mastra-browser-core
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The core foundation of the Mastra framework, providing essential components and interfaces for building AI-powered applications.
1 lines • 32.7 kB
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{ join, resolve, isAbsolute } from 'node:path';\nimport { createClient } from '@libsql/client';\nimport type { Client, InValue } from '@libsql/client';\n\nimport type { MetricResult, TestInfo } from '../../eval';\nimport type { MessageType, StorageThreadType } from '../../memory/types';\nimport { MastraStorage } from '../base';\nimport { TABLE_EVALS, TABLE_MESSAGES, TABLE_THREADS, TABLE_TRACES, TABLE_WORKFLOW_SNAPSHOT } from '../constants';\nimport type { TABLE_NAMES } from '../constants';\nimport type { StorageColumn, StorageGetMessagesArg, EvalRow } from '../types';\n\nfunction safelyParseJSON(jsonString: string): any {\n try {\n return JSON.parse(jsonString);\n } catch {\n return {};\n }\n}\n\nexport interface LibSQLConfig {\n url: string;\n authToken?: string;\n}\n\nexport class LibSQLStore extends MastraStorage {\n private client: Client;\n\n constructor({ config }: { config: LibSQLConfig }) {\n super({ name: `LibSQLStore` });\n\n // need to re-init every time for in memory dbs or the tables might not exist\n if (config.url === ':memory:' || config.url.startsWith('file::memory:')) {\n this.shouldCacheInit = false;\n }\n\n this.client = createClient({\n url: this.rewriteDbUrl(config.url),\n authToken: config.authToken,\n });\n }\n\n // If we're in the .mastra/output directory, use the dir outside .mastra dir\n // reason we need to do this is libsql relative file paths are based on cwd, not current file path\n // since mastra dev sets cwd to .mastra/output this means running an agent directly vs running with mastra dev\n // will put db files in different locations, leading to an inconsistent experience between the two.\n // Ex: with `file:ex.db`\n // 1. `mastra dev`: ${cwd}/.mastra/output/ex.db\n // 2. `tsx src/index.ts`: ${cwd}/ex.db\n // so if we're in .mastra/output we need to rewrite the file url to be relative to the project root dir\n // or the experience will be inconsistent\n // this means `file:` urls are always relative to project root\n // TODO: can we make this easier via bundling? https://github.com/mastra-ai/mastra/pull/2783#pullrequestreview-2662444241\n protected rewriteDbUrl(url: string): string {\n if (url.startsWith('file:') && url !== 'file::memory:') {\n const pathPart = url.slice('file:'.length);\n\n if (isAbsolute(pathPart)) {\n return url;\n }\n\n const cwd = process.cwd();\n\n if (cwd.includes('.mastra') && (cwd.endsWith(`output`) || cwd.endsWith(`output/`) || cwd.endsWith(`output\\\\`))) {\n const baseDir = join(cwd, `..`, `..`); // <- .mastra/output/../../\n\n const fullPath = resolve(baseDir, pathPart);\n\n this.logger.debug(\n `Initializing LibSQL db with url ${url} with relative file path from inside .mastra/output directory. Rewriting relative file url to \"file:${fullPath}\". This ensures it's outside the .mastra/output directory.`,\n );\n\n return `file:${fullPath}`;\n }\n }\n\n return url;\n }\n\n private getCreateTableSQL(tableName: TABLE_NAMES, schema: Record<string, StorageColumn>): string {\n const columns = Object.entries(schema).map(([name, col]) => {\n let type = col.type.toUpperCase();\n if (type === 'TEXT') type = 'TEXT';\n if (type === 'TIMESTAMP') type = 'TEXT'; // Store timestamps as ISO strings\n // if (type === 'BIGINT') type = 'INTEGER';\n\n const nullable = col.nullable ? '' : 'NOT NULL';\n const primaryKey = col.primaryKey ? 'PRIMARY KEY' : '';\n\n return `${name} ${type} ${nullable} ${primaryKey}`.trim();\n });\n\n // For workflow_snapshot table, create a composite primary key\n if (tableName === TABLE_WORKFLOW_SNAPSHOT) {\n const stmnt = `CREATE TABLE IF NOT EXISTS ${tableName} (\n ${columns.join(',\\n')},\n PRIMARY KEY (workflow_name, run_id)\n )`;\n return stmnt;\n }\n\n return `CREATE TABLE IF NOT EXISTS ${tableName} (${columns.join(', ')})`;\n }\n\n async createTable({\n tableName,\n schema,\n }: {\n tableName: TABLE_NAMES;\n schema: Record<string, StorageColumn>;\n }): Promise<void> {\n try {\n this.logger.debug(`Creating database table`, { tableName, operation: 'schema init' });\n const sql = this.getCreateTableSQL(tableName, schema);\n await this.client.execute(sql);\n } catch (error) {\n this.logger.error(`Error creating table ${tableName}: ${error}`);\n throw error;\n }\n }\n\n async clearTable({ tableName }: { tableName: TABLE_NAMES }): Promise<void> {\n try {\n await this.client.execute(`DELETE FROM ${tableName}`);\n } catch (e) {\n if (e instanceof Error) {\n this.logger.error(e.message);\n }\n }\n }\n\n private prepareStatement({ tableName, record }: { tableName: TABLE_NAMES; record: Record<string, any> }): {\n sql: string;\n args: InValue[];\n } {\n const columns = Object.keys(record);\n const values = Object.values(record).map(v => {\n if (typeof v === `undefined`) {\n // returning an undefined value will cause libsql to throw\n return null;\n }\n if (v instanceof Date) {\n return v.toISOString();\n }\n return typeof v === 'object' ? JSON.stringify(v) : v;\n });\n const placeholders = values.map(() => '?').join(', ');\n\n return {\n sql: `INSERT OR REPLACE INTO ${tableName} (${columns.join(', ')}) VALUES (${placeholders})`,\n args: values,\n };\n }\n\n async insert({ tableName, record }: { tableName: TABLE_NAMES; record: Record<string, any> }): Promise<void> {\n try {\n await this.client.execute(\n this.prepareStatement({\n tableName,\n record,\n }),\n );\n } catch (error) {\n this.logger.error(`Error upserting into table ${tableName}: ${error}`);\n throw error;\n }\n }\n\n async batchInsert({ tableName, records }: { tableName: TABLE_NAMES; records: Record<string, any>[] }): Promise<void> {\n if (records.length === 0) return;\n\n try {\n const batchStatements = records.map(r => this.prepareStatement({ tableName, record: r }));\n await this.client.batch(batchStatements, 'write');\n } catch (error) {\n this.logger.error(`Error upserting into table ${tableName}: ${error}`);\n throw error;\n }\n }\n\n async load<R>({ tableName, keys }: { tableName: TABLE_NAMES; keys: Record<string, string> }): Promise<R | null> {\n const conditions = Object.entries(keys)\n .map(([key]) => `${key} = ?`)\n .join(' AND ');\n const values = Object.values(keys);\n\n const result = await this.client.execute({\n sql: `SELECT * FROM ${tableName} WHERE ${conditions} ORDER BY createdAt DESC LIMIT 1`,\n args: values,\n });\n\n if (!result.rows || result.rows.length === 0) {\n return null;\n }\n\n const row = result.rows[0];\n // Checks whether the string looks like a JSON object ({}) or array ([])\n // If the string starts with { or [, it assumes it's JSON and parses it\n // Otherwise, it just returns, preventing unintended number conversions\n const parsed = Object.fromEntries(\n Object.entries(row || {}).map(([k, v]) => {\n try {\n return [k, typeof v === 'string' ? (v.startsWith('{') || v.startsWith('[') ? JSON.parse(v) : v) : v];\n } catch {\n return [k, v];\n }\n }),\n );\n\n return parsed as R;\n }\n\n async getThreadById({ threadId }: { threadId: string }): Promise<StorageThreadType | null> {\n const result = await this.load<StorageThreadType>({\n tableName: TABLE_THREADS,\n keys: { id: threadId },\n });\n\n if (!result) {\n return null;\n }\n\n return {\n ...result,\n metadata: typeof result.metadata === 'string' ? JSON.parse(result.metadata) : result.metadata,\n };\n }\n\n async getThreadsByResourceId({ resourceId }: { resourceId: string }): Promise<StorageThreadType[]> {\n const result = await this.client.execute({\n sql: `SELECT * FROM ${TABLE_THREADS} WHERE resourceId = ?`,\n args: [resourceId],\n });\n\n if (!result.rows) {\n return [];\n }\n\n return result.rows.map(thread => ({\n id: thread.id,\n resourceId: thread.resourceId,\n title: thread.title,\n createdAt: thread.createdAt,\n updatedAt: thread.updatedAt,\n metadata: typeof thread.metadata === 'string' ? JSON.parse(thread.metadata) : thread.metadata,\n })) as any as StorageThreadType[];\n }\n\n async saveThread({ thread }: { thread: StorageThreadType }): Promise<StorageThreadType> {\n await this.insert({\n tableName: TABLE_THREADS,\n record: {\n ...thread,\n metadata: JSON.stringify(thread.metadata),\n },\n });\n\n return thread;\n }\n\n async updateThread({\n id,\n title,\n metadata,\n }: {\n id: string;\n title: string;\n metadata: Record<string, unknown>;\n }): Promise<StorageThreadType> {\n const thread = await this.getThreadById({ threadId: id });\n if (!thread) {\n throw new Error(`Thread ${id} not found`);\n }\n\n const updatedThread = {\n ...thread,\n title,\n metadata: {\n ...thread.metadata,\n ...metadata,\n },\n };\n\n await this.client.execute({\n sql: `UPDATE ${TABLE_THREADS} SET title = ?, metadata = ? WHERE id = ?`,\n args: [title, JSON.stringify(updatedThread.metadata), id],\n });\n\n return updatedThread;\n }\n\n async deleteThread({ threadId }: { threadId: string }): Promise<void> {\n await this.client.execute({\n sql: `DELETE FROM ${TABLE_THREADS} WHERE id = ?`,\n args: [threadId],\n });\n // Messages will be automatically deleted due to CASCADE constraint\n }\n\n private parseRow(row: any): MessageType {\n let content = row.content;\n try {\n content = JSON.parse(row.content);\n } catch {\n // use content as is if it's not JSON\n }\n return {\n id: row.id,\n content,\n role: row.role,\n type: row.type,\n createdAt: new Date(row.createdAt as string),\n threadId: row.thread_id,\n } as MessageType;\n }\n\n async getMessages<T extends MessageType[]>({ threadId, selectBy }: StorageGetMessagesArg): Promise<T> {\n try {\n const messages: MessageType[] = [];\n const limit = typeof selectBy?.last === `number` ? selectBy.last : 40;\n\n // If we have specific messages to select\n if (selectBy?.include?.length) {\n const includeIds = selectBy.include.map(i => i.id);\n const maxPrev = Math.max(...selectBy.include.map(i => i.withPreviousMessages || 0));\n const maxNext = Math.max(...selectBy.include.map(i => i.withNextMessages || 0));\n\n // Get messages around all specified IDs in one query using row numbers\n const includeResult = await this.client.execute({\n sql: `\n WITH numbered_messages AS (\n SELECT \n id,\n content,\n role,\n type,\n \"createdAt\",\n thread_id,\n ROW_NUMBER() OVER (ORDER BY \"createdAt\" ASC) as row_num\n FROM \"${TABLE_MESSAGES}\"\n WHERE thread_id = ?\n ),\n target_positions AS (\n SELECT row_num as target_pos\n FROM numbered_messages\n WHERE id IN (${includeIds.map(() => '?').join(', ')})\n )\n SELECT DISTINCT m.*\n FROM numbered_messages m\n CROSS JOIN target_positions t\n WHERE m.row_num BETWEEN (t.target_pos - ?) AND (t.target_pos + ?)\n ORDER BY m.\"createdAt\" ASC\n `,\n args: [threadId, ...includeIds, maxPrev, maxNext],\n });\n\n if (includeResult.rows) {\n messages.push(...includeResult.rows.map((row: any) => this.parseRow(row)));\n }\n }\n\n // Get remaining messages, excluding already fetched IDs\n const excludeIds = messages.map(m => m.id);\n const remainingSql = `\n SELECT \n id, \n content, \n role, \n type,\n \"createdAt\", \n thread_id\n FROM \"${TABLE_MESSAGES}\"\n WHERE thread_id = ?\n ${excludeIds.length ? `AND id NOT IN (${excludeIds.map(() => '?').join(', ')})` : ''}\n ORDER BY \"createdAt\" DESC\n LIMIT ?\n `;\n const remainingArgs = [threadId, ...(excludeIds.length ? excludeIds : []), limit];\n\n const remainingResult = await this.client.execute({\n sql: remainingSql,\n args: remainingArgs,\n });\n\n if (remainingResult.rows) {\n messages.push(...remainingResult.rows.map((row: any) => this.parseRow(row)));\n }\n\n // Sort all messages by creation date\n messages.sort((a, b) => a.createdAt.getTime() - b.createdAt.getTime());\n\n return messages as T;\n } catch (error) {\n this.logger.error('Error getting messages:', error as Error);\n throw error;\n }\n }\n\n async saveMessages({ messages }: { messages: MessageType[] }): Promise<MessageType[]> {\n if (messages.length === 0) return messages;\n\n const tx = await this.client.transaction('write');\n\n try {\n const threadId = messages[0]?.threadId;\n if (!threadId) {\n throw new Error('Thread ID is required');\n }\n\n for (const message of messages) {\n const time = message.createdAt || new Date();\n await tx.execute({\n sql: `INSERT INTO ${TABLE_MESSAGES} (id, thread_id, content, role, type, createdAt) \n VALUES (?, ?, ?, ?, ?, ?)`,\n args: [\n message.id,\n threadId,\n typeof message.content === 'object' ? JSON.stringify(message.content) : message.content,\n message.role,\n message.type,\n time instanceof Date ? time.toISOString() : time,\n ],\n });\n }\n\n await tx.commit();\n\n return messages;\n } catch (error) {\n this.logger.error('Failed to save messages in database: ' + (error as any)?.message);\n await tx.rollback();\n throw error;\n }\n }\n\n private transformEvalRow(row: Record<string, any>): EvalRow {\n const resultValue = JSON.parse(row.result as string);\n const testInfoValue = row.test_info ? JSON.parse(row.test_info as string) : undefined;\n\n if (!resultValue || typeof resultValue !== 'object' || !('score' in resultValue)) {\n throw new Error(`Invalid MetricResult format: ${JSON.stringify(resultValue)}`);\n }\n\n return {\n input: row.input as string,\n output: row.output as string,\n result: resultValue as MetricResult,\n agentName: row.agent_name as string,\n metricName: row.metric_name as string,\n instructions: row.instructions as string,\n testInfo: testInfoValue as TestInfo,\n globalRunId: row.global_run_id as string,\n runId: row.run_id as string,\n createdAt: row.created_at as string,\n };\n }\n\n async getEvalsByAgentName(agentName: string, type?: 'test' | 'live'): Promise<EvalRow[]> {\n try {\n const baseQuery = `SELECT * FROM ${TABLE_EVALS} WHERE agent_name = ?`;\n const typeCondition =\n type === 'test'\n ? \" AND test_info IS NOT NULL AND test_info->>'testPath' IS NOT NULL\"\n : type === 'live'\n ? \" AND (test_info IS NULL OR test_info->>'testPath' IS NULL)\"\n : '';\n\n const result = await this.client.execute({\n sql: `${baseQuery}${typeCondition} ORDER BY created_at DESC`,\n args: [agentName],\n });\n\n return result.rows?.map(row => this.transformEvalRow(row)) ?? [];\n } catch (error) {\n // Handle case where table doesn't exist yet\n if (error instanceof Error && error.message.includes('no such table')) {\n return [];\n }\n this.logger.error('Failed to get evals for the specified agent: ' + (error as any)?.message);\n throw error;\n }\n }\n\n // TODO: add types\n async getTraces(\n {\n name,\n scope,\n page,\n perPage,\n attributes,\n }: { name?: string; scope?: string; page: number; perPage: number; attributes?: Record<string, string> } = {\n page: 0,\n perPage: 100,\n },\n ): Promise<any[]> {\n const limit = perPage;\n const offset = page * perPage;\n\n const args: (string | number)[] = [];\n\n const conditions: string[] = [];\n if (name) {\n conditions.push(\"name LIKE CONCAT(?, '%')\");\n }\n if (scope) {\n conditions.push('scope = ?');\n }\n if (attributes) {\n Object.keys(attributes).forEach(key => {\n conditions.push(`attributes->>'$.${key}' = ?`);\n });\n }\n\n const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';\n\n if (name) {\n args.push(name);\n }\n\n if (scope) {\n args.push(scope);\n }\n\n if (attributes) {\n for (const [_key, value] of Object.entries(attributes)) {\n args.push(value);\n }\n }\n\n args.push(limit, offset);\n\n const result = await this.client.execute({\n sql: `SELECT * FROM ${TABLE_TRACES} ${whereClause} ORDER BY \"startTime\" DESC LIMIT ? OFFSET ?`,\n args,\n });\n\n if (!result.rows) {\n return [];\n }\n\n return result.rows.map(row => ({\n id: row.id,\n parentSpanId: row.parentSpanId,\n traceId: row.traceId,\n name: row.name,\n scope: row.scope,\n kind: row.kind,\n status: safelyParseJSON(row.status as string),\n events: safelyParseJSON(row.events as string),\n links: safelyParseJSON(row.links as string),\n attributes: safelyParseJSON(row.attributes as string),\n startTime: row.startTime,\n endTime: row.endTime,\n other: safelyParseJSON(row.other as string),\n createdAt: row.createdAt,\n })) as any;\n }\n}\n\nexport { LibSQLStore as DefaultStorage };\n"]}