 @@ class Checker:
|
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return model
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return None
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|
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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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|
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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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model: Dict[str, Any],
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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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replacement: Optional[str],
|
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) -> None:
|
||||
foreign_value = self.get_value(foreign_collection, foreign_id, foreign_field)
|
||||
actual_foreign_field = foreign_field
|
||||
if self.is_template_field(foreign_field):
|
||||
if replacement:
|
||||
actual_foreign_field = self.make_structured(foreign_field, replacement)
|
||||
else:
|
||||
replacement_collection = self.models[foreign_collection][foreign_field][
|
||||
"replacement_collection"
|
||||
]
|
||||
replacement = model.get(f"{replacement_collection}_id")
|
||||
if not replacement:
|
||||
self.errors.append(
|
||||
f"{basemsg} points to {foreign_collection}/{foreign_id}/{foreign_field},"
|
||||
f" but there is no replacement for {replacement_collection}"
|
||||
)
|
||||
actual_foreign_field = self.make_structured(foreign_field, replacement)
|
||||
|
||||
foreign_model = self.find_model(foreign_collection, foreign_id)
|
||||
foreign_value = (
|
||||
foreign_model.get(actual_foreign_field)
|
||||
if foreign_model is not None
|
||||
else None
|
||||
)
|
||||
foreign_field_type = self.get_type_from_collection(
|
||||
foreign_field, foreign_collection
|
||||
)
|
||||
@ -329,7 +549,7 @@ class Checker:
|
||||
|
||||
if error:
|
||||
self.errors.append(
|
||||
f"{basemsg} points to {foreign_collection}/{foreign_id}/{foreign_field},"
|
||||
f"{basemsg} points to {foreign_collection}/{foreign_id}/{actual_foreign_field},"
|
||||
" but the reverse relation for is corrupt"
|
||||
)
|
||||
|
||||
@ -340,7 +560,7 @@ class Checker:
|
||||
if collection not in self.models.keys():
|
||||
raise CheckException(f"Fqid {fqid} has an invalid collection")
|
||||
return collection, id
|
||||
except ValueError:
|
||||
except (ValueError, AttributeError):
|
||||
raise CheckException(f"Fqid {fqid} is malformed")
|
||||
|
||||
def split_collectionfield(self, collectionfield: str) -> Tuple[str, str]:
|
||||
@ -360,7 +580,7 @@ class Checker:
|
||||
def get_to_generic_case(
|
||||
self, collection: str, field: str, foreign_collection: str
|
||||
) -> str:
|
||||
""" Returns all reverse relations as collectionfields """
|
||||
"""Returns all reverse relations as collectionfields"""
|
||||
to = self.models[collection][field]["to"]
|
||||
if isinstance(to, dict):
|
||||
if foreign_collection not in to["collections"]:
|
||||
@ -381,11 +601,19 @@ class Checker:
|
||||
|
||||
|
||||
def main() -> int:
|
||||
files = sys.argv[1:]
|
||||
if not files:
|
||||
files = DEFAULT_FILES
|
||||
|
||||
is_import = "--import" in files
|
||||
if is_import:
|
||||
files = [x for x in files if x != "--import"]
|
||||
|
||||
failed = False
|
||||
for f in CHECKED_FILES:
|
||||
for f in files:
|
||||
with open(f) as data:
|
||||
try:
|
||||
Checker(json.load(data)).run_check()
|
||||
Checker(json.load(data), is_import=is_import).run_check()
|
||||
except CheckException as e:
|
||||
print(f"Check for {f} failed:\n", e)
|
||||
failed = True
|
||||
|
||||
@ -67,13 +67,12 @@
|
||||
"poll_voted_$_ids": ["1"],
|
||||
"poll_voted_$1_ids": [5],
|
||||
"option_$_ids": ["1"],
|
||||
"option_$1_ids": [3, 4],
|
||||
"option_$1_ids": [5, 7],
|
||||
"vote_$_ids": ["1"],
|
||||
"vote_$1_ids": [7],
|
||||
"vote_$1_ids": [9],
|
||||
"projection_$_ids": [],
|
||||
"current_projector_$_ids": [],
|
||||
"vote_delegated_vote_$_ids": ["1"],
|
||||
"vote_delegated_vote_$1_ids": [7],
|
||||
"vote_delegated_vote_$1_ids": [9],
|
||||
"vote_delegated_$_to_id": [],
|
||||
"vote_delegations_$_from_ids": [],
|
||||
|
||||
@ -98,7 +97,7 @@
|
||||
"last_email_send": null,
|
||||
"is_demo_user": false,
|
||||
|
||||
"organization_management_level": "",
|
||||
"organization_management_level": null,
|
||||
|
||||
"is_present_in_meeting_ids": [],
|
||||
"committee_ids": [1],
|
||||
@ -126,10 +125,9 @@
|
||||
"assignment_candidate_$_ids": ["1"],
|
||||
"assignment_candidate_$1_ids": [3, 5],
|
||||
"option_$_ids": ["1"],
|
||||
"option_$1_ids": [6, 8],
|
||||
"option_$1_ids": [9, 12],
|
||||
"vote_$_ids": [],
|
||||
"projection_$_ids": [],
|
||||
"current_projector_$_ids": [],
|
||||
"vote_delegated_vote_$_ids": [],
|
||||
"vote_delegated_$_to_id": [],
|
||||
"vote_delegations_$_from_ids": [],
|
||||
@ -155,7 +153,7 @@
|
||||
"last_email_send": null,
|
||||
"is_demo_user": false,
|
||||
|
||||
"organization_management_level": "",
|
||||
"organization_management_level": null,
|
||||
|
||||
"is_present_in_meeting_ids": [],
|
||||
"committee_ids": [],
|
||||
@ -184,10 +182,9 @@
|
||||
"assignment_candidate_$_ids": ["1"],
|
||||
"assignment_candidate_$1_ids": [2, 4],
|
||||
"option_$_ids": ["1"],
|
||||
"option_$1_ids": [5, 7],
|
||||
"option_$1_ids": [8, 11],
|
||||
"vote_$_ids": [],
|
||||
"projection_$_ids": [],
|
||||
"current_projector_$_ids": [],
|
||||
"vote_delegated_vote_$_ids": [],
|
||||
"vote_delegated_$_to_id": [],
|
||||
"vote_delegations_$_from_ids": [],
|
||||
@ -2421,7 +2418,6 @@
|
||||
|
||||
"candidate_ids": [1, 2, 3],
|
||||
"poll_ids": [3, 4],
|
||||
"option_$_ids": [],
|
||||
"agenda_item_id": 11,
|
||||
"list_of_speakers_id": 11,
|
||||
"tag_ids": [],
|
||||
@ -2440,7 +2436,6 @@
|
||||
|
||||
"candidate_ids": [4, 5],
|
||||
"poll_ids": [5],
|
||||
"option_$_ids": [],
|
||||
"agenda_item_id": 14,
|
||||
"list_of_speakers_id": 14,
|
||||
"tag_ids": [2],
|
||||
|
||||
Loading…
Reference in New Issue
Block a user