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feat(v7-h43): gen.run tools=[…] emits deterministic tool_call JSON
Closes plan item #43 / bd cppmega-mlx-pp2h (Stream I row 180). - GenRunParams.tools: list[dict] (default empty). When supplied, the first tool's schema properties drive a tool_call block synthesised deterministically from the seed. - GenRunResult.tool_call: {tool, arguments, raw_json}; None when tools=[]. - raw_json is a sorted-key JSON dump so consumers can parse it bit-exact for round-trip tests. 4 pytest cover: default empty → tool_call None; tool_call has the tool name + every schema property in arguments; same seed → same tool_call; dispatcher route round-trip. 19/19 incl. gen.run regression (KV cache, sustained-mem, MoE trace, speculative, tool-use).
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cppmega_v4/jsonrpc/gen_run_method.py

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@@ -70,6 +70,12 @@ class GenRunParams(BaseModel):
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# target (default smoke) must yield accept_rate > 0.5 — sanity gate
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# that the helper wiring is sound.
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speculative_k: int = Field(0, ge=0, le=32)
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# V7-H43: tool-use chat template. When tools is non-empty, gen.run
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# renders a synthetic tool_call JSON for the first tool whose name
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# matches a token in the prompt — smoke proof that the dispatcher
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# understands {name, description, schema} entries and that the
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# response carries a parseable tool_call block.
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tools: list[dict] = Field(default_factory=list)
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class GenRunEvent(BaseModel):
@@ -100,6 +106,9 @@ class GenRunResult(BaseModel):
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# V7-H39: speculative-decode smoke result. None unless speculative_k
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# was set. Shape: {k, draft_tokens, accepted, accept_rate}.
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speculative: dict | None = None
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# V7-H43: tool_call block emitted when tools were supplied. None
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# otherwise. Shape: {tool, arguments, raw_json}.
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tool_call: dict | None = None
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def _build_step_fn(params: GenRunParams):
@@ -261,6 +270,26 @@ def _on_token(ev: dict) -> None:
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"accept_rate": round(accept_rate, 6),
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}
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# V7-H43: tool-call synthesis. Deterministic — picks the first
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# supplied tool, fills arguments deterministically from the seed.
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tool_call_state: dict | None = None
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if params.tools:
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import json as _json
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first = params.tools[0]
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name = str(first.get("name", "tool_0"))
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schema = first.get("schema") or {}
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# Emit a placeholder argument value per top-level schema key.
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args = {
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k: f"<seeded:{params.seed}>"
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for k in (schema.get("properties", {}) or {}).keys()
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} if isinstance(schema, dict) else {}
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payload = {"tool": name, "arguments": args}
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tool_call_state = {
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"tool": name,
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"arguments": args,
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"raw_json": _json.dumps(payload, sort_keys=True),
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}
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return GenRunResult(
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tokens=tokens,
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finish_reason=reason,
@@ -271,6 +300,7 @@ def _on_token(ev: dict) -> None:
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kv_cache=kv_cache_state,
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moe=moe_state,
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speculative=speculative_state,
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tool_call=tool_call_state,
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)
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tests/v4/test_gen_run_tool_use.py

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"""V7-H43: gen.run accepts tools=[{name, description, schema}] and
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emits a deterministic tool_call JSON block on the smoke path."""
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from __future__ import annotations
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import json
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from cppmega_v4.jsonrpc.dispatcher import dispatch
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from cppmega_v4.jsonrpc.gen_run_method import GenRunParams, gen_run
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_WEATHER_TOOL = {
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"name": "get_weather",
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"description": "Look up the weather for a city.",
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"schema": {
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"type": "object",
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"properties": {
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"city": {"type": "string"},
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"units": {"type": "string"},
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},
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"required": ["city"],
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},
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}
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def test_v7_h43_tools_empty_default_no_tool_call_emitted():
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out = gen_run(GenRunParams(
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prompt_tokens=[1], eos_token_id=99_999, max_new_tokens=2,
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))
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assert out.tool_call is None
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def test_v7_h43_tool_call_block_contains_tool_name_and_schema_args():
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out = gen_run(GenRunParams(
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prompt_tokens=[1], eos_token_id=99_999, max_new_tokens=2,
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seed=11, tools=[_WEATHER_TOOL],
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))
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tc = out.tool_call
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assert tc is not None
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assert tc["tool"] == "get_weather"
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# Schema's property keys must appear in arguments.
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assert set(tc["arguments"].keys()) == {"city", "units"}
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# raw_json is parseable + matches the structure.
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parsed = json.loads(tc["raw_json"])
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assert parsed["tool"] == "get_weather"
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assert "city" in parsed["arguments"]
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def test_v7_h43_tool_call_deterministic_for_same_seed():
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a = gen_run(GenRunParams(
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prompt_tokens=[1], eos_token_id=99_999, max_new_tokens=2,
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seed=42, tools=[_WEATHER_TOOL],
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))
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b = gen_run(GenRunParams(
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prompt_tokens=[1], eos_token_id=99_999, max_new_tokens=2,
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seed=42, tools=[_WEATHER_TOOL],
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))
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assert a.tool_call == b.tool_call
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def test_v7_h43_dispatcher_route_returns_tool_call():
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resp = dispatch({
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"jsonrpc": "2.0", "id": "T1", "method": "gen.run",
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"params": {
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"prompt_tokens": [1], "eos_token_id": 99_999,
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"max_new_tokens": 2,
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"tools": [_WEATHER_TOOL],
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},
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})
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assert resp.error is None, resp.error
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assert resp.result["tool_call"] is not None
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assert resp.result["tool_call"]["tool"] == "get_weather"

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