gcloud/lib/src/datastore_impl.dart - third_party/dart-pkg - Git at Google

 // Copyright (c) 2014, the Dart project authors.  Please see the AUTHORS file
 // for details. All rights reserved. Use of this source code is governed by a
 // BSD-style license that can be found in the LICENSE file.

 import 'dart:async';

 import 'package:googleapis/datastore/v1.dart' as api;
 import 'package:http/http.dart' as http;

 import '../common.dart' show Page;
 import '../datastore.dart' as datastore;
 import 'common_utils.dart';

 class TransactionImpl implements datastore.Transaction {
   final String data;

   TransactionImpl(this.data);
 }

 class DatastoreImpl implements datastore.Datastore {
   static const List<String> scopes = <String>[
     api.DatastoreApi.datastoreScope,
     api.DatastoreApi.cloudPlatformScope,
   ];

   final api.DatastoreApi _api;
   final String _project;

   /// The [project] parameter is the name of the cloud project (it should not
   /// start with a `s~`).
   DatastoreImpl(http.Client client, String project)
       : _api = api.DatastoreApi(client),
         _project = project;

   api.Key _convertDatastore2ApiKey(datastore.Key key, {bool enforceId = true}) {
     var apiKey = api.Key();

     apiKey.partitionId = api.PartitionId()
       ..projectId = _project
       ..namespaceId = key.partition.namespace;

     apiKey.path = key.elements.map((datastore.KeyElement element) {
       final part = api.PathElement();
       part.kind = element.kind;
       final id = element.id;
       if (id is int) {
         part.id = '$id';
       } else if (id is String) {
         part.name = id;
       } else if (enforceId) {
         throw datastore.ApplicationError(
             'Error while encoding entity key: Using `null` as the id is not '
             'allowed.');
       }
       return part;
     }).toList();

     return apiKey;
   }

   static datastore.Key _convertApi2DatastoreKey(api.Key key) {
     var elements = key.path!.map((api.PathElement element) {
       if (element.id != null) {
         return datastore.KeyElement(element.kind!, int.parse(element.id!));
       } else if (element.name != null) {
         return datastore.KeyElement(element.kind!, element.name);
       } else {
         throw datastore.DatastoreError(
             'Invalid server response: Expected allocated name/id.');
       }
     }).toList();

     var partition = datastore.Partition.DEFAULT;
     if (key.partitionId != null) {
       partition = datastore.Partition(key.partitionId!.namespaceId);
       // TODO: assert projectId.
     }
     return datastore.Key(elements, partition: partition);
   }

   bool _compareApiKey(api.Key a, api.Key b) {
     if (a.path!.length != b.path!.length) return false;

     // FIXME(Issue #2): Is this comparison working correctly?
     if (a.partitionId != null) {
       if (b.partitionId == null) {
         return false;
       }
       if (a.partitionId!.projectId != b.partitionId!.projectId) {
         return false;
       }
       if (a.partitionId!.namespaceId != b.partitionId!.namespaceId) {
         return false;
       }
     } else if (b.partitionId != null) {
       return false;
     }

     for (var i = 0; i < a.path!.length; i++) {
       if (a.path![i].id != b.path![i].id ||
           a.path![i].name != b.path![i].name ||
           a.path![i].kind != b.path![i].kind) return false;
     }
     return true;
   }

   api.Value _convertDatastore2ApiPropertyValue(value, bool indexed,
       {bool lists = true}) {
     var apiValue = api.Value()..excludeFromIndexes = !indexed;
     if (value == null) {
       return apiValue..nullValue = 'NULL_VALUE';
     } else if (value is bool) {
       return apiValue..booleanValue = value;
     } else if (value is int) {
       return apiValue..integerValue = '$value';
     } else if (value is double) {
       return apiValue..doubleValue = value;
     } else if (value is String) {
       return apiValue..stringValue = value;
     } else if (value is DateTime) {
       return apiValue..timestampValue = value.toIso8601String();
     } else if (value is datastore.BlobValue) {
       return apiValue..blobValueAsBytes = value.bytes;
     } else if (value is datastore.Key) {
       return apiValue
         ..keyValue = _convertDatastore2ApiKey(value, enforceId: false);
     } else if (value is List) {
       if (!lists) {
         // FIXME(Issue #3): Consistently handle exceptions.
         throw Exception('List values are not allowed.');
       }

       api.Value convertItem(i) =>
           _convertDatastore2ApiPropertyValue(i, indexed, lists: false);

       return api.Value()
         ..arrayValue =
             (api.ArrayValue()..values = value.map(convertItem).toList());
     } else {
       throw UnsupportedError(
           'Types ${value.runtimeType} cannot be used for serializing.');
     }
   }

   static dynamic _convertApi2DatastoreProperty(api.Value value) {
     if (value.booleanValue != null) {
       return value.booleanValue;
     } else if (value.integerValue != null) {
       return int.parse(value.integerValue!);
     } else if (value.doubleValue != null) {
       return value.doubleValue;
     } else if (value.stringValue != null) {
       return value.stringValue;
     } else if (value.timestampValue != null) {
       return DateTime.parse(value.timestampValue!);
     } else if (value.blobValue != null) {
       return datastore.BlobValue(value.blobValueAsBytes);
     } else if (value.keyValue != null) {
       return _convertApi2DatastoreKey(value.keyValue!);
     } else if (value.arrayValue != null && value.arrayValue!.values != null) {
       return value.arrayValue!.values!
           .map(_convertApi2DatastoreProperty)
           .toList();
     } else if (value.entityValue != null) {
       throw UnsupportedError('Entity values are not supported.');
     } else if (value.geoPointValue != null) {
       throw UnsupportedError('GeoPoint values are not supported.');
     }
     return null;
   }

   static datastore.Entity _convertApi2DatastoreEntity(api.Entity entity) {
     var unindexedProperties = <String>{};
     var properties = <String, Object?>{};

     if (entity.properties != null) {
       entity.properties!.forEach((String name, api.Value value) {
         properties[name] = _convertApi2DatastoreProperty(value);
         if (value.excludeFromIndexes != null && value.excludeFromIndexes!) {
           unindexedProperties.add(name);
         }
       });
     }
     return datastore.Entity(_convertApi2DatastoreKey(entity.key!), properties,
         unIndexedProperties: unindexedProperties);
   }

   api.Entity _convertDatastore2ApiEntity(datastore.Entity entity,
       {bool enforceId = false}) {
     var apiEntity = api.Entity();

     apiEntity.key = _convertDatastore2ApiKey(entity.key, enforceId: enforceId);
     final properties = apiEntity.properties = {};
     if (entity.properties.isNotEmpty) {
       for (var key in entity.properties.keys) {
         var value = entity.properties[key];
         final indexed = !entity.unIndexedProperties.contains(key);
         properties[key] = _convertDatastore2ApiPropertyValue(value, indexed);
       }
     }
     return apiEntity;
   }

   static Map<datastore.FilterRelation, String> relationMapping = const {
     datastore.FilterRelation.LessThan: 'LESS_THAN',
     datastore.FilterRelation.LessThanOrEqual: 'LESS_THAN_OR_EQUAL',
     datastore.FilterRelation.Equal: 'EQUAL',
     datastore.FilterRelation.GreatherThan: 'GREATER_THAN',
     datastore.FilterRelation.GreatherThanOrEqual: 'GREATER_THAN_OR_EQUAL',
   };

   api.Filter _convertDatastore2ApiFilter(datastore.Filter filter) {
     var pf = api.PropertyFilter();
     var operator = relationMapping[filter.relation];
     if (operator == null) {
       throw ArgumentError('Unknown filter relation: ${filter.relation}.');
     }
     pf.op = operator;
     pf.property = api.PropertyReference()..name = filter.name;
     pf.value =
         _convertDatastore2ApiPropertyValue(filter.value, true, lists: false);
     return api.Filter()..propertyFilter = pf;
   }

   api.Filter _convertDatastoreAncestorKey2ApiFilter(datastore.Key key) {
     var pf = api.PropertyFilter();
     pf.op = 'HAS_ANCESTOR';
     pf.property = api.PropertyReference()..name = '__key__';
     pf.value = api.Value()
       ..keyValue = _convertDatastore2ApiKey(key, enforceId: true);
     return api.Filter()..propertyFilter = pf;
   }

   api.Filter? _convertDatastore2ApiFilters(
     List<datastore.Filter>? filters,
     datastore.Key? ancestorKey,
   ) {
     if ((filters == null || filters.isEmpty) && ancestorKey == null) {
       return null;
     }

     var compFilter = api.CompositeFilter();
     if (filters != null) {
       compFilter.filters = filters.map(_convertDatastore2ApiFilter).toList();
     }
     if (ancestorKey != null) {
       var filter = _convertDatastoreAncestorKey2ApiFilter(ancestorKey);
       if (compFilter.filters == null) {
         compFilter.filters = [filter];
       } else {
         compFilter.filters!.add(filter);
       }
     }
     compFilter.op = 'AND';
     return api.Filter()..compositeFilter = compFilter;
   }

   api.PropertyOrder _convertDatastore2ApiOrder(datastore.Order order) {
     var property = api.PropertyReference()..name = order.propertyName;
     var direction = order.direction == datastore.OrderDirection.Ascending
         ? 'ASCENDING'
         : 'DESCENDING';
     return api.PropertyOrder()
       ..direction = direction
       ..property = property;
   }

   List<api.PropertyOrder>? _convertDatastore2ApiOrders(
       List<datastore.Order>? orders) {
     if (orders == null) return null;

     return orders.map(_convertDatastore2ApiOrder).toList();
   }

   static Future<Never> _handleError(Object error, StackTrace stack) {
     if (error is api.DetailedApiRequestError) {
       if (error.status == 400) {
         return Future.error(
           datastore.ApplicationError(
             error.message ?? 'An unknown error occured',
           ),
           stack,
         );
       } else if (error.status == 409) {
         // NOTE: This is reported as:
         // "too much contention on these datastore entities"
         // TODO:
         return Future.error(datastore.TransactionAbortedError(), stack);
       } else if (error.status == 412) {
         return Future.error(datastore.NeedIndexError(), stack);
       }
     }
     return Future.error(error, stack);
   }

   @override
   Future<List<datastore.Key>> allocateIds(List<datastore.Key> keys) {
     var request = api.AllocateIdsRequest();
     request.keys = keys.map((key) {
       return _convertDatastore2ApiKey(key, enforceId: false);
     }).toList();
     return _api.projects.allocateIds(request, _project).then((response) {
       return (response.keys ?? []).map(_convertApi2DatastoreKey).toList();
     }, onError: _handleError);
   }

   @override
   Future<datastore.Transaction> beginTransaction(
       {bool crossEntityGroup = false}) {
     var request = api.BeginTransactionRequest();
     return _api.projects.beginTransaction(request, _project).then((result) {
       return TransactionImpl(result.transaction!);
     }, onError: _handleError);
   }

   @override
   Future<datastore.CommitResult> commit({
     List<datastore.Entity> inserts = const [],
     List<datastore.Entity> autoIdInserts = const [],
     List<datastore.Key> deletes = const [],
     datastore.Transaction? transaction,
   }) {
     final request = api.CommitRequest();

     if (transaction != null) {
       request.mode = 'TRANSACTIONAL';
       request.transaction = (transaction as TransactionImpl).data;
     } else {
       request.mode = 'NON_TRANSACTIONAL';
     }

     var mutations = request.mutations = <api.Mutation>[];
     if (inserts.isNotEmpty) {
       for (var i = 0; i < inserts.length; i++) {
         mutations.add(api.Mutation()
           ..upsert = _convertDatastore2ApiEntity(inserts[i], enforceId: true));
       }
     }
     var autoIdStartIndex = -1;
     if (autoIdInserts.isNotEmpty) {
       autoIdStartIndex = mutations.length;
       for (var i = 0; i < autoIdInserts.length; i++) {
         mutations.add(api.Mutation()
           ..insert =
               _convertDatastore2ApiEntity(autoIdInserts[i], enforceId: false));
       }
     }
     if (deletes.isNotEmpty) {
       for (var i = 0; i < deletes.length; i++) {
         mutations.add(api.Mutation()
           ..delete = _convertDatastore2ApiKey(deletes[i], enforceId: true));
       }
     }
     return _api.projects.commit(request, _project).then((result) {
       var keys = <datastore.Key>[];
       if (autoIdInserts.isNotEmpty) {
         assert(result.mutationResults != null);
         var mutationResults = result.mutationResults!;
         assert(autoIdStartIndex != -1);
         assert(mutationResults.length >=
             (autoIdStartIndex + autoIdInserts.length));
         keys = mutationResults
             .skip(autoIdStartIndex)
             .take(autoIdInserts.length)
             .map<datastore.Key>((r) => _convertApi2DatastoreKey(r.key!))
             .toList();
       }
       return datastore.CommitResult(keys);
     }, onError: _handleError);
   }

   @override
   Future<List<datastore.Entity?>> lookup(
     List<datastore.Key> keys, {
     datastore.Transaction? transaction,
   }) {
     var apiKeys = keys.map((key) {
       return _convertDatastore2ApiKey(key, enforceId: true);
     }).toList();
     var request = api.LookupRequest();
     request.keys = apiKeys;
     if (transaction != null) {
       // TODO: Make readOptions more configurable.
       request.readOptions = api.ReadOptions()
         ..transaction = (transaction as TransactionImpl).data;
     }
     return _api.projects.lookup(request, _project).then((response) {
       if (response.deferred != null && response.deferred!.isNotEmpty) {
         throw datastore.DatastoreError(
             'Could not successfully look up all keys due to resource '
             'constraints.');
       }

       // NOTE: This is worst-case O(n^2)!
       // Maybe we can optimize this somehow. But the API says:
       //  message LookupResponse {
       //    // The order of results in these fields is undefined and has no relation to
       //    // the order of the keys in the input.
       //
       //    // Entities found as ResultType.FULL entities.
       //    repeated EntityResult found = 1;
       //
       //    // Entities not found as ResultType.KEY_ONLY entities.
       //    repeated EntityResult missing = 2;
       //
       //    // A list of keys that were not looked up due to resource constraints.
       //    repeated Key deferred = 3;
       //  }
       var entities = List<datastore.Entity?>.filled(apiKeys.length, null);
       for (var i = 0; i < apiKeys.length; i++) {
         var apiKey = apiKeys[i];

         var found = false;

         if (response.found != null) {
           for (var result in response.found!) {
             if (_compareApiKey(apiKey, result.entity!.key!)) {
               entities[i] = _convertApi2DatastoreEntity(result.entity!);
               found = true;
               break;
             }
           }
         }

         if (found) continue;

         if (response.missing != null) {
           for (var result in response.missing!) {
             if (_compareApiKey(apiKey, result.entity!.key!)) {
               entities[i] = null;
               found = true;
               break;
             }
           }
         }

         if (!found) {
           throw datastore.DatastoreError('Invalid server response: '
               'Tried to lookup ${apiKey.toJson()} but entity was neither in '
               'missing nor in found.');
         }
       }
       return entities;
     }, onError: _handleError);
   }

   @override
   Future<Page<datastore.Entity>> query(
     datastore.Query query, {
     datastore.Partition partition = datastore.Partition.DEFAULT,
     datastore.Transaction? transaction,
   }) {
     // NOTE: We explicitly do not set 'limit' here, since this is handled by
     // QueryPageImpl.runQuery.
     var apiQuery = api.Query()
       ..filter = _convertDatastore2ApiFilters(query.filters, query.ancestorKey)
       ..order = _convertDatastore2ApiOrders(query.orders)
       ..offset = query.offset;

     if (query.kind != null) {
       apiQuery.kind = [api.KindExpression()..name = query.kind];
     }

     var request = api.RunQueryRequest();
     request.query = apiQuery;
     if (transaction != null) {
       // TODO: Make readOptions more configurable.
       request.readOptions = api.ReadOptions()
         ..transaction = (transaction as TransactionImpl).data;
     }
     if (partition != datastore.Partition.DEFAULT) {
       request.partitionId = api.PartitionId()
         ..namespaceId = partition.namespace;
     }

     return QueryPageImpl.runQuery(_api, _project, request, query.limit)
         .catchError(_handleError);
   }

   @override
   Future rollback(datastore.Transaction transaction) {
     // TODO: Handle [transaction]
     var request = api.RollbackRequest()
       ..transaction = (transaction as TransactionImpl).data;
     return _api.projects.rollback(request, _project).catchError(_handleError);
   }
 }

 class QueryPageImpl implements Page<datastore.Entity> {
   static const int _maxEntitiesPerResponse = 2000;

   final api.DatastoreApi _api;
   final String _project;
   final api.RunQueryRequest _nextRequest;
   final List<datastore.Entity> _entities;
   final bool _isLast;

   // This might be `null` in which case we request as many as we can get.
   final int? _remainingNumberOfEntities;

   QueryPageImpl(this._api, this._project, this._nextRequest, this._entities,
       this._isLast, this._remainingNumberOfEntities);

   static Future<QueryPageImpl> runQuery(api.DatastoreApi api, String project,
       api.RunQueryRequest request, int? limit,
       {int batchSize = _maxEntitiesPerResponse}) {
     if (limit != null && limit < batchSize) {
       batchSize = limit;
     }

     request.query!.limit = batchSize;

     return api.projects.runQuery(request, project).then((response) {
       var returnedEntities = const <datastore.Entity>[];

       final batch = response.batch!;
       if (batch.entityResults != null) {
         returnedEntities = batch.entityResults!
             .map((result) => result.entity!)
             .map(DatastoreImpl._convertApi2DatastoreEntity)
             .toList();
       }

       // This check is only necessary for the first request/response pair
       // (if offset was supplied).
       if (request.query!.offset != null &&
           request.query!.offset! > 0 &&
           request.query!.offset != batch.skippedResults) {
         throw datastore.DatastoreError(
             'Server did not skip over the specified ${request.query!.offset} '
             'entities.');
       }

       if (limit != null && returnedEntities.length > limit) {
         throw datastore.DatastoreError(
             'Server returned more entities then the limit for the request'
             '(${request.query!.limit}) was.');
       }

       // FIXME: TODO: Big hack!
       // It looks like Apiary/Atlas is currently broken.
       /*
       if (limit != null &&
           returnedEntities.length < batchSize &&
           response.batch.moreResults == 'MORE_RESULTS_AFTER_LIMIT') {
         throw new datastore.DatastoreError(
             'Server returned response with less entities then the limit was, '
             'but signals there are more results after the limit.');
       }
       */

       // In case a limit was specified, we need to subtraction the number of
       // entities we already got.
       // (the checks above guarantee that this subtraction is >= 0).
       int? remainingEntities;
       if (limit != null) {
         remainingEntities = limit - returnedEntities.length;
       }

       // If the server signals there are more entities and we either have no
       // limit or our limit has not been reached, we set `moreBatches` to
       // `true`.
       var moreBatches = (remainingEntities == null || remainingEntities > 0) &&
           batch.moreResults == 'MORE_RESULTS_AFTER_LIMIT';

       var gotAll = limit != null && remainingEntities == 0;
       var noMore = batch.moreResults == 'NO_MORE_RESULTS';
       var isLast = gotAll || noMore;

       // As a sanity check, we assert that `moreBatches XOR isLast`.
       assert(isLast != moreBatches);

       // FIXME: TODO: Big hack!
       // It looks like Apiary/Atlas is currently broken.
       if (moreBatches && returnedEntities.isEmpty) {
         print('Warning: Api to Google Cloud Datastore returned bogus response. '
             'Trying a workaround.');
         isLast = true;
         moreBatches = false;
       }

       if (!isLast && batch.endCursor == null) {
         throw datastore.DatastoreError(
             'Server did not supply an end cursor, even though the query '
             'is not done.');
       }

       if (isLast) {
         return QueryPageImpl(
             api, project, request, returnedEntities, true, null);
       } else {
         // NOTE: We reuse the old RunQueryRequest object here .

         // The offset will be 0 from now on, since the first request will have
         // skipped over the first `offset` results.
         request.query!.offset = 0;

         // Furthermore we set the startCursor to the endCursor of the previous
         // result batch, so we can continue where we left off.
         request.query!.startCursor = batch.endCursor;

         return QueryPageImpl(
             api, project, request, returnedEntities, false, remainingEntities);
       }
     });
   }

   @override
   bool get isLast => _isLast;

   @override
   List<datastore.Entity> get items => _entities;

   @override
   Future<Page<datastore.Entity>> next({int? pageSize}) async {
     // NOTE: We do not respect [pageSize] here, the only mechanism we can
     // really use is `query.limit`, but this is user-specified when making
     // the query.
     throwIfIsLast();

     return QueryPageImpl.runQuery(
             _api, _project, _nextRequest, _remainingNumberOfEntities)
         .catchError(DatastoreImpl._handleError);
   }
 }
	// Copyright (c) 2014, the Dart project authors. Please see the AUTHORS file
	// for details. All rights reserved. Use of this source code is governed by a
	// BSD-style license that can be found in the LICENSE file.

	import 'dart:async';

	import 'package:googleapis/datastore/v1.dart' as api;
	import 'package:http/http.dart' as http;

	import '../common.dart' show Page;
	import '../datastore.dart' as datastore;
	import 'common_utils.dart';

	class TransactionImpl implements datastore.Transaction {
	final String data;

	TransactionImpl(this.data);
	}

	class DatastoreImpl implements datastore.Datastore {
	static const List<String> scopes = <String>[
	api.DatastoreApi.datastoreScope,
	api.DatastoreApi.cloudPlatformScope,
	];

	final api.DatastoreApi _api;
	final String _project;

	/// The [project] parameter is the name of the cloud project (it should not
	/// start with a `s~`).
	DatastoreImpl(http.Client client, String project)
	: _api = api.DatastoreApi(client),
	_project = project;

	api.Key _convertDatastore2ApiKey(datastore.Key key, {bool enforceId = true}) {
	var apiKey = api.Key();

	apiKey.partitionId = api.PartitionId()
	..projectId = _project
	..namespaceId = key.partition.namespace;

	apiKey.path = key.elements.map((datastore.KeyElement element) {
	final part = api.PathElement();
	part.kind = element.kind;
	final id = element.id;
	if (id is int) {
	part.id = '$id';
	} else if (id is String) {
	part.name = id;
	} else if (enforceId) {
	throw datastore.ApplicationError(
	'Error while encoding entity key: Using `null` as the id is not '
	'allowed.');
	}
	return part;
	}).toList();

	return apiKey;
	}

	static datastore.Key _convertApi2DatastoreKey(api.Key key) {
	var elements = key.path!.map((api.PathElement element) {
	if (element.id != null) {
	return datastore.KeyElement(element.kind!, int.parse(element.id!));
	} else if (element.name != null) {
	return datastore.KeyElement(element.kind!, element.name);
	} else {
	throw datastore.DatastoreError(
	'Invalid server response: Expected allocated name/id.');
	}
	}).toList();

	var partition = datastore.Partition.DEFAULT;
	if (key.partitionId != null) {
	partition = datastore.Partition(key.partitionId!.namespaceId);
	// TODO: assert projectId.
	}
	return datastore.Key(elements, partition: partition);
	}

	bool _compareApiKey(api.Key a, api.Key b) {
	if (a.path!.length != b.path!.length) return false;

	// FIXME(Issue #2): Is this comparison working correctly?
	if (a.partitionId != null) {
	if (b.partitionId == null) {
	return false;
	}
	if (a.partitionId!.projectId != b.partitionId!.projectId) {
	return false;
	}
	if (a.partitionId!.namespaceId != b.partitionId!.namespaceId) {
	return false;
	}
	} else if (b.partitionId != null) {
	return false;
	}

	for (var i = 0; i < a.path!.length; i++) {
	if (a.path![i].id != b.path![i].id \|\|
	a.path![i].name != b.path![i].name \|\|
	a.path![i].kind != b.path![i].kind) return false;
	}
	return true;
	}

	api.Value _convertDatastore2ApiPropertyValue(value, bool indexed,
	{bool lists = true}) {
	var apiValue = api.Value()..excludeFromIndexes = !indexed;
	if (value == null) {
	return apiValue..nullValue = 'NULL_VALUE';
	} else if (value is bool) {
	return apiValue..booleanValue = value;
	} else if (value is int) {
	return apiValue..integerValue = '$value';
	} else if (value is double) {
	return apiValue..doubleValue = value;
	} else if (value is String) {
	return apiValue..stringValue = value;
	} else if (value is DateTime) {
	return apiValue..timestampValue = value.toIso8601String();
	} else if (value is datastore.BlobValue) {
	return apiValue..blobValueAsBytes = value.bytes;
	} else if (value is datastore.Key) {
	return apiValue
	..keyValue = _convertDatastore2ApiKey(value, enforceId: false);
	} else if (value is List) {
	if (!lists) {
	// FIXME(Issue #3): Consistently handle exceptions.
	throw Exception('List values are not allowed.');
	}

	api.Value convertItem(i) =>
	_convertDatastore2ApiPropertyValue(i, indexed, lists: false);

	return api.Value()
	..arrayValue =
	(api.ArrayValue()..values = value.map(convertItem).toList());
	} else {
	throw UnsupportedError(
	'Types ${value.runtimeType} cannot be used for serializing.');
	}
	}

	static dynamic _convertApi2DatastoreProperty(api.Value value) {
	if (value.booleanValue != null) {
	return value.booleanValue;
	} else if (value.integerValue != null) {
	return int.parse(value.integerValue!);
	} else if (value.doubleValue != null) {
	return value.doubleValue;
	} else if (value.stringValue != null) {
	return value.stringValue;
	} else if (value.timestampValue != null) {
	return DateTime.parse(value.timestampValue!);
	} else if (value.blobValue != null) {
	return datastore.BlobValue(value.blobValueAsBytes);
	} else if (value.keyValue != null) {
	return _convertApi2DatastoreKey(value.keyValue!);
	} else if (value.arrayValue != null && value.arrayValue!.values != null) {
	return value.arrayValue!.values!
	.map(_convertApi2DatastoreProperty)
	.toList();
	} else if (value.entityValue != null) {
	throw UnsupportedError('Entity values are not supported.');
	} else if (value.geoPointValue != null) {
	throw UnsupportedError('GeoPoint values are not supported.');
	}
	return null;
	}

	static datastore.Entity _convertApi2DatastoreEntity(api.Entity entity) {
	var unindexedProperties = <String>{};
	var properties = <String, Object?>{};

	if (entity.properties != null) {
	entity.properties!.forEach((String name, api.Value value) {
	properties[name] = _convertApi2DatastoreProperty(value);
	if (value.excludeFromIndexes != null && value.excludeFromIndexes!) {
	unindexedProperties.add(name);
	}
	});
	}
	return datastore.Entity(_convertApi2DatastoreKey(entity.key!), properties,
	unIndexedProperties: unindexedProperties);
	}

	api.Entity _convertDatastore2ApiEntity(datastore.Entity entity,
	{bool enforceId = false}) {
	var apiEntity = api.Entity();

	apiEntity.key = _convertDatastore2ApiKey(entity.key, enforceId: enforceId);
	final properties = apiEntity.properties = {};
	if (entity.properties.isNotEmpty) {
	for (var key in entity.properties.keys) {
	var value = entity.properties[key];
	final indexed = !entity.unIndexedProperties.contains(key);
	properties[key] = _convertDatastore2ApiPropertyValue(value, indexed);
	}
	}
	return apiEntity;
	}

	static Map<datastore.FilterRelation, String> relationMapping = const {
	datastore.FilterRelation.LessThan: 'LESS_THAN',
	datastore.FilterRelation.LessThanOrEqual: 'LESS_THAN_OR_EQUAL',
	datastore.FilterRelation.Equal: 'EQUAL',
	datastore.FilterRelation.GreatherThan: 'GREATER_THAN',
	datastore.FilterRelation.GreatherThanOrEqual: 'GREATER_THAN_OR_EQUAL',
	};

	api.Filter _convertDatastore2ApiFilter(datastore.Filter filter) {
	var pf = api.PropertyFilter();
	var operator = relationMapping[filter.relation];
	if (operator == null) {
	throw ArgumentError('Unknown filter relation: ${filter.relation}.');
	}
	pf.op = operator;
	pf.property = api.PropertyReference()..name = filter.name;
	pf.value =
	_convertDatastore2ApiPropertyValue(filter.value, true, lists: false);
	return api.Filter()..propertyFilter = pf;
	}

	api.Filter _convertDatastoreAncestorKey2ApiFilter(datastore.Key key) {
	var pf = api.PropertyFilter();
	pf.op = 'HAS_ANCESTOR';
	pf.property = api.PropertyReference()..name = '__key__';
	pf.value = api.Value()
	..keyValue = _convertDatastore2ApiKey(key, enforceId: true);
	return api.Filter()..propertyFilter = pf;
	}

	api.Filter? _convertDatastore2ApiFilters(
	List<datastore.Filter>? filters,
	datastore.Key? ancestorKey,
	) {
	if ((filters == null \|\| filters.isEmpty) && ancestorKey == null) {
	return null;
	}

	var compFilter = api.CompositeFilter();
	if (filters != null) {
	compFilter.filters = filters.map(_convertDatastore2ApiFilter).toList();
	}
	if (ancestorKey != null) {
	var filter = _convertDatastoreAncestorKey2ApiFilter(ancestorKey);
	if (compFilter.filters == null) {
	compFilter.filters = [filter];
	} else {
	compFilter.filters!.add(filter);
	}
	}
	compFilter.op = 'AND';
	return api.Filter()..compositeFilter = compFilter;
	}

	api.PropertyOrder _convertDatastore2ApiOrder(datastore.Order order) {
	var property = api.PropertyReference()..name = order.propertyName;
	var direction = order.direction == datastore.OrderDirection.Ascending
	? 'ASCENDING'
	: 'DESCENDING';
	return api.PropertyOrder()
	..direction = direction
	..property = property;
	}

	List<api.PropertyOrder>? _convertDatastore2ApiOrders(
	List<datastore.Order>? orders) {
	if (orders == null) return null;

	return orders.map(_convertDatastore2ApiOrder).toList();
	}

	static Future<Never> _handleError(Object error, StackTrace stack) {
	if (error is api.DetailedApiRequestError) {
	if (error.status == 400) {
	return Future.error(
	datastore.ApplicationError(
	error.message ?? 'An unknown error occured',
	),
	stack,
	);
	} else if (error.status == 409) {
	// NOTE: This is reported as:
	// "too much contention on these datastore entities"
	// TODO:
	return Future.error(datastore.TransactionAbortedError(), stack);
	} else if (error.status == 412) {
	return Future.error(datastore.NeedIndexError(), stack);
	}
	}
	return Future.error(error, stack);
	}

	@override
	Future<List<datastore.Key>> allocateIds(List<datastore.Key> keys) {
	var request = api.AllocateIdsRequest();
	request.keys = keys.map((key) {
	return _convertDatastore2ApiKey(key, enforceId: false);
	}).toList();
	return _api.projects.allocateIds(request, _project).then((response) {
	return (response.keys ?? []).map(_convertApi2DatastoreKey).toList();
	}, onError: _handleError);
	}

	@override
	Future<datastore.Transaction> beginTransaction(
	{bool crossEntityGroup = false}) {
	var request = api.BeginTransactionRequest();
	return _api.projects.beginTransaction(request, _project).then((result) {
	return TransactionImpl(result.transaction!);
	}, onError: _handleError);
	}

	@override
	Future<datastore.CommitResult> commit({
	List<datastore.Entity> inserts = const [],
	List<datastore.Entity> autoIdInserts = const [],
	List<datastore.Key> deletes = const [],
	datastore.Transaction? transaction,
	}) {
	final request = api.CommitRequest();

	if (transaction != null) {
	request.mode = 'TRANSACTIONAL';
	request.transaction = (transaction as TransactionImpl).data;
	} else {
	request.mode = 'NON_TRANSACTIONAL';
	}

	var mutations = request.mutations = <api.Mutation>[];
	if (inserts.isNotEmpty) {
	for (var i = 0; i < inserts.length; i++) {
	mutations.add(api.Mutation()
	..upsert = _convertDatastore2ApiEntity(inserts[i], enforceId: true));
	}
	}
	var autoIdStartIndex = -1;
	if (autoIdInserts.isNotEmpty) {
	autoIdStartIndex = mutations.length;
	for (var i = 0; i < autoIdInserts.length; i++) {
	mutations.add(api.Mutation()
	..insert =
	_convertDatastore2ApiEntity(autoIdInserts[i], enforceId: false));
	}
	}
	if (deletes.isNotEmpty) {
	for (var i = 0; i < deletes.length; i++) {
	mutations.add(api.Mutation()
	..delete = _convertDatastore2ApiKey(deletes[i], enforceId: true));
	}
	}
	return _api.projects.commit(request, _project).then((result) {
	var keys = <datastore.Key>[];
	if (autoIdInserts.isNotEmpty) {
	assert(result.mutationResults != null);
	var mutationResults = result.mutationResults!;
	assert(autoIdStartIndex != -1);
	assert(mutationResults.length >=
	(autoIdStartIndex + autoIdInserts.length));
	keys = mutationResults
	.skip(autoIdStartIndex)
	.take(autoIdInserts.length)
	.map<datastore.Key>((r) => _convertApi2DatastoreKey(r.key!))
	.toList();
	}
	return datastore.CommitResult(keys);
	}, onError: _handleError);
	}

	@override
	Future<List<datastore.Entity?>> lookup(
	List<datastore.Key> keys, {
	datastore.Transaction? transaction,
	}) {
	var apiKeys = keys.map((key) {
	return _convertDatastore2ApiKey(key, enforceId: true);
	}).toList();
	var request = api.LookupRequest();
	request.keys = apiKeys;
	if (transaction != null) {
	// TODO: Make readOptions more configurable.
	request.readOptions = api.ReadOptions()
	..transaction = (transaction as TransactionImpl).data;
	}
	return _api.projects.lookup(request, _project).then((response) {
	if (response.deferred != null && response.deferred!.isNotEmpty) {
	throw datastore.DatastoreError(
	'Could not successfully look up all keys due to resource '
	'constraints.');
	}

	// NOTE: This is worst-case O(n^2)!
	// Maybe we can optimize this somehow. But the API says:
	// message LookupResponse {
	// // The order of results in these fields is undefined and has no relation to
	// // the order of the keys in the input.
	//
	// // Entities found as ResultType.FULL entities.
	// repeated EntityResult found = 1;
	//
	// // Entities not found as ResultType.KEY_ONLY entities.
	// repeated EntityResult missing = 2;
	//
	// // A list of keys that were not looked up due to resource constraints.
	// repeated Key deferred = 3;
	// }
	var entities = List<datastore.Entity?>.filled(apiKeys.length, null);
	for (var i = 0; i < apiKeys.length; i++) {
	var apiKey = apiKeys[i];

	var found = false;

	if (response.found != null) {
	for (var result in response.found!) {
	if (_compareApiKey(apiKey, result.entity!.key!)) {
	entities[i] = _convertApi2DatastoreEntity(result.entity!);
	found = true;
	break;
	}
	}
	}

	if (found) continue;

	if (response.missing != null) {
	for (var result in response.missing!) {
	if (_compareApiKey(apiKey, result.entity!.key!)) {
	entities[i] = null;
	found = true;
	break;
	}
	}
	}

	if (!found) {
	throw datastore.DatastoreError('Invalid server response: '
	'Tried to lookup ${apiKey.toJson()} but entity was neither in '
	'missing nor in found.');
	}
	}
	return entities;
	}, onError: _handleError);
	}

	@override
	Future<Page<datastore.Entity>> query(
	datastore.Query query, {
	datastore.Partition partition = datastore.Partition.DEFAULT,
	datastore.Transaction? transaction,
	}) {
	// NOTE: We explicitly do not set 'limit' here, since this is handled by
	// QueryPageImpl.runQuery.
	var apiQuery = api.Query()
	..filter = _convertDatastore2ApiFilters(query.filters, query.ancestorKey)
	..order = _convertDatastore2ApiOrders(query.orders)
	..offset = query.offset;

	if (query.kind != null) {
	apiQuery.kind = [api.KindExpression()..name = query.kind];
	}

	var request = api.RunQueryRequest();
	request.query = apiQuery;
	if (transaction != null) {
	// TODO: Make readOptions more configurable.
	request.readOptions = api.ReadOptions()
	..transaction = (transaction as TransactionImpl).data;
	}
	if (partition != datastore.Partition.DEFAULT) {
	request.partitionId = api.PartitionId()
	..namespaceId = partition.namespace;
	}

	return QueryPageImpl.runQuery(_api, _project, request, query.limit)
	.catchError(_handleError);
	}

	@override
	Future rollback(datastore.Transaction transaction) {
	// TODO: Handle [transaction]
	var request = api.RollbackRequest()
	..transaction = (transaction as TransactionImpl).data;
	return _api.projects.rollback(request, _project).catchError(_handleError);
	}
	}

	class QueryPageImpl implements Page<datastore.Entity> {
	static const int _maxEntitiesPerResponse = 2000;

	final api.DatastoreApi _api;
	final String _project;
	final api.RunQueryRequest _nextRequest;
	final List<datastore.Entity> _entities;
	final bool _isLast;

	// This might be `null` in which case we request as many as we can get.
	final int? _remainingNumberOfEntities;

	QueryPageImpl(this._api, this._project, this._nextRequest, this._entities,
	this._isLast, this._remainingNumberOfEntities);

	static Future<QueryPageImpl> runQuery(api.DatastoreApi api, String project,
	api.RunQueryRequest request, int? limit,
	{int batchSize = _maxEntitiesPerResponse}) {
	if (limit != null && limit < batchSize) {
	batchSize = limit;
	}

	request.query!.limit = batchSize;

	return api.projects.runQuery(request, project).then((response) {
	var returnedEntities = const <datastore.Entity>[];

	final batch = response.batch!;
	if (batch.entityResults != null) {
	returnedEntities = batch.entityResults!
	.map((result) => result.entity!)
	.map(DatastoreImpl._convertApi2DatastoreEntity)
	.toList();
	}

	// This check is only necessary for the first request/response pair
	// (if offset was supplied).
	if (request.query!.offset != null &&
	request.query!.offset! > 0 &&
	request.query!.offset != batch.skippedResults) {
	throw datastore.DatastoreError(
	'Server did not skip over the specified ${request.query!.offset} '
	'entities.');
	}

	if (limit != null && returnedEntities.length > limit) {
	throw datastore.DatastoreError(
	'Server returned more entities then the limit for the request'
	'(${request.query!.limit}) was.');
	}

	// FIXME: TODO: Big hack!
	// It looks like Apiary/Atlas is currently broken.
	/*
	if (limit != null &&
	returnedEntities.length < batchSize &&
	response.batch.moreResults == 'MORE_RESULTS_AFTER_LIMIT') {
	throw new datastore.DatastoreError(
	'Server returned response with less entities then the limit was, '
	'but signals there are more results after the limit.');
	}
	*/

	// In case a limit was specified, we need to subtraction the number of
	// entities we already got.
	// (the checks above guarantee that this subtraction is >= 0).
	int? remainingEntities;
	if (limit != null) {
	remainingEntities = limit - returnedEntities.length;
	}

	// If the server signals there are more entities and we either have no
	// limit or our limit has not been reached, we set `moreBatches` to
	// `true`.
	var moreBatches = (remainingEntities == null \|\| remainingEntities > 0) &&
	batch.moreResults == 'MORE_RESULTS_AFTER_LIMIT';

	var gotAll = limit != null && remainingEntities == 0;
	var noMore = batch.moreResults == 'NO_MORE_RESULTS';
	var isLast = gotAll \|\| noMore;

	// As a sanity check, we assert that `moreBatches XOR isLast`.
	assert(isLast != moreBatches);

	// FIXME: TODO: Big hack!
	// It looks like Apiary/Atlas is currently broken.
	if (moreBatches && returnedEntities.isEmpty) {
	print('Warning: Api to Google Cloud Datastore returned bogus response. '
	'Trying a workaround.');
	isLast = true;
	moreBatches = false;
	}

	if (!isLast && batch.endCursor == null) {
	throw datastore.DatastoreError(
	'Server did not supply an end cursor, even though the query '
	'is not done.');
	}

	if (isLast) {
	return QueryPageImpl(
	api, project, request, returnedEntities, true, null);
	} else {
	// NOTE: We reuse the old RunQueryRequest object here .

	// The offset will be 0 from now on, since the first request will have
	// skipped over the first `offset` results.
	request.query!.offset = 0;

	// Furthermore we set the startCursor to the endCursor of the previous
	// result batch, so we can continue where we left off.
	request.query!.startCursor = batch.endCursor;

	return QueryPageImpl(
	api, project, request, returnedEntities, false, remainingEntities);
	}
	});
	}

	@override
	bool get isLast => _isLast;

	@override
	List<datastore.Entity> get items => _entities;

	@override
	Future<Page<datastore.Entity>> next({int? pageSize}) async {
	// NOTE: We do not respect [pageSize] here, the only mechanism we can
	// really use is `query.limit`, but this is user-specified when making
	// the query.
	throwIfIsLast();

	return QueryPageImpl.runQuery(
	_api, _project, _nextRequest, _remainingNumberOfEntities)
	.catchError(DatastoreImpl._handleError);
	}
	}