Files
AstrAI/tests/inference/test_protocol.py
T
ViperEkura 0c1b7664c1 refactor: split infer core into subpackages by concern
- Eliminate core/ directory into cache/, runtime/, network/ subpackages plus flat modules
- Split cache.py (647 lines) into cache/{buffer,strategy,pool}.py by layer
- Add explicit ContiguousStrategy, make AllocationStrategy a real ABC
- Move TaskCacheState to cache/strategy.py, drop string forward references
- Rename api/ to network/, server.py to app.py
- Move sample.py into runtime/ alongside executor and graph
- Simplify TaskCacheManager.__init__ to single pool param
- Expose pool.strategy and pool.req_pool as public properties
- Fix KVCache import in attention_backend.py (TYPE_CHECKING guard)
- Fix steady-state decode reading uninitialized position_ids on first step
2026-08-08 23:43:05 +08:00

257 lines
9.0 KiB
Python

"""Unit tests for protocol builders, StopChecker, GenContext, StopInfo."""
import json
from unittest.mock import MagicMock
import pytest
from astrai.inference.network.anthropic import AnthropicResponseBuilder
from astrai.inference.network.openai import OpenAIResponseBuilder
from astrai.inference.network.protocol import GenContext, StopChecker, StopInfo
def _make_ctx(**kwargs):
defaults = {
"resp_id": "test-123",
"created": 1000,
"model": "test-model",
"prompt_tokens": 10,
"completion_tokens": 5,
}
defaults.update(kwargs)
return GenContext(**defaults)
def _sse_payloads(events):
payloads = []
for chunk in events:
for line in chunk.strip().split("\n"):
if line.startswith("data: "):
try:
payloads.append(json.loads(line[6:]))
except json.JSONDecodeError:
pass
return payloads
class TestStopChecker:
def test_check_finds_match(self):
sc = StopChecker(["stop", "end"])
assert sc.check("hello stop world") == "stop"
def test_check_returns_none_when_no_match(self):
sc = StopChecker(["stop"])
assert sc.check("hello world") is None
def test_check_empty_sequences(self):
sc = StopChecker([])
assert sc.check("hello") is None
class TestGenContext:
def test_defaults(self):
ctx = GenContext(resp_id="a", created=1, model="m", prompt_tokens=10)
assert ctx.completion_tokens == 0
def test_fields_mutable(self):
ctx = GenContext(resp_id="a", created=1, model="m", prompt_tokens=10)
ctx.completion_tokens = 42
assert ctx.completion_tokens == 42
class TestStopInfo:
def test_defaults(self):
s = StopInfo()
assert s.matched is None
assert s.body == ""
assert s.yielded == ""
def test_with_values(self):
s = StopInfo(matched="stop", body="hello stop", yielded="hello ")
assert s.matched == "stop"
assert s.body == "hello stop"
assert s.yielded == "hello "
class TestOpenAIResponseBuilder:
@pytest.fixture
def builder(self):
builder = OpenAIResponseBuilder()
req = MagicMock()
req.messages = [MagicMock(role="user", content="Hello")]
req.stop = None
req.model = "astrai"
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = "Hello"
builder.prepare(req, engine)
return builder
def test_prepare_returns_prompt_ctx_stops(self, builder):
req = MagicMock()
req.messages = [MagicMock(role="user", content="Hi")]
req.stop = ["END"]
req.model = "gpt"
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = "Hi"
prompt, ctx, stops = builder.prepare(req, engine)
assert prompt == "Hi"
assert ctx.model == "gpt"
assert ctx.prompt_tokens == 0
assert stops == ["END"]
def test_prepare_no_stop_returns_empty_list(self, builder):
req = MagicMock()
req.messages = []
req.stop = None
req.model = "x"
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = ""
_, _, stops = builder.prepare(req, engine)
assert stops == []
def test_format_stream_start(self, builder):
ctx = _make_ctx()
events = builder.format_stream_start(ctx)
payloads = _sse_payloads(events)
assert len(payloads) == 1
p = payloads[0]
assert p["object"] == "chat.completion.chunk"
assert p["choices"][0]["delta"]["role"] == "assistant"
assert p["choices"][0]["finish_reason"] is None
def test_format_chunk(self, builder):
events = builder.format_chunk("hello", body="hello")
payload = json.loads(events[0].split("data: ", 1)[1])
assert payload["choices"][0]["delta"]["content"] == "hello"
assert payload["choices"][0]["finish_reason"] is None
def test_format_stream_end(self, builder):
ctx = _make_ctx(completion_tokens=5)
stop = StopInfo(matched="stop")
events = builder.format_stream_end(ctx, stop)
payloads = _sse_payloads(events)
finish = payloads[0]
assert finish["choices"][0]["finish_reason"] == "stop"
usage = payloads[1]
assert usage["completion_tokens"] == 5
assert usage["total_tokens"] == 15
def test_format_response(self, builder):
ctx = _make_ctx()
stop = StopInfo()
resp = builder.format_response(ctx, "hello", stop)
assert resp["object"] == "chat.completion"
assert resp["choices"][0]["message"]["content"] == "hello"
assert resp["usage"]["prompt_tokens"] == 10
class TestAnthropicResponseBuilder:
@pytest.fixture
def builder(self):
builder = AnthropicResponseBuilder()
req = MagicMock()
req.messages = [MagicMock(role="user", content="Hello")]
req.model = "claude"
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = "Hello"
req.system = None
builder.prepare(req, engine)
return builder
def test_prepare_messages(self, builder):
req = MagicMock()
req.messages = [MagicMock(role="user", content="Hi")]
req.model = "claude"
req.system = None
req.stop_sequences = None
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = "Hi"
prompt, ctx, stops = builder.prepare(req, engine)
assert prompt == "Hi"
assert stops == []
def test_prepare_with_stop_sequences(self, builder):
req = MagicMock()
req.messages = []
req.model = "x"
req.stop_sequences = ["stop", "end"]
req.system = None
engine = MagicMock()
engine.tokenizer.apply_chat_template.return_value = ""
_, _, stops = builder.prepare(req, engine)
assert stops == ["stop", "end"]
def test_format_stream_start(self, builder):
ctx = _make_ctx(prompt_tokens=3)
events = builder.format_stream_start(ctx)
payloads = _sse_payloads(events)
assert len(payloads) == 2
assert payloads[0]["type"] == "message_start"
assert payloads[0]["message"]["usage"]["input_tokens"] == 3
assert payloads[1]["type"] == "content_block_start"
def test_format_chunk(self, builder):
events = builder.format_chunk("tok", body="tok")
payload = json.loads(events[0].split("data: ", 1)[1])
assert payload["type"] == "content_block_delta"
assert payload["delta"]["text"] == "tok"
def test_format_stream_end_no_stop(self, builder):
ctx = _make_ctx(completion_tokens=3)
stop = StopInfo()
events = builder.format_stream_end(ctx, stop)
payloads = _sse_payloads(events)
# content_block_stop, message_delta, message_stop
types = [p["type"] for p in payloads]
assert types == ["content_block_stop", "message_delta", "message_stop"]
assert payloads[1]["delta"]["stop_reason"] == "end_turn"
def test_format_stream_end_with_stop_trims_and_emits_remaining(self, builder):
ctx = _make_ctx(completion_tokens=7)
stop = StopInfo(
matched="END",
body="Hello world END extra",
yielded="Hello ",
)
events = builder.format_stream_end(ctx, stop)
payloads = _sse_payloads(events)
# unyielded delta, content_block_stop, message_delta, message_stop
types = [p["type"] for p in payloads]
assert types == [
"content_block_delta",
"content_block_stop",
"message_delta",
"message_stop",
]
assert payloads[0]["delta"]["text"] == "world "
assert payloads[2]["delta"]["stop_reason"] == "stop_sequence"
assert payloads[2]["delta"]["stop_sequence"] == "END"
def test_format_stream_end_stop_trimmed_already_yielded(self, builder):
ctx = _make_ctx()
stop = StopInfo(
matched="END",
body="Hello END",
yielded="Hello ",
)
events = builder.format_stream_end(ctx, stop)
payloads = _sse_payloads(events)
# No unyielded delta (everything already sent)
types = [p["type"] for p in payloads]
assert types == ["content_block_stop", "message_delta", "message_stop"]
def test_format_response_with_stop_trims_content(self, builder):
ctx = _make_ctx()
stop = StopInfo(matched="STOP", body="text STOP extra", yielded="text ")
resp = builder.format_response(ctx, "text STOP extra", stop)
assert resp["content"][0]["text"] == "text "
assert resp["stop_reason"] == "stop_sequence"
assert resp["stop_sequence"] == "STOP"
def test_format_response_no_stop(self, builder):
ctx = _make_ctx()
stop = StopInfo()
resp = builder.format_response(ctx, "full text", stop)
assert resp["content"][0]["text"] == "full text"
assert resp["stop_reason"] == "end_turn"