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docs/mcp/dagpipe/modules/dagpipe.graph.json
Vishesh 'ironeagle' Bangotra 7aadae1736 feat: collect dagpipe wiki, refresh lib and mcp artifacts
Enables dagpipe wiki on the docs hub alongside lib and mcp, removes stale nested lib pages, and picks up regenerated GSDFC docstrings in the MCP bundle.
2026-09-16 15:43:14 +05:30

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{
"module": "dagpipe.graph",
"content": {
"path": "dagpipe.graph",
"docstring": "# Summary\n\nDefines DAG structure connecting nodes.\n\nA `Graph` describes execution topology only. It does not execute nodes or manage\n`State`. Execution is handled by an `Engine`.\n\n---\n\n# Responsibilities\n\n- Multiple roots, branching, and merging support.\n- Deterministic traversal based on topology.\n- Graph is mutable during construction but treated as immutable at runtime.",
"objects": {
"Node": {
"name": "Node",
"kind": "class",
"path": "dagpipe.graph.Node",
"signature": null,
"docstring": "Base class for all dagpipe execution nodes.\n\nAttributes:\n id (str):\n Unique identifier of the node (snake_case dotted format).\n\n name (str):\n Human-readable display name.\n\nNotes:\n **Responsibilities:**\n\n - Represents a deterministic unit of execution in the pipeline graph.\n - Consumes one `State` and produces zero, one, or many derived states.\n - Defines execution logic and enables branching, filtering, and transformation.\n\n **Guarantees:**\n\n - Nodes must never mutate the input `State`.\n - Instances are singletons per subclass and reused across executions.",
"members": {
"id": {
"name": "id",
"kind": "attribute",
"path": "dagpipe.graph.Node.id",
"signature": null,
"docstring": null
},
"name": {
"name": "name",
"kind": "attribute",
"path": "dagpipe.graph.Node.name",
"signature": null,
"docstring": null
},
"node_id_to_name": {
"name": "node_id_to_name",
"kind": "function",
"path": "dagpipe.graph.Node.node_id_to_name",
"signature": "node_id_to_name(node_id: str)",
"docstring": "Convert a dotted snake_case node ID into a human-readable name.\n\nArgs:\n node_id (str):\n Unique node identifier (e.g., 'entity.resolve.numeric_merchant').\n\nReturns:\n str:\n Human-readable display name (e.g., 'Entity Resolve Numeric Merchant')."
},
"clean_id_and_name": {
"name": "clean_id_and_name",
"kind": "function",
"path": "dagpipe.graph.Node.clean_id_and_name",
"signature": "clean_id_and_name()",
"docstring": "Normalize and validate node ID and display name.\n\nRaises:\n TypeError:\n If ID is not a string.\n ValueError:\n If ID format is invalid.\n\nNotes:\n **Guarantees:**\n\n - Generates ID from module and class name if missing.\n - Validates ID format.\n - Generates human-readable name if missing."
},
"run": {
"name": "run",
"kind": "function",
"path": "dagpipe.graph.Node.run",
"signature": "run(state: State)",
"docstring": "Execute this node on a `State`.\n\nArgs:\n state (State):\n Input execution state.\n\nReturns:\n tuple[State, ...]:\n Derived execution states.\n\nRaises:\n TypeError:\n If `resolve()` yields a non-`State` object."
},
"fork": {
"name": "fork",
"kind": "function",
"path": "dagpipe.graph.Node.fork",
"signature": "fork(state: State, *, payload_update: Any = None, confidence_delta: float = 0.0, metadata_update: Any = None)",
"docstring": "Create a child `State` attributed to this node.\n\nArgs:\n state (State):\n Parent execution state.\n\n payload_update (Any, optional):\n Dot-path payload updates.\n\n confidence_delta (float, optional):\n Confidence adjustment.\n\n metadata_update (Any, optional):\n Metadata updates.\n\nReturns:\n State:\n New child execution state.\n\nNotes:\n **Responsibilities:**\n\n - Convenience wrapper around `State.fork()` that automatically\n records this node's ID in state history."
},
"resolve": {
"name": "resolve",
"kind": "function",
"path": "dagpipe.graph.Node.resolve",
"signature": "resolve(state: State)",
"docstring": "Execute node logic.\n\nArgs:\n state (State):\n Input execution state.\n\nReturns:\n Iterable[State]:\n Derived execution state(s).\n\nNotes:\n **Responsibilities:**\n\n - Subclasses implement specific resolution behavior.\n - Must not mutate input state.\n - Should use `fork()` to create child states.\n - May yield zero states to terminate a branch."
},
"is_async": {
"name": "is_async",
"kind": "function",
"path": "dagpipe.graph.Node.is_async",
"signature": "is_async()",
"docstring": "Return whether this node executes asynchronously.\n\nReturns:\n bool:\n True if the node is an `AsyncNode` instance."
}
}
},
"Graph": {
"name": "Graph",
"kind": "class",
"path": "dagpipe.graph.Graph",
"signature": "Graph()",
"docstring": "Directed Acyclic Graph defining execution topology of `Node` objects.\n\nNotes:\n **Responsibilities:**\n\n - Stores node connectivity and validates that the topology remains acyclic.\n - Structure determines how `State` flows between nodes during execution.\n\n **Guarantees:**\n\n - Topology is acyclic. Node relationships remain consistent.\n - Thread-safe for concurrent reads after construction.",
"members": {
"add_edge": {
"name": "add_edge",
"kind": "function",
"path": "dagpipe.graph.Graph.add_edge",
"signature": "add_edge(src: Node, dst: Node) -> None",
"docstring": "Add a directed edge from `src` to `dst`.\n\nArgs:\n src (Node):\n Source node.\n\n dst (Node):\n Destination node.\n\nRaises:\n TypeError:\n If `src` or `dst` is not a `Node`.\n\n ValueError:\n If the edge would create a cycle or if `src` and `dst` are common.\n\nNotes:\n - Validates node types.\n - Prevents cycles.\n - Registers nodes if not present.\n - Updates parent and child mappings."
},
"add_root": {
"name": "add_root",
"kind": "function",
"path": "dagpipe.graph.Graph.add_root",
"signature": "add_root(node: Node) -> None",
"docstring": "Add a root node with no parents.\n\nArgs:\n node (Node):\n Node to add as a root.\n\nRaises:\n TypeError:\n If node is not a Node instance."
},
"children": {
"name": "children",
"kind": "function",
"path": "dagpipe.graph.Graph.children",
"signature": "children(node: Node) -> tuple[Node, ...]",
"docstring": "Return child nodes of a node.\n\nArgs:\n node (Node):\n Node to query.\n\nReturns:\n tuple[Node, ...]:\n Outgoing neighbors."
},
"parents": {
"name": "parents",
"kind": "function",
"path": "dagpipe.graph.Graph.parents",
"signature": "parents(node: Node) -> tuple[Node, ...]",
"docstring": "Return parent nodes of a node.\n\nArgs:\n node (Node):\n Node to query.\n\nReturns:\n tuple[Node, ...]:\n Incoming neighbors."
},
"roots": {
"name": "roots",
"kind": "function",
"path": "dagpipe.graph.Graph.roots",
"signature": "roots() -> tuple[Node, ...]",
"docstring": "Return root nodes (nodes with no incoming edges).\n\nReturns:\n tuple[Node, ...]:\n Entry point nodes."
},
"nodes": {
"name": "nodes",
"kind": "function",
"path": "dagpipe.graph.Graph.nodes",
"signature": "nodes() -> tuple[Node, ...]",
"docstring": "Return all nodes in the graph.\n\nReturns:\n tuple[Node, ...]:\n All registered nodes."
}
}
}
}
}
}