Files
docs/dagpipe/mcp/modules/dagpipe.node.json
Vishesh 'ironeagle' Bangotra a32eeaf2b4 feat: serve docs flat at /<repo>/ with no redirects
- collect.py copies each repo's built site contents directly to a
  top-level <repo>/ dir (was libs|apis|wiki/<repo>/site nesting)
- nginx uses `index index.html lib/index.html api/index.html` so
  /dagpipe/ -> lib/index.html, /auth-server/ -> api/index.html are
  served internally with no redirects
- _index regenerates links against the flat layout
  (/dagpipe/lib/, /auth-server/api/, /mongo-ops/, /blog/...)
- config.yml static entries point at vendored blog/ + media-manager/
- Dockerfile copies per-repo dirs flat into the nginx html root
- removed stale libs/, apis/, wiki/, tutorials/ category trees
2026-09-11 21:32:30 +05:30

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{
"module": "dagpipe.node",
"content": {
"path": "dagpipe.node",
"docstring": "# Summary\n\nDefines the `Node` abstraction used by `dagpipe`.\n\nA node represents a single unit of pipeline execution logic. It consumes one\n`State` and produces zero, one, or many new `State` objects.\n\nNodes are connected using a `Graph` and executed by an `Engine`.\n\n---\n\n# Design principles\n\n- **Pure:** Must not mutate input state.\n- **Deterministic:** Same input produces same output.\n- **Stateless:** Recommended to be stateless for reuse.\n- **Composable:** Nodes enable branching execution graphs.",
"objects": {
"inspect": {
"name": "inspect",
"kind": "alias",
"path": "dagpipe.node.inspect",
"signature": "<bound method Alias.signature of Alias('inspect', 'inspect')>",
"docstring": null
},
"re": {
"name": "re",
"kind": "alias",
"path": "dagpipe.node.re",
"signature": "<bound method Alias.signature of Alias('re', 're')>",
"docstring": null
},
"ABC": {
"name": "ABC",
"kind": "alias",
"path": "dagpipe.node.ABC",
"signature": "<bound method Alias.signature of Alias('ABC', 'abc.ABC')>",
"docstring": null
},
"abstractmethod": {
"name": "abstractmethod",
"kind": "alias",
"path": "dagpipe.node.abstractmethod",
"signature": "<bound method Alias.signature of Alias('abstractmethod', 'abc.abstractmethod')>",
"docstring": null
},
"Iterable": {
"name": "Iterable",
"kind": "alias",
"path": "dagpipe.node.Iterable",
"signature": "<bound method Alias.signature of Alias('Iterable', 'collections.abc.Iterable')>",
"docstring": null
},
"Iterator": {
"name": "Iterator",
"kind": "alias",
"path": "dagpipe.node.Iterator",
"signature": "<bound method Alias.signature of Alias('Iterator', 'collections.abc.Iterator')>",
"docstring": null
},
"Any": {
"name": "Any",
"kind": "alias",
"path": "dagpipe.node.Any",
"signature": "<bound method Alias.signature of Alias('Any', 'typing.Any')>",
"docstring": null
},
"cast": {
"name": "cast",
"kind": "alias",
"path": "dagpipe.node.cast",
"signature": "<bound method Alias.signature of Alias('cast', 'typing.cast')>",
"docstring": null
},
"State": {
"name": "State",
"kind": "class",
"path": "dagpipe.node.State",
"signature": "<bound method Alias.signature of Alias('State', 'dagpipe.state.State')>",
"docstring": "Immutable execution state propagated through dagpipe pipeline.\n\nAttributes:\n payload (Payload):\n Execution data container.\n\n schema (ClassVar[Schema]):\n Payload validation schema.\n\n confidence (float):\n Execution confidence score.\n\n parent (Optional[State]):\n Parent state reference.\n\n depth (int):\n Execution depth.\n\n history (Tuple[str, ...]):\n Ordered node execution lineage.\n\n metadata (Dict[str, Any]):\n Execution metadata.\n\nNotes:\n **Responsibilities:**\n\n - Represents a complete execution snapshot at a specific point in\n pipeline traversal.\n - Fundamental unit of execution in `dagpipe`.\n - Fully thread-safe due to immutability.",
"members": {
"payload": {
"name": "payload",
"kind": "attribute",
"path": "dagpipe.node.State.payload",
"signature": "<bound method Alias.signature of Alias('payload', 'dagpipe.state.State.payload')>",
"docstring": null
},
"schema": {
"name": "schema",
"kind": "attribute",
"path": "dagpipe.node.State.schema",
"signature": "<bound method Alias.signature of Alias('schema', 'dagpipe.state.State.schema')>",
"docstring": null
},
"confidence": {
"name": "confidence",
"kind": "attribute",
"path": "dagpipe.node.State.confidence",
"signature": "<bound method Alias.signature of Alias('confidence', 'dagpipe.state.State.confidence')>",
"docstring": null
},
"parent": {
"name": "parent",
"kind": "attribute",
"path": "dagpipe.node.State.parent",
"signature": "<bound method Alias.signature of Alias('parent', 'dagpipe.state.State.parent')>",
"docstring": null
},
"depth": {
"name": "depth",
"kind": "attribute",
"path": "dagpipe.node.State.depth",
"signature": "<bound method Alias.signature of Alias('depth', 'dagpipe.state.State.depth')>",
"docstring": null
},
"history": {
"name": "history",
"kind": "attribute",
"path": "dagpipe.node.State.history",
"signature": "<bound method Alias.signature of Alias('history', 'dagpipe.state.State.history')>",
"docstring": null
},
"metadata": {
"name": "metadata",
"kind": "attribute",
"path": "dagpipe.node.State.metadata",
"signature": "<bound method Alias.signature of Alias('metadata', 'dagpipe.state.State.metadata')>",
"docstring": null
},
"fork": {
"name": "fork",
"kind": "function",
"path": "dagpipe.node.State.fork",
"signature": "<bound method Alias.signature of Alias('fork', 'dagpipe.state.State.fork')>",
"docstring": "Create a new child `State` derived from this state.\n\nArgs:\n payload_update (Mapping[str, Any], optional):\n Dot-path updates applied to the payload.\n\n confidence_delta (float, optional):\n Adjustment applied to current confidence.\n\n node_id (str, optional):\n Identifier of the node creating this state.\n\n metadata_update (Mapping[str, Any], optional):\n Updates merged into state metadata.\n\nReturns:\n State:\n A new immutable `State` instance.\n\nNotes:\n **Guarantees:**\n\n - This is the only supported mechanism for modifying execution data.\n - Validates payload updates, preserves lineage, increments depth,\n and appends to history."
},
"lineage": {
"name": "lineage",
"kind": "function",
"path": "dagpipe.node.State.lineage",
"signature": "<bound method Alias.signature of Alias('lineage', 'dagpipe.state.State.lineage')>",
"docstring": "Return lineage from root to this State.\n\nReturns:\n Tuple[State, ...]:\n Ordered execution lineage (root first)."
},
"get": {
"name": "get",
"kind": "function",
"path": "dagpipe.node.State.get",
"signature": "<bound method Alias.signature of Alias('get', 'dagpipe.state.State.get')>",
"docstring": "Retrieve payload value.\n\nArgs:\n key (str):\n Dot-path key.\n default (Any, optional):\n Fallback value.\n\nReturns:\n Any:\n Stored value or default."
},
"has": {
"name": "has",
"kind": "function",
"path": "dagpipe.node.State.has",
"signature": "<bound method Alias.signature of Alias('has', 'dagpipe.state.State.has')>",
"docstring": "Check whether payload contains key.\n\nArgs:\n key (str):\n Dot-path key.\n\nReturns:\n bool:\n Existence of the key."
}
}
},
"Node": {
"name": "Node",
"kind": "class",
"path": "dagpipe.node.Node",
"signature": "<bound method Class.signature of Class('Node', 32, 276)>",
"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.node.Node.id",
"signature": null,
"docstring": null
},
"name": {
"name": "name",
"kind": "attribute",
"path": "dagpipe.node.Node.name",
"signature": null,
"docstring": null
},
"node_id_to_name": {
"name": "node_id_to_name",
"kind": "function",
"path": "dagpipe.node.Node.node_id_to_name",
"signature": "<bound method Function.signature of Function('node_id_to_name', 60, 80)>",
"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.node.Node.clean_id_and_name",
"signature": "<bound method Function.signature of Function('clean_id_and_name', 82, 119)>",
"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.node.Node.run",
"signature": "<bound method Function.signature of Function('run', 149, 166)>",
"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.node.Node.fork",
"signature": "<bound method Function.signature of Function('fork', 178, 218)>",
"docstring": "Create a child `State` attributed to this node.\n\nArgs:\n state (State):\n Parent execution state.\n\n payload_update (Mapping[str, Any], optional):\n Dot-path payload updates.\n\n confidence_delta (float, optional):\n Confidence adjustment.\n\n metadata_update (Mapping[str, 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.node.Node.resolve",
"signature": "<bound method Function.signature of Function('resolve', 250, 272)>",
"docstring": "Execute node logic.\n\nArgs:\n state (State):\n Input execution state.\n\nYields:\n 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.node.Node.is_async",
"signature": "<bound method Function.signature of Function('is_async', 274, 276)>",
"docstring": "Return whether this node executes asynchronously."
}
}
},
"AsyncNode": {
"name": "AsyncNode",
"kind": "class",
"path": "dagpipe.node.AsyncNode",
"signature": "<bound method Class.signature of Class('AsyncNode', 279, 342)>",
"docstring": "Base class for nodes whose execution is asynchronous.\n\nSubclasses implement `resolve_async` (an async generator yielding derived\n`State` objects). The engine dispatches to `resolve_async` when running an\nasync traversal (see `Engine.run_async`).\n\nSync-only engines (and the base `Node.run`) treat an `AsyncNode` as a no-op\nconsumer: calling `run` on an `AsyncNode` returns no states, signalling that\nan async engine is required.",
"members": {
"resolve": {
"name": "resolve",
"kind": "function",
"path": "dagpipe.node.AsyncNode.resolve",
"signature": "<bound method Function.signature of Function('resolve', 308, 309)>",
"docstring": null
},
"resolve_async": {
"name": "resolve_async",
"kind": "function",
"path": "dagpipe.node.AsyncNode.resolve_async",
"signature": "<bound method Function.signature of Function('resolve_async', 311, 327)>",
"docstring": "Execute node logic asynchronously.\n\nArgs:\n state (State):\n Input execution state.\n\nReturns:\n Iterable[State]:\n Derived execution state(s).\n\nNotes:\n Subclasses implement this. Must not mutate the input state.\n Should use `fork()` to create child states."
},
"run_async": {
"name": "run_async",
"kind": "function",
"path": "dagpipe.node.AsyncNode.run_async",
"signature": "<bound method Function.signature of Function('run_async', 329, 342)>",
"docstring": "Execute this node asynchronously on a state, validating outputs."
}
}
},
"abc": {
"name": "abc",
"kind": "alias",
"path": "dagpipe.node.abc",
"signature": "<bound method Alias.signature of Alias('abc', 'abc')>",
"docstring": null
}
}
}
}