unsloth/studio/backend/tests/test_anthropic_tool_versions.py
Daniel Han f399e3b9d1
Studio: per-model Anthropic server-side tool versions (#5679)
* Studio: per-model Anthropic server-side tool versions

Anthropic ships date-pinned tool versions per model family. Studio
currently hard-codes `web_search_20250305`, `web_fetch_20250910`, and
`code_execution_20250825` for every model, which means Opus 4.6/4.7,
Sonnet 4.6 and the Opus/Sonnet 4.5 family never get the newer
`_20260209` / `_20260120` variants. Those newer variants add dynamic
filtering (Claude writes code to rank/filter web results before they
enter context) and REPL state persistence + programmatic tool calling
inside the sandbox, which is what the user-facing pills are supposed
to expose.

Hardcoding the legacy versions also breaks if a future model family
drops the legacy types: the request 400s instead of falling back.

Changes:

- Add `_anthropic_web_search_version`, `_anthropic_web_fetch_version`,
  `_anthropic_code_execution_version` helpers that pick the newest
  variant the model accepts and fall back to the GA versions for
  everything else.
- Add `_ANTHROPIC_CODE_EXECUTION_BETA` constant since the beta header
  (`code-execution-2025-08-25`) is shared across both code-execution
  date variants per the upstream docs.
- Wire the helpers into `_stream_anthropic` so the outbound body
  carries the right pinned version per request.
- Add parametrized dispatch tests in
  `test_anthropic_tool_versions.py` covering Opus 4.7/4.6/4.5,
  Sonnet 4.6/4.5, Haiku 4.5, Opus 4.1/4.0, Sonnet 4.0, 3.5 Sonnet,
  plus streaming integration tests that verify the outbound body
  uses the right versions on Opus 4.7 (new web_search + new
  code_execution), Haiku 4.5 (legacy both), and Sonnet 4.5 (legacy
  web_search + new code_execution).
- Update existing `test_anthropic_code_execution.py` cases that
  pinned the old version on Opus 4.7 to expect the new ones.

Verified end-to-end against the live Anthropic API: Opus 4.7 with
both pills enabled accepts the newer-pinned tools without a 400, and
Haiku 4.5 still works on the legacy fallback path.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-05-22 06:03:27 -07:00

194 lines
7.3 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-only
# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
"""
Unit tests for the per-model Anthropic server-side tool-version dispatch
helpers in ``core.inference.external_provider``.
Anthropic ships date-pinned tool versions per model family. The newer
``_20260209`` web_search / web_fetch and ``_20260120`` code_execution
variants only run on a subset of models; sending them to an older
model returns a 400 from upstream, and sending the older
``_20250305`` / ``_20250910`` / ``_20250825`` variants to a newer
model misses dynamic filtering and the free-when-paired pricing. The
helpers below decide which version goes out per model; this test pins
the dispatch matrix so future model launches keep working without
silently regressing the newer-version path.
Covers:
- ``_anthropic_web_search_version`` / ``_anthropic_web_fetch_version``
pick ``_20260209`` for Opus 4.6+, Opus 4.7, Sonnet 4.6 and fall back
to ``_20250305`` / ``_20250910`` for everything else (4.5 family,
Haiku 4.5, 4.1, 4.0).
- ``_anthropic_code_execution_version`` picks ``_20260120`` for the
Opus 4.5+ / Sonnet 4.5+ / Opus 4.7 / Sonnet 4.6 family and falls back
to ``_20250825`` everywhere else (Haiku 4.5, 4.1, 4.0).
- ``_stream_anthropic`` body integration: when ``enabled_tools=
["web_search", "code_execution"]`` is set on Opus 4.7, the outbound
body carries the newer pinned versions; the same payload on Haiku
4.5 falls back to the legacy versions.
- The ``anthropic-beta: code-execution-2025-08-25`` header is sent
unchanged for both code-execution variants (no header rev needed).
"""
import asyncio
import json
import httpx
import pytest
from core.inference import external_provider as ep_mod
from core.inference.external_provider import (
ExternalProviderClient,
_anthropic_code_execution_version,
_anthropic_web_fetch_version,
_anthropic_web_search_version,
)
# ── helper-level dispatch matrix ────────────────────────────────────
@pytest.mark.parametrize(
"model,expected",
[
("claude-opus-4-7", "web_search_20260209"),
("claude-opus-4-6", "web_search_20260209"),
("claude-sonnet-4-6", "web_search_20260209"),
("claude-opus-4-5-20251101", "web_search_20250305"),
("claude-sonnet-4-5-20250929", "web_search_20250305"),
("claude-haiku-4-5-20251001", "web_search_20250305"),
("claude-opus-4-1-20250805", "web_search_20250305"),
("claude-opus-4-20250514", "web_search_20250305"),
("claude-sonnet-4-20250514", "web_search_20250305"),
("claude-3-5-sonnet-20241022", "web_search_20250305"),
],
)
def test_web_search_version_dispatch(model, expected):
assert _anthropic_web_search_version(model) == expected
@pytest.mark.parametrize(
"model,expected",
[
("claude-opus-4-7", "web_fetch_20260209"),
("claude-opus-4-6", "web_fetch_20260209"),
("claude-sonnet-4-6", "web_fetch_20260209"),
("claude-opus-4-5-20251101", "web_fetch_20250910"),
("claude-sonnet-4-5-20250929", "web_fetch_20250910"),
("claude-haiku-4-5-20251001", "web_fetch_20250910"),
("claude-opus-4-1-20250805", "web_fetch_20250910"),
],
)
def test_web_fetch_version_dispatch(model, expected):
assert _anthropic_web_fetch_version(model) == expected
@pytest.mark.parametrize(
"model,expected",
[
("claude-opus-4-7", "code_execution_20260120"),
("claude-opus-4-6", "code_execution_20260120"),
("claude-sonnet-4-6", "code_execution_20260120"),
("claude-opus-4-5-20251101", "code_execution_20260120"),
("claude-sonnet-4-5-20250929", "code_execution_20260120"),
# Haiku 4.5 only lists the legacy version in the model table.
("claude-haiku-4-5-20251001", "code_execution_20250825"),
("claude-opus-4-1-20250805", "code_execution_20250825"),
# Deprecated 4.0 lineage still works on the legacy version.
("claude-opus-4-20250514", "code_execution_20250825"),
("claude-sonnet-4-20250514", "code_execution_20250825"),
],
)
def test_code_execution_version_dispatch(model, expected):
assert _anthropic_code_execution_version(model) == expected
# ── streaming integration: outbound body carries the right versions ──
def _drive(coro):
return asyncio.new_event_loop().run_until_complete(coro)
def _mock_http_client(monkeypatch, handler):
monkeypatch.setattr(
ep_mod,
"_http_client",
httpx.AsyncClient(transport = httpx.MockTransport(handler)),
)
def _make_client() -> ExternalProviderClient:
return ExternalProviderClient(
provider_type = "anthropic",
base_url = "https://api.anthropic.com/v1",
api_key = "sk-ant-test",
)
def _capture_outbound(monkeypatch, model: str) -> dict:
captured: dict = {}
def handler(request: httpx.Request) -> httpx.Response:
captured["body"] = json.loads(request.content.decode("utf-8"))
captured["headers"] = dict(request.headers)
return httpx.Response(
200,
content = b'event: message_stop\ndata: {"type": "message_stop"}\n\n',
headers = {"content-type": "text/event-stream"},
)
_mock_http_client(monkeypatch, handler)
async def run():
client = _make_client()
async for _ in client._stream_anthropic(
messages = [{"role": "user", "content": "hi"}],
model = model,
temperature = 0.7,
top_p = 0.95,
max_tokens = 64,
enabled_tools = ["web_search", "code_execution"],
):
pass
await client.close()
_drive(run())
return captured
def test_outbound_body_uses_new_versions_on_opus_4_7(monkeypatch):
captured = _capture_outbound(monkeypatch, "claude-opus-4-7")
tool_types = {t.get("type") for t in (captured["body"].get("tools") or [])}
assert "web_search_20260209" in tool_types
assert "code_execution_20260120" in tool_types
assert "web_search_20250305" not in tool_types
assert "code_execution_20250825" not in tool_types
# Beta header for code execution stays on the existing flag for
# both _20250825 and _20260120; the API uses one header to gate
# the feature, not the date.
assert "code-execution-2025-08-25" in captured["headers"].get(
"anthropic-beta",
"",
)
def test_outbound_body_falls_back_on_haiku_4_5(monkeypatch):
captured = _capture_outbound(monkeypatch, "claude-haiku-4-5-20251001")
tool_types = {t.get("type") for t in (captured["body"].get("tools") or [])}
# Haiku 4.5 only accepts the legacy versions.
assert "web_search_20250305" in tool_types
assert "code_execution_20250825" in tool_types
assert "web_search_20260209" not in tool_types
assert "code_execution_20260120" not in tool_types
def test_outbound_body_mixes_versions_on_sonnet_4_5(monkeypatch):
# Sonnet 4.5 gets the new code_execution but the old web_search.
captured = _capture_outbound(monkeypatch, "claude-sonnet-4-5-20250929")
tool_types = {t.get("type") for t in (captured["body"].get("tools") or [])}
assert "web_search_20250305" in tool_types
assert "code_execution_20260120" in tool_types
assert "web_search_20260209" not in tool_types
assert "code_execution_20250825" not in tool_types