| // Copyright 2021 The Chromium OS Authors. All rights reserved. |
| // Use of this source code is governed by a BSD-style license that can be |
| // found in the LICENSE file. |
| |
| #ifndef FEDERATED_EXAMPLE_DATABASE_H_ |
| #define FEDERATED_EXAMPLE_DATABASE_H_ |
| |
| #include <bits/stdint-intn.h> |
| #include <stdint.h> |
| |
| #include <memory> |
| #include <string> |
| #include <unordered_map> |
| #include <unordered_set> |
| |
| #include <base/files/file_path.h> |
| #include <base/optional.h> |
| #include <base/time/time.h> |
| #include <sqlite3.h> |
| |
| namespace federated { |
| |
| // Example objects stored in corresponding `client_name` tables. |
| // An example represents a training example of federated computation. |
| struct ExampleRecord { |
| int64_t id; |
| std::string client_name; |
| std::string serialized_example; |
| base::Time timestamp; |
| }; |
| |
| // Provides access to example database. |
| // Example usage: |
| // Construct and initialize: |
| // ExampleDatabase db(db_path, kTestClients); |
| // if(!db.Init() || !db.IsOpen() || !db.CheckIntegrity()) { |
| // // Error handling |
| // } |
| // |
| // Insert an example: |
| // ExampleRecord example_record; |
| // example_record.client_name = client_name; |
| // example_record.serialized_example = serialized_example; |
| // example_record.timestamp = base::Time::Now(); |
| // |
| // db.InsertExample(example_record); |
| // |
| // Query examples: |
| // int limit = 100; |
| // if (db.PrepareStreamingForClient(client_name, limit)) { |
| // // Error handling |
| // } else { |
| // // Call GetNextStreamedRecord() repeatedly until it returns |
| // // a base::nullopt, then CloseStreaming(); |
| // while (true) { |
| // auto maybe_example_record = db.GetNextStreamedRecord(); |
| // if (maybe_example_record == base::nullopt) { |
| // // end of iterator |
| // break; |
| // } else { |
| // ExampleRecord record = maybe_example_record.value(); |
| // } |
| // } |
| // db.CloseStreaming(); |
| // } |
| // |
| // Delete examples with id smaller than the given id from table `client_name`: |
| // // Keeps track of last_seen_id when querying examples. |
| // if (!db.DeleteExamplesWithSmallerIdForClient(client_name, id)) { |
| // // Error handling |
| // } |
| // See example_database_test.cc and storage_manager_impl.cc for more details. |
| |
| class ExampleDatabase { |
| public: |
| struct StmtGroup { |
| sqlite3_stmt* stmt_for_streaming = nullptr; |
| sqlite3_stmt* stmt_for_insert = nullptr; |
| sqlite3_stmt* stmt_for_delete = nullptr; |
| sqlite3_stmt* stmt_for_check = nullptr; |
| // Finalizes the stmts, required before disconnecting the db. |
| void Finalize(); |
| }; |
| |
| // Creates an instance to talk to the database file at `db_path`. Init() must |
| // be called to establish connection. |
| explicit ExampleDatabase(const base::FilePath& db_path, |
| const std::unordered_set<std::string>& clients); |
| ExampleDatabase(const ExampleDatabase&) = delete; |
| ExampleDatabase& operator=(const ExampleDatabase&) = delete; |
| |
| virtual ~ExampleDatabase(); |
| |
| // Initializes database connection. Must be called before any other queries. |
| // Returns true if no error occurred. |
| virtual bool Init(); |
| // Returns true if the database connection is open. |
| virtual bool IsOpen() const; |
| // Closes database connection. Returns true if no error occurred. |
| virtual bool Close(); |
| // Runs sqlite built-in integrity check. Returns true if no error is found. |
| virtual bool CheckIntegrity() const; |
| // Inserts example into database. Returns true if no error occurred. |
| virtual bool InsertExample(const ExampleRecord& example_record); |
| |
| // Streaming examples with sqlite3_step, return true if table of client_name |
| // has more than a minimum number of examples and the stmt binds values |
| // successfully. The minimum number now is kMinExampleCount = 1 defined in |
| // utils.h/cc. |
| virtual bool PrepareStreamingForClient(const std::string& client_name, |
| const int32_t limit); |
| virtual base::Optional<ExampleRecord> GetNextStreamedRecord(); |
| virtual void CloseStreaming(); |
| |
| // Deletes examples with id <= given id from client table. Returns true if no |
| // error occurred. |
| virtual bool DeleteExamplesWithSmallerIdForClient( |
| const std::string& client_name, const int64_t id); |
| |
| private: |
| // Typedef of sqlite3_exec callback, see sqlite doc: |
| // https://sqlite.org/c3ref/exec.html. |
| using SqliteCallback = int (*)(void* /*data*/, |
| int /*count*/, |
| char** /*row*/, |
| char** /*names*/); |
| |
| // Sqlite error code and error message. |
| struct ExecResult { |
| int code; |
| std::string error_msg; |
| }; |
| |
| // Returns true if the client's table exists. |
| bool ClientTableExists(const std::string& client_name) const; |
| // Returns true if the client's table is created without error. |
| bool CreateClientTable(const std::string& client_name) const; |
| |
| // Returns the count of examples in the client's table. |
| int32_t ExampleCountOfClientTable(const std::string& client_name); |
| |
| // Executes sql. |
| ExecResult ExecSql(const std::string& sql) const; |
| ExecResult ExecSql(const std::string& sql, |
| SqliteCallback callback, |
| void* data) const; |
| |
| const base::FilePath db_path_; |
| std::unique_ptr<sqlite3, decltype(&sqlite3_close)> db_; |
| |
| // The set of registered client names. |
| std::unordered_set<std::string> clients_; |
| // Mapping client_name to sqlite prepared statement objects for streaming, |
| // inserting and deleting examples. |
| std::unordered_map<std::string, StmtGroup> stmts_; |
| // The client with open example stream. |
| std::string current_streaming_client_; |
| // Whether there is an open streaming. |
| bool streaming_open_ = false; |
| // Whether current streaming hits SQLITE_DONE, to early return in |
| // GetNextStreamedRecord if current streaming already ends but is not closed. |
| // Relationship between streaming_open_ and end_of_streaming_: |
| // streaming_open_ && !end_of_streaming_: safe to call GetNextStreamedRecord |
| // streaming_open_ && end_of_streaming_: should call CloseStreaming |
| // !streaming_open_ && !end_of_streaming_: ready to PrepareStreamingForClient |
| // !streaming_open_ && end_of_streaming_: invalid, should never happen |
| bool end_of_streaming_ = false; |
| }; |
| |
| } // namespace federated |
| |
| #endif // FEDERATED_EXAMPLE_DATABASE_H_ |