@langchain/langgraph/dist/pregel/remote.cjs.map

LangGraph

{"version":3,"file":"remote.cjs","names":["updatedStreamModes: StreamMode[]","Runnable","Client","tasks: PregelTaskDescription[]","CONFIG_KEY_STREAM","isCommand","namespace: string[]","CHECKPOINT_NAMESPACE_SEPARATOR","INTERRUPT","GraphInterrupt","RemoteException","nodesMap: Record<string, DrawableNode>","DrawableGraph"],"sources":["../../src/pregel/remote.ts"],"sourcesContent":["import {\n  Client,\n  type Checkpoint,\n  type ThreadState,\n} from \"@langchain/langgraph-sdk\";\nimport {\n  Graph as DrawableGraph,\n  Node as DrawableNode,\n} from \"@langchain/core/runnables/graph\";\nimport {\n  mergeConfigs,\n  Runnable,\n  RunnableConfig,\n} from \"@langchain/core/runnables\";\nimport {\n  All,\n  CheckpointListOptions,\n  CheckpointMetadata,\n} from \"@langchain/langgraph-checkpoint\";\nimport { StreamEvent } from \"@langchain/core/tracers/log_stream\";\nimport { IterableReadableStream } from \"@langchain/core/utils/stream\";\nimport { isBaseMessage } from \"@langchain/core/messages\";\n\nimport {\n  BaseChannel,\n  GraphInterrupt,\n  LangGraphRunnableConfig,\n  RemoteException,\n} from \"../web.js\";\nimport { StrRecord } from \"./algo.js\";\nimport { PregelInputType, PregelOptions, PregelOutputType } from \"./index.js\";\nimport { PregelNode } from \"./read.js\";\nimport {\n  PregelParams,\n  PregelInterface,\n  PregelTaskDescription,\n  StateSnapshot,\n  StreamMode,\n} from \"./types.js\";\nimport {\n  CHECKPOINT_NAMESPACE_SEPARATOR,\n  CONFIG_KEY_STREAM,\n  INTERRUPT,\n  isCommand,\n} from \"../constants.js\";\n\nexport type RemoteGraphParams = Omit<\n  PregelParams<StrRecord<string, PregelNode>, StrRecord<string, BaseChannel>>,\n  \"channels\" | \"nodes\" | \"inputChannels\" | \"outputChannels\"\n> & {\n  graphId: string;\n  client?: Client;\n  url?: string;\n  apiKey?: string;\n  headers?: Record<string, string>;\n};\n\n// eslint-disable-next-line @typescript-eslint/no-explicit-any\nconst _serializeInputs = (obj: any): any => {\n  if (obj === null || typeof obj !== \"object\") {\n    return obj;\n  }\n\n  if (Array.isArray(obj)) {\n    return obj.map(_serializeInputs);\n  }\n\n  // Handle BaseMessage instances by converting them to a serializable format\n  if (isBaseMessage(obj)) {\n    const dict = obj.toDict();\n    return {\n      ...dict.data,\n      role: obj.getType(),\n    };\n  }\n\n  return Object.fromEntries(\n    Object.entries(obj).map(([key, value]) => [key, _serializeInputs(value)])\n  );\n};\n\n/**\n * Return a tuple of the final list of stream modes sent to the\n * remote graph and a boolean flag indicating if only one stream mode was\n * originally requested and whether stream mode 'updates'\n * was present in the original list of stream modes.\n *\n * 'updates' mode is always added to the list of stream modes so that interrupts\n * can be detected in the remote graph.\n */\nconst getStreamModes = (\n  streamMode?: StreamMode | StreamMode[],\n  defaultStreamMode: StreamMode = \"updates\"\n) => {\n  const updatedStreamModes: StreamMode[] = [];\n  let reqUpdates = false;\n  let reqSingle = true;\n\n  if (\n    streamMode !== undefined &&\n    (typeof streamMode === \"string\" ||\n      (Array.isArray(streamMode) && streamMode.length > 0))\n  ) {\n    reqSingle = typeof streamMode === \"string\";\n    const mapped = Array.isArray(streamMode) ? streamMode : [streamMode];\n    updatedStreamModes.push(...mapped);\n  } else {\n    updatedStreamModes.push(defaultStreamMode);\n  }\n  if (updatedStreamModes.includes(\"updates\")) {\n    reqUpdates = true;\n  } else {\n    updatedStreamModes.push(\"updates\");\n  }\n  return {\n    updatedStreamModes,\n    reqUpdates,\n    reqSingle,\n  };\n};\n\n/**\n * The `RemoteGraph` class is a client implementation for calling remote\n * APIs that implement the LangGraph Server API specification.\n *\n * For example, the `RemoteGraph` class can be used to call APIs from deployments\n * on LangGraph Cloud.\n *\n * `RemoteGraph` behaves the same way as a `StateGraph` and can be used directly as\n * a node in another `StateGraph`.\n *\n * @example\n * ```ts\n * import { RemoteGraph } from \"@langchain/langgraph/remote\";\n *\n * // Can also pass a LangGraph SDK client instance directly\n * const remoteGraph = new RemoteGraph({\n *   graphId: process.env.LANGGRAPH_REMOTE_GRAPH_ID!,\n *   apiKey: process.env.LANGGRAPH_REMOTE_GRAPH_API_KEY,\n *   url: process.env.LANGGRAPH_REMOTE_GRAPH_API_URL,\n * });\n *\n * const input = {\n *   messages: [\n *     {\n *       role: \"human\",\n *       content: \"Hello world!\",\n *     },\n *   ],\n * };\n *\n * const config = {\n *   configurable: { thread_id: \"threadId1\" },\n * };\n *\n * await remoteGraph.invoke(input, config);\n * ```\n */\nexport class RemoteGraph<\n    Nn extends StrRecord<string, PregelNode> = StrRecord<string, PregelNode>,\n    Cc extends StrRecord<string, BaseChannel> = StrRecord<string, BaseChannel>,\n    // eslint-disable-next-line @typescript-eslint/no-explicit-any\n    ContextType extends Record<string, any> = StrRecord<string, any>\n  >\n  extends Runnable<\n    PregelInputType,\n    PregelOutputType,\n    PregelOptions<Nn, Cc, ContextType>\n  >\n  implements PregelInterface<Nn, Cc, ContextType>\n{\n  static lc_name() {\n    return \"RemoteGraph\";\n  }\n\n  lc_namespace = [\"langgraph\", \"pregel\"];\n\n  lg_is_pregel = true;\n\n  config?: RunnableConfig;\n\n  graphId: string;\n\n  protected client: Client;\n\n  protected interruptBefore?: Array<keyof Nn> | All;\n\n  protected interruptAfter?: Array<keyof Nn> | All;\n\n  constructor(params: RemoteGraphParams) {\n    super(params);\n\n    this.graphId = params.graphId;\n    this.client =\n      params.client ??\n      new Client({\n        apiUrl: params.url,\n        apiKey: params.apiKey,\n        defaultHeaders: params.headers,\n      });\n    this.config = params.config;\n    this.interruptBefore = params.interruptBefore;\n    this.interruptAfter = params.interruptAfter;\n  }\n\n  // eslint-disable-next-line @typescript-eslint/ban-ts-comment\n  // @ts-ignore Remove ignore when we remove support for 0.2 versions of core\n  override withConfig(config: RunnableConfig): typeof this {\n    const mergedConfig = mergeConfigs(this.config, config);\n    // eslint-disable-next-line @typescript-eslint/no-explicit-any\n    return new (this.constructor as any)({ ...this, config: mergedConfig });\n  }\n\n  protected _sanitizeConfig(config: RunnableConfig) {\n    const reservedConfigurableKeys = new Set([\n      \"callbacks\",\n      \"checkpoint_map\",\n      \"checkpoint_id\",\n      \"checkpoint_ns\",\n    ]);\n\n    const sanitizeObj = <T>(obj: T): T => {\n      try {\n        // This will only throw if we're trying to serialize a circular reference\n        // or trying to serialize a BigInt...\n        JSON.stringify(obj);\n        return obj;\n      } catch {\n        const seen = new WeakSet();\n        return JSON.parse(\n          JSON.stringify(obj, (_, value) => {\n            if (typeof value === \"object\" && value != null) {\n              if (seen.has(value)) return \"[Circular]\";\n              seen.add(value);\n            }\n\n            if (typeof value === \"bigint\") return value.toString();\n            return value;\n          })\n        );\n      }\n    };\n\n    // Remove non-JSON serializable fields from the config\n    const sanitizedConfig = sanitizeObj(config);\n\n    // Only include configurable keys that are not reserved and\n    // not starting with \"__pregel_\" prefix\n    const newConfigurable = Object.fromEntries(\n      Object.entries(sanitizedConfig.configurable ?? {}).filter(\n        ([k]) => !reservedConfigurableKeys.has(k) && !k.startsWith(\"__pregel_\")\n      )\n    );\n\n    return {\n      tags: sanitizedConfig.tags ?? [],\n      metadata: sanitizedConfig.metadata ?? {},\n      configurable: newConfigurable,\n      recursion_limit: sanitizedConfig.recursionLimit,\n    };\n  }\n\n  protected _getConfig(checkpoint: Record<string, unknown>): RunnableConfig {\n    return {\n      configurable: {\n        thread_id: checkpoint.thread_id,\n        checkpoint_ns: checkpoint.checkpoint_ns,\n        checkpoint_id: checkpoint.checkpoint_id,\n        checkpoint_map: checkpoint.checkpoint_map ?? {},\n      },\n    };\n  }\n\n  protected _getCheckpoint(config?: RunnableConfig): Checkpoint | undefined {\n    if (config?.configurable === undefined) {\n      return undefined;\n    }\n\n    const checkpointKeys = [\n      \"thread_id\",\n      \"checkpoint_ns\",\n      \"checkpoint_id\",\n      \"checkpoint_map\",\n    ] as const;\n\n    const checkpoint = Object.fromEntries(\n      checkpointKeys\n        .map((key) => [key, config.configurable![key]])\n        .filter(([_, value]) => value !== undefined)\n    );\n\n    return Object.keys(checkpoint).length > 0 ? checkpoint : undefined;\n  }\n\n  protected _createStateSnapshot(state: ThreadState): StateSnapshot {\n    const tasks: PregelTaskDescription[] = state.tasks.map((task) => {\n      return {\n        id: task.id,\n        name: task.name,\n        error: task.error ? { message: task.error } : undefined,\n        // TODO: remove in LangGraph.js 0.4\n        interrupts: task.interrupts.map(({ id, ...rest }) => ({\n          interrupt_id: id,\n          ...rest,\n        })),\n        // eslint-disable-next-line no-nested-ternary\n        state: task.state\n          ? this._createStateSnapshot(task.state)\n          : task.checkpoint\n          ? { configurable: task.checkpoint }\n          : undefined,\n        // eslint-disable-next-line @typescript-eslint/no-explicit-any\n        result: (task as any).result,\n      };\n    });\n\n    return {\n      values: state.values,\n      next: state.next ? [...state.next] : [],\n      config: {\n        configurable: {\n          thread_id: state.checkpoint.thread_id,\n          checkpoint_ns: state.checkpoint.checkpoint_ns,\n          checkpoint_id: state.checkpoint.checkpoint_id,\n          checkpoint_map: state.checkpoint.checkpoint_map ?? {},\n        },\n      },\n      metadata: state.metadata\n        ? (state.metadata as CheckpointMetadata)\n        : undefined,\n      createdAt: state.created_at ?? undefined,\n      parentConfig: state.parent_checkpoint\n        ? {\n            configurable: {\n              thread_id: state.parent_checkpoint.thread_id,\n              checkpoint_ns: state.parent_checkpoint.checkpoint_ns,\n              checkpoint_id: state.parent_checkpoint.checkpoint_id,\n              checkpoint_map: state.parent_checkpoint.checkpoint_map ?? {},\n            },\n          }\n        : undefined,\n      tasks,\n    };\n  }\n\n  override async invoke(\n    input: PregelInputType,\n    options?: Partial<PregelOptions<Nn, Cc, ContextType>>\n  ): Promise<PregelOutputType> {\n    let lastValue;\n    const stream = await this.stream(input, {\n      ...options,\n      streamMode: \"values\",\n    });\n    for await (const chunk of stream) {\n      lastValue = chunk;\n    }\n    return lastValue;\n  }\n\n  override streamEvents(\n    input: PregelInputType,\n    options: Partial<PregelOptions<Nn, Cc, ContextType>> & {\n      version: \"v1\" | \"v2\";\n    }\n  ): IterableReadableStream<StreamEvent>;\n\n  override streamEvents(\n    input: PregelInputType,\n    options: Partial<PregelOptions<Nn, Cc, ContextType>> & {\n      version: \"v1\" | \"v2\";\n      encoding: never;\n    }\n  ): IterableReadableStream<never>;\n\n  override streamEvents(\n    _input: PregelInputType,\n    _options: Partial<PregelOptions<Nn, Cc, ContextType>> & {\n      version: \"v1\" | \"v2\";\n      encoding?: never;\n    }\n  ): IterableReadableStream<StreamEvent> {\n    throw new Error(\"Not implemented.\");\n  }\n\n  override async *_streamIterator(\n    input: PregelInputType,\n    options?: Partial<PregelOptions<Nn, Cc, ContextType>>\n  ): AsyncGenerator<PregelOutputType> {\n    const mergedConfig = mergeConfigs(this.config, options);\n    const sanitizedConfig = this._sanitizeConfig(mergedConfig);\n\n    const streamProtocolInstance = options?.configurable?.[CONFIG_KEY_STREAM];\n\n    const streamSubgraphs =\n      options?.subgraphs ?? streamProtocolInstance !== undefined;\n\n    const interruptBefore = options?.interruptBefore ?? this.interruptBefore;\n    const interruptAfter = options?.interruptAfter ?? this.interruptAfter;\n\n    const { updatedStreamModes, reqSingle, reqUpdates } = getStreamModes(\n      options?.streamMode\n    );\n\n    const extendedStreamModes = [\n      ...new Set([\n        ...updatedStreamModes,\n        ...(streamProtocolInstance?.modes ?? new Set()),\n      ]),\n    ].map((mode) => {\n      if (mode === \"messages\") return \"messages-tuple\";\n      return mode;\n    });\n\n    let command;\n    let serializedInput;\n    if (isCommand(input)) {\n      // TODO: Remove cast when SDK type fix gets merged\n      command = input.toJSON() as Record<string, unknown>;\n      serializedInput = undefined;\n    } else {\n      serializedInput = _serializeInputs(input);\n    }\n\n    for await (const chunk of this.client.runs.stream(\n      sanitizedConfig.configurable.thread_id as string,\n      this.graphId,\n      {\n        command,\n        input: serializedInput,\n        config: sanitizedConfig,\n        streamMode: extendedStreamModes,\n        interruptBefore: interruptBefore as string[],\n        interruptAfter: interruptAfter as string[],\n        streamSubgraphs,\n        ifNotExists: \"create\",\n        signal: mergedConfig.signal,\n      }\n    )) {\n      let mode;\n      let namespace: string[];\n      if (chunk.event.includes(CHECKPOINT_NAMESPACE_SEPARATOR)) {\n        const eventComponents = chunk.event.split(\n          CHECKPOINT_NAMESPACE_SEPARATOR\n        );\n        // eslint-disable-next-line prefer-destructuring\n        mode = eventComponents[0];\n        namespace = eventComponents.slice(1);\n      } else {\n        mode = chunk.event;\n        namespace = [];\n      }\n      const callerNamespace = options?.configurable?.checkpoint_ns;\n      if (typeof callerNamespace === \"string\") {\n        namespace = callerNamespace\n          .split(CHECKPOINT_NAMESPACE_SEPARATOR)\n          .concat(namespace);\n      }\n      if (\n        streamProtocolInstance !== undefined &&\n        streamProtocolInstance.modes?.has(chunk.event)\n      ) {\n        streamProtocolInstance.push([namespace, mode, chunk.data]);\n      }\n      if (chunk.event.startsWith(\"updates\")) {\n        if (\n          typeof chunk.data === \"object\" &&\n          chunk.data?.[INTERRUPT] !== undefined\n        ) {\n          throw new GraphInterrupt(chunk.data[INTERRUPT]);\n        }\n        if (!reqUpdates) {\n          continue;\n        }\n      } else if (chunk.event?.startsWith(\"error\")) {\n        throw new RemoteException(\n          typeof chunk.data === \"string\"\n            ? chunk.data\n            : JSON.stringify(chunk.data)\n        );\n      }\n      if (\n        !updatedStreamModes.includes(\n          chunk.event.split(CHECKPOINT_NAMESPACE_SEPARATOR)[0] as StreamMode\n        )\n      ) {\n        continue;\n      }\n      if (options?.subgraphs) {\n        if (reqSingle) {\n          yield [namespace, chunk.data];\n        } else {\n          yield [namespace, mode, chunk.data];\n        }\n      } else if (reqSingle) {\n        yield chunk.data;\n      } else {\n        yield [mode, chunk.data];\n      }\n    }\n  }\n\n  async updateState(\n    inputConfig: LangGraphRunnableConfig,\n    values: Record<string, unknown>,\n    asNode?: string\n  ): Promise<RunnableConfig> {\n    const mergedConfig = mergeConfigs(this.config, inputConfig);\n    const response = await this.client.threads.updateState(\n      mergedConfig.configurable?.thread_id,\n      { values, asNode, checkpoint: this._getCheckpoint(mergedConfig) }\n    );\n    // TODO: Fix SDK typing\n    // eslint-disable-next-line @typescript-eslint/no-explicit-any\n    return this._getConfig((response as any).checkpoint);\n  }\n\n  async *getStateHistory(\n    config: RunnableConfig,\n    options?: CheckpointListOptions\n  ): AsyncIterableIterator<StateSnapshot> {\n    const mergedConfig = mergeConfigs(this.config, config);\n    const states = await this.client.threads.getHistory(\n      mergedConfig.configurable?.thread_id,\n      {\n        limit: options?.limit ?? 10,\n        // TODO: Fix type\n        // eslint-disable-next-line @typescript-eslint/no-explicit-any\n        before: this._getCheckpoint(options?.before) as any,\n        metadata: options?.filter,\n        checkpoint: this._getCheckpoint(mergedConfig),\n      }\n    );\n    for (const state of states) {\n      yield this._createStateSnapshot(state);\n    }\n  }\n\n  protected _getDrawableNodes(\n    nodes: Array<{\n      id: string | number;\n      name?: string;\n      // eslint-disable-next-line @typescript-eslint/no-explicit-any\n      data?: Record<string, any> | string;\n      metadata?: unknown;\n    }>\n  ): Record<string, DrawableNode> {\n    const nodesMap: Record<string, DrawableNode> = {};\n    for (const node of nodes) {\n      const nodeId = node.id;\n      nodesMap[nodeId] = {\n        id: nodeId.toString(),\n        name: typeof node.data === \"string\" ? node.data : node.data?.name ?? \"\",\n        // eslint-disable-next-line @typescript-eslint/no-explicit-any\n        data: (node.data as any) ?? {},\n        metadata:\n          typeof node.data !== \"string\" ? node.data?.metadata ?? {} : {},\n      };\n    }\n    return nodesMap;\n  }\n\n  async getState(\n    config: RunnableConfig,\n    options?: { subgraphs?: boolean }\n  ): Promise<StateSnapshot> {\n    const mergedConfig = mergeConfigs(this.config, config);\n\n    const state = await this.client.threads.getState(\n      mergedConfig.configurable?.thread_id,\n      this._getCheckpoint(mergedConfig),\n      options\n    );\n    return this._createStateSnapshot(state);\n  }\n\n  /** @deprecated Use getGraphAsync instead. The async method will become the default in the next minor release. */\n  override getGraph(\n    _?: RunnableConfig & { xray?: boolean | number }\n  ): DrawableGraph {\n    throw new Error(\n      `The synchronous \"getGraph\" is not supported for this graph. Call \"getGraphAsync\" instead.`\n    );\n  }\n\n  /**\n   * Returns a drawable representation of the computation graph.\n   */\n  async getGraphAsync(config?: RunnableConfig & { xray?: boolean | number }) {\n    const graph = await this.client.assistants.getGraph(this.graphId, {\n      xray: config?.xray,\n    });\n    return new DrawableGraph({\n      nodes: this._getDrawableNodes(graph.nodes),\n      edges: graph.edges,\n    });\n  }\n\n  /** @deprecated Use getSubgraphsAsync instead. The async method will become the default in the next minor release. */\n  getSubgraphs(): Generator<[string, PregelInterface<Nn, Cc, ContextType>]> {\n    throw new Error(\n      `The synchronous \"getSubgraphs\" method is not supported for this graph. Call \"getSubgraphsAsync\" instead.`\n    );\n  }\n\n  async *getSubgraphsAsync(\n    namespace?: string,\n    recurse = false\n  ): AsyncGenerator<[string, PregelInterface<Nn, Cc, ContextType>]> {\n    const subgraphs = await this.client.assistants.getSubgraphs(this.graphId, {\n      namespace,\n      recurse,\n    });\n\n    for (const [ns, graphSchema] of Object.entries(subgraphs)) {\n      // eslint-disable-next-line @typescript-eslint/no-explicit-any\n      const remoteSubgraph = new (this.constructor as any)({\n        ...this,\n        graphId: graphSchema.graph_id,\n      });\n      yield [ns, remoteSubgraph];\n    }\n  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