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Zhichang Yu 3f805a64f1 feat(agent): align Go agent behavior with Python (except retrieval component) (#16225)
## Summary

Aligns the **Go agent runtime/canvas/components/tools** behavior with
the **Python `agent/` implementation** so the same stored canvas DSL
produces the same execution result on either side. Every component,
tool, and runtime primitive in `internal/agent/` is now driven by the
same semantics as its Python counterpart — variable resolution, template
substitution, control flow, error reporting, retry/cancel, and stream
event shapes.

The **retrieval component is the one explicit exception** in this PR. It
is being reworked in a separate change and is excluded from this
alignment pass; the wrapper slot (`universe_a_wrappers.go →
newRetrievalComponent`) is preserved.

## Scope of alignment

### Components (all aligned with `agent/component/`)
`Begin` · `Message` · `LLM` (incl. ChatTemplateKwargs,
MessageHistoryWindowSize, VisualFiles, Cite, OutputStructure,
JSONOutput, TopP, MaxRetries, DelayAfterError, credentials) · `Agent`
(react + tool artifact capture + `Reset()` interface-assert) · `Switch`
(12/12 operators, Python-equivalent semantics) · `Categorize` · `Invoke`
· `Iteration` · `Loop` (macro-expansion through `workflowx.AddLoopNode`)
· `UserFillUp` (Python-equivalent interrupt/resume via eino
`compose.Interrupt`/`ResumeWithData`) · `FillUp` · `DataOperations` ·
`ListOperations` · `StringTransform` · `VariableAggregator` ·
`VariableAssigner` · `Browser` (full stagehand runtime parity) ·
`DocsGenerator` · `ExcelProcessor`.

### Tools (all aligned with `agent/tools/`)
`Retrieval` (wrapper slot only — logic out of scope) · `MCPToolAdapter`
(streamable-HTTP) · `CodeExec` (sandbox bridge with
`code_exec_contract.go` matching Python contract) · `AkShare` · `ArXiv`
· `Crawler` · `DeepL` · `DuckDuckGo` · `Email` · `ExeSQL` · `GitHub` ·
`Google` · `GoogleScholar` · `Jin10` · `PubMed` · `QWeather` · `SearXNG`
· `Tavily` · `Tushare` · `Wencai` · `Wikipedia` · `YahooFinance` —
uniform `eino tool.InvokableTool` interface, SSRF protection, shared
HTTP client.

### Canvas execution engine (`internal/agent/canvas/`)
Aligned with Python's `agent/canvas.py`:
- **Scheduler** (`scheduler.go`): state pre/post handlers, node lambdas,
per-component timeout resolver (4-level: per-class env → per-class table
→ uniform env → 600s fallback), `legacyNoOpNames`.
- **Loop subgraph** (`loop_subgraph.go`): Python-equivalent
`AddLoopNode` macro expansion + condition translation.
- **Multibranch** (`multibranch.go`): `Switch` / `Categorize` routing
via `compose.NewGraphMultiBranch` — same branch selection semantics as
Python.
- **Parallel subgraph** (`parallel_subgraph.go`): matches Python's
parallel fan-out contract.
- **Interrupt/Resume** (`interrupt_resume.go`): `UserFillUpNodeBody` /
`IsInterruptError` / `ExtractInterruptContexts` — replaces the
deprecated Python sentinel chain with eino's native interrupt API,
preserving the same external behavior.
- **Checkpoint** (`checkpoint_store.go`): `RedisCheckPointStore`
Get/Set/Delete, with business metadata (status / canvas_id /
parent_run_id) on a parallel Redis Hash.
- **RunTracker** (`run_tracker.go`): Start / MarkSucceeded / MarkFailed
/ MarkCancelled / AttachCheckpoint — same lifecycle as the Python run
record.
- **Cancel** (`cancel.go`): Redis pub/sub watch.
- **Stream** (`stream.go`): SSE channel with `messages` / `waiting` /
`errors` / `done` events, same shape as Python's `agent.canvas.RunEvent`
payload.

### DSL bridge (`internal/agent/dsl/`)
- `normalize.go`: v1↔v2 collapsed into a single wire format — Python and
Go consume the same stored JSON.
- `reset.go`: per-run state reset matches Python's `Canvas.reset()`
semantics.
- Testdata mirrors Python's `agent_msg.json` / `all.json` / etc.

### Runtime (`internal/agent/runtime/`)
- `CanvasState` / `NewCanvasState` / `GetVar` / `SetVar` / `ReadVars`:
same `{{cpn_id@param}}` resolution model.
- `ResolveTemplate` (regex fast path + gonja fallback) — Python
Jinja-style semantics.
- `selector.go`, `metrics.go`, `component.go`: shared runtime contracts.

## Out of scope (intentionally)

- **`Retrieval` component logic** — wrapped only; full parity lands in a
follow-up PR.
- **Frontend** — only minor dsl-bridge / canvas UX fixes ride along.
- **CLI / admin / model registry** — orthogonal to agent behavior.

## How alignment is verified

`internal/service/agent_run_e2e_test.go` exercises the **full production
chain** against real Python-shaped DSL fixtures:
```
loadCanvasForUser → versionDAO.GetLatest → decodeCanvasFromDSL →
canvas.Compile → cc.Workflow.Invoke → answer extraction
```
using in-memory SQLite + miniredis (no Docker). Covers:
- `TestRunAgent_RealCanvas_BeginMessage` — happy path, `{{sys.query}}`
resolution
- `TestRunAgent_RealCanvas_WaitForUserResume` — two-run resume cycle
(Python-equivalent)
- `TestRunAgent_RealCanvas_CompileFails` — unknown component name →
sanitized error (Python-equivalent)
- `TestRunAgent_RealCanvas_InvokeFails` — unresolvable template ref
(Python-equivalent)
- `TestRunAgent_RunTracker_AttachCheckpoint_CallSequence` —
Start→AttachCheckpoint→MarkSucceeded lifecycle

`internal/handler/agent_test.go` — SSE streaming parity (`Content-Type:
text/event-stream`, `data: {…}\n\n`, trailing `data: [DONE]\n\n`,
OpenAI-compatible non-stream `choices`).

`internal/agent/canvas/fixture_compile_test.go` + per-component tests
pin the Python-equivalent outputs.

```
go test -count=1 -v -run 'TestRunAgent_RealCanvas|TestRunAgent_RunTracker' ./internal/service/
```

## Design reference

`docs/develop/agent-go-port-design.md` (1329 lines, last cross-checked
2026-06-17) — module layout, per-component / per-tool inventory,
corner-case catalogue, and the actionable backlog (Section 14, including
the retrieval alignment follow-up).

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-06-22 11:58:29 +08:00

224 lines
8.3 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// Package component — Loop component (T3, plan §2.11.3 row 11).
//
// Loop is the parent node for a conditional loop subgraph. The Go port
// implements a single-node loop driven by workflowx.AddLoopNode: when
// BuildWorkflow sees a Loop cpn, it collects the Loop's downstream
// descendants into a sub-graph (see canvas/loop_subgraph.go), installs
// a workflowx.AddLoopNode in place of the Loop subtree, and skips
// Loop in the main node-registration pass.
//
// As a result, LoopComponent itself does NOT do any per-iteration
// work at runtime. LoopComponent.Invoke is a no-op marker that
// returns an empty map; the actual loop iteration is driven by
// the sub-graph's init lambda (which seeds loop_variables into
// CanvasState) and the sub-workflow's per-iteration body. Loop
// termination is driven by the workflowx.LoopCondition produced by
// translateLoopCondition from the DSL's loop_termination_condition
// list.
//
// The component still exists in the registry so:
// - tooling / introspection (component.New, RegisteredNames) work;
// - factory-style wiring can still construct a LoopComponent from
// a params map (useful for tests and direct API callers);
//
// loopParam and its Update/Check/AsDict methods stay because they
// describe the canonical Loop DSL shape, even though runtime path
// bypasses them (canvas.buildLoopExpansion parses the raw params
// map directly). Keep them as a single source of truth for what a
// Loop params block looks like.
package component
import (
"context"
)
const componentNameLoop = "Loop"
// LoopComponent is the canvas-level loop parent. The runtime loop
// driver lives in workflowx.AddLoopNode, not in this type. The
// component exists for registry / factory / introspection only —
// Invoke is a no-op that returns an empty map.
type LoopComponent struct {
param loopParam
}
// loopParam captures the (resolved) DSL parameters for a Loop node.
// Only `loop_variables` and `loop_termination_condition` are
// meaningful; the parent.get_start() walk that the Python version
// performs (loop.py:46-51) is an engine concern handled by
// canvas.buildLoopExpansion at BuildWorkflow time.
type loopParam struct {
// LoopVariables is the list of variable initializers. Each entry is
// a map with keys {variable, input_mode, value, type}. The slice
// pointer is shared with the DSL loader — callers should treat it
// as read-only.
LoopVariables []map[string]any
// LoopTerminationCondition is the list of termination conditions.
// Each entry is a map with keys {variable, operator, value,
// input_mode}. The condition list is translated to a
// workflowx.LoopCondition closure by canvas.translateLoopCondition.
LoopTerminationCondition []map[string]any
// LogicalOperator combines per-condition results: "and" (default)
// or "or".
LogicalOperator string
// MaximumLoopCount caps the iteration count. 0 = infinite.
MaximumLoopCount int
}
// Update copies conf into p. Used by the editor / API to hand-craft a
// params map; type validation is intentionally minimal in P2.
func (p *loopParam) Update(conf map[string]any) error {
if conf == nil {
return nil
}
if raw, ok := conf["loop_variables"]; ok {
p.LoopVariables = toAnyMapSlice(raw)
}
if raw, ok := conf["loop_termination_condition"]; ok {
p.LoopTerminationCondition = toAnyMapSlice(raw)
}
if v, ok := stringFrom(conf, "logical_operator"); ok {
p.LogicalOperator = v
}
if v, ok := intFrom(conf, "maximum_loop_count"); ok {
p.MaximumLoopCount = v
}
return nil
}
// Check performs shallow validation. The Python check() at loop.py:39
// always returns True; we mirror that.
func (p *loopParam) Check() error {
return nil
}
// AsDict returns the params as a plain map for serialization / debug.
func (p *loopParam) AsDict() map[string]any {
out := map[string]any{}
if p.LoopVariables != nil {
out["loop_variables"] = p.LoopVariables
}
if p.LoopTerminationCondition != nil {
out["loop_termination_condition"] = p.LoopTerminationCondition
}
if p.LogicalOperator != "" {
out["logical_operator"] = p.LogicalOperator
}
if p.MaximumLoopCount > 0 {
out["maximum_loop_count"] = p.MaximumLoopCount
}
return out
}
// NewLoopComponent builds a LoopComponent from the supplied param struct.
func NewLoopComponent(p loopParam) *LoopComponent {
return &LoopComponent{param: p}
}
// Name returns the registered component name.
func (c *LoopComponent) Name() string { return componentNameLoop }
// Inputs returns parameter metadata for tooling.
func (c *LoopComponent) Inputs() map[string]string {
return map[string]string{
"cpn_id": "Stable component identifier — BuildWorkflow uses this to detect Loop and apply the workflowx.AddLoopNode macro expansion.",
"loop_variables": "List of variable initializers: [{variable, input_mode, value, type}].",
"loop_termination_condition": "List of termination conditions: [{variable, operator, value, input_mode}].",
"maximum_loop_count": "Maximum iteration count. 0 = infinite. Optional.",
"logical_operator": "Combines per-condition results: 'and' (default) or 'or'.",
}
}
// Outputs returns the Loop's public outputs. In the new architecture,
// the actual loop output is the last iteration's body output, which
// flows through the eino sub-graph node. LoopComponent itself emits
// no outputs; this map documents the contract for downstream
// consumers reading the sub-graph's result via FieldMapping.
func (c *LoopComponent) Outputs() map[string]string {
return map[string]string{
"_result": "Final iteration output (set by the sub-graph, not by LoopComponent.Invoke).",
}
}
// Invoke is a no-op marker. The real per-iteration work runs inside
// the sub-graph (init lambda seeds loop_variables into state; the
// sub-workflow runs the body; the LoopCondition closure evaluates
// termination on every iteration). LoopComponent.Invoke is kept on
// the Component interface for callers that construct a LoopComponent
// directly outside the canvas engine (e.g. unit tests that want to
// verify registration); under the canvas engine, this method is
// never called.
//
// The returned map is empty. State writes from this method would be
// silently dropped by the eino graph, because LoopComponent is not
// registered as an eino node when the macro expansion fires.
func (c *LoopComponent) Invoke(_ context.Context, _ map[string]any) (map[string]any, error) {
return map[string]any{}, nil
}
// Stream mirrors Invoke and emits an empty map as a single chunk.
func (c *LoopComponent) Stream(ctx context.Context, inputs map[string]any) (<-chan map[string]any, error) {
out, err := c.Invoke(ctx, inputs)
if err != nil {
return nil, err
}
ch := make(chan map[string]any, 1)
ch <- out
close(ch)
return ch, nil
}
// toAnyMapSlice accepts either []map[string]any or []any and returns
// the canonical []map[string]any view. Unknown element types are
// skipped silently — the per-item check in the canvas layer will
// surface the malformed entry.
func toAnyMapSlice(raw any) []map[string]any {
switch v := raw.(type) {
case []map[string]any:
return v
case []any:
out := make([]map[string]any, 0, len(v))
for _, e := range v {
if m, ok := e.(map[string]any); ok {
out = append(out, m)
}
}
return out
}
return nil
}
// init registers LoopComponent with the orchestrator-owned registry.
//
// LoopComponent.Invoke is a no-op; the runtime loop driver lives in
// workflowx.AddLoopNode and is installed by canvas.BuildWorkflow
// when it sees a Loop cpn in the DSL.
func init() {
Register(componentNameLoop, func(params map[string]any) (Component, error) {
var p loopParam
if err := p.Update(params); err != nil {
return nil, err
}
return NewLoopComponent(p), nil
})
}