diff --git a/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/main/input.gql b/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/main/input.gql index bb9b46b78467..4e57c36f97c9 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/main/input.gql +++ b/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/main/input.gql @@ -263,6 +263,10 @@ input Movie_Data { ✨ `_expr` server value variant of `title` (✨ Generated from Field `Movie`.`title` of type `String!`) """ title_expr: String_Expr @fdc_forbiddenInVariables + """ + ✨ Generated from Field `Movie`.`directedBies_on_movie` of type `[DirectedBy!]!` + """ + directedBies_on_movie: [DirectedBy_Data!] } """ ✨ Generated filter input type for table 'Movie'. This input allows filtering objects using various conditions. Use `_or`, `_and`, and `_not` to compose complex filters. @@ -542,6 +546,10 @@ input Person_Data { ✨ `_expr` server value variant of `name` (✨ Generated from Field `Person`.`name` of type `String!`) """ name_expr: String_Expr @fdc_forbiddenInVariables + """ + ✨ Generated from Field `Person`.`directedBies_on_directedby` of type `[DirectedBy!]!` + """ + directedBies_on_directedby: [DirectedBy_Data!] } """ ✨ Generated filter input type for table 'Person'. This input allows filtering objects using various conditions. Use `_or`, `_and`, and `_not` to compose complex filters. diff --git a/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/prelude.gql b/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/prelude.gql index ebd062ea55f7..61ecc0cd35c1 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/prelude.gql +++ b/packages/firebase_data_connect/firebase_data_connect/example/dataconnect/.dataconnect/schema/prelude.gql @@ -40,7 +40,7 @@ The `@auth` directive defines the authentication policy for a query or mutation. It must be added to any operation that you wish to be accessible from a client application. If not specified, the operation defaults to `@auth(level: NO_ACCESS)`. -Refer to [Data Connect Auth Guide](https://firebase.google.com/docs/data-connect/authorization-and-security) for the best practices. +Refer to [SQL Connect Auth Guide](https://firebase.google.com/docs/sql-connect/authorization-and-security) for the best practices. """ directive @auth( """ @@ -152,7 +152,7 @@ directive @check( """ Marks an element of a GraphQL operation as no longer supported for client use. -The Firebase Data Connect backend will continue supporting this element, +The Firebase SQL Connect backend will continue supporting this element, but it will no longer be visible in the generated SDKs. """ directive @retired( @@ -883,31 +883,45 @@ type _Metadata { """ **SQL_Query**: A scalar representing a PostgreSQL SQL Data Query Language (DQL) statement. +Values can also be expressions using `_expr` (e.g., `{_expr: "vars.my_query"}`) +to inject dynamic server values. -To guard against SQL injection, the SQL statement must be a **string literal** embedded directly within the GraphQL operation. It **cannot** be provided as a GraphQL variable. +To guard against SQL injection, the SQL statement must be a **string literal** +embedded directly within the GraphQL operation. It **cannot** be provided as a +GraphQL variable. **Constraints:** * Only Data Query Language (DQL) statements (e.g., `SELECT`, `TABLE`) are permitted. -* Data Definition Language (DDL) statements (e.g., `CREATE`, `ALTER`, `DROP`) are **not** allowed. -* Data Manipulation Language (DML) statements (e.g., `INSERT`, `UPDATE`, `DELETE`) are **not** allowed. +* Data Definition Language (DDL) statements (e.g., `CREATE`, `ALTER`, `DROP`) + are **not** allowed. +* Data Manipulation Language (DML) statements (e.g., `INSERT`, `UPDATE`, + `DELETE`) are **not** allowed. """ scalar SQL_Query @fdc_sqlExpression @fdc_forbiddenAsVariableType @fdc_forbiddenAsFieldType - @fdc_example(value: "SELECT id, content FROM items WHERE id = $1", description: "Select items by ID.") + @fdc_example(value: "SELECT id, content FROM items WHERE id = $1", description: "Select by ID.") @fdc_example(value: "TABLE items", description: "Select all from items.") """ -**SQL_Mutation**: A scalar representing a PostgreSQL SQL Data Manipulation Language (DML) statement. +**SQL_Mutation**: A scalar representing a PostgreSQL SQL Data Manipulation +Language (DML) statement. +Values can also be expressions using `_expr` (e.g., `{_expr: "vars.my_mutation"}` +or `{_expr: "response.step1.id"}`) +to inject dynamic server values or reference results from previous steps in a mutation transaction. -To guard against SQL injection, the SQL statement must be a **string literal** embedded directly within the GraphQL operation. It **cannot** be provided as a GraphQL variable. +To guard against SQL injection, the SQL statement must be a **string literal** +embedded directly within the GraphQL operation. It **cannot** be provided as a +GraphQL variable. **Constraints:** -* Only Data Manipulation Language (DML) statements (e.g., `INSERT`, `UPDATE`, `DELETE`) are permitted. -* Data Definition Language (DDL) statements (e.g., `CREATE`, `ALTER`, `DROP`) are **not** allowed. +* Only Data Manipulation Language (DML) statements (e.g., `INSERT`, `UPDATE`, + `DELETE`) are permitted. +* Data Definition Language (DDL) statements (e.g., `CREATE`, `ALTER`, `DROP`) + are **not** allowed. """ scalar SQL_Mutation @fdc_sqlExpression @@ -917,12 +931,17 @@ scalar SQL_Mutation @fdc_example(value: "INSERT INTO new_table (col1, col2) VALUES ($1, $2) RETURNING *", description: "Insert and return all columns.") """ -A list of values to bind to the `$1`, `$2`, etc. placeholders in the SQL statement, in order. +A list of values to bind to the `$1`, `$2`, etc. placeholders in the SQL +statement, in order. Values can also be expressions using `_expr` +(e.g., `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject +dynamic server values. """ scalar SQL_Params @fdc_forbiddenAsVariableType @fdc_forbiddenAsFieldType @fdc_example(value: ["user123", "active"], description: "List of values for $1, $2, etc.") + @fdc_example(value: [{_expr: "auth.uid"}, "active"], description: "List of values using an expression for the first parameter.") + @fdc_example(value: [{_expr: "response.step1.id"}, "active"], description: "Reference results from previous steps.") extend type Query { """ @@ -941,15 +960,21 @@ extend type Query { } ``` - **Returns:** A JSON array of objects. The structure is derived from the `SELECT` statement's columns. + **Returns:** A JSON array of objects. The structure is derived from the + `SELECT` statement's columns. """ _select( """ - The SQL DQL statement to execute. This must be a **string literal** defined directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for values provided in the `params` argument. + The SQL DQL statement to execute. This must be a **string literal** defined + directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for + the values provided in the `params` argument. """ sql: SQL_Query!, """ - A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, in order. Values can also be expressions using `_expr` (e.g., `{_expr: "auth.uid"}`) to inject dynamic values. + A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, + in order. Values can also be expressions using `_expr` (e.g., + `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject dynamic + values. """ params: SQL_Params ): [Any] @@ -979,7 +1004,10 @@ extend type Query { """ sql: SQL_Query!, """ - A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, in order. Values can also be expressions using `_expr` (e.g., `{_expr: "auth.uid"}`) to inject dynamic values. + A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, + in order. Values can also be expressions using `_expr` (e.g., + `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject dynamic + values. """ params: SQL_Params ): Any @@ -1005,11 +1033,16 @@ extend type Mutation { """ _executeReturning( """ - The SQL statement to execute. This must be a **string literal** defined directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for values provided in the `params` argument. + The SQL statement to execute. This must be a **string literal** defined + directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for + values provided in the `params` argument. """ sql: SQL_Mutation!, """ - A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, in order. Values can also be expressions using `_expr` (e.g., `{_expr: "auth.uid"}`) to inject dynamic values. + A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, + in order. Values can also be expressions using `_expr` (e.g., + `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject dynamic + values. """ params: SQL_Params ): [Any] @@ -1024,28 +1057,36 @@ extend type Mutation { ```graphql mutation MyCustomUpdate { _executeReturningFirst( - sql: "UPDATE my_table SET status = $1 WHERE id = $2 AND user_id = $3 RETURNING *", + sql: "UPDATE my_table SET status = $1 WHERE id = $2 AND user_id = $3 + RETURNING *", params: ["inactive", 123, {_expr: "auth.uid"}] ) } ``` - **Returns:** A single JSON object or `null`, representing a row from the `RETURNING` clause. + **Returns:** A single JSON object or `null`, representing a row from the + `RETURNING` clause. """ _executeReturningFirst( """ - The SQL DML statement with a `RETURNING *` clause. This must be a **string literal** defined directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for values provided in the `params` argument. + The SQL DML statement with a `RETURNING *` clause. This must be a **string + literal** defined directly in the GraphQL operation. Use `$1`, `$2`, etc. + as placeholders for values provided in the `params` argument. """ sql: SQL_Mutation!, """ - A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, in order. Values can also be expressions using `_expr` (e.g., `{_expr: "auth.uid"}`) to inject dynamic values. + A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, + in order. Values can also be expressions using `_expr` (e.g., + `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject dynamic + values. """ params: SQL_Params ): Any """ - Executes a SQL DML statement (e.g., INSERT, UPDATE, DELETE) where the primary result is the number of affected rows. - RETURNING clauses in the SQL will be ignored in the output of this field. + Executes a SQL DML statement (e.g., INSERT, UPDATE, DELETE) where the primary + result is the number of affected rows.RETURNING clauses in the SQL will be + ignored in the output of this field. **Usage:** @@ -1062,11 +1103,16 @@ extend type Mutation { """ _execute( """ - The SQL statement to execute. This must be a **string literal** defined directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for values provided in the `params` argument. + The SQL statement to execute. This must be a **string literal** defined + directly in the GraphQL operation. Use `$1`, `$2`, etc. as placeholders for + values provided in the `params` argument. """ sql: SQL_Mutation!, """ - A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, in order. Values can also be expressions using `_expr` (e.g., `{_expr: "auth.uid"}`) to inject dynamic values. + A list of values to bind to the `$1`, `$2`, etc. placeholders in the `sql`, + in order. Values can also be expressions using `_expr` (e.g., + `{_expr: "auth.uid"}` or `{_expr: "response.step1.id"}`) to inject dynamic + values. """ params: SQL_Params ): Int @@ -1377,7 +1423,7 @@ type TableName @table { myField: String } ``` -Data Connect adds an implicit `id` primary key column. So the above schema is equivalent to: +SQL Connect adds an implicit `id` primary key column. So the above schema is equivalent to: ```graphql type TableName @table(key: "id") { @@ -1386,7 +1432,7 @@ type TableName @table(key: "id") { } ``` -Data Connect generates the following SQL table and CRUD operations to use it. +SQL Connect generates the following SQL table and CRUD operations to use it. ```sql CREATE TABLE "public"."table_name" ( @@ -1445,7 +1491,7 @@ directive @table( plural: String """ Defines the primary key of the table. Defaults to a single field named `id`. - If not present already, Data Connect adds an implicit field `id: UUID! @default(expr: "uuidV4()")`. + If not present already, SQL Connect adds an implicit field `id: UUID! @default(expr: "uuidV4()")`. """ key: [String!] ) on OBJECT @@ -1453,10 +1499,10 @@ directive @table( """ Defines a relational database SQL view. -Data Connect generates GraphQL queries with WHERE and ORDER BY clauses. +SQL Connect generates GraphQL queries with WHERE and ORDER BY clauses. However, not all SQL features have a native GraphQL equivalent. -With `@view`, you can write **arbitrary SQL SELECT statements** and Data Connect +With `@view`, you can write **arbitrary SQL SELECT statements** and SQL Connect maps GraphQL fields on `@view` type to columns in your SELECT statement. * Scalar GQL fields (camelCase) should match SQL columns (snake_case) @@ -1578,10 +1624,10 @@ SQL views doesn't have a primary key, so they don't support lookup. Other A view cannot be mutated. You can perform CRUD operations on the underlying table to alter its content. -**Important: Data Connect doesn't parse and validate SQL** +**Important: SQL Connect doesn't parse and validate SQL** - If the SQL view is invalid or undefined, related requests may fail. -- If the SQL view return incompatible types. Firebase Data Connect may surface +- If the SQL view return incompatible types. Firebase SQL Connect may surface errors. - If a field doesn't have a corresponding column in the SQL SELECT statement, it will always be `null`. @@ -1618,7 +1664,7 @@ directive @view( """ Customizes a field that represents a SQL database table column. -Data Connect maps scalar Fields on `@table` type to a SQL column of +SQL Connect maps scalar Fields on `@table` type to a SQL column of corresponding data type. - scalar `UUID` maps to [`uuid`](https://www.postgresql.org/docs/current/datatype-uuid.html). @@ -1644,7 +1690,7 @@ type Post @table { } ``` -Data Connect converts it to the following SQL table schema. +SQL Connect converts it to the following SQL table schema. ```sql CREATE TABLE "public"."post" ( @@ -1698,7 +1744,7 @@ type OneTable @table { someField: String! } ``` -Data Connect adds implicit foreign key column and relation query field. So the +SQL Connect adds implicit foreign key column and relation query field. So the above schema is equivalent to the following schema. ```graphql @@ -1714,7 +1760,7 @@ type OneTable @table { # manyTables_on_refField: [ManyTable!]! } ``` -Data Connect generates the necessary foreign key constraint. +SQL Connect generates the necessary foreign key constraint. ```sql CREATE TABLE "public"."many_table" ( @@ -1794,7 +1840,7 @@ type Group @table { name: String! } type User @table { name: String! } ``` -When Data Connect sees a table with two reference field as its primary key, it +When SQL Connect sees a table with two reference field as its primary key, it knows this is a join table, so expands the many-to-many query field. ```graphql @@ -1965,7 +2011,7 @@ directive @index( """ Configure the SQL database index id. - If not overridden, Data Connect generates the index name: + If not overridden, SQL Connect generates the index name: - `{table_name}_{first_field}_{second_field}_aa_idx` - `{table_name}_{field_name}_idx` """ @@ -2043,7 +2089,7 @@ directive @unique( """ Configures the SQL database unique constraint name. - If not overridden, Data Connect generates the unique constraint name: + If not overridden, SQL Connect generates the unique constraint name: - `table_name_first_field_second_field_uidx` - `table_name_only_field_name_uidx` """ @@ -2353,7 +2399,7 @@ Create a vector embedding of text using the given model on Vertex AI. Cloud SQL for Postgresql natively integrates with [Vertex AI Text embeddings API](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text-embeddings-api) to effectively generate text embeddings. -If you uses [`Vector`](scalar.md#Vector) in your schema, Firebase Data Connect automatically installs +If you use [`Vector`](scalar.md#Vector) in your schema, Firebase SQL Connect automatically installs [`pgvector`](https://github.com/pgvector/pgvector) and [`google_ml_integration`](https://cloud.google.com/sql/docs/postgres/integrate-cloud-sql-with-vertex-ai) Postgres extensions in your Cloud SQL database. @@ -2415,5 +2461,123 @@ scalar Vector_Embed_Model @fdc_example(value: "textembedding-gecko@001", description: "An older version of the textembedding-gecko model") @fdc_example(value: "text-embedding-004", description: "Another text embedding model") +""" +Locks down the allowed fields for a `_Data` input variable. +When a `_Data` input type is used as a variable in an operation, this directive is REQUIRED. + +###### Example: Batch Inserting Movies + +To allow clients to batch insert movies but restrict them to only providing the `title`, `genre`, and `releaseYear` fields. +To prevent risk of overwhelming the database, you can restrict the maximum number of items a client can submit in a single batch request using `maxCount`: +```graphql +mutation BatchInsertMovies( + $data: [Movie_Data!]! @allow(fields: "title genre releaseYear", maxCount: 10) +) @auth(level: PUBLIC) { + movie_insertMany(data: $data) +} +``` +""" +directive @allow( + """ + A space-separated string mimicking a GraphQL selection set. + Example: "title genre releaseYear" + """ + fields: String! + """ + Optional limit on the maximum size or complexity of the variable. + - For lists: limits the number of items. + - For nested structures: limits the total number of entities processed. + - For filters: limits the number of conditions to evaluate. + Prevents payload-based abuse and resource exhaustion. + """ + maxCount: Int! = 100 +) on VARIABLE_DEFINITION + # Intentionally left blank. +""" +Make the query reactive with customized refresh policy. + +###### Example: Refresh Stock Price Periodically + +Periodically refresh the Stock graph every minute. + +```graphql +query Stock($ticker: String!) @refresh(every: { minutes: 1 }) { + stock(key: {ticker: $ticker}) { + name + latestPrice + prices { time price } + } +} +``` + +###### Example: Realtime User Profile + +You can configure the `UserProfile` query to be refreshed after `UpdateUser` +mutation. + +```graphql +mutation UpdateUser($newName: String!) @auth(level: USER) +{ + user_update(id_expr: "auth.uid", data: { name: $newName }) +} + +query MyProfile @auth(level: USER) + @refresh(onMutationExecuted: { + operation: "UpdateUser", + condition: "mutation.auth.uid == request.auth.uid" + }) +{ + user(uid_expr: "auth.uid") { id name } +} +``` + +###### Example: Realtime Chat Room + +Refresh the last 50 messages in the chat room after each `SendMessage`. + +```graphql +query ChatRoom($roomId: UUID!) @auth(level: PUBLIC) + @refresh(onMutationExecuted: { + operation: "SendMessage", + condition: "mutation.variables.roomId == request.variables.roomId" + }) +{ + messages(where: {roomId: {eq: $roomId}}, orderBy: [{createTime: DESC}], limit: 50) { + author content createTime + } +} + +mutation SendMessage($roomId: UUID!, $message: String) @auth(level: PUBLIC) +{ + message_insert(data: {roomId: $roomId, message: $message}) +} +``` + +""" +directive @refresh( + """ + Define the interval to periodically refresh the query. + """ + every: Timestamp_Duration + """ + Define the mutations that will trigger this query to refresh. + """ + onMutationExecuted: [OnMutationExecuted_Event!] +) repeatable on QUERY + +""" +Defines the mutation events that will trigger the query to refresh. +""" +input OnMutationExecuted_Event { + """ + The name of the mutation. + """ + operation: String! + """ + Additional conditions for a mutation event to trigger refresh. + """ + condition: Boolean_Expr +} + diff --git a/packages/firebase_data_connect/firebase_data_connect/example/integration_test/cache_e2e.dart b/packages/firebase_data_connect/firebase_data_connect/example/integration_test/cache_e2e.dart new file mode 100644 index 000000000000..70f7621674ab --- /dev/null +++ b/packages/firebase_data_connect/firebase_data_connect/example/integration_test/cache_e2e.dart @@ -0,0 +1,85 @@ +// Copyright 2026, the Chromium project authors. Please see the AUTHORS file +// for details. All rights reserved. Use of this source code is governed by a +// BSD-style license that can be found in the LICENSE file. + +import 'package:firebase_data_connect/firebase_data_connect.dart'; +import 'package:firebase_data_connect_example/generated/movies.dart'; +import 'package:flutter_test/flutter_test.dart'; + +import 'query_e2e.dart'; // For deleteAllMovies + +void runCacheTests() { + group( + '$FirebaseDataConnect cache', + () { + setUp(() async { + final dataConnect = MoviesConnector.instance.dataConnect; + // Temporarily disable cache during database cleanup to prevent populating it + dataConnect.cacheSettings = null; + dataConnect.useDataConnectEmulator('127.0.0.1', 9399); + + await deleteAllMovies(); + + // Enable cache with memory storage and a large TTL for testing. + dataConnect.cacheSettings = CacheSettings( + storage: CacheStorage.memory, + maxAge: const Duration(minutes: 5), + ); + // Re-apply emulator to force cache manager recreation with new settings + dataConnect.useDataConnectEmulator('127.0.0.1', 9399); + }); + + testWidgets('test cache flow: serverOnly, cacheOnly, preferCache', + (WidgetTester tester) async { + final moviesConnector = MoviesConnector.instance; + + // 1. Initial query with preferCache should result in server hit because cache is empty. + final res1 = await moviesConnector.listMovies().ref().execute( + fetchPolicy: QueryFetchPolicy.preferCache, + ); + expect(res1.source, DataSource.server); + expect(res1.data.movies, isEmpty); + + // 2. Second query with preferCache should result in cache hit. + final res2 = await moviesConnector.listMovies().ref().execute( + fetchPolicy: QueryFetchPolicy.preferCache, + ); + expect(res2.source, DataSource.cache); + expect(res2.data.movies, isEmpty); + + // 3. Mutation to add a movie. This goes to server. + await moviesConnector + .createMovie( + genre: 'Sci-Fi', + title: 'Inception', + releaseYear: 2010, + ) + .ref() + .execute(); + + // 4. Query with cacheOnly should still return empty list (cache hit, stale data). + final res3 = await moviesConnector.listMovies().ref().execute( + fetchPolicy: QueryFetchPolicy.cacheOnly, + ); + expect(res3.source, DataSource.cache); + expect(res3.data.movies, isEmpty); + + // 5. Query with serverOnly should return the new movie (server hit) and update cache. + final res4 = await moviesConnector.listMovies().ref().execute( + fetchPolicy: QueryFetchPolicy.serverOnly, + ); + expect(res4.source, DataSource.server); + expect(res4.data.movies.length, 1); + expect(res4.data.movies[0].title, 'Inception'); + + // 6. Query with cacheOnly should now return the new movie (cache hit). + final res5 = await moviesConnector.listMovies().ref().execute( + fetchPolicy: QueryFetchPolicy.cacheOnly, + ); + expect(res5.source, DataSource.cache); + expect(res5.data.movies.length, 1); + expect(res5.data.movies[0].title, 'Inception'); + }); + }, + ); +} diff --git a/packages/firebase_data_connect/firebase_data_connect/example/integration_test/e2e_test.dart b/packages/firebase_data_connect/firebase_data_connect/example/integration_test/e2e_test.dart index 78e604c432cf..14feb969aa95 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/integration_test/e2e_test.dart +++ b/packages/firebase_data_connect/firebase_data_connect/example/integration_test/e2e_test.dart @@ -10,6 +10,7 @@ import 'package:firebase_data_connect_example/generated/movies.dart'; import 'package:flutter_test/flutter_test.dart'; import 'package:integration_test/integration_test.dart'; +import 'cache_e2e.dart'; import 'generation_e2e.dart'; import 'instance_e2e.dart'; import 'listen_e2e.dart'; @@ -69,5 +70,6 @@ void main() { runGenerationTest(); runListenTests(); runWebSocketTests(); + runCacheTests(); }); } diff --git a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/.guides/usage.md b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/.guides/usage.md index 9006a3657ea6..42b042e72f55 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/.guides/usage.md +++ b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/.guides/usage.md @@ -8,9 +8,9 @@ MoviesConnector.instance.addDateAndTimestamp(addDateAndTimestampVariables).execu MoviesConnector.instance.seedMovies().execute(); MoviesConnector.instance.createMovie(createMovieVariables).execute(); MoviesConnector.instance.deleteMovie(deleteMovieVariables).execute(); +MoviesConnector.instance.deleteAllMovieData().execute(); MoviesConnector.instance.thing(thingVariables).execute(); MoviesConnector.instance.seedData().execute(); -MoviesConnector.instance.ListMovies().execute(); ``` diff --git a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/README.md b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/README.md index afeeea8892ee..6acd1b915c16 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/README.md +++ b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/README.md @@ -650,6 +650,40 @@ ref.execute(); ``` +### deleteAllMovieData +#### Required Arguments +```dart +// No required arguments +MoviesConnector.instance.deleteAllMovieData().execute(); +``` + + + +#### Return Type +`execute()` returns a `OperationResult` +```dart +/// Result of an Operation Request (query/mutation). +class OperationResult { + OperationResult(this.dataConnect, this.data, this.ref); + Data data; + OperationRef ref; + FirebaseDataConnect dataConnect; +} + +final result = await MoviesConnector.instance.deleteAllMovieData(); +deleteAllMovieDataData data = result.data; +final ref = result.ref; +``` + +#### Getting the Ref +Each builder returns an `execute` function, which is a helper function that creates a `Ref` object, and executes the underlying operation. +An example of how to use the `Ref` object is shown below: +```dart +final ref = MoviesConnector.instance.deleteAllMovieData().ref(); +ref.execute(); +``` + + ### thing #### Required Arguments ```dart diff --git a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/delete_all_movie_data.dart b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/delete_all_movie_data.dart index c71d5c27a826..05d2a76d792b 100644 --- a/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/delete_all_movie_data.dart +++ b/packages/firebase_data_connect/firebase_data_connect/example/lib/generated/delete_all_movie_data.dart @@ -20,19 +20,14 @@ class DeleteAllMovieDataVariablesBuilder { @immutable class DeleteAllMovieDataData { - final int directedByDeleteMany; - final int movieDeleteMany; - final int personDeleteMany; + final int directedBy_deleteMany; + final int movie_deleteMany; + final int person_deleteMany; DeleteAllMovieDataData.fromJson(dynamic json) - : directedByDeleteMany = nativeFromJson( - json['directedBy_deleteMany'], - ), - movieDeleteMany = nativeFromJson( - json['movie_deleteMany'], - ), - personDeleteMany = nativeFromJson( - json['person_deleteMany'], - ); + : directedBy_deleteMany = + nativeFromJson(json['directedBy_deleteMany']), + movie_deleteMany = nativeFromJson(json['movie_deleteMany']), + person_deleteMany = nativeFromJson(json['person_deleteMany']); @override bool operator ==(Object other) { if (identical(this, other)) { @@ -43,29 +38,29 @@ class DeleteAllMovieDataData { } final DeleteAllMovieDataData otherTyped = other as DeleteAllMovieDataData; - return directedByDeleteMany == otherTyped.directedByDeleteMany && - movieDeleteMany == otherTyped.movieDeleteMany && - personDeleteMany == otherTyped.personDeleteMany; + return directedBy_deleteMany == otherTyped.directedBy_deleteMany && + movie_deleteMany == otherTyped.movie_deleteMany && + person_deleteMany == otherTyped.person_deleteMany; } @override int get hashCode => Object.hashAll([ - directedByDeleteMany.hashCode, - movieDeleteMany.hashCode, - personDeleteMany.hashCode, + directedBy_deleteMany.hashCode, + movie_deleteMany.hashCode, + person_deleteMany.hashCode ]); Map toJson() { Map json = {}; - json['directedBy_deleteMany'] = nativeToJson(directedByDeleteMany); - json['movie_deleteMany'] = nativeToJson(movieDeleteMany); - json['person_deleteMany'] = nativeToJson(personDeleteMany); + json['directedBy_deleteMany'] = nativeToJson(directedBy_deleteMany); + json['movie_deleteMany'] = nativeToJson(movie_deleteMany); + json['person_deleteMany'] = nativeToJson(person_deleteMany); return json; } - const DeleteAllMovieDataData({ - required this.directedByDeleteMany, - required this.movieDeleteMany, - required this.personDeleteMany, + DeleteAllMovieDataData({ + required this.directedBy_deleteMany, + required this.movie_deleteMany, + required this.person_deleteMany, }); } diff --git a/packages/firebase_data_connect/firebase_data_connect/lib/firebase_data_connect.dart b/packages/firebase_data_connect/firebase_data_connect/lib/firebase_data_connect.dart index 4ca1263bc06e..6221ed1ca4af 100644 --- a/packages/firebase_data_connect/firebase_data_connect/lib/firebase_data_connect.dart +++ b/packages/firebase_data_connect/firebase_data_connect/lib/firebase_data_connect.dart @@ -28,7 +28,13 @@ export 'src/common/common_library.dart' CallerSDKType; export 'src/core/empty_serializer.dart' show emptySerializer; export 'src/core/ref.dart' - show MutationRef, OperationRef, OperationResult, QueryRef, QueryResult; + show + MutationRef, + OperationRef, + OperationResult, + QueryRef, + QueryResult, + DataSource; export 'src/firebase_data_connect.dart'; export 'src/optional.dart' show diff --git a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache.dart b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache.dart index 6b26001a8ac3..6a9ddc0f576e 100644 --- a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache.dart +++ b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache.dart @@ -14,9 +14,12 @@ import 'dart:async'; import 'dart:developer' as developer; +import 'dart:isolate'; import 'package:firebase_auth/firebase_auth.dart'; import 'package:firebase_data_connect/firebase_data_connect.dart'; +import 'package:flutter/foundation.dart' show kIsWeb; +import 'package:path_provider/path_provider.dart'; import 'cache_provider.dart'; import 'in_memory_cache_provider.dart' if (dart.library.io) 'sqlite_cache_provider.dart'; @@ -28,17 +31,38 @@ import 'result_tree_processor.dart'; /// The central component of the caching system. class Cache { - CacheSettings _settings; - CacheProvider? _cacheProvider; - FirebaseDataConnect dataConnect; - final ResultTreeProcessor _resultTreeProcessor = ResultTreeProcessor(); + final CacheSettings _settings; + final FirebaseDataConnect dataConnect; final _impactedQueryController = StreamController>.broadcast(); - Future? providerInitialization; + + // Web / local provider (fallback) + CacheProvider? _localCacheProvider; + final ResultTreeProcessor _localResultTreeProcessor = ResultTreeProcessor(); + Future? _localProviderInitialization; + + // Non-web isolate handling + Isolate? _isolate; + SendPort? _toIsolatePort; + Completer? _toIsolatePortCompleter; + ReceivePort? _fromIsolatePort; + final Map> _pendingRequests = {}; + + int _requestIdCounter = 0; + final Completer _startupCompleter = Completer(); + bool _startupCompleted = false; + String? _currentIdentifier; + bool _isolateFallbackMode = false; + + Future get _initialized => _startupCompleter.future; factory Cache(CacheSettings settings, FirebaseDataConnect dataConnect) { Cache c = Cache._internal(settings, dataConnect); - c._initializeProvider(); + if (kIsWeb) { + c._initializeLocalProvider(); + } else { + c._startIsolate(); + } c._listenForAuthChanges(); return c; @@ -59,16 +83,100 @@ class Cache { return '$prefixSha-$suffixSha'; } - void _initializeProvider() { + void _initializeLocalProvider() { String identifier = _constructCacheIdentifier(); - if (_cacheProvider != null && _cacheProvider!.identifier() == identifier) { + if (_localCacheProvider != null && + _localCacheProvider!.identifier() == identifier) { return; } bool memory = _settings.storage == CacheStorage.memory; - _cacheProvider = cacheImplementation(identifier, memory); + _localCacheProvider = cacheImplementation(identifier, memory); + + _localProviderInitialization = _localCacheProvider?.initialize(); + } + + void _startIsolate() async { + _toIsolatePortCompleter = Completer(); + _fromIsolatePort = ReceivePort(); + try { + _isolate = + await Isolate.spawn(_cacheIsolateEntry, _fromIsolatePort!.sendPort); + + _fromIsolatePort!.listen((message) { + if (_toIsolatePort == null) { + _toIsolatePort = message as SendPort; + _toIsolatePortCompleter!.complete(_toIsolatePort!); + } else { + _handleIsolateMessage(message); + } + }); + + _updateIsolateProvider().catchError((e) { + developer.log('Failed to initialize isolate provider on startup: $e'); + }); + } catch (e, stackTrace) { + developer.log( + 'Failed to spawn background cache Isolate: $e. Falling back to local mode.', + error: e, + stackTrace: stackTrace); + // Fallback to local mode on failure + _isolateFallbackMode = true; + _toIsolatePortCompleter!.completeError(e); + _localCacheProvider = null; + _initializeLocalProvider(); + if (!_startupCompleted) { + _startupCompleted = true; + _startupCompleter.complete(); + } + } + } + + Future _updateIsolateProvider() async { + final identifier = _constructCacheIdentifier(); + if (_currentIdentifier == identifier) { + return; + } + _currentIdentifier = identifier; + + final completer = Completer(); + + SendPort? toIsolatePort; + try { + toIsolatePort = await _toIsolatePortCompleter?.future; + } catch (_) {} + + if (toIsolatePort == null || _isolateFallbackMode) { + _localCacheProvider = null; + _initializeLocalProvider(); + return; + } - providerInitialization = _cacheProvider?.initialize(); + String? dbPath; + if (_settings.storage == CacheStorage.persistent) { + try { + final appDir = await getApplicationDocumentsDirectory(); + dbPath = appDir.path; + } catch (e) { + developer.log( + 'Failed to get application documents directory for background cache: $e'); + } + } + + final isMemory = _settings.storage == CacheStorage.memory; + + final requestId = _requestIdCounter++; + _pendingRequests[requestId] = completer; + + toIsolatePort.send({ + 'op': 'init', + 'requestId': requestId, + 'identifier': identifier, + 'isMemory': isMemory, + 'dbPath': dbPath, + }); + + return completer.future; } void _listenForAuthChanges() { @@ -79,41 +187,317 @@ class Cache { } dataConnect.auth!.authStateChanges().listen((User? user) { - _initializeProvider(); + if (kIsWeb || _isolateFallbackMode) { + _initializeLocalProvider(); + } else { + _updateIsolateProvider().catchError((e) { + developer.log('Failed to update isolate provider on auth change: $e'); + }); + } }); } + void _handleIsolateMessage(dynamic message) { + if (message is! Map) return; + + final op = message['op'] as String?; + final requestId = message['requestId'] as int?; + + if (op == 'initAck') { + final completer = _pendingRequests.remove(requestId); + final success = message['success'] as bool? ?? false; + if (completer != null) { + if (success) { + completer.complete(); + } else { + completer.completeError(StateError( + 'CacheProvider failed to initialize in background isolate.')); + } + } + if (!_startupCompleted) { + _startupCompleted = true; + if (success) { + _startupCompleter.complete(); + } else { + _startupCompleter + .completeError(StateError('CacheProvider failed to initialize.')); + } + } + } else if (op == 'updateResponse') { + final completer = _pendingRequests.remove(requestId); + if (completer != null) { + completer.complete(); + } + final impacted = message['impactedQueryIds'] as List?; + if (impacted != null) { + _impactedQueryController.add(impacted.cast().toSet()); + } + } else if (op == 'resultTreeResponse') { + final completer = _pendingRequests.remove(requestId); + if (completer != null) { + final data = message['data'] as Map?; + completer.complete(data); + } + } + } + /// Caches a server response. Future update(String queryId, ServerResponse serverResponse) async { - if (_cacheProvider == null) { - developer.log('cache update: no provider available'); - return; + if (kIsWeb || _isolateFallbackMode) { + if (_localCacheProvider == null) { + developer.log('cache update: no provider available'); + return; + } + + // we have a provider lets ensure its initialized + if (await _localProviderInitialization != true) { + developer.log('CacheProvider not initialized. Cache not functional'); + return; + } + + final impactedQueryIds = await dehydrateAndUpdateCache( + queryId: queryId, + data: serverResponse.data, + extensions: serverResponse.extensions, + maxAge: serverResponse.ttl ?? _settings.maxAge, + provider: _localCacheProvider!, + processor: _localResultTreeProcessor, + ); + _impactedQueryController.add(impactedQueryIds); + } else { + await _initialized; + final requestId = _requestIdCounter++; + final completer = Completer(); + _pendingRequests[requestId] = completer; + + _toIsolatePort!.send({ + 'op': 'update', + 'requestId': requestId, + 'queryId': queryId, + 'data': serverResponse.data, + 'ttl': (serverResponse.ttl ?? _settings.maxAge).inMicroseconds, + 'extensions': serverResponse.extensions, + }); + + return completer.future; } + } - // we have a provider lets ensure its initialized - if (await providerInitialization != true) { - developer.log('CacheProvider not initialized. Cache not functional'); - return; + /// Fetches a cached result. + Future?> resultTree( + String queryId, bool allowStale) async { + if (kIsWeb || _isolateFallbackMode) { + if (_localCacheProvider == null) { + return null; + } + + // we have a provider lets ensure its initialized + if (await _localProviderInitialization != true) { + developer.log('CacheProvider not initialized. Cache not functional'); + return null; + } + + return fetchAndHydrateCache( + queryId: queryId, + allowStale: allowStale, + provider: _localCacheProvider!, + processor: _localResultTreeProcessor, + ); + } else { + await _initialized; + final requestId = _requestIdCounter++; + final completer = Completer?>(); + _pendingRequests[requestId] = completer; + + _toIsolatePort!.send({ + 'op': 'resultTree', + 'requestId': requestId, + 'queryId': queryId, + 'allowStale': allowStale, + }); + + return completer.future; } + } + + void dispose() { + _impactedQueryController.close(); + if (_isolate != null) { + if (_toIsolatePort != null) { + _toIsolatePort!.send({'op': 'dispose'}); + } + _fromIsolatePort?.close(); + _isolate = null; + } + _localCacheProvider?.dispose(); + } +} + +/// Entry point function for the background isolate. +void _cacheIsolateEntry(SendPort mainSendPort) async { + final isolateReceivePort = ReceivePort(); + mainSendPort.send(isolateReceivePort.sendPort); + + CacheProvider? cacheProvider; + final ResultTreeProcessor resultTreeProcessor = ResultTreeProcessor(); + Future? providerInitialization; - final Map paths = - serverResponse.extensions != null - ? ExtensionResponse.fromJson(serverResponse.extensions!) - .flattenPathMetadata() - : {}; + await for (final message in isolateReceivePort) { + if (message is! Map) continue; + + final op = message['op'] as String?; + final requestId = message['requestId'] as int?; + + final provider = cacheProvider; + + switch (op) { + case 'init': + final identifier = message['identifier'] as String; + final isMemory = message['isMemory'] as bool; + final dbPath = message['dbPath'] as String?; + + if (provider != null && provider.identifier() == identifier) { + mainSendPort.send({ + 'op': 'initAck', + 'requestId': requestId, + 'success': true, + }); + break; + } + + if (provider != null) { + await provider.dispose(); + } + + cacheProvider = + cacheImplementation(identifier, isMemory, customDbPath: dbPath); + providerInitialization = cacheProvider.initialize(); + + final success = await providerInitialization; + mainSendPort.send({ + 'op': 'initAck', + 'requestId': requestId, + 'success': success, + }); + break; + + case 'update': + if (provider == null) { + developer.log('cache update in isolate: no provider available'); + mainSendPort.send({ + 'op': 'updateResponse', + 'requestId': requestId, + 'impactedQueryIds': [], + }); + break; + } + + if (await providerInitialization != true) { + developer.log('CacheProvider in isolate not initialized.'); + mainSendPort.send({ + 'op': 'updateResponse', + 'requestId': requestId, + 'impactedQueryIds': [], + }); + break; + } + + final queryId = message['queryId'] as String; + final data = message['data'] as Map; + final ttlMicroseconds = message['ttl'] as int?; + final extensions = message['extensions'] as Map?; + + final maxAge = ttlMicroseconds != null + ? Duration(microseconds: ttlMicroseconds) + : Duration.zero; + + final impactedQueryIds = await dehydrateAndUpdateCache( + queryId: queryId, + data: data, + extensions: extensions, + maxAge: maxAge, + provider: provider, + processor: resultTreeProcessor, + ); + + mainSendPort.send({ + 'op': 'updateResponse', + 'requestId': requestId, + 'impactedQueryIds': impactedQueryIds.toList(), + }); + break; + + case 'resultTree': + if (provider == null) { + mainSendPort.send({ + 'op': 'resultTreeResponse', + 'requestId': requestId, + 'data': null, + }); + break; + } + + if (await providerInitialization != true) { + developer.log('CacheProvider in isolate not initialized.'); + mainSendPort.send({ + 'op': 'resultTreeResponse', + 'requestId': requestId, + 'data': null, + }); + break; + } + + final queryId = message['queryId'] as String; + final allowStale = message['allowStale'] as bool; + + final hydratedJson = await fetchAndHydrateCache( + queryId: queryId, + allowStale: allowStale, + provider: provider, + processor: resultTreeProcessor, + ); + + mainSendPort.send({ + 'op': 'resultTreeResponse', + 'requestId': requestId, + 'data': hydratedJson, + }); + break; + + case 'dispose': + if (provider != null) { + await provider.dispose(); + } + isolateReceivePort.close(); + break; + } + } +} - final dehydrationResult = await _resultTreeProcessor.dehydrateResults( - queryId, serverResponse.data, _cacheProvider!, paths); +/// Core dehydration and caching logic shared between proxy cache and background isolate. +Future> dehydrateAndUpdateCache({ + required String queryId, + required Map data, + required Map? extensions, + required Duration maxAge, + required CacheProvider provider, + required ResultTreeProcessor processor, +}) async { + return provider.runInTransaction(() async { + final Map paths = extensions != null + ? ExtensionResponse.fromJson(extensions).flattenPathMetadata() + : {}; + + final dehydrationResult = + await processor.dehydrateResults(queryId, data, provider, paths); EntityNode rootNode = dehydrationResult.dehydratedTree; Map dehydratedMap = rootNode.toJson(mode: EncodingMode.dehydrated); - // if we have server ttl, that overrides maxAge from cacheSettings - Duration ttl = serverResponse.extensions != null && - serverResponse.extensions!['ttl'] != null - ? Duration(seconds: serverResponse.extensions!['ttl'] as int) - : (serverResponse.ttl ?? _settings.maxAge); + Duration ttl = extensions != null && extensions['ttl'] != null + ? Duration(seconds: extensions['ttl'] as int) + : maxAge; final resultTree = ResultTree( data: dehydratedMap, @@ -121,51 +505,39 @@ class Cache { cachedAt: DateTime.now(), lastAccessed: DateTime.now()); - _cacheProvider!.setResultTree(queryId, resultTree); + provider.setResultTree(queryId, resultTree); Set impactedQueryIds = dehydrationResult.impactedQueryIds; impactedQueryIds.remove(queryId); // remove query being cached - _impactedQueryController.add(impactedQueryIds); - } - - /// Fetches a cached result. - Future?> resultTree( - String queryId, bool allowStale) async { - if (_cacheProvider == null) { - return null; - } + return impactedQueryIds; + }); +} - // we have a provider lets ensure its initialized - if (await providerInitialization != true) { - developer.log('CacheProvider not initialized. Cache not functional'); +/// Core fetching and hydration logic shared between proxy cache and background isolate. +Future?> fetchAndHydrateCache({ + required String queryId, + required bool allowStale, + required CacheProvider provider, + required ResultTreeProcessor processor, +}) async { + final resultTree = provider.getResultTree(queryId); + + if (resultTree != null) { + if (resultTree.isStale() && !allowStale) { + developer.log('getCache result is stale and allowStale is false'); return null; } - final resultTree = _cacheProvider!.getResultTree(queryId); - - if (resultTree != null) { - // Simple TTL check - if (resultTree.isStale() && !allowStale) { - developer.log('getCache result is stale and allowStale is false'); - return null; - } - - resultTree.lastAccessed = DateTime.now(); - _cacheProvider!.setResultTree(queryId, resultTree); + resultTree.lastAccessed = DateTime.now(); + provider.setResultTree(queryId, resultTree); - EntityNode rootNode = - EntityNode.fromJson(resultTree.data, _cacheProvider!); + EntityNode rootNode = EntityNode.fromJson(resultTree.data, provider); - Map hydratedJson = - await _resultTreeProcessor.hydrateResults(rootNode, _cacheProvider!); + Map hydratedJson = + await processor.hydrateResults(rootNode, provider); - return hydratedJson; - } - - return null; + return hydratedJson; } - void dispose() { - _impactedQueryController.close(); - } + return null; } diff --git a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache_provider.dart b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache_provider.dart index 484e1e390a45..c47ac72aae63 100644 --- a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache_provider.dart +++ b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/cache_provider.dart @@ -12,6 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. +import 'dart:async'; import 'cache_data_types.dart'; /// An interface that defines the contract for the underlying storage mechanism. @@ -24,6 +25,11 @@ abstract class CacheProvider { /// Initialize the provider async Future initialize(); + /// Runs a body of code in a transaction if supported by the provider. + FutureOr runInTransaction(FutureOr Function() action) { + return action(); + } + /// Stores a `ResultTree` object. void setResultTree(String queryId, ResultTree resultTree); @@ -38,4 +44,7 @@ abstract class CacheProvider { /// Clears all data from the cache. void clear(); + + /// Disposes of any resources held by the provider. + Future dispose() async {} } diff --git a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/in_memory_cache_provider.dart b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/in_memory_cache_provider.dart index cd44d4e25ac5..1d554e600c0d 100644 --- a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/in_memory_cache_provider.dart +++ b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/in_memory_cache_provider.dart @@ -12,6 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. +import 'dart:async'; import 'cache_data_types.dart'; import 'cache_provider.dart'; @@ -25,6 +26,11 @@ class InMemoryCacheProvider implements CacheProvider { InMemoryCacheProvider(this.cacheIdentifier); + @override + FutureOr runInTransaction(FutureOr Function() action) { + return action(); + } + @override String identifier() { return cacheIdentifier; @@ -61,7 +67,11 @@ class InMemoryCacheProvider implements CacheProvider { _resultTrees.clear(); _edos.clear(); } + + @override + Future dispose() async {} } -CacheProvider cacheImplementation(String identifier, bool memory) => +CacheProvider cacheImplementation(String identifier, bool memory, + {String? customDbPath}) => InMemoryCacheProvider(identifier); diff --git a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/sqlite_cache_provider.dart b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/sqlite_cache_provider.dart index 1493f32a05ac..c2643ed177f8 100644 --- a/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/sqlite_cache_provider.dart +++ b/packages/firebase_data_connect/firebase_data_connect/lib/src/cache/sqlite_cache_provider.dart @@ -12,6 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. +import 'dart:async'; import 'package:firebase_data_connect/src/cache/cache_provider.dart'; import 'package:firebase_data_connect/src/cache/cache_data_types.dart'; import 'package:path/path.dart'; @@ -23,11 +24,40 @@ class SQLite3CacheProvider implements CacheProvider { late final Database _db; final String _identifier; final bool memory; + final String? customDbPath; + bool _inTransaction = false; + bool _dbOpened = false; + final List _openedStatements = []; + + @override + Future runInTransaction(FutureOr Function() action) async { + if (_inTransaction) { + return await action(); + } + _db.execute('BEGIN TRANSACTION'); + _inTransaction = true; + try { + final result = await action(); + _db.execute('COMMIT'); + return result; + } catch (_) { + _db.execute('ROLLBACK'); + rethrow; + } finally { + _inTransaction = false; + } + } + + late final PreparedStatement _selectEntityStmt; + late final PreparedStatement _insertEntityStmt; + late final PreparedStatement _selectResultStmt; + late final PreparedStatement _insertResultStmt; final String entityDataTable = 'entity_data'; final String resultTreeTable = 'query_results'; - SQLite3CacheProvider(this._identifier, {this.memory = false}); + SQLite3CacheProvider(this._identifier, + {this.memory = false, this.customDbPath}); @override Future initialize() async { @@ -35,10 +65,16 @@ class SQLite3CacheProvider implements CacheProvider { if (memory) { _db = sqlite3.open(':memory:'); } else { - final dbPath = await getApplicationDocumentsDirectory(); - final path = join(dbPath.path, '$_identifier.db'); - _db = sqlite3.open(path); + final String pathStr; + if (customDbPath != null) { + pathStr = join(customDbPath!, '$_identifier.db'); + } else { + final dbPath = await getApplicationDocumentsDirectory(); + pathStr = join(dbPath.path, '$_identifier.db'); + } + _db = sqlite3.open(pathStr); } + _dbOpened = true; int curVersion = _getDatabaseVersion(); if (curVersion == 0) { @@ -52,6 +88,26 @@ class SQLite3CacheProvider implements CacheProvider { } } + final selectEntityStmt = _db + .prepare('SELECT data FROM $entityDataTable WHERE entity_guid = ?'); + _openedStatements.add(selectEntityStmt); + _selectEntityStmt = selectEntityStmt; + + final insertEntityStmt = _db.prepare( + 'INSERT OR REPLACE INTO $entityDataTable (entity_guid, data) VALUES (?, ?)'); + _openedStatements.add(insertEntityStmt); + _insertEntityStmt = insertEntityStmt; + + final selectResultStmt = + _db.prepare('SELECT data FROM $resultTreeTable WHERE query_id = ?'); + _openedStatements.add(selectResultStmt); + _selectResultStmt = selectResultStmt; + + final insertResultStmt = _db.prepare( + 'INSERT OR REPLACE INTO $resultTreeTable (query_id, last_accessed, data) VALUES (?, ?, ?)'); + _openedStatements.add(insertResultStmt); + _insertResultStmt = insertResultStmt; + return true; } catch (e) { developer.log('Error initializing SQLiteProvider $e'); @@ -112,10 +168,7 @@ class SQLite3CacheProvider implements CacheProvider { @override EntityDataObject getEntityData(String guid) { - final resultSet = _db.select( - 'SELECT data FROM $entityDataTable WHERE entity_guid = ?', - [guid], - ); + final resultSet = _selectEntityStmt.select([guid]); if (resultSet.isEmpty) { // not found lets create an empty one EntityDataObject edo = EntityDataObject(guid: guid); @@ -126,10 +179,7 @@ class SQLite3CacheProvider implements CacheProvider { @override ResultTree? getResultTree(String queryId) { - final resultSet = _db.select( - 'SELECT data FROM $resultTreeTable WHERE query_id = ?', - [queryId], - ); + final resultSet = _selectResultStmt.select([queryId]); if (resultSet.isEmpty) { return null; } @@ -147,38 +197,68 @@ class SQLite3CacheProvider implements CacheProvider { @override void updateEntityData(EntityDataObject edo) { String rawJson = edo.toRawJson(); - _db.execute('BEGIN TRANSACTION'); + final needsTransaction = !_inTransaction; + if (needsTransaction) { + _db.execute('BEGIN TRANSACTION'); + } try { - _db.execute( - 'INSERT OR REPLACE INTO $entityDataTable (entity_guid, data) VALUES (?, ?)', - [edo.guid, rawJson], - ); - _db.execute('COMMIT'); + _insertEntityStmt.execute([edo.guid, rawJson]); + if (needsTransaction) { + _db.execute('COMMIT'); + } } catch (_) { - _db.execute('ROLLBACK'); + if (needsTransaction) { + _db.execute('ROLLBACK'); + } rethrow; } } @override void setResultTree(String queryId, ResultTree resultTree) { - _db.execute('BEGIN TRANSACTION'); + final needsTransaction = !_inTransaction; + if (needsTransaction) { + _db.execute('BEGIN TRANSACTION'); + } try { - _db.execute( - 'INSERT OR REPLACE INTO $resultTreeTable (query_id, last_accessed, data) VALUES (?, ?, ?)', - [ - queryId, - DateTime.now().millisecondsSinceEpoch / 1000.0, - resultTree.toRawJson() - ], - ); - _db.execute('COMMIT'); + _insertResultStmt.execute([ + queryId, + DateTime.now().millisecondsSinceEpoch / 1000.0, + resultTree.toRawJson() + ]); + if (needsTransaction) { + _db.execute('COMMIT'); + } } catch (_) { - _db.execute('ROLLBACK'); + if (needsTransaction) { + _db.execute('ROLLBACK'); + } rethrow; } } + + @override + Future dispose() async { + try { + for (final stmt in _openedStatements) { + try { + stmt.close(); + } catch (e) { + developer.log('Error closing prepared statement: $e'); + } + } + _openedStatements.clear(); + + if (_dbOpened) { + _db.close(); + } + } catch (e) { + developer.log('Error disposing SQLite3 resources: $e'); + } + } } -CacheProvider cacheImplementation(String identifier, bool memory) => - SQLite3CacheProvider(identifier, memory: memory); +CacheProvider cacheImplementation(String identifier, bool memory, + {String? customDbPath}) => + SQLite3CacheProvider(identifier, + memory: memory, customDbPath: customDbPath); diff --git a/packages/firebase_data_connect/firebase_data_connect/test/src/cache/cache_manager_test.dart b/packages/firebase_data_connect/firebase_data_connect/test/src/cache/cache_manager_test.dart index 6848824996c4..69f43f9c853f 100644 --- a/packages/firebase_data_connect/firebase_data_connect/test/src/cache/cache_manager_test.dart +++ b/packages/firebase_data_connect/firebase_data_connect/test/src/cache/cache_manager_test.dart @@ -28,6 +28,9 @@ import 'package:http/http.dart' as http; import 'package:flutter_test/flutter_test.dart'; import 'dart:convert'; +import 'dart:io'; +import 'dart:async'; +import 'dart:developer' as developer; import 'package:mockito/annotations.dart'; import 'package:mockito/mockito.dart'; @@ -320,5 +323,71 @@ void main() { expect(values[2], {'embedKey': 'embedVal'}); expect(values[3], ['A', 'AA']); }); + + test('Test Large Result Tree Normalization Performance', () async { + final fileTree = File('test/src/cache/resources/large_result_tree.json'); + final fileExt = + File('test/src/cache/resources/large_result_tree_ext.json'); + + final String treeStr = await fileTree.readAsString(); + final String extStr = await fileExt.readAsString(); + + final Map treeJson = + jsonDecode(treeStr) as Map; + final Map extJson = + jsonDecode(extStr) as Map; + + if (dataConnect.cacheManager == null) { + fail('No cache available'); + } + final cache = dataConnect.cacheManager!; + + final stopwatch = Stopwatch()..start(); + + await cache.update('largePerformanceQuery', + ServerResponse(treeJson, extensions: extJson)); + + stopwatch.stop(); + developer.log( + 'Large Result Tree Normalization took: ${stopwatch.elapsedMilliseconds}ms'); + + final cached = await cache.resultTree('largePerformanceQuery', true); + expect(cached, isNotNull); + expect(cached!['posts'], isNotNull); + }); + + test('Test Normalization does not block main thread', () async { + final fileTree = File('test/src/cache/resources/large_result_tree.json'); + final fileExt = + File('test/src/cache/resources/large_result_tree_ext.json'); + + final String treeStr = await fileTree.readAsString(); + final String extStr = await fileExt.readAsString(); + + final Map treeJson = + jsonDecode(treeStr) as Map; + final Map extJson = + jsonDecode(extStr) as Map; + + if (dataConnect.cacheManager == null) { + fail('No cache available'); + } + final cache = dataConnect.cacheManager!; + + int timerTicks = 0; + final timer = Timer.periodic(const Duration(milliseconds: 1), (t) { + timerTicks++; + }); + + await cache.update('largePerformanceQueryNonBlocking', + ServerResponse(treeJson, extensions: extJson)); + + timer.cancel(); + + developer + .log('Main thread timer ticks during normalization: $timerTicks'); + expect(timerTicks, greaterThan(5), + reason: 'Main thread was blocked during normalization'); + }); }); // test group } //main diff --git a/packages/firebase_data_connect/firebase_data_connect/test/src/cache/resources/large_result_tree.json b/packages/firebase_data_connect/firebase_data_connect/test/src/cache/resources/large_result_tree.json new file mode 100644 index 000000000000..2afc7c0a78a2 --- /dev/null +++ b/packages/firebase_data_connect/firebase_data_connect/test/src/cache/resources/large_result_tree.json @@ -0,0 +1,8504 @@ +{ + "posts": [ + { + "title": "Post 0", + "author": { + "name": "Author 0" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 0" + }, + { + "content": "Comment 1 on Post 0" + }, + { + "content": "Comment 2 on Post 0" + } + ] + }, + { + "title": "Post 1", + "author": { + "name": "Author 1" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 1" + }, + { + "content": "Comment 1 on Post 1" + }, + { + "content": "Comment 2 on Post 1" + } + ] + }, + { + "title": "Post 2", + "author": { + "name": "Author 2" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 2" + }, + { + "content": "Comment 1 on Post 2" + }, + { + "content": "Comment 2 on Post 2" + } + ] + }, + { + "title": "Post 3", + "author": { + "name": "Author 3" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 3" + }, + { + "content": "Comment 1 on Post 3" + }, + { + "content": "Comment 2 on Post 3" + } + ] + }, + { + "title": "Post 4", + "author": { + "name": "Author 4" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 4" + }, + { + "content": "Comment 1 on Post 4" + }, + { + "content": "Comment 2 on Post 4" + } + ] + }, + { + "title": "Post 5", + "author": { + "name": "Author 5" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 5" + }, + { + "content": "Comment 1 on Post 5" + }, + { + "content": "Comment 2 on Post 5" + } + ] + }, + { + "title": "Post 6", + "author": { + "name": "Author 6" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 6" + }, + { + "content": "Comment 1 on Post 6" + }, + { + "content": "Comment 2 on Post 6" + } + ] + }, + { + "title": "Post 7", + "author": { + "name": "Author 7" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 7" + }, + { + "content": "Comment 1 on Post 7" + }, + { + "content": "Comment 2 on Post 7" + } + ] + }, + { + "title": "Post 8", + "author": { + "name": "Author 8" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 8" + }, + { + "content": "Comment 1 on Post 8" + }, + { + "content": "Comment 2 on Post 8" + } + ] + }, + { + "title": "Post 9", + "author": { + "name": "Author 9" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 9" + }, + { + "content": "Comment 1 on Post 9" + }, + { + "content": "Comment 2 on Post 9" + } + ] + }, + { + "title": "Post 10", + "author": { + "name": "Author 10" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 10" + }, + { + "content": "Comment 1 on Post 10" + }, + { + "content": "Comment 2 on Post 10" + } + ] + }, + { + "title": "Post 11", + "author": { + "name": "Author 11" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 11" + }, + { + "content": "Comment 1 on Post 11" + }, + { + "content": "Comment 2 on Post 11" + } + ] + }, + { + "title": "Post 12", + "author": { + "name": "Author 12" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 12" + }, + { + "content": "Comment 1 on Post 12" + }, + { + "content": "Comment 2 on Post 12" + } + ] + }, + { + "title": "Post 13", + "author": { + "name": "Author 13" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 13" + }, + { + "content": "Comment 1 on Post 13" + }, + { + "content": "Comment 2 on Post 13" + } + ] + }, + { + "title": "Post 14", + "author": { + "name": "Author 14" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 14" + }, + { + "content": "Comment 1 on Post 14" + }, + { + "content": "Comment 2 on Post 14" + } + ] + }, + { + "title": "Post 15", + "author": { + "name": "Author 15" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 15" + }, + { + "content": "Comment 1 on Post 15" + }, + { + "content": "Comment 2 on Post 15" + } + ] + }, + { + "title": "Post 16", + "author": { + "name": "Author 16" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 16" + }, + { + "content": "Comment 1 on Post 16" + }, + { + "content": "Comment 2 on Post 16" + } + ] + }, + { + "title": "Post 17", + "author": { + "name": "Author 17" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 17" + }, + { + "content": "Comment 1 on Post 17" + }, + { + "content": "Comment 2 on Post 17" + } + ] + }, + { + "title": "Post 18", + "author": { + "name": "Author 18" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 18" + }, + { + "content": "Comment 1 on Post 18" + }, + { + "content": "Comment 2 on Post 18" + } + ] + }, + { + "title": "Post 19", + "author": { + "name": "Author 19" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 19" + }, + { + "content": "Comment 1 on Post 19" + }, + { + "content": "Comment 2 on Post 19" + } + ] + }, + { + "title": "Post 20", + "author": { + "name": "Author 20" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 20" + }, + { + "content": "Comment 1 on Post 20" + }, + { + "content": "Comment 2 on Post 20" + } + ] + }, + { + "title": "Post 21", + "author": { + "name": "Author 21" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 21" + }, + { + "content": "Comment 1 on Post 21" + }, + { + "content": "Comment 2 on Post 21" + } + ] + }, + { + "title": "Post 22", + "author": { + "name": "Author 22" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 22" + }, + { + "content": "Comment 1 on Post 22" + }, + { + "content": "Comment 2 on Post 22" + } + ] + }, + { + "title": "Post 23", + "author": { + "name": "Author 23" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 23" + }, + { + "content": "Comment 1 on Post 23" + }, + { + "content": "Comment 2 on Post 23" + } + ] + }, + { + "title": "Post 24", + "author": { + "name": "Author 24" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 24" + }, + { + "content": "Comment 1 on Post 24" + }, + { + "content": "Comment 2 on Post 24" + } + ] + }, + { + "title": "Post 25", + "author": { + "name": "Author 25" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 25" + }, + { + "content": "Comment 1 on Post 25" + }, + { + "content": "Comment 2 on Post 25" + } + ] + }, + { + "title": "Post 26", + "author": { + "name": "Author 26" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 26" + }, + { + "content": "Comment 1 on Post 26" + }, + { + "content": "Comment 2 on Post 26" + } + ] + }, + { + "title": "Post 27", + "author": { + "name": "Author 27" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 27" + }, + { + "content": "Comment 1 on Post 27" + }, + { + "content": "Comment 2 on Post 27" + } + ] + }, + { + "title": "Post 28", + "author": { + "name": "Author 28" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 28" + }, + { + "content": "Comment 1 on Post 28" + }, + { + "content": "Comment 2 on Post 28" + } + ] + }, + { + "title": "Post 29", + "author": { + "name": "Author 29" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 29" + }, + { + "content": "Comment 1 on Post 29" + }, + { + "content": "Comment 2 on Post 29" + } + ] + }, + { + "title": "Post 30", + "author": { + "name": "Author 30" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 30" + }, + { + "content": "Comment 1 on Post 30" + }, + { + "content": "Comment 2 on Post 30" + } + ] + }, + { + "title": "Post 31", + "author": { + "name": "Author 31" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 31" + }, + { + "content": "Comment 1 on Post 31" + }, + { + "content": "Comment 2 on Post 31" + } + ] + }, + { + "title": "Post 32", + "author": { + "name": "Author 32" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 32" + }, + { + "content": "Comment 1 on Post 32" + }, + { + "content": "Comment 2 on Post 32" + } + ] + }, + { + "title": "Post 33", + "author": { + "name": "Author 33" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 33" + }, + { + "content": "Comment 1 on Post 33" + }, + { + "content": "Comment 2 on Post 33" + } + ] + }, + { + "title": "Post 34", + "author": { + "name": "Author 34" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 34" + }, + { + "content": "Comment 1 on Post 34" + }, + { + "content": "Comment 2 on Post 34" + } + ] + }, + { + "title": "Post 35", + "author": { + "name": "Author 35" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 35" + }, + { + "content": "Comment 1 on Post 35" + }, + { + "content": "Comment 2 on Post 35" + } + ] + }, + { + "title": "Post 36", + "author": { + "name": "Author 36" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 36" + }, + { + "content": "Comment 1 on Post 36" + }, + { + "content": "Comment 2 on Post 36" + } + ] + }, + { + "title": "Post 37", + "author": { + "name": "Author 37" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 37" + }, + { + "content": "Comment 1 on Post 37" + }, + { + "content": "Comment 2 on Post 37" + } + ] + }, + { + "title": "Post 38", + "author": { + "name": "Author 38" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 38" + }, + { + "content": "Comment 1 on Post 38" + }, + { + "content": "Comment 2 on Post 38" + } + ] + }, + { + "title": "Post 39", + "author": { + "name": "Author 39" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 39" + }, + { + "content": "Comment 1 on Post 39" + }, + { + "content": "Comment 2 on Post 39" + } + ] + }, + { + "title": "Post 40", + "author": { + "name": "Author 40" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 40" + }, + { + "content": "Comment 1 on Post 40" + }, + { + "content": "Comment 2 on Post 40" + } + ] + }, + { + "title": "Post 41", + "author": { + "name": "Author 41" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 41" + }, + { + "content": "Comment 1 on Post 41" + }, + { + "content": "Comment 2 on Post 41" + } + ] + }, + { + "title": "Post 42", + "author": { + "name": "Author 42" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 42" + }, + { + "content": "Comment 1 on Post 42" + }, + { + "content": "Comment 2 on Post 42" + } + ] + }, + { + "title": "Post 43", + "author": { + "name": "Author 43" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 43" + }, + { + "content": "Comment 1 on Post 43" + }, + { + "content": "Comment 2 on Post 43" + } + ] + }, + { + "title": "Post 44", + "author": { + "name": "Author 44" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 44" + }, + { + "content": "Comment 1 on Post 44" + }, + { + "content": "Comment 2 on Post 44" + } + ] + }, + { + "title": "Post 45", + "author": { + "name": "Author 45" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 45" + }, + { + "content": "Comment 1 on Post 45" + }, + { + "content": "Comment 2 on Post 45" + } + ] + }, + { + "title": "Post 46", + "author": { + "name": "Author 46" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 46" + }, + { + "content": "Comment 1 on Post 46" + }, + { + "content": "Comment 2 on Post 46" + } + ] + }, + { + "title": "Post 47", + "author": { + "name": "Author 47" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 47" + }, + { + "content": "Comment 1 on Post 47" + }, + { + "content": "Comment 2 on Post 47" + } + ] + }, + { + "title": "Post 48", + "author": { + "name": "Author 48" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 48" + }, + { + "content": "Comment 1 on Post 48" + }, + { + "content": "Comment 2 on Post 48" + } + ] + }, + { + "title": "Post 49", + "author": { + "name": "Author 49" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 49" + }, + { + "content": "Comment 1 on Post 49" + }, + { + "content": "Comment 2 on Post 49" + } + ] + }, + { + "title": "Post 50", + "author": { + "name": "Author 50" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 50" + }, + { + "content": "Comment 1 on Post 50" + }, + { + "content": "Comment 2 on Post 50" + } + ] + }, + { + "title": "Post 51", + "author": { + "name": "Author 51" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 51" + }, + { + "content": "Comment 1 on Post 51" + }, + { + "content": "Comment 2 on Post 51" + } + ] + }, + { + "title": "Post 52", + "author": { + "name": "Author 52" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 52" + }, + { + "content": "Comment 1 on Post 52" + }, + { + "content": "Comment 2 on Post 52" + } + ] + }, + { + "title": "Post 53", + "author": { + "name": "Author 53" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 53" + }, + { + "content": "Comment 1 on Post 53" + }, + { + "content": "Comment 2 on Post 53" + } + ] + }, + { + "title": "Post 54", + "author": { + "name": "Author 54" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 54" + }, + { + "content": "Comment 1 on Post 54" + }, + { + "content": "Comment 2 on Post 54" + } + ] + }, + { + "title": "Post 55", + "author": { + "name": "Author 55" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 55" + }, + { + "content": "Comment 1 on Post 55" + }, + { + "content": "Comment 2 on Post 55" + } + ] + }, + { + "title": "Post 56", + "author": { + "name": "Author 56" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 56" + }, + { + "content": "Comment 1 on Post 56" + }, + { + "content": "Comment 2 on Post 56" + } + ] + }, + { + "title": "Post 57", + "author": { + "name": "Author 57" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 57" + }, + { + "content": "Comment 1 on Post 57" + }, + { + "content": "Comment 2 on Post 57" + } + ] + }, + { + "title": "Post 58", + "author": { + "name": "Author 58" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 58" + }, + { + "content": "Comment 1 on Post 58" + }, + { + "content": "Comment 2 on Post 58" + } + ] + }, + { + "title": "Post 59", + "author": { + "name": "Author 59" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 59" + }, + { + "content": "Comment 1 on Post 59" + }, + { + "content": "Comment 2 on Post 59" + } + ] + }, + { + "title": "Post 60", + "author": { + "name": "Author 60" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 60" + }, + { + "content": "Comment 1 on Post 60" + }, + { + "content": "Comment 2 on Post 60" + } + ] + }, + { + "title": "Post 61", + "author": { + "name": "Author 61" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 61" + }, + { + "content": "Comment 1 on Post 61" + }, + { + "content": "Comment 2 on Post 61" + } + ] + }, + { + "title": "Post 62", + "author": { + "name": "Author 62" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 62" + }, + { + "content": "Comment 1 on Post 62" + }, + { + "content": "Comment 2 on Post 62" + } + ] + }, + { + "title": "Post 63", + "author": { + "name": "Author 63" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 63" + }, + { + "content": "Comment 1 on Post 63" + }, + { + "content": "Comment 2 on Post 63" + } + ] + }, + { + "title": "Post 64", + "author": { + "name": "Author 64" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 64" + }, + { + "content": "Comment 1 on Post 64" + }, + { + "content": "Comment 2 on Post 64" + } + ] + }, + { + "title": "Post 65", + "author": { + "name": "Author 65" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 65" + }, + { + "content": "Comment 1 on Post 65" + }, + { + "content": "Comment 2 on Post 65" + } + ] + }, + { + "title": "Post 66", + "author": { + "name": "Author 66" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 66" + }, + { + "content": "Comment 1 on Post 66" + }, + { + "content": "Comment 2 on Post 66" + } + ] + }, + { + "title": "Post 67", + "author": { + "name": "Author 67" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 67" + }, + { + "content": "Comment 1 on Post 67" + }, + { + "content": "Comment 2 on Post 67" + } + ] + }, + { + "title": "Post 68", + "author": { + "name": "Author 68" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 68" + }, + { + "content": "Comment 1 on Post 68" + }, + { + "content": "Comment 2 on Post 68" + } + ] + }, + { + "title": "Post 69", + "author": { + "name": "Author 69" + }, + "comments_on_post": [ + { + "content": "Comment 0 on Post 69" + }, + { + "content": "Comment 1 on Post 69" + }, + { + "content": "Comment 2 on Post 69" + } + ] + }, + { + "title": 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