hypothetical demonstration of conversion to workflow friendly tools

This commit is contained in:
lda
2026-05-19 03:13:46 +07:00 Verified
parent e5f8dd1c31
commit 6a1610c510
4 changed files with 138 additions and 2 deletions
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@@ -35,6 +35,9 @@ This repository has three main packages plus examples and tests.
`wf_core` so the kernel package does not carry fixture/demo code. `wf_core` so the kernel package does not carry fixture/demo code.
- `examples/authoring_control_flow.py` demonstrates `WorkflowBuilder.branch`, - `examples/authoring_control_flow.py` demonstrates `WorkflowBuilder.branch`,
`handle`, `match`, `when`, `choose`, and `use_ref` with executable examples. `handle`, `match`, `when`, `choose`, and `use_ref` with executable examples.
- `examples/wrapper_status_route.py` and `examples/wrapper_normalization.py`
show two wrapper styles: routing on provider status fields, and converting
provider status fields into workflow outcomes.
## Tests ## Tests
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@@ -0,0 +1,95 @@
from __future__ import annotations
from typing import Literal
from pydantic import BaseModel
from wf_authoring import NodeReturn, WorkflowBuilder, node, outcome
from wf_core import END
class RawToolInput(BaseModel):
"""Input accepted by the raw provider-shaped tool."""
text: str
class RawToolOutput(BaseModel):
"""Provider-shaped result that hides business state in fields."""
status: Literal["done", "needs_input", "failed"]
message: str
class WrapperState(BaseModel):
"""State used to pass the raw provider result into the normalizer."""
status: str
message: str
class WrapperOutput(BaseModel):
"""Workflow-facing output after normalization."""
message: str
@node
def raw_status_tool(input: RawToolInput) -> RawToolOutput:
"""Stand in for an MCP tool whose output is not workflow-friendly yet."""
if input.text.endswith("?"):
return RawToolOutput(status="needs_input", message="Need clarification")
if not input.text.strip():
return RawToolOutput(status="failed", message="No text supplied")
return RawToolOutput(status="done", message=input.text.upper())
@node(outcomes=("done", "needs_input", "failed"))
def normalize_status(input: RawToolOutput) -> NodeReturn[WrapperOutput]:
"""Convert provider status fields into explicit workflow outcomes.
This is the key wrapper move: downstream graph code branches on outcomes
instead of re-parsing provider-specific result envelopes.
"""
return outcome(input.status, WrapperOutput(message=input.message))
def build_normalized_wrapper() -> WorkflowBuilder:
"""Build a wrapper graph around a provider-shaped raw tool result."""
graph = WorkflowBuilder(
name="normalized_status_wrapper",
input_schema=RawToolInput,
state_schema=WrapperState,
output_schema=WrapperOutput,
)
raw = graph.use(
raw_status_tool,
id="raw_tool",
in_map={"input.text": "text"},
out_map={
"status": "state.status",
"message": "state.message",
},
)
normalizer = graph.use(
normalize_status,
id="normalize",
in_map={
"state.status": "status",
"state.message": "message",
},
out_map={"message": "state.message"},
)
graph.connect(raw, "ok", normalizer)
graph.connect(normalizer, "done", END)
graph.connect(normalizer, "needs_input", END)
graph.connect(normalizer, "failed", END)
graph.set_entry_point(raw)
return graph
if __name__ == "__main__":
workflow = build_normalized_wrapper()
for text in ("hello", "clarify?", ""):
run = workflow.execute({"text": text})
print(text, run.status.value, run.output)
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@@ -62,16 +62,17 @@ def build_wrapper() -> WorkflowBuilder:
output_schema=WrapperOutput, output_schema=WrapperOutput,
) )
tool = graph.use(raw_tool) tool = graph.use(raw_tool)
graph.route( decision = graph.match(
state("status"), state("status"),
{ {
"done": graph.use(done, id="done"), "done": graph.use(done, id="done"),
"needs_input": graph.use(needs_input, id="needs_input"), "needs_input": graph.use(needs_input, id="needs_input"),
}, },
default=graph.use(failed, id="failed"), default=graph.use(failed, id="failed"),
id="status",
) )
graph.set_entry_point(tool) graph.set_entry_point(tool)
graph.connect(tool, "ok", "condition") graph.connect(tool, "ok", decision.entry)
graph.connect("done", "ok", "__end__") graph.connect("done", "ok", "__end__")
graph.connect("needs_input", "ok", "__end__") graph.connect("needs_input", "ok", "__end__")
graph.connect("failed", "ok", "__end__") graph.connect("failed", "ok", "__end__")
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@@ -0,0 +1,37 @@
from __future__ import annotations
import warnings
from wf_core import RunStatus
from examples.wrapper_status_route import build_wrapper
from examples.wrapper_normalization import build_normalized_wrapper
def test_status_wrapper_uses_match_without_deprecation_warning() -> None:
with warnings.catch_warnings():
warnings.simplefilter("error", DeprecationWarning)
workflow = build_wrapper()
run = workflow.execute({"text": "hello"})
assert run.status == RunStatus.COMPLETED
assert run.output["message"] == "HELLO"
def test_normalized_wrapper_maps_raw_status_to_workflow_outcome() -> None:
workflow = build_normalized_wrapper()
success = workflow.execute({"text": "hello"})
needs_input = workflow.execute({"text": "clarify?"})
failed = workflow.execute({"text": ""})
assert success.status == RunStatus.COMPLETED
assert success.trace[-1].outcome == "done"
assert success.output["message"] == "HELLO"
assert needs_input.status == RunStatus.COMPLETED
assert needs_input.trace[-1].outcome == "needs_input"
assert needs_input.output["message"] == "Need clarification"
assert failed.status == RunStatus.COMPLETED
assert failed.trace[-1].outcome == "failed"
assert failed.output["message"] == "No text supplied"