Files
lda-wf/examples/demo_workflow.py
T

331 lines
12 KiB
Python

from __future__ import annotations
from collections.abc import Callable
from typing import cast
from wf_core import END, RuntimeContext, Workflow
DemoHandler = Callable[[dict[str, object], RuntimeContext], dict[str, object]]
def build_demo_workflow() -> Workflow:
return Workflow.model_validate(
{
"name": "drive_summary_demo",
"input_schema": {
"type": "object",
"properties": {
"folder_id": {"type": "string"},
"should_email": {"type": "boolean"},
},
"required": ["folder_id", "should_email"],
},
"state_schema": {
"fields": {
"folder_id": {"type": "string"},
"should_email": {"type": "boolean"},
"documents": {"type": "array", "reducer": "wf.std.replace"},
"item_summaries": {"type": "array", "reducer": "wf.std.append"},
"summary": {"type": "string", "reducer": "wf.std.replace"},
"approved": {"type": "boolean", "reducer": "wf.std.replace"},
"approval_comment": {
"type": "string",
"reducer": "wf.std.replace",
},
"email_status": {"type": "string", "reducer": "wf.std.replace"},
}
},
"output_schema": {
"type": "object",
"properties": {
"summary": {"type": "string"},
"email_status": {"type": "string"},
},
"required": ["summary", "email_status"],
},
"node_defs": [
{
"name": "drive_list_files",
"input_schema": {
"type": "object",
"properties": {"folder_id": {"type": "string"}},
"required": ["folder_id"],
},
"output_schema": {
"type": "object",
"properties": {"documents": {"type": "array"}},
"required": ["documents"],
},
"outcomes": ["ok"],
},
{
"name": "summarize_document",
"input_schema": {
"type": "object",
"properties": {"document": {"type": "string"}},
"required": ["document"],
},
"output_schema": {
"type": "object",
"properties": {"item_summary": {"type": "string"}},
"required": ["item_summary"],
},
"outcomes": ["ok"],
},
{
"name": "combine_summaries",
"input_schema": {
"type": "object",
"properties": {"item_summaries": {"type": "array"}},
"required": ["item_summaries"],
},
"output_schema": {
"type": "object",
"properties": {"summary": {"type": "string"}},
"required": ["summary"],
},
"outcomes": ["ok"],
},
{
"name": "send_email",
"input_schema": {
"type": "object",
"properties": {"summary": {"type": "string"}},
"required": ["summary"],
},
"output_schema": {
"type": "object",
"properties": {"email_status": {"type": "string"}},
"required": ["email_status"],
},
"outcomes": ["sent"],
},
{
"name": "mark_email_skipped",
"input_schema": {
"type": "object",
"properties": {},
},
"output_schema": {
"type": "object",
"properties": {"email_status": {"type": "string"}},
"required": ["email_status"],
},
"outcomes": ["ok"],
},
],
"start": "list_files",
"nodes": [
{
"id": "list_files",
"type": "node",
"node": "drive_list_files",
"desc": "List files from a Google Drive folder",
"input": [
{
"target": {"root": "local", "parts": ["folder_id"]},
"path": {"root": "input", "parts": ["folder_id"]},
}
],
"output": [
{
"source": {"root": "local", "parts": ["documents"]},
"target": {"root": "state", "parts": ["documents"]},
}
],
},
{
"id": "summarize_each",
"type": "foreach",
"over": {"root": "state", "parts": ["documents"]},
"as": "document",
"mode": "serial",
"on_item_error": "fail",
},
{
"id": "summarize_one",
"type": "node",
"node": "summarize_document",
"desc": "Summarize one document",
"input": [
{
"target": {"root": "local", "parts": ["document"]},
"path": {"root": "context", "parts": ["document"]},
}
],
"output": [
{
"source": {"root": "local", "parts": ["item_summary"]},
"target": {"root": "state", "parts": ["item_summaries"]},
}
],
},
{
"id": "combine_summaries",
"type": "node",
"node": "combine_summaries",
"desc": "Combine item summaries into one final summary",
"input": [
{
"target": {"root": "local", "parts": ["item_summaries"]},
"path": {"root": "state", "parts": ["item_summaries"]},
}
],
"output": [
{
"source": {"root": "local", "parts": ["summary"]},
"target": {"root": "state", "parts": ["summary"]},
}
],
},
{
"id": "should_email",
"type": "condition",
"check": {
"op": "eq",
"left": {"path": "state.should_email"},
"right": {"value": True},
},
},
{
"id": "send_email",
"type": "node",
"node": "send_email",
"desc": "Send the summary by email",
"input": [
{
"target": {"root": "local", "parts": ["summary"]},
"path": {"root": "state", "parts": ["summary"]},
}
],
"output": [
{
"source": {"root": "local", "parts": ["email_status"]},
"target": {"root": "state", "parts": ["email_status"]},
}
],
},
{
"id": "approve_email",
"type": "interrupt",
"kind": "approval",
"request": [
{
"target": {"root": "local", "parts": ["summary"]},
"path": {"root": "state", "parts": ["summary"]},
},
{
"target": {"root": "local", "parts": ["folder_id"]},
"path": {"root": "input", "parts": ["folder_id"]},
},
],
"resume": [
{
"source": {"root": "local", "parts": ["approved"]},
"target": {"root": "state", "parts": ["approved"]},
},
{
"source": {"root": "local", "parts": ["comment"]},
"target": {
"root": "state",
"parts": ["approval_comment"],
},
},
],
"outcomes": ["submitted", "cancelled"],
},
{
"id": "skip_email",
"type": "node",
"node": "mark_email_skipped",
"desc": "Record that email delivery was skipped",
"output": [
{
"source": {"root": "local", "parts": ["email_status"]},
"target": {"root": "state", "parts": ["email_status"]},
}
],
},
],
"edges": [
{"from": "list_files", "outcome": "ok", "to": "summarize_each"},
{"from": "summarize_each", "outcome": "loop", "to": "summarize_one"},
{
"from": "summarize_each",
"outcome": "done",
"to": "combine_summaries",
},
{"from": "summarize_one", "outcome": "ok", "to": END},
{"from": "combine_summaries", "outcome": "ok", "to": "should_email"},
{"from": "should_email", "outcome": "true", "to": "approve_email"},
{"from": "should_email", "outcome": "false", "to": "skip_email"},
{"from": "approve_email", "outcome": "submitted", "to": "send_email"},
{"from": "approve_email", "outcome": "cancelled", "to": "skip_email"},
{"from": "send_email", "outcome": "sent", "to": END},
{"from": "skip_email", "outcome": "ok", "to": END},
],
}
)
def drive_list_files(
payload: dict[str, object], ctx: RuntimeContext
) -> dict[str, object]:
folder_id = payload["folder_id"]
return {
"outcome": "ok",
"output": {
"documents": [
f"{folder_id}/meeting-notes.md",
f"{folder_id}/weekly-report.md",
]
},
}
def summarize_documents(
payload: dict[str, object], ctx: RuntimeContext
) -> dict[str, object]:
document = payload["document"]
return {
"outcome": "ok",
"output": {"item_summary": f"Summary of {document}"},
}
def combine_summaries(
payload: dict[str, object], ctx: RuntimeContext
) -> dict[str, object]:
raw_item_summaries = cast(list[object], payload["item_summaries"])
item_summaries = [str(item) for item in raw_item_summaries]
return {
"outcome": "ok",
"output": {"summary": " | ".join(item_summaries)},
}
def send_email(payload: dict[str, object], ctx: RuntimeContext) -> dict[str, object]:
return {
"outcome": "sent",
"output": {"email_status": f"sent: {payload['summary']}"},
}
def mark_email_skipped(
payload: dict[str, object], ctx: RuntimeContext
) -> dict[str, object]:
return {
"outcome": "ok",
"output": {"email_status": "skipped"},
}
def build_demo_registry() -> dict[str, DemoHandler]:
return {
"drive_list_files": drive_list_files,
"summarize_document": summarize_documents,
"combine_summaries": combine_summaries,
"send_email": send_email,
"mark_email_skipped": mark_email_skipped,
}