unsloth/studio/backend/tests/test_llama_cpp_no_context_shift.py
Daniel Han 187144d4e7
Reduce and tighten code comments and docstrings repo-wide (#6095)
Trim and tighten code comments and docstrings across the repository. Comment-only: every changed file verified code-identical to main via AST/token comparison.
2026-06-08 23:09:51 -07:00

131 lines
4.8 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
"""``--no-context-shift`` launch-flag contract.
With llama-server's default context-shift behavior, the UI cannot tell the user
the KV cache was rotated -- earlier turns silently vanish from the conversation.
The Studio backend always passes ``--no-context-shift`` so the server returns a
clean error instead, and the chat adapter can point the user at the
``Context Length`` input in the settings panel.
This file statically reads the launch command: we ask ``LlamaCppBackend`` to
assemble its ``cmd`` list and assert the flag is present. Testing via the real
subprocess would need an actual GGUF on disk, out of scope for the fast suite.
"""
from __future__ import annotations
import inspect
import sys
import types as _types
from pathlib import Path
import pytest
# ---------------------------------------------------------------------------
# Same external-dep stubs as the other llama_cpp tests.
# ---------------------------------------------------------------------------
_BACKEND_DIR = str(Path(__file__).resolve().parent.parent)
if _BACKEND_DIR not in sys.path:
sys.path.insert(0, _BACKEND_DIR)
_loggers_stub = _types.ModuleType("loggers")
_loggers_stub.get_logger = lambda name: __import__("logging").getLogger(name)
sys.modules.setdefault("loggers", _loggers_stub)
_structlog_stub = _types.ModuleType("structlog")
sys.modules.setdefault("structlog", _structlog_stub)
_httpx_stub = _types.ModuleType("httpx")
for _exc in (
"ConnectError",
"TimeoutException",
"ReadTimeout",
"ReadError",
"RemoteProtocolError",
"CloseError",
):
setattr(_httpx_stub, _exc, type(_exc, (Exception,), {}))
_httpx_stub.Timeout = type("T", (), {"__init__": lambda s, *a, **k: None})
_httpx_stub.Client = type(
"C",
(),
{
"__init__": lambda s, **kw: None,
"__enter__": lambda s: s,
"__exit__": lambda s, *a: None,
},
)
sys.modules.setdefault("httpx", _httpx_stub)
from core.inference import llama_cpp as llama_cpp_module
def _load_model_source() -> str:
"""Return the source of ``LlamaCppBackend.load_model``.
Using ``inspect.getsource`` instead of reading the file scopes the assertions
to the function that launches llama-server, so neither the presence nor the
location check can be fooled by a stray ``"--no-context-shift"`` elsewhere in
the module.
"""
return inspect.getsource(llama_cpp_module.LlamaCppBackend.load_model)
def test_no_context_shift_is_in_load_model():
"""The flag is part of the static launch-command template.
We check the source of ``load_model`` rather than mocking the whole call
chain (GPU probing, GGUF stat, etc.): the flag is a literal in one place and
any regression must delete it, which a text search catches.
"""
assert '"--no-context-shift"' in _load_model_source(), (
"llama-server must be launched with --no-context-shift so the "
"UI can surface a clean 'context full' error instead of silently "
"losing old turns to a KV-cache rotation."
)
def test_flag_sits_inside_the_base_cmd_list():
"""Pin the flag's location so a refactor can't move it into a branch that
only fires on some code paths.
We slice from ``cmd = [`` to the first ``]`` at the same indent. Since
``inspect.getsource`` gives the function its own string with no siblings, a
plain bracket search would also work -- anchoring on the trailing indent just
keeps the slice from wandering into a later expression if the opening literal
ever grows a trailing in-line comment.
"""
source = _load_model_source()
start = source.find("cmd = [")
assert start >= 0, "could not find the base cmd = [...] block"
# Find the first line containing only ``]`` (possibly indented).
rest = source[start:]
end_rel = -1
for line_start, line in _iter_lines_with_offset(rest):
if line_start == 0:
# Skip the opening ``cmd = [`` line itself.
continue
if line.strip() == "]":
end_rel = line_start
break
assert end_rel > 0, "could not find end of cmd = [...] block"
block = rest[:end_rel]
assert '"--no-context-shift"' in block, (
"--no-context-shift must be in the base cmd list, not in a "
"conditional branch -- otherwise some code paths would still "
"run with silent context shift enabled."
)
# Pin that it sits next to -c / --ctx so the grouping makes sense.
assert '"-c"' in block
assert '"--flash-attn"' in block
def _iter_lines_with_offset(text: str):
"""Yield (offset, line) pairs over ``text`` without losing offsets."""
offset = 0
for line in text.splitlines(keepends = True):
yield offset, line
offset += len(line)