Coverage for /home/runner/work/viur-core/viur-core/viur/src/viur/core/bones/relational.py: 7%
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1"""
2This module contains the RelationalBone to create and manage relationships between skeletons
3and enums to parameterize it.
4"""
5import enum
6import json
7import logging
8import time
9import typing as t
10import warnings
11from itertools import chain
13from viur.core import db, utils, i18n
14from viur.core.bones.base import BaseBone, ReadFromClientError, ReadFromClientErrorSeverity, getSystemInitialized
16if t.TYPE_CHECKING: 16 ↛ 17line 16 didn't jump to line 17 because the condition on line 16 was never true
17 from viur.core.skeleton import SkeletonInstance, RelSkel
20class RelationalConsistency(enum.IntEnum):
21 """
22 An enumeration representing the different consistency strategies for handling stale relations in
23 the RelationalBone class.
24 """
25 Ignore = 1
26 """Ignore stale relations, which represents the old behavior."""
27 PreventDeletion = 2
28 """Lock the target object so that it cannot be deleted."""
29 SetNull = 3
30 """Drop the relation if the target object is deleted."""
31 CascadeDeletion = 4
32 """
33 .. warning:: Delete this object also if the referenced entry is deleted (Dangerous!)
34 """
37class RelationalUpdateLevel(enum.Enum):
38 """
39 An enumeration representing the different update levels for the RelationalBone class.
40 """
41 Always = 0
42 """Always update the relational information, regardless of the context."""
43 OnRebuildSearchIndex = 1
44 """Update the relational information only when rebuilding the search index."""
45 OnValueAssignment = 2
46 """Update the relational information only when a new value is assigned to the bone."""
49class RelDict(t.TypedDict):
50 dest: "SkeletonInstance"
51 rel: t.Optional["RelSkel"]
54class RelationalBone(BaseBone):
55 """
56 The base class for all relational bones in the ViUR framework.
57 RelationalBone is used to create and manage relationships between database entities. This class provides
58 basic functionality and attributes that can be extended by other specialized relational bone classes,
59 such as N1Relation, N2NRelation, and Hierarchy.
60 This implementation prioritizes read efficiency and is suitable for situations where data is read more
61 frequently than written. However, it comes with increased write operations when writing an entity to the
62 database. The additional write operations depend on the type of relationship: multiple=True RelationalBones
63 or 1:N relations.
65 The implementation does not instantly update relational information when a skeleton is updated; instead,
66 it triggers a deferred task to update references. This may result in outdated data until the task is completed.
68 Note: Filtering a list by relational properties uses the outdated data.
70 Example:
71 - Entity A references Entity B.
72 - Both have a property "name."
73 - Entity B is updated (its name changes).
74 - Entity A's RelationalBone values still show Entity B's old name.
76 It is not recommended for cases where data is read less frequently than written, as there is no
77 write-efficient method available yet.
79 :param kind: KindName of the referenced property.
80 :param module: Name of the module which should be used to select entities of kind "kind". If not set,
81 the value of "kind" will be used (the kindName must match the moduleName)
82 :param refKeys: A list of properties to include from the referenced property. These properties will be
83 available in the template without having to fetch the referenced property. Filtering is also only possible
84 by properties named here!
85 :param parentKeys: A list of properties from the current skeleton to include. If mixing filtering by
86 relational properties and properties of the class itself, these must be named here.
87 :param multiple: If True, allow referencing multiple Elements of the given class. (Eg. n:n-relation).
88 Otherwise its n:1, (you can only select exactly one). It's possible to use a unique constraint on this
89 bone, allowing for at-most-1:1 or at-most-1:n relations. Instead of true, it's also possible to use
90 a ```class MultipleConstraints``` instead.
92 :param format:
93 Hint for the frontend how to display such an relation. This is now a python expression
94 evaluated by safeeval on the client side. The following values will be passed to the expression:
96 - value
97 The value to display. This will be always a dict (= a single value) - even if the relation is
98 multiple (in which case the expression is evaluated once per referenced entity)
100 - structure
101 The structure of the skeleton this bone is part of as a dictionary as it's transferred to the
102 fronted by the admin/vi-render.
104 - language
105 The current language used by the frontend in ISO2 code (eg. "de"). This will be always set, even if
106 the project did not enable the multi-language feature.
108 :param updateLevel:
109 Indicates how ViUR should keep the values copied from the referenced entity into our
110 entity up to date. If this bone is indexed, it's recommended to leave this set to
111 RelationalUpdateLevel.Always, as filtering/sorting by this bone will produce stale results.
113 :param RelationalUpdateLevel.Always:
115 always update refkeys (old behavior). If the referenced entity is edited, ViUR will update this
116 entity also (after a small delay, as these updates happen deferred)
118 :param RelationalUpdateLevel.OnRebuildSearchIndex:
120 update refKeys only on rebuildSearchIndex. If the referenced entity changes, this entity will
121 remain unchanged (this RelationalBone will still have the old values), but it can be updated
122 by either by editing this entity or running a rebuildSearchIndex over our kind.
124 :param RelationalUpdateLevel.OnValueAssignment:
126 update only if explicitly set. A rebuildSearchIndex will not trigger an update, this bone has to be
127 explicitly modified (in an edit) to have it's values updated
129 :param consistency:
130 Can be used to implement SQL-like constrains on this relation. Possible values are:
131 - RelationalConsistency.Ignore
132 If the referenced entity gets deleted, this bone will not change. It will still reflect the old
133 values. This will be even be preserved over edits, however if that referenced value is once
134 deleted by the user (assigning a different value to this bone or removing that value of the list
135 of relations if we are multiple) there's no way of restoring it
137 - RelationalConsistency.PreventDeletion
138 Will prevent deleting the referenced entity as long as it's selected in this bone (calling
139 skel.delete() on the referenced entity will raise errors.Locked). It's still (technically)
140 possible to remove the underlying datastore entity using db.delete manually, but this *must not*
141 be used on a skeleton object as it will leave a whole bunch of references in a stale state.
143 - RelationalConsistency.SetNull
144 Will set this bone to None (or remove the relation from the list in
145 case we are multiple) when the referenced entity is deleted.
147 - RelationalConsistency.CascadeDeletion:
148 (Dangerous!) Will delete this entity when the referenced entity is deleted. Warning: Unlike
149 relational updates this will cascade. If Entity A references B with CascadeDeletion set, and
150 B references C also with CascadeDeletion; if C gets deleted, both B and A will be deleted as well.
152 """
153 type = "relational"
154 kind = None
156 def __init__(
157 self,
158 *,
159 consistency: RelationalConsistency = RelationalConsistency.Ignore,
160 format: str = "$(dest.name)",
161 kind: str = None,
162 module: t.Optional[str] = None,
163 parentKeys: t.Optional[t.Iterable[str]] = {"name"},
164 refKeys: t.Optional[t.Iterable[str]] = {"name"},
165 updateLevel: RelationalUpdateLevel = RelationalUpdateLevel.Always,
166 using: t.Optional["RelSkel"] = None,
167 **kwargs
168 ):
169 """
170 Initialize a new RelationalBone.
172 :param kind:
173 KindName of the referenced property.
174 :param module:
175 Name of the module which should be used to select entities of kind "type". If not set,
176 the value of "type" will be used (the kindName must match the moduleName)
177 :param refKeys:
178 An iterable of properties to include from the referenced property. These properties will be
179 available in the template without having to fetch the referenced property. Filtering is also only
180 possible by properties named here!
181 :param parentKeys:
182 An iterable of properties from the current skeleton to include. If mixing filtering by
183 relational properties and properties of the class itself, these must be named here.
184 :param multiple:
185 If True, allow referencing multiple Elements of the given class. (Eg. n:n-relation).
186 Otherwise its n:1, (you can only select exactly one). It's possible to use a unique constraint on this
187 bone, allowing for at-most-1:1 or at-most-1:n relations. Instead of true, it's also possible to use
188 a :class:MultipleConstraints instead.
190 :param format: Hint for the frontend how to display such an relation. This is now a python expression
191 evaluated by safeeval on the client side. The following values will be passed to the expression
193 :param value:
194 The value to display. This will be always a dict (= a single value) - even if the
195 relation is multiple (in which case the expression is evaluated once per referenced entity)
196 :param structure:
197 The structure of the skeleton this bone is part of as a dictionary as it's
198 transferred to the fronted by the admin/vi-render.
199 :param language:
200 The current language used by the frontend in ISO2 code (eg. "de"). This will be
201 always set, even if the project did not enable the multi-language feature.
203 :param updateLevel:
204 Indicates how ViUR should keep the values copied from the referenced entity into our
205 entity up to date. If this bone is indexed, it's recommended to leave this set to
206 RelationalUpdateLevel.Always, as filtering/sorting by this bone will produce stale results.
208 :param RelationalUpdateLevel.Always:
209 always update refkeys (old behavior). If the referenced entity is edited, ViUR will update this
210 entity also (after a small delay, as these updates happen deferred)
211 :param RelationalUpdateLevel.OnRebuildSearchIndex:
212 update refKeys only on rebuildSearchIndex. If the
213 referenced entity changes, this entity will remain unchanged
214 (this RelationalBone will still have the old values), but it can be updated
215 by either by editing this entity or running a rebuildSearchIndex over our kind.
216 :param RelationalUpdateLevel.OnValueAssignment:
217 update only if explicitly set. A rebuildSearchIndex will not trigger
218 an update, this bone has to be explicitly modified (in an edit) to have it's values updated
220 :param consistency:
221 Can be used to implement SQL-like constrains on this relation.
223 :param RelationalConsistency.Ignore:
224 If the referenced entity gets deleted, this bone will not change. It
225 will still reflect the old values. This will be even be preserved over edits, however if that
226 referenced value is once deleted by the user (assigning a different value to this bone or
227 removing that value of the list of relations if we are multiple) there's no way of restoring it
229 :param RelationalConsistency.PreventDeletion:
230 Will prevent deleting the referenced entity as long as it's
231 selected in this bone (calling skel.delete() on the referenced entity will raise errors.Locked).
232 It's still (technically) possible to remove the underlying datastore entity using db.delete
233 manually, but this *must not* be used on a skeleton object as it will leave a whole bunch of
234 references in a stale state.
236 :param RelationalConsistency.SetNull:
237 Will set this bone to None (or remove the relation from the list in
238 case we are multiple) when the referenced entity is deleted.
240 :param RelationalConsistency.CascadeDeletion:
241 (Dangerous!) Will delete this entity when the referenced entity
242 is deleted. Warning: Unlike relational updates this will cascade. If Entity A references B with
243 CascadeDeletion set, and B references C also with CascadeDeletion; if C gets deleted, both B and
244 A will be deleted as well.
245 """
246 super().__init__(**kwargs)
247 self.format = format
249 if kind:
250 self.kind = kind
252 if module:
253 self.module = module
254 elif self.kind:
255 self.module = self.kind
257 if self.kind is None or self.module is None:
258 raise NotImplementedError("'kind' and 'module' of RelationalBone must not be None")
260 # Referenced keys
261 self.refKeys = {"key"}
262 if refKeys:
263 self.refKeys |= set(refKeys)
265 # Parent keys
266 self.parentKeys = {"key"}
267 if parentKeys:
268 self.parentKeys |= set(parentKeys)
270 self.using = using
272 # FIXME: Remove in VIUR4!!
273 if isinstance(updateLevel, int):
274 msg = f"parameter updateLevel={updateLevel} in RelationalBone is deprecated. " \
275 f"Please use the RelationalUpdateLevel enum instead"
276 logging.warning(msg, stacklevel=3)
277 warnings.warn(msg, DeprecationWarning, stacklevel=3)
279 assert 0 <= updateLevel < 3
280 for n in RelationalUpdateLevel:
281 if updateLevel == n.value:
282 updateLevel = n
284 self.updateLevel = updateLevel
285 self.consistency = consistency
287 if getSystemInitialized():
288 from viur.core.skeleton import RefSkel, SkeletonInstance
289 self._refSkelCache = RefSkel.fromSkel(self.kind, *self.refKeys)
290 self._skeletonInstanceClassRef = SkeletonInstance
291 self._ref_keys = set(self._refSkelCache.__boneMap__.keys())
293 def setSystemInitialized(self):
294 """
295 Set the system initialized for the current class and cache the RefSkel and SkeletonInstance.
297 This method calls the superclass's setSystemInitialized method and initializes the RefSkel
298 and SkeletonInstance classes. The RefSkel is created from the current kind and refKeys,
299 while the SkeletonInstance class is stored as a reference.
301 :rtype: None
302 """
303 super().setSystemInitialized()
304 from viur.core.skeleton import RefSkel, SkeletonInstance
306 try:
307 self._refSkelCache = RefSkel.fromSkel(self.kind, *self.refKeys)
308 except AssertionError:
309 raise NotImplementedError(
310 f"Skeleton {self.skel_cls!r} {self.__class__.__name__} {self.name!r}: Kind {self.kind!r} unknown"
311 )
313 self._skeletonInstanceClassRef = SkeletonInstance
314 self._ref_keys = set(self._refSkelCache.__boneMap__.keys())
316 def _getSkels(self):
317 """
318 Retrieve the reference skeleton and the 'using' skeleton for the current RelationalBone instance.
320 This method returns a tuple containing the reference skeleton (RefSkel) and the 'using' skeleton
321 (UsingSkel) associated with the current RelationalBone instance. The 'using' skeleton is only
322 retrieved if the 'using' attribute is defined.
324 :return: A tuple containing the reference skeleton and the 'using' skeleton.
325 :rtype: tuple
326 """
327 refSkel = self._refSkelCache()
328 usingSkel = self.using() if self.using else None
329 return refSkel, usingSkel
331 def singleValueUnserialize(self, val):
332 """
333 Restore a value, including the Rel- and Using-Skeleton, from the serialized data read from the datastore.
335 This method takes a serialized value from the datastore, deserializes it, and returns the corresponding
336 value with restored RelSkel and Using-Skel. It also handles ViUR 2 compatibility by handling string values.
338 :param val: A JSON-encoded datastore property.
339 :type val: str or dict
340 :return: The deserialized value with restored RelSkel and Using-Skel.
341 :rtype: dict
343 :raises AssertionError: If the deserialized value is not a dictionary.
344 """
346 def fixFromDictToEntry(inDict):
347 """
348 Convert a dictionary to an entry with properly restored keys and values.
350 :param dict inDict: The input dictionary to convert.
351 : return: The resulting entry.
352 :rtype: dict
353 """
354 if not isinstance(inDict, dict):
355 return None
356 res = {}
357 if "dest" in inDict:
358 res["dest"] = db.Entity()
359 for k, v in inDict["dest"].items():
360 res["dest"][k] = v
361 if "key" in res["dest"]:
362 res["dest"].key = db.normalize_key(res["dest"]["key"])
363 if "rel" in inDict and inDict["rel"]:
364 res["rel"] = db.Entity()
365 for k, v in inDict["rel"].items():
366 res["rel"][k] = v
367 else:
368 res["rel"] = None
369 return res
371 if isinstance(val, str): # ViUR2 compatibility
372 try:
373 value = json.loads(val)
374 if isinstance(value, list):
375 value = [fixFromDictToEntry(x) for x in value]
376 elif isinstance(value, dict):
377 value = fixFromDictToEntry(value)
378 else:
379 value = None
380 except ValueError:
381 value = None
382 else:
383 value = val
384 if not value:
385 return None
386 elif isinstance(value, list) and value:
387 value = value[0]
388 assert isinstance(value, dict), \
389 f"Read something from the datastore that's not a dict: {self.name=} -> {type(value)}"
390 if "dest" not in value:
391 return None
392 relSkel, usingSkel = self._getSkels()
393 relSkel.unserialize(value["dest"])
394 if self.using is not None:
395 usingSkel.unserialize(value["rel"] or db.Entity())
396 usingData = usingSkel
397 else:
398 usingData = None
399 return {"dest": relSkel, "rel": usingData}
401 def serialize(self, skel: "SkeletonInstance", name: str, parentIndexed: bool) -> bool:
402 """
403 Serialize the RelationalBone for the given skeleton, updating relational locks as necessary.
405 This method serializes the RelationalBone values for a given skeleton and stores the serialized
406 values in the skeleton's dbEntity. It also updates the relational locks, adding new locks and
407 removing old ones as needed.
409 :param SkeletonInstance skel: The skeleton instance containing the values to be serialized.
410 :param str name: The name of the bone to be serialized.
411 :param bool parentIndexed: A flag indicating whether the parent bone is indexed.
412 :return: True if the serialization is successful, False otherwise.
413 :rtype: bool
415 :raises AssertionError: If a programming error is detected.
416 """
418 def serialize_dest_rel(in_value: dict | None = None) -> (dict | None, dict | None):
419 if not in_value:
420 return None, None
421 if dest_val := in_value.get("dest"):
422 ref_data_serialized = dest_val.serialize(parentIndexed=indexed)
423 else:
424 ref_data_serialized = None
425 if rel_data := in_value.get("rel"):
426 using_data_serialized = rel_data.serialize(parentIndexed=indexed)
427 else:
428 using_data_serialized = None
430 return using_data_serialized, ref_data_serialized
433 super().serialize(skel, name, parentIndexed)
435 # Clean old properties from entry (prevent name collision)
436 for key in tuple(skel.dbEntity.keys()):
437 if key.startswith(f"{name}."):
438 del skel.dbEntity[key]
440 indexed = self.indexed and parentIndexed
442 if not (new_vals := skel.accessedValues.get(name)):
443 return False
445 # TODO: The good old leier... modernize this.
446 if self.languages:
447 res = {"_viurLanguageWrapper_": True}
448 for language in self.languages:
449 if language in new_vals:
450 if self.multiple:
451 res[language] = []
452 for val in new_vals[language]:
453 if val:
454 using_data, ref_data = serialize_dest_rel(val)
455 res[language].append({"rel": using_data, "dest": ref_data})
456 else:
457 if (val := new_vals[language]) and val["dest"]:
458 using_data, ref_data = serialize_dest_rel(val)
459 res[language] = {"rel": using_data, "dest": ref_data}
460 elif self.multiple:
461 res = []
462 for val in new_vals:
463 if val:
464 using_data, ref_data = serialize_dest_rel(val)
465 res.append({"rel": using_data, "dest": ref_data})
466 elif new_vals:
467 using_data, ref_data = serialize_dest_rel(new_vals)
468 res = {"rel": using_data, "dest": ref_data}
470 skel.dbEntity[name] = res
472 # Ensure our indexed flag is up2date
473 if indexed and name in skel.dbEntity.exclude_from_indexes:
474 skel.dbEntity.exclude_from_indexes.discard(name)
475 elif not indexed and name not in skel.dbEntity.exclude_from_indexes:
476 skel.dbEntity.exclude_from_indexes.add(name)
478 # Delete legacy property (PR #1244) #TODO: Remove in ViUR4
479 skel.dbEntity.pop(f"{name}_outgoingRelationalLocks", None)
481 return True
483 def _get_single_destinct_hash(self, value):
484 parts = [value["dest"]["key"]]
486 if self.using:
487 for name, bone in self.using.__boneMap__.items():
488 parts.append(bone._get_destinct_hash(value["rel"][name]))
490 return tuple(parts)
492 def postSavedHandler(self, skel, boneName, key) -> None:
493 """
494 Handle relational updates after a skeleton is saved.
496 This method updates, removes, or adds relations between the saved skeleton and the referenced entities.
497 It also takes care of updating the relational properties and consistency levels.
499 :param skel: The saved skeleton instance.
500 :param boneName: The name of the relational bone.
501 :param key: The key of the saved skeleton instance.
502 """
503 viur_src_kind = key.kind
504 viur_src_property = boneName
506 # Hack for RelationalBones in containers (like RecordBones)
507 if "." in boneName:
508 _, boneName = boneName.rsplit(".", 1) # bone name to fummel out of the skeleton (again...)
510 if not skel[boneName]:
511 values = []
512 elif self.multiple and self.languages:
513 values = chain(*skel[boneName].values())
514 elif self.languages:
515 values = list(skel[boneName].values())
516 elif self.multiple:
517 values = skel[boneName]
518 else:
519 values = [skel[boneName]]
521 # Keep a set of all referenced keys
522 values = [value for value in values if value]
523 values_keys = {value["dest"]["key"] for value in values}
525 # Referenced parent values
526 src_values = db.Entity(key)
527 if skel.dbEntity:
528 src_values |= {bone: skel.dbEntity.get(bone) for bone in self.parentKeys or ()}
530 # Now is now, nana nananaaaaaaa...
531 now = time.time()
533 # Helper fcuntion to
534 def __update_relation(entity: db.Entity, data: dict):
535 ref_skel = data["dest"]
536 rel_skel = data["rel"]
538 entity["dest"] = ref_skel.serialize(parentIndexed=True)
539 entity["rel"] = rel_skel.serialize(parentIndexed=True) if rel_skel else None
540 entity["src"] = src_values
542 entity["viur_src_kind"] = viur_src_kind
543 entity["viur_src_property"] = viur_src_property
544 entity["viur_dest_kind"] = self.kind
545 entity["viur_delayed_update_tag"] = now
546 entity["viur_relational_updateLevel"] = self.updateLevel.value
547 entity["viur_relational_consistency"] = self.consistency.value
548 entity["viur_foreign_keys"] = list(self.refKeys)
549 entity["viurTags"] = skel.dbEntity.get("viurTags") if skel.dbEntity else None
551 db.put(entity)
553 # Query and update existing entries pointing to this bone
554 query = db.Query("viur-relations") \
555 .filter("viur_src_kind =", viur_src_kind) \
556 .filter("viur_dest_kind =", self.kind) \
557 .filter("viur_src_property =", viur_src_property) \
558 .filter("src.__key__ =", key)
560 for entity in query.iter():
561 try:
562 if entity["dest"].key not in values_keys: # Relation has been removed
563 db.delete(entity.key)
564 continue
566 except KeyError: # This entry is corrupt
567 db.delete(entity.key)
569 else: # Relation: Updated
570 # Find the newest item matching this key (this has to been done this way)...
571 value = [value for value in values if value["dest"]["key"] == entity["dest"].key][0]
572 # ... and remove it from the list of values
573 values.remove(value)
574 values_keys.remove(value["dest"]["key"])
576 # Update existing database entry
577 __update_relation(entity, value)
579 # Add new database entries for the remaining values
580 for value in values:
581 __update_relation(db.Entity(db.Key("viur-relations", parent=key)), value)
583 def postDeletedHandler(self, skel: "SkeletonInstance", boneName: str, key: db.Key) -> None:
584 """
585 Handle relational updates after a skeleton is deleted.
587 This method deletes all relations associated with the deleted skeleton and the referenced entities
588 for the given relational bone.
590 :param skel: The deleted SkeletonInstance.
591 :param boneName: The name of the RelationalBone in the Skeleton.
592 :param key: The key of the deleted Entity.
593 """
594 query = db.Query("viur-relations") \
595 .filter("viur_src_kind =", key.kind) \
596 .filter("viur_dest_kind =", self.kind) \
597 .filter("viur_src_property =", boneName) \
598 .filter("src.__key__ =", key)
600 db.delete([entity for entity in query.run()])
602 def isInvalid(self, key) -> None:
603 """
604 Check if the given key is invalid for this relational bone.
606 This method always returns None, as the actual validation of the key
607 is performed in other methods of the RelationalBone class.
609 :param key: The key to be checked for validity.
610 :return: None, as the actual validation is performed elsewhere.
611 """
612 return None
614 def parseSubfieldsFromClient(self):
615 """
616 Determine if the RelationalBone should parse subfields from the client.
618 This method returns True if the `using` attribute is not None, indicating
619 that this RelationalBone has a using-skeleton, and its subfields should
620 be parsed. Otherwise, it returns False.
622 :return: True if the using-skeleton is not None and subfields should be parsed, False otherwise.
623 :rtype: bool
624 """
625 return self.using is not None
627 def singleValueFromClient(self, value, skel, bone_name, client_data):
628 errors = []
630 if isinstance(value, dict):
631 dest_key = value.pop("key", None)
632 else:
633 dest_key = value
634 value = {}
636 if self.using:
637 rel = self.using()
638 if not rel.fromClient(value):
639 errors.append(
640 ReadFromClientError(
641 ReadFromClientErrorSeverity.Invalid,
642 i18n.translate("core.bones.error.incomplete", "Incomplete data"),
643 )
644 )
646 errors.extend(rel.errors)
647 else:
648 rel = None
650 # FIXME VIUR4: createRelSkelFromKey doesn't accept an instance of a RelSkel...
651 if ret := self.createRelSkelFromKey(dest_key, None): # ...therefore we need to first give None...
652 ret["rel"] = rel # ...and then assign it manually.
654 if err := self.isInvalid(ret):
655 ret = self.getEmptyValue()
656 errors.append(ReadFromClientError(ReadFromClientErrorSeverity.Invalid, err))
658 return ret, errors
660 elif self.consistency == RelationalConsistency.Ignore:
661 # when RelationalConsistency.Ignore is on, keep existing relations, even when they where deleted
662 for _, _, value in self.iter_bone_value(skel, bone_name):
663 if str(value["dest"]["key"]) == str(dest_key):
664 value["rel"] = rel
665 return value, errors
667 errors.append(ReadFromClientError(ReadFromClientErrorSeverity.Invalid))
668 return self.getEmptyValue(), errors
670 def _rewriteQuery(self, name, skel, dbFilter, rawFilter):
671 """
672 Rewrites a datastore query to operate on "viur-relations" instead of the original kind.
674 This method is needed to perform relational queries on n:m relations. It takes the original datastore query
675 and rewrites it to target the "viur-relations" kind. It also adjusts filters and sort orders accordingly.
677 :param str name: The name of the bone.
678 :param SkeletonInstance skel: The skeleton instance the bone is a part of.
679 :param viur.core.db.Query dbFilter: The original datastore query to be rewritten.
680 :param dict rawFilter: The raw filter applied to the original datastore query.
682 :return: A tuple containing the name, skeleton, rewritten query, and raw filter.
683 :rtype: Tuple[str, 'viur.core.skeleton.SkeletonInstance', 'viur.core.db.Query', dict]
685 :raises NotImplementedError: If the original query contains multiple filters with "IN" or "!=" operators.
686 :raises RuntimeError: If the filtering is invalid, e.g., using multiple key filters or querying
687 properties not in parentKeys.
688 """
689 origQueries = dbFilter.queries
690 if isinstance(origQueries, list):
691 raise NotImplementedError(
692 "Doing a relational Query with multiple=True and \"IN or !=\"-filters is currently unsupported!")
693 dbFilter.queries = db.QueryDefinition("viur-relations", {
694 "viur_src_kind =": skel.kindName,
695 "viur_dest_kind =": self.kind,
696 "viur_src_property =": name
698 }, orders=[], startCursor=origQueries.startCursor, endCursor=origQueries.endCursor)
699 for k, v in origQueries.filters.items(): # Merge old filters in
700 # Ensure that all non-relational-filters are in parentKeys
701 if k == db.KEY_SPECIAL_PROPERTY:
702 # We must process the key-property separately as its meaning changes as we change the datastore kind were querying
703 if isinstance(v, list) or isinstance(v, tuple):
704 logging.warning(f"Invalid filtering! Doing an relational Query on {name} with multiple key= "
705 f"filters is unsupported!")
706 raise RuntimeError()
707 if not isinstance(v, db.Key):
708 v = db.Key(v)
709 dbFilter.ancestor(v)
710 continue
711 boneName = k.split(".")[0].split(" ")[0]
712 if boneName not in self.parentKeys and boneName != "__key__":
713 logging.warning(f"Invalid filtering! {boneName} is not in parentKeys of RelationalBone {name}!")
714 raise RuntimeError()
715 dbFilter.filter(f"src.{k}", v)
716 orderList = []
717 for k, d in origQueries.orders: # Merge old sort orders in
718 if k == db.KEY_SPECIAL_PROPERTY:
719 orderList.append((f"{k}", d))
720 elif not k in self.parentKeys:
721 logging.warning(f"Invalid filtering! {k} is not in parentKeys of RelationalBone {name}!")
722 raise RuntimeError()
723 else:
724 orderList.append((f"src.{k}", d))
725 if orderList:
726 dbFilter.order(*orderList)
727 return name, skel, dbFilter, rawFilter
729 def buildDBFilter(
730 self,
731 name: str,
732 skel: "SkeletonInstance",
733 dbFilter: db.Query,
734 rawFilter: dict,
735 prefix: t.Optional[str] = None
736 ) -> db.Query:
737 """
738 Builds a datastore query by modifying the given filter based on the RelationalBone's properties.
740 This method takes a datastore query and modifies it according to the relational bone properties.
741 It also merges any related filters based on the 'refKeys' and 'using' attributes of the bone.
743 :param str name: The name of the bone.
744 :param SkeletonInstance skel: The skeleton instance the bone is a part of.
745 :param db.Query dbFilter: The original datastore query to be modified.
746 :param dict rawFilter: The raw filter applied to the original datastore query.
747 :param str prefix: Optional prefix to be applied to filter keys.
749 :return: The modified datastore query.
750 :rtype: db.Query
752 :raises RuntimeError: If the filtering is invalid, e.g., querying properties not in 'refKeys'
753 or not a bone in 'using'.
754 """
755 relSkel, _usingSkelCache = self._getSkels()
756 origQueries = dbFilter.queries
758 if origQueries is None: # This query is unsatisfiable
759 return dbFilter
761 myKeys = [x for x in rawFilter.keys() if x.startswith(f"{name}.")]
762 if len(myKeys) > 0: # We filter by some properties
763 if dbFilter.getKind() != "viur-relations" and self.multiple:
764 name, skel, dbFilter, rawFilter = self._rewriteQuery(name, skel, dbFilter, rawFilter)
766 # Merge the relational filters in
767 for myKey in myKeys:
768 value = rawFilter[myKey]
770 try:
771 unused, _type, key = myKey.split(".", 2)
772 assert _type in ["dest", "rel"]
773 except:
774 if self.using is None:
775 # This will be a "dest" query
776 _type = "dest"
777 try:
778 unused, key = myKey.split(".", 1)
779 except:
780 continue
781 else:
782 continue
784 # just use the first part of "key" to check against our refSkel / relSkel (strip any leading .something and $something)
785 checkKey = key
786 if "." in checkKey:
787 checkKey = checkKey.split(".")[0]
789 if "$" in checkKey:
790 checkKey = checkKey.split("$")[0]
792 if _type == "dest":
794 # Ensure that the relational-filter is in refKeys
795 if checkKey not in self._ref_keys:
796 logging.warning(f"Invalid filtering! {key} is not in refKeys of RelationalBone {name}!")
797 raise RuntimeError()
799 # Iterate our relSkel and let these bones write their filters in
800 for bname, bone in relSkel.items():
801 if checkKey == bname:
802 newFilter = {key: value}
803 if self.multiple:
804 bone.buildDBFilter(bname, relSkel, dbFilter, newFilter, prefix=(prefix or "") + "dest.")
805 else:
806 bone.buildDBFilter(bname, relSkel, dbFilter, newFilter,
807 prefix=(prefix or "") + name + ".dest.")
809 elif _type == "rel":
811 # Ensure that the relational-filter is in refKeys
812 if self.using is None or checkKey not in self.using():
813 logging.warning(f"Invalid filtering! {key} is not a bone in 'using' of {name}")
814 raise RuntimeError()
816 # Iterate our usingSkel and let these bones write their filters in
817 for bname, bone in self.using().items():
818 if key.startswith(bname):
819 newFilter = {key: value}
820 if self.multiple:
821 bone.buildDBFilter(bname, relSkel, dbFilter, newFilter, prefix=(prefix or "") + "rel.")
822 else:
823 bone.buildDBFilter(bname, relSkel, dbFilter, newFilter,
824 prefix=(prefix or "") + name + ".rel.")
826 if self.multiple:
827 dbFilter.setFilterHook(lambda s, filter, value: self.filterHook(name, s, filter, value))
828 dbFilter.setOrderHook(lambda s, orderings: self.orderHook(name, s, orderings))
830 elif name in rawFilter and isinstance(rawFilter[name], str) and rawFilter[name].lower() == "none":
831 dbFilter = dbFilter.filter(f"{name} =", None)
833 return dbFilter
835 def buildDBSort(
836 self,
837 name: str,
838 skel: "SkeletonInstance",
839 query: db.Query,
840 params: dict,
841 postfix: str = "",
842 ) -> t.Optional[db.Query]:
843 """
844 Builds a datastore query by modifying the given filter based on the RelationalBone's properties for sorting.
846 This method takes a datastore query and modifies its sorting behavior according to the relational bone
847 properties. It also checks if the sorting is valid based on the 'refKeys' and 'using' attributes of the bone.
849 :param name: The name of the bone.
850 :param skel: The skeleton instance the bone is a part of.
851 :param query: The original datastore query to be modified.
852 :param params: The raw filter applied to the original datastore query.
854 :return: The modified datastore query with updated sorting behavior.
855 :rtype: t.Optional[db.Query]
857 :raises RuntimeError: If the sorting is invalid, e.g., using properties not in 'refKeys'
858 or not a bone in 'using'.
859 """
860 if query.queries and (orderby := params.get("orderby")) and utils.string.is_prefix(orderby, name):
861 if self.multiple and query.getKind() != "viur-relations":
862 # This query has not been rewritten (yet)
863 name, skel, query, params = self._rewriteQuery(name, skel, query, params)
865 try:
866 _, _type, param = orderby.split(".")
867 except ValueError as e:
868 logging.exception(f"Invalid layout of {orderby=}: {e}")
869 return query
870 if _type not in ("dest", "rel"):
871 logging.error("Invalid type {_type}")
872 return query
874 # Ensure that the relational-filter is in refKeys
875 if _type == "dest" and param not in self._ref_keys:
876 raise RuntimeError(f"Invalid filtering! {param!r} is not in refKeys of RelationalBone {name!r}!")
877 elif _type == "rel" and (self.using is None or param not in self.using()):
878 raise RuntimeError(f"Invalid filtering! {param!r} is not a bone in 'using' of RelationalBone {name!r}")
880 if self.multiple:
881 path = f"{_type}.{param}"
882 else:
883 path = f"{name}.{_type}.{param}"
885 order = utils.parse.sortorder(params.get("orderdir"))
886 query = query.order((path, order))
888 if self.multiple:
889 query.setFilterHook(lambda s, query, value: self.filterHook(name, s, query, value))
890 query.setOrderHook(lambda s, orderings: self.orderHook(name, s, orderings))
892 return query
894 def filterHook(self, name, query, param, value): # FIXME
895 """
896 Hook installed by buildDbFilter that rewrites filters added to the query to match the layout of the
897 viur-relations index and performs sanity checks on the query.
899 This method rewrites and validates filters added to a datastore query after the `buildDbFilter` method
900 has been executed. It ensures that the filters are compatible with the structure of the viur-relations
901 index and checks if the query is possible.
903 :param str name: The name of the bone.
904 :param db.Query query: The datastore query to be modified.
905 :param str param: The filter parameter to be checked and potentially modified.
906 :param value: The value associated with the filter parameter.
908 :return: A tuple containing the modified filter parameter and its associated value, or None if
909 the filter parameter is a key special property.
910 :rtype: Tuple[str, Any] or None
912 :raises RuntimeError: If the filtering is invalid, e.g., using properties not in 'refKeys' or 'parentKeys'.
913 """
914 if param.startswith("src.") or param.startswith("dest.") or param.startswith("viur_"):
915 # This filter is already valid in our relation
916 return param, value
917 if param.startswith(f"{name}."):
918 # We add a constrain filtering by properties of the referenced entity
919 refKey = param.replace(f"{name}.", "")
920 if " " in refKey: # Strip >, < or = params
921 refKey = refKey[:refKey.find(" ")]
922 if refKey not in self._ref_keys:
923 logging.warning(f"Invalid filtering! {refKey} is not in refKeys of RelationalBone {name}!")
924 raise RuntimeError()
925 if self.multiple:
926 return param.replace(f"{name}.", "dest."), value
927 else:
928 return param, value
929 else:
930 # We filter by a property of this entity
931 if not self.multiple:
932 # Not relational, not multiple - nothing to do here
933 return param, value
934 # Prepend "src."
935 srcKey = param
936 if " " in srcKey:
937 srcKey = srcKey[: srcKey.find(" ")] # Cut <, >, and =
938 if srcKey == db.KEY_SPECIAL_PROPERTY: # Rewrite key= filter as its meaning has changed
939 if isinstance(value, list) or isinstance(value, tuple):
940 logging.warning(f"Invalid filtering! Doing an relational Query on {name} "
941 f"with multiple key= filters is unsupported!")
942 raise RuntimeError()
943 if not isinstance(value, db.Key):
944 value = db.Key(value)
945 query.ancestor(value)
946 return None
947 if srcKey not in self.parentKeys:
948 logging.warning(f"Invalid filtering! {srcKey} is not in parentKeys of RelationalBone {name}!")
949 raise RuntimeError()
950 return f"src.{param}", value
952 def orderHook(self, name: str, query: db.Query, orderings): # FIXME
953 """
954 Hook installed by buildDbFilter that rewrites orderings added to the query to match the layout of the
955 viur-relations index and performs sanity checks on the query.
957 This method rewrites and validates orderings added to a datastore query after the `buildDbFilter` method
958 has been executed. It ensures that the orderings are compatible with the structure of the viur-relations
959 index and checks if the query is possible.
961 :param name: The name of the bone.
962 :param query: The datastore query to be modified.
963 :param orderings: A list or tuple of orderings to be checked and potentially modified.
964 :type orderings: List[Union[str, Tuple[str, db.SortOrder]]] or Tuple[Union[str, Tuple[str, db.SortOrder]]]
966 :return: A list of modified orderings that are compatible with the viur-relations index.
967 :rtype: List[Union[str, Tuple[str, db.SortOrder]]]
969 :raises RuntimeError: If the ordering is invalid, e.g., using properties not in 'refKeys' or 'parentKeys'.
970 """
971 res = []
972 if not isinstance(orderings, list) and not isinstance(orderings, tuple):
973 orderings = [orderings]
974 for order in orderings:
975 if isinstance(order, tuple):
976 orderKey = order[0]
977 else:
978 orderKey = order
979 if orderKey.startswith("dest.") or orderKey.startswith("rel.") or orderKey.startswith("src."):
980 # This is already valid for our relational index
981 res.append(order)
982 continue
983 if orderKey.startswith(f"{name}."):
984 k = orderKey.replace(f"{name}.", "")
985 if k not in self._ref_keys:
986 logging.warning(f"Invalid ordering! {k} is not in refKeys of RelationalBone {name}!")
987 raise RuntimeError()
988 if not self.multiple:
989 res.append(order)
990 else:
991 if isinstance(order, tuple):
992 res.append((f"dest.{k}", order[1]))
993 else:
994 res.append(f"dest.{k}")
995 else:
996 if not self.multiple:
997 # Nothing to do here
998 res.append(order)
999 continue
1000 else:
1001 if orderKey not in self.parentKeys:
1002 logging.warning(
1003 f"Invalid ordering! {orderKey} is not in parentKeys of RelationalBone {name}!")
1004 raise RuntimeError()
1005 if isinstance(order, tuple):
1006 res.append((f"src.{orderKey}", order[1]))
1007 else:
1008 res.append(f"src.{orderKey}")
1009 return res
1011 def refresh(self, skel: "SkeletonInstance", name: str) -> None:
1012 """
1013 Refreshes all values that might be cached from other entities in the provided skeleton.
1015 This method updates the cached values for relational bones in the provided skeleton, which
1016 correspond to other entities. It fetches the updated values for the relational bone's
1017 reference keys and replaces the cached values in the skeleton with the fetched values.
1019 :param SkeletonInstance skel: The skeleton containing the bone to be refreshed.
1020 :param str boneName: The name of the bone to be refreshed.
1021 """
1022 if not skel[name] or self.updateLevel == RelationalUpdateLevel.OnValueAssignment:
1023 return
1025 for _, _, value in self.iter_bone_value(skel, name):
1026 if value and value["dest"]:
1027 try:
1028 target_skel = value["dest"].read()
1029 except ValueError:
1031 # Handle removed reference according to the RelationalConsistency settings
1032 match self.consistency:
1033 case RelationalConsistency.CascadeDeletion:
1034 logging.info(
1035 f"{name}: "
1036 f"Cascade deleting {skel["key"]!r} ({skel["name"]!r}) "
1037 f"due removal of relation {value["dest"]["key"]!r} ({value["dest"]["name"]!r})"
1038 )
1039 skel._cascade_deletion = True
1040 break
1042 case RelationalConsistency.SetNull:
1043 logging.info(
1044 f"{name}: "
1045 f"Emptying relation {skel["key"]!r} ({skel["name"]!r}) "
1046 f"due removal of {value["dest"]["key"]!r} ({value["dest"]["name"]!r})"
1047 )
1048 value.clear()
1050 case _:
1051 logging.info(
1052 f"{name}: "
1053 f"Relation from {skel["key"]!r} ({skel["name"]!r}) "
1054 f"refers to deleted {value["dest"]["key"]!r} ({value["dest"]["name"]!r}), skipping"
1055 )
1057 continue
1059 # Copy over the refKey values
1060 for key in self.refKeys:
1061 value["dest"][key] = target_skel[key]
1063 def getSearchTags(self, skel: "SkeletonInstance", name: str) -> set[str]:
1064 """
1065 Retrieves the search tags for the given RelationalBone in the provided skeleton.
1067 This method iterates over the values of the relational bone and gathers search tags from the
1068 reference and using skeletons. It combines all the tags into a set to avoid duplicates.
1070 :param skel: The skeleton containing the bone for which search tags are to be retrieved.
1071 :param name: The name of the bone for which search tags are to be retrieved.
1073 :return: A set of search tags for the specified relational bone.
1074 """
1075 result = set()
1077 def get_values(skel_, values_cache):
1078 for key, bone in skel_.items():
1079 if not bone.searchable:
1080 continue
1081 for tag in bone.getSearchTags(values_cache, key):
1082 result.add(tag)
1084 ref_skel_cache, using_skel_cache = self._getSkels()
1085 for idx, lang, value in self.iter_bone_value(skel, name):
1086 if value is None:
1087 continue
1088 if value["dest"]:
1089 get_values(ref_skel_cache, value["dest"])
1090 if value["rel"]:
1091 get_values(using_skel_cache, value["rel"])
1093 return result
1095 def createRelSkelFromKey(self, key: db.Key, rel: dict | None = None) -> RelDict | None:
1096 if rel_skel := self.relskels_from_keys([(key, rel)]):
1097 return rel_skel[0]
1098 return None
1100 def relskels_from_keys(self, key_rel_list: list[tuple[db.Key, dict | None]]) -> list[RelDict]:
1101 """
1102 Creates a list of RelSkel instances valid for this bone from the given database key.
1104 This method retrieves the entity corresponding to the provided key from the database, unserializes it
1105 into a reference skeleton, and returns a dictionary containing the reference skeleton and optional
1106 relation data.
1108 :param key_rel_list: List of tuples with the first value in the tuple is the
1109 key and the second is and RelSkel or None
1111 :return: A dictionary containing a reference skeleton and optional relation data.
1112 """
1114 if not all(db_objs := db.get([db.key_helper(value[0], self.kind, adjust_kind=True) for value in key_rel_list])):
1115 return [] # return emtpy data when not all data is found
1117 res_rel_skels = []
1119 for (key, rel), db_obj in zip(key_rel_list, db_objs):
1120 dest_skel = self._refSkelCache()
1121 dest_skel.unserialize(db_obj)
1122 for bone_name in dest_skel:
1123 # Unserialize all bones from refKeys, then drop dbEntity - otherwise all properties will be copied
1124 _ = dest_skel[bone_name]
1125 dest_skel.dbEntity = None
1126 res_rel_skels.append(
1127 {
1128 "dest": dest_skel,
1129 "rel": rel or None
1130 }
1131 )
1133 return res_rel_skels
1135 def setBoneValue(
1136 self,
1137 skel: "SkeletonInstance",
1138 boneName: str,
1139 value: t.Any,
1140 append: bool,
1141 language: None | str = None
1142 ) -> bool:
1143 """
1144 Sets the value of the specified bone in the given skeleton. Sanity checks are performed to ensure the
1145 value is valid. If the value is invalid, no modifications are made.
1147 :param skel: Dictionary with the current values from the skeleton we belong to.
1148 :param boneName: The name of the bone to be modified.
1149 :param value: The value to be assigned. The type depends on the bone type.
1150 :param append: If true, the given value is appended to the values of the bone instead of replacing it.
1151 Only supported on bones with multiple=True.
1152 :param language: Set/append for a specific language (optional). Required if the bone
1153 supports languages.
1155 :return: True if the operation succeeded, False otherwise.
1156 """
1157 assert not (bool(self.languages) ^ bool(language)), "Language is required or not supported"
1158 assert not append or self.multiple, "Can't append - bone is not multiple"
1160 def tuple_check(in_value: tuple | None = None) -> bool:
1161 """
1162 Return True if the given value is a tuple with a length of two.
1163 In addition, the first field in the tuple must be a str,int or db.key.
1164 Furthermore, the second field must be a skeletonInstanceClassRef.
1165 """
1166 return (isinstance(in_value, tuple) and len(in_value) == 2
1167 and isinstance(in_value[0], (str, int, db.Key))
1168 and isinstance(in_value[1], self._skeletonInstanceClassRef))
1170 if not self.multiple and not self.using:
1171 if not isinstance(value, (str, int, db.Key)):
1172 raise ValueError(f"You must supply exactly one Database-Key str or int to {boneName}")
1173 parsed_value = (value, None)
1174 elif not self.multiple and self.using:
1175 if not tuple_check(value):
1176 raise ValueError(f"You must supply a tuple of (Database-Key, relSkel) to {boneName}")
1177 parsed_value = value
1178 elif self.multiple and not self.using:
1179 if not isinstance(value, (str, int, db.Key)) and not (isinstance(value, list)) \
1180 and all([isinstance(val, (str, int, db.Key)) for val in value]):
1181 raise ValueError(f"You must supply a Database-Key or a list hereof to {boneName}")
1182 if isinstance(value, list):
1183 parsed_value = [(key, None) for key in value]
1184 else:
1185 parsed_value = [(value, None)]
1186 else: # which means (self.multiple and self.using)
1187 if not tuple_check(value) and (not isinstance(value, list) or not all(tuple_check(val) for val in value)):
1188 raise ValueError(f"You must supply (db.Key, RelSkel) or a list hereof to {boneName}")
1189 if isinstance(value, list):
1190 parsed_value = value
1191 else:
1192 parsed_value = [value]
1194 if boneName not in skel:
1195 skel[boneName] = {}
1196 if language:
1197 skel[boneName].setdefault(language, [])
1199 if self.multiple:
1200 rel_list = self.relskels_from_keys(parsed_value)
1201 if append:
1202 if language:
1203 skel[boneName][language].extend(rel_list)
1204 else:
1205 if not isinstance(skel[boneName], list):
1206 skel[boneName] = []
1207 skel[boneName].extend(rel_list)
1208 else:
1209 if language:
1210 skel[boneName][language] = rel_list
1211 else:
1212 skel[boneName] = rel_list
1213 else:
1214 if not (rel := self.createRelSkelFromKey(parsed_value[0], parsed_value[1])):
1215 return False
1216 if language:
1217 skel[boneName][language] = rel
1218 else:
1219 skel[boneName] = rel
1220 return True
1222 def getReferencedBlobs(self, skel: "SkeletonInstance", name: str) -> set[str]:
1223 """
1224 Retrieves the set of referenced blobs from the specified bone in the given skeleton instance.
1226 :param SkeletonInstance skel: The skeleton instance to extract the referenced blobs from.
1227 :param str name: The name of the bone to retrieve the referenced blobs from.
1229 :return: A set containing the unique blob keys referenced by the specified bone.
1230 :rtype: Set[str]
1231 """
1232 result = set()
1234 for idx, lang, value in self.iter_bone_value(skel, name):
1235 if not value:
1236 continue
1238 for key, bone in value["dest"].items():
1239 result.update(bone.getReferencedBlobs(value["dest"], key))
1241 if value["rel"]:
1242 for key, bone in value["rel"].items():
1243 result.update(bone.getReferencedBlobs(value["rel"], key))
1245 return result
1247 def getUniquePropertyIndexValues(self, valuesCache: dict, name: str) -> list[str]:
1248 """
1249 Generates unique property index values for the RelationalBone based on the referenced keys.
1250 Can be overridden if different behavior is required (e.g., examining values from `prop:usingSkel`).
1252 :param dict valuesCache: The cache containing the current values of the bone.
1253 :param str name: The name of the bone for which to generate unique property index values.
1255 :return: A list containing the unique property index values for the specified bone.
1256 :rtype: List[str]
1257 """
1258 value = valuesCache.get(name)
1259 if not value: # We don't have a value to lock
1260 return []
1261 if isinstance(value, dict):
1262 return self._hashValueForUniquePropertyIndex(value["dest"]["key"])
1263 elif isinstance(value, list):
1264 return self._hashValueForUniquePropertyIndex([entry["dest"]["key"] for entry in value if entry])
1266 def structure(self) -> dict:
1267 return super().structure() | {
1268 "type": f"{self.type}.{self.kind}",
1269 "module": self.module,
1270 "format": self.format,
1271 "using": self.using().structure() if self.using else None,
1272 "relskel": self._refSkelCache().structure(),
1273 }
1275 def _atomic_dump(self, value: dict[str, "SkeletonInstance"]) -> dict | None:
1276 if isinstance(value, dict):
1277 return {
1278 "dest": value["dest"].dump(),
1279 "rel": value["rel"].dump() if value["rel"] else None,
1280 }