Cover ChunkBbox construction and serialization, ChunkBboxResponse camelCase output, rechunk endpoint bbox propagation, and frontend store test data alignment with the new bboxes field.
359 lines
12 KiB
Python
359 lines
12 KiB
Python
"""Tests for chunking feature — domain, schemas, service, and API endpoints."""
|
|
|
|
from __future__ import annotations
|
|
|
|
import json
|
|
from dataclasses import asdict
|
|
from unittest.mock import AsyncMock, MagicMock
|
|
|
|
import pytest
|
|
from fastapi.testclient import TestClient
|
|
|
|
from api.schemas import ChunkBboxResponse, ChunkingOptionsRequest, ChunkResponse, RechunkRequest
|
|
from domain.models import AnalysisJob, AnalysisStatus
|
|
from domain.value_objects import ChunkBbox, ChunkingOptions, ChunkResult
|
|
from main import app
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Domain: value objects
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class TestChunkingOptions:
|
|
def test_defaults(self):
|
|
opts = ChunkingOptions()
|
|
assert opts.chunker_type == "hybrid"
|
|
assert opts.max_tokens == 512
|
|
assert opts.merge_peers is True
|
|
assert opts.repeat_table_header is True
|
|
|
|
def test_custom_values(self):
|
|
opts = ChunkingOptions(chunker_type="hierarchical", max_tokens=256, merge_peers=False)
|
|
assert opts.chunker_type == "hierarchical"
|
|
assert opts.max_tokens == 256
|
|
assert opts.merge_peers is False
|
|
|
|
def test_is_default(self):
|
|
assert ChunkingOptions().is_default()
|
|
assert not ChunkingOptions(max_tokens=256).is_default()
|
|
|
|
|
|
class TestChunkResult:
|
|
def test_defaults(self):
|
|
chunk = ChunkResult(text="hello")
|
|
assert chunk.text == "hello"
|
|
assert chunk.headings == []
|
|
assert chunk.source_page is None
|
|
assert chunk.token_count == 0
|
|
|
|
def test_full_values(self):
|
|
chunk = ChunkResult(
|
|
text="content",
|
|
headings=["Title", "Section"],
|
|
source_page=3,
|
|
token_count=42,
|
|
)
|
|
assert chunk.headings == ["Title", "Section"]
|
|
assert chunk.source_page == 3
|
|
assert chunk.token_count == 42
|
|
|
|
def test_serializable(self):
|
|
chunk = ChunkResult(text="x", headings=["h1"], source_page=1, token_count=10)
|
|
data = asdict(chunk)
|
|
assert data == {
|
|
"text": "x",
|
|
"headings": ["h1"],
|
|
"source_page": 1,
|
|
"token_count": 10,
|
|
"bboxes": [],
|
|
}
|
|
|
|
|
|
class TestChunkBbox:
|
|
def test_construction(self):
|
|
bbox = ChunkBbox(page=1, bbox=[10.0, 20.0, 100.0, 80.0])
|
|
assert bbox.page == 1
|
|
assert bbox.bbox == [10.0, 20.0, 100.0, 80.0]
|
|
|
|
def test_serializable(self):
|
|
bbox = ChunkBbox(page=2, bbox=[0.0, 0.0, 50.0, 50.0])
|
|
data = asdict(bbox)
|
|
assert data == {"page": 2, "bbox": [0.0, 0.0, 50.0, 50.0]}
|
|
|
|
def test_chunk_result_with_bboxes(self):
|
|
chunk = ChunkResult(
|
|
text="content",
|
|
bboxes=[
|
|
ChunkBbox(page=1, bbox=[10, 20, 100, 80]),
|
|
ChunkBbox(page=2, bbox=[50, 50, 150, 250]),
|
|
],
|
|
)
|
|
assert len(chunk.bboxes) == 2
|
|
assert chunk.bboxes[0].page == 1
|
|
|
|
|
|
class TestChunkBboxResponse:
|
|
def test_serializes(self):
|
|
resp = ChunkBboxResponse(page=1, bbox=[10.0, 20.0, 100.0, 80.0])
|
|
data = resp.model_dump(by_alias=True)
|
|
assert data == {"page": 1, "bbox": [10.0, 20.0, 100.0, 80.0]}
|
|
|
|
def test_chunk_response_with_bboxes(self):
|
|
resp = ChunkResponse(
|
|
text="hello",
|
|
bboxes=[ChunkBboxResponse(page=1, bbox=[10, 20, 100, 80])],
|
|
)
|
|
data = resp.model_dump(by_alias=True)
|
|
assert len(data["bboxes"]) == 1
|
|
assert data["bboxes"][0]["page"] == 1
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Domain: AnalysisJob with chunking fields
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class TestAnalysisJobChunking:
|
|
def test_default_chunking_fields(self):
|
|
job = AnalysisJob()
|
|
assert job.document_json is None
|
|
assert job.chunks_json is None
|
|
|
|
def test_mark_completed_with_chunks(self):
|
|
job = AnalysisJob()
|
|
job.mark_running()
|
|
job.mark_completed(
|
|
markdown="# Title",
|
|
html="<h1>Title</h1>",
|
|
pages_json="[]",
|
|
document_json='{"name": "doc"}',
|
|
chunks_json='[{"text": "chunk1"}]',
|
|
)
|
|
assert job.status == AnalysisStatus.COMPLETED
|
|
assert job.document_json == '{"name": "doc"}'
|
|
assert job.chunks_json == '[{"text": "chunk1"}]'
|
|
|
|
def test_mark_completed_without_chunks(self):
|
|
job = AnalysisJob()
|
|
job.mark_running()
|
|
job.mark_completed(markdown="md", html="html", pages_json="[]")
|
|
assert job.document_json is None
|
|
assert job.chunks_json is None
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# Schemas
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
class TestChunkingOptionsRequest:
|
|
def test_defaults(self):
|
|
opts = ChunkingOptionsRequest()
|
|
assert opts.chunker_type == "hybrid"
|
|
assert opts.max_tokens == 512
|
|
assert opts.merge_peers is True
|
|
assert opts.repeat_table_header is True
|
|
|
|
def test_custom_values(self):
|
|
opts = ChunkingOptionsRequest(chunker_type="hierarchical", max_tokens=1024)
|
|
assert opts.chunker_type == "hierarchical"
|
|
assert opts.max_tokens == 1024
|
|
|
|
def test_invalid_chunker_type(self):
|
|
with pytest.raises(ValueError, match="chunker_type"):
|
|
ChunkingOptionsRequest(chunker_type="invalid")
|
|
|
|
def test_max_tokens_too_low(self):
|
|
with pytest.raises(ValueError, match="max_tokens"):
|
|
ChunkingOptionsRequest(max_tokens=10)
|
|
|
|
def test_max_tokens_too_high(self):
|
|
with pytest.raises(ValueError, match="max_tokens"):
|
|
ChunkingOptionsRequest(max_tokens=10000)
|
|
|
|
def test_boundary_max_tokens(self):
|
|
opts_low = ChunkingOptionsRequest(max_tokens=64)
|
|
assert opts_low.max_tokens == 64
|
|
opts_high = ChunkingOptionsRequest(max_tokens=8192)
|
|
assert opts_high.max_tokens == 8192
|
|
|
|
|
|
class TestChunkResponse:
|
|
def test_serializes_to_camel_case(self):
|
|
resp = ChunkResponse(text="hello", headings=["H1"], source_page=1, token_count=5)
|
|
data = resp.model_dump(by_alias=True)
|
|
assert "sourcePage" in data
|
|
assert "tokenCount" in data
|
|
assert data["text"] == "hello"
|
|
|
|
|
|
class TestRechunkRequest:
|
|
def test_parses(self):
|
|
req = RechunkRequest(chunkingOptions=ChunkingOptionsRequest(max_tokens=256))
|
|
assert req.chunkingOptions.max_tokens == 256
|
|
|
|
|
|
# ---------------------------------------------------------------------------
|
|
# API endpoints
|
|
# ---------------------------------------------------------------------------
|
|
|
|
|
|
@pytest.fixture
|
|
def client():
|
|
return TestClient(app, raise_server_exceptions=False)
|
|
|
|
|
|
@pytest.fixture
|
|
def mock_analysis_service(client):
|
|
mock_svc = MagicMock()
|
|
original = getattr(app.state, "analysis_service", None)
|
|
app.state.analysis_service = mock_svc
|
|
yield mock_svc
|
|
app.state.analysis_service = original
|
|
|
|
|
|
class TestCreateAnalysisWithChunking:
|
|
def test_create_with_chunking_options(self, client, mock_analysis_service):
|
|
mock_analysis_service.create = AsyncMock(
|
|
return_value=AnalysisJob(
|
|
id="j1",
|
|
document_id="d1",
|
|
document_filename="test.pdf",
|
|
)
|
|
)
|
|
|
|
resp = client.post(
|
|
"/api/analyses",
|
|
json={
|
|
"documentId": "d1",
|
|
"chunkingOptions": {
|
|
"chunker_type": "hybrid",
|
|
"max_tokens": 256,
|
|
"merge_peers": False,
|
|
},
|
|
},
|
|
)
|
|
assert resp.status_code == 200
|
|
|
|
call_kwargs = mock_analysis_service.create.call_args
|
|
chunking = call_kwargs.kwargs["chunking_options"]
|
|
assert chunking["chunker_type"] == "hybrid"
|
|
assert chunking["max_tokens"] == 256
|
|
assert chunking["merge_peers"] is False
|
|
|
|
def test_create_without_chunking_options(self, client, mock_analysis_service):
|
|
mock_analysis_service.create = AsyncMock(
|
|
return_value=AnalysisJob(
|
|
id="j1",
|
|
document_id="d1",
|
|
document_filename="test.pdf",
|
|
)
|
|
)
|
|
|
|
resp = client.post("/api/analyses", json={"documentId": "d1"})
|
|
assert resp.status_code == 200
|
|
|
|
call_kwargs = mock_analysis_service.create.call_args
|
|
assert call_kwargs.kwargs["chunking_options"] is None
|
|
|
|
def test_response_includes_chunking_fields(self, client, mock_analysis_service):
|
|
job = AnalysisJob(id="j1", document_id="d1", document_filename="test.pdf")
|
|
job.mark_running()
|
|
job.mark_completed(
|
|
markdown="# Title",
|
|
html="<h1>Title</h1>",
|
|
pages_json="[]",
|
|
document_json='{"name": "doc"}',
|
|
chunks_json=json.dumps([asdict(ChunkResult(text="chunk1", token_count=5))]),
|
|
)
|
|
mock_analysis_service.find_by_id = AsyncMock(return_value=job)
|
|
|
|
resp = client.get("/api/analyses/j1")
|
|
assert resp.status_code == 200
|
|
data = resp.json()
|
|
assert data["hasDocumentJson"] is True
|
|
assert data["chunksJson"] is not None
|
|
chunks = json.loads(data["chunksJson"])
|
|
assert len(chunks) == 1
|
|
assert chunks[0]["text"] == "chunk1"
|
|
|
|
|
|
class TestRechunkEndpoint:
|
|
def test_rechunk_success(self, client, mock_analysis_service):
|
|
mock_analysis_service.rechunk = AsyncMock(
|
|
return_value=[
|
|
ChunkResult(text="chunk1", headings=["H1"], source_page=1, token_count=10),
|
|
ChunkResult(text="chunk2", headings=["H1", "H2"], source_page=2, token_count=20),
|
|
]
|
|
)
|
|
|
|
resp = client.post(
|
|
"/api/analyses/j1/rechunk",
|
|
json={
|
|
"chunkingOptions": {"chunker_type": "hybrid", "max_tokens": 128},
|
|
},
|
|
)
|
|
assert resp.status_code == 200
|
|
data = resp.json()
|
|
assert len(data) == 2
|
|
assert data[0]["text"] == "chunk1"
|
|
assert data[0]["sourcePage"] == 1
|
|
assert data[0]["tokenCount"] == 10
|
|
assert data[1]["headings"] == ["H1", "H2"]
|
|
|
|
def test_rechunk_not_completed(self, client, mock_analysis_service):
|
|
mock_analysis_service.rechunk = AsyncMock(
|
|
side_effect=ValueError("Analysis is not completed: j1"),
|
|
)
|
|
|
|
resp = client.post(
|
|
"/api/analyses/j1/rechunk",
|
|
json={
|
|
"chunkingOptions": {"chunker_type": "hybrid"},
|
|
},
|
|
)
|
|
assert resp.status_code == 400
|
|
|
|
def test_rechunk_no_document_json(self, client, mock_analysis_service):
|
|
mock_analysis_service.rechunk = AsyncMock(
|
|
side_effect=ValueError("No document data available for re-chunking: j1"),
|
|
)
|
|
|
|
resp = client.post(
|
|
"/api/analyses/j1/rechunk",
|
|
json={
|
|
"chunkingOptions": {"chunker_type": "hierarchical"},
|
|
},
|
|
)
|
|
assert resp.status_code == 400
|
|
|
|
def test_rechunk_returns_bboxes(self, client, mock_analysis_service):
|
|
mock_analysis_service.rechunk = AsyncMock(
|
|
return_value=[
|
|
ChunkResult(
|
|
text="chunk1",
|
|
source_page=1,
|
|
token_count=10,
|
|
bboxes=[ChunkBbox(page=1, bbox=[10, 20, 100, 80])],
|
|
),
|
|
]
|
|
)
|
|
|
|
resp = client.post(
|
|
"/api/analyses/j1/rechunk",
|
|
json={"chunkingOptions": {"chunker_type": "hybrid"}},
|
|
)
|
|
assert resp.status_code == 200
|
|
data = resp.json()
|
|
assert len(data[0]["bboxes"]) == 1
|
|
assert data[0]["bboxes"][0]["page"] == 1
|
|
assert data[0]["bboxes"][0]["bbox"] == [10, 20, 100, 80]
|
|
|
|
def test_rechunk_invalid_chunker_type(self, client, mock_analysis_service):
|
|
resp = client.post(
|
|
"/api/analyses/j1/rechunk",
|
|
json={
|
|
"chunkingOptions": {"chunker_type": "invalid"},
|
|
},
|
|
)
|
|
assert resp.status_code == 422
|