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gh-christianlouis-docuelevate/tests/test_process_document.py
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copilot-swe-agent[bot] 0b291995b9 fix(ocr): address code review feedback on multi-language OCR 
- Fix _get_pipeline_ocr_language: remove redundant `or None` in step_config.get()
- Add Session type hint to _get_pipeline_ocr_language db parameter via TYPE_CHECKING
- Update process_with_ocr to use modern str | None syntax instead of Optional[str]
- Fix test_get_pipeline_ocr_language_explicit_pipeline_takes_priority: properly add
  sys_step to db_session so the system pipeline step is persisted in the test DB

Co-authored-by: christianlouis <361235+christianlouis@users.noreply.github.com>
2026-03-08 21:49:49 +00:00

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"""
Unit tests for the process_document task.
These tests verify that the process_document task correctly handles file processing
and doesn't cause DetachedInstanceError when accessing database objects.
"""
from unittest.mock import MagicMock, patch
import pytest
from app.models import FileRecord
from app.tasks.process_document import process_document
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_stores_file_id_before_session_closes(db_session, tmp_path):
"""
Test that process_document stores file_id before the database session closes.
This prevents DetachedInstanceError when accessing the file_id after the session ends.
"""
# Create a test PDF file with embedded text
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
/Resources <<
/Font <<
/F1 <<
/Type /Font
/Subtype /Type1
/BaseFont /Helvetica
>>
>>
>>
/Contents 4 0 R
>>
endobj
4 0 obj
<<
/Length 44
>>
stream
BT
/F1 12 Tf
100 700 Td
(Test content) Tj
ET
endstream
endobj
xref
0 5
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
0000000306 00000 n
trailer
<<
/Size 5
/Root 1 0 R
>>
startxref
399
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.extract_metadata_with_gpt") as mock_extract,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_extract.delay = MagicMock()
# Get the actual function from the task (skip decorators)
# The task function signature is: def process_document(self, original_local_file: str)
task_run_func = process_document.run
# Call the task's run method directly
result = task_run_func(str(test_pdf))
# Verify that the task completed successfully
assert "file_id" in result
assert result["status"] == "Text extracted locally"
# Verify that a FileRecord was created
file_record = db_session.query(FileRecord).first()
assert file_record is not None
assert file_record.original_filename == "test.pdf"
# Verify that extract_metadata_with_gpt was called with the file_id
# This would fail if file_id wasn't extracted before the session closed
mock_extract.delay.assert_called_once()
call_args = mock_extract.delay.call_args
assert call_args[0][2] == file_record.id # Third argument should be file_id
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_duplicate_file(db_session, tmp_path):
"""
Test that duplicate files are detected and processing is skipped.
"""
# Create a test PDF file
test_pdf = tmp_path / "test.pdf"
test_pdf.write_bytes(b"test content")
# Pre-create a FileRecord with the same hash
from app.utils import hash_file
filehash = hash_file(str(test_pdf))
existing_record = FileRecord(
filehash=filehash,
original_filename="existing.pdf",
local_filename="/tmp/existing.pdf",
file_size=100,
mime_type="application/pdf",
)
db_session.add(existing_record)
db_session.commit()
existing_id = existing_record.id
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.log_task_progress"),
):
# Setup mocks
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
# Call the task's run method directly
result = process_document.run(str(test_pdf))
# Verify that duplicate was detected
assert result["status"] == "duplicate_file"
assert result["original_file_id"] == existing_id
# A new duplicate FileRecord is created alongside the original
assert db_session.query(FileRecord).count() == 2
duplicate = db_session.query(FileRecord).filter(FileRecord.is_duplicate.is_(True)).first()
assert duplicate is not None
assert duplicate.duplicate_of_id == existing_id
assert result["file_id"] == duplicate.id
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_queues_ocr_for_image_pdf(db_session, tmp_path):
"""
Test that PDFs without embedded text are queued for OCR processing.
"""
# Create a test PDF file without text
test_pdf = tmp_path / "test_image.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
>>
endobj
xref
0 4
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
trailer
<<
/Size 4
/Root 1 0 R
>>
startxref
197
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.process_with_ocr") as mock_azure,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_azure.delay = MagicMock()
# Call the task's run method directly
result = process_document.run(str(test_pdf))
# Verify that OCR was queued
assert result["status"] == "Queued for OCR"
assert "file_id" in result
# Verify that process_with_ocr was called with file_id
mock_azure.delay.assert_called_once()
call_args = mock_azure.delay.call_args
# Verify a FileRecord was created
file_record = db_session.query(FileRecord).first()
assert file_record is not None
# The second argument should be the file_id
assert call_args[0][1] == file_record.id
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_reprocess_skips_duplicate_check(db_session, tmp_path):
"""
Test that reprocessing an existing file (with file_id) skips the duplicate check
and continues processing normally.
"""
# Create a test PDF file with embedded text
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
/Resources <<
/Font <<
/F1 <<
/Type /Font
/Subtype /Type1
/BaseFont /Helvetica
>>
>>
>>
/Contents 4 0 R
>>
endobj
4 0 obj
<<
/Length 44
>>
stream
BT
/F1 12 Tf
100 700 Td
(Test content) Tj
ET
endstream
endobj
xref
0 5
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
0000000306 00000 n
trailer
<<
/Size 5
/Root 1 0 R
>>
startxref
399
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Pre-create a FileRecord with the same hash (simulating an existing record)
from app.utils import hash_file
filehash = hash_file(str(test_pdf))
existing_record = FileRecord(
filehash=filehash,
original_filename="test.pdf",
local_filename=str(test_pdf),
file_size=len(pdf_content),
mime_type="application/pdf",
)
db_session.add(existing_record)
db_session.commit()
existing_id = existing_record.id
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.extract_metadata_with_gpt") as mock_extract,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_extract.delay = MagicMock()
# Call with file_id to trigger reprocessing (should skip duplicate check)
result = process_document.run(str(test_pdf), file_id=existing_id)
# Verify that processing continued (not blocked by duplicate check)
assert result["status"] == "Text extracted locally"
assert result["file_id"] == existing_id
# Verify that extract_metadata_with_gpt was called
mock_extract.delay.assert_called_once()
# Verify that only one FileRecord still exists (no new record created)
assert db_session.query(FileRecord).count() == 1
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_reprocess_nonexistent_file_id(db_session, tmp_path):
"""
Test that reprocessing with a non-existent file_id returns an error.
"""
# Create a test PDF file
test_pdf = tmp_path / "test.pdf"
test_pdf.write_bytes(b"test content")
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.log_task_progress"),
):
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
# Call with a file_id that doesn't exist
result = process_document.run(str(test_pdf), file_id=99999)
# Verify error is returned
assert "error" in result
assert result["file_id"] == 99999
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_file_not_found(db_session, tmp_path):
"""
Test that process_document returns an error when the file doesn't exist.
"""
# Use a non-existent file path
nonexistent_file = tmp_path / "nonexistent.pdf"
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.log_task_progress"),
):
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
# Call with a file that doesn't exist
result = process_document.run(str(nonexistent_file))
# Verify error is returned
assert "error" in result
assert result["error"] == "File not found"
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_deduplication_disabled(db_session, tmp_path):
"""
Test that process_document works correctly when deduplication is disabled.
"""
# Create a test PDF file with embedded text
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
/Resources <<
/Font <<
/F1 <<
/Type /Font
/Subtype /Type1
/BaseFont /Helvetica
>>
>>
>>
/Contents 4 0 R
>>
endobj
4 0 obj
<<
/Length 44
>>
stream
BT
/F1 12 Tf
100 700 Td
(Test content) Tj
ET
endstream
endobj
xref
0 5
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
0000000306 00000 n
trailer
<<
/Size 5
/Root 1 0 R
>>
startxref
399
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.extract_metadata_with_gpt") as mock_extract,
):
# Setup mocks - disable deduplication
mock_settings.workdir = str(tmp_path)
mock_settings.enable_deduplication = False
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_extract.delay = MagicMock()
# Call the task's run method directly
result = process_document.run(str(test_pdf))
# Verify that the task completed successfully
assert "file_id" in result
assert result["status"] == "Text extracted locally"
# Verify that a FileRecord was created
file_record = db_session.query(FileRecord).first()
assert file_record is not None
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_unknown_mime_type(db_session, tmp_path):
"""
Test that process_document handles files with unknown MIME types correctly,
falling back to 'application/octet-stream'.
"""
# Create a test file with an unusual extension that will be treated as non-PDF
test_file = tmp_path / "test.unknownext"
test_file.write_bytes(b"some binary content")
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.celery") as mock_celery,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_celery.send_task = MagicMock()
# Call the task's run method directly
result = process_document.run(str(test_file))
# Verify that the task completed successfully
assert "file_id" in result
# Verify that the mime_type was set to octet-stream fallback
file_record = db_session.query(FileRecord).first()
assert file_record is not None
assert file_record.mime_type == "application/octet-stream"
# File should be queued for PDF conversion since it's not a PDF
assert result["status"] == "Queued for PDF conversion"
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_force_cloud_ocr(db_session, tmp_path):
"""
Test that process_document correctly handles force_cloud_ocr flag,
skipping embedded text extraction and forcing cloud OCR.
"""
# Create a test PDF file with embedded text
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
/Resources <<
/Font <<
/F1 <<
/Type /Font
/Subtype /Type1
/BaseFont /Helvetica
>>
>>
>>
/Contents 4 0 R
>>
endobj
4 0 obj
<<
/Length 44
>>
stream
BT
/F1 12 Tf
100 700 Td
(Test content) Tj
ET
endstream
endobj
xref
0 5
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
0000000306 00000 n
trailer
<<
/Size 5
/Root 1 0 R
>>
startxref
399
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.process_with_ocr") as mock_azure,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_azure.delay = MagicMock()
# Call the task with force_cloud_ocr=True
result = process_document.run(str(test_pdf), force_cloud_ocr=True)
# Verify that cloud OCR was queued
assert result["status"] == "Queued for forced OCR"
assert "file_id" in result
# Verify that process_with_ocr was called
mock_azure.delay.assert_called_once()
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_non_pdf_file(db_session, tmp_path):
"""
Test that non-PDF files are queued for PDF conversion.
"""
# Create a test image file
test_image = tmp_path / "test.jpg"
test_image.write_bytes(b"fake image content")
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.celery") as mock_celery,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_celery.send_task = MagicMock()
# Call the task's run method directly
result = process_document.run(str(test_image))
# Verify that PDF conversion was queued
assert result["status"] == "Queued for PDF conversion"
assert "file_id" in result
# Verify that convert_to_pdf task was queued
mock_celery.send_task.assert_called_once()
call_args = mock_celery.send_task.call_args
assert call_args[0][0] == "app.tasks.convert_to_pdf.convert_to_pdf"
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_pdf_read_error_retry(db_session, tmp_path):
"""
Test that PdfReadError during embedded text check triggers a retry.
"""
# Create a test PDF file
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
>>
endobj
xref
0 4
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
trailer
<<
/Size 4
/Root 1 0 R
>>
startxref
197
%%EOF
"""
test_pdf.write_bytes(pdf_content)
# Mock environment and dependencies
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.pypdf.PdfReader") as mock_pdf_reader,
):
# Setup mocks
mock_settings.workdir = str(tmp_path)
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
# Make PdfReader raise PdfReadError
from pypdf.errors import PdfReadError
mock_pdf_reader.side_effect = PdfReadError("Test error")
# Call the task's run method and expect it to raise retry exception
with pytest.raises(Exception) as exc_info:
process_document.run(str(test_pdf))
# Verify that retry was triggered
# The retry method raises a special exception
assert exc_info.value is not None
@pytest.mark.unit
@pytest.mark.requires_db
def test_process_document_initializes_file_steps_for_new_file(db_session, tmp_path):
"""
Test that process_document calls initialize_file_steps for new file records
so that all mandatory pipeline steps are pre-created as "pending".
This ensures status tracking reflects the complete expected pipeline from
the start and prevents incomplete files from being falsely marked as
"completed" just because the steps that *did* run all succeeded.
"""
# Create a test PDF file with embedded text
test_pdf = tmp_path / "test.pdf"
pdf_content = b"""%PDF-1.4
1 0 obj
<<
/Type /Catalog
/Pages 2 0 R
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [3 0 R]
/Count 1
>>
endobj
3 0 obj
<<
/Type /Page
/Parent 2 0 R
/MediaBox [0 0 612 792]
/Resources <<
/Font <<
/F1 <<
/Type /Font
/Subtype /Type1
/BaseFont /Helvetica
>>
>>
>>
/Contents 4 0 R
>>
endobj
4 0 obj
<<
/Length 44
>>
stream
BT
/F1 12 Tf
100 700 Td
(Test content) Tj
ET
endstream
endobj
xref
0 5
0000000000 65535 f
0000000009 00000 n
0000000058 00000 n
0000000115 00000 n
0000000306 00000 n
trailer
<<
/Size 5
/Root 1 0 R
>>
startxref
399
%%EOF
"""
test_pdf.write_bytes(pdf_content)
with (
patch("app.tasks.process_document.SessionLocal") as mock_session_local,
patch("app.tasks.process_document.settings") as mock_settings,
patch("app.tasks.process_document.log_task_progress"),
patch("app.tasks.process_document.extract_metadata_with_gpt") as mock_extract,
patch("app.tasks.process_document.initialize_file_steps") as mock_init_steps,
):
mock_settings.workdir = str(tmp_path)
mock_settings.enable_deduplication = False
mock_settings.enable_text_quality_check = False
mock_session_local.return_value.__enter__.return_value = db_session
mock_session_local.return_value.__exit__.return_value = None
mock_extract.delay = MagicMock()
result = process_document.run(str(test_pdf))
assert result["status"] == "Text extracted locally"
assert "file_id" in result
# initialize_file_steps must have been called exactly once with the new file's ID
mock_init_steps.assert_called_once()
called_file_id = mock_init_steps.call_args[0][1]
assert called_file_id == result["file_id"]
# ---------------------------------------------------------------------------
# _get_pipeline_ocr_language helper
# ---------------------------------------------------------------------------
@pytest.mark.unit
@pytest.mark.requires_db
def test_get_pipeline_ocr_language_returns_none_when_no_pipeline(db_session):
"""Returns None when no pipeline exists in the database."""
from app.tasks.process_document import _get_pipeline_ocr_language
# FileRecord with no pipeline_id
file_record = FileRecord(
filehash="abc123",
original_filename="test.pdf",
local_filename="/tmp/test.pdf",
file_size=1024,
mime_type="application/pdf",
is_duplicate=False,
)
db_session.add(file_record)
db_session.commit()
result = _get_pipeline_ocr_language(db_session, file_record, owner_id=None)
assert result is None
@pytest.mark.unit
@pytest.mark.requires_db
def test_get_pipeline_ocr_language_returns_language_from_system_default(db_session):
"""Returns ocr_language from the system default pipeline's OCR step config."""
import json
from app.models import Pipeline, PipelineStep
from app.tasks.process_document import _get_pipeline_ocr_language
# Create system default pipeline with OCR step configured to "deu"
pipeline = Pipeline(
owner_id=None,
name="System Default",
is_default=True,
is_active=True,
)
db_session.add(pipeline)
db_session.commit()
ocr_step = PipelineStep(
pipeline_id=pipeline.id,
position=0,
step_type="ocr",
config=json.dumps({"force_cloud_ocr": False, "ocr_language": "deu"}),
enabled=True,
)
db_session.add(ocr_step)
db_session.commit()
file_record = FileRecord(
filehash="def456",
original_filename="doc.pdf",
local_filename="/tmp/doc.pdf",
file_size=512,
mime_type="application/pdf",
is_duplicate=False,
)
db_session.add(file_record)
db_session.commit()
result = _get_pipeline_ocr_language(db_session, file_record, owner_id=None)
assert result == "deu"
@pytest.mark.unit
@pytest.mark.requires_db
def test_get_pipeline_ocr_language_auto_returns_none(db_session):
"""Returns None when ocr_language is 'auto' (should use global settings)."""
import json
from app.models import Pipeline, PipelineStep
from app.tasks.process_document import _get_pipeline_ocr_language
pipeline = Pipeline(
owner_id=None,
name="Auto Lang Pipeline",
is_default=True,
is_active=True,
)
db_session.add(pipeline)
db_session.commit()
ocr_step = PipelineStep(
pipeline_id=pipeline.id,
position=0,
step_type="ocr",
config=json.dumps({"ocr_language": "auto"}),
enabled=True,
)
db_session.add(ocr_step)
db_session.commit()
file_record = FileRecord(
filehash="ghi789",
original_filename="auto.pdf",
local_filename="/tmp/auto.pdf",
file_size=128,
mime_type="application/pdf",
is_duplicate=False,
)
db_session.add(file_record)
db_session.commit()
result = _get_pipeline_ocr_language(db_session, file_record, owner_id=None)
assert result is None
@pytest.mark.unit
@pytest.mark.requires_db
def test_get_pipeline_ocr_language_explicit_pipeline_takes_priority(db_session):
"""Explicit pipeline_id on file takes priority over system default pipeline."""
import json
from app.models import Pipeline, PipelineStep
from app.tasks.process_document import _get_pipeline_ocr_language
# System default pipeline with "eng"
sys_pipeline = Pipeline(
owner_id=None,
name="System Default",
is_default=True,
is_active=True,
)
db_session.add(sys_pipeline)
db_session.commit()
sys_step = PipelineStep(
pipeline_id=sys_pipeline.id,
position=0,
step_type="ocr",
config=json.dumps({"ocr_language": "eng"}),
enabled=True,
)
db_session.add(sys_step)
db_session.commit()
# Explicit pipeline with "fra"
explicit_pipeline = Pipeline(
owner_id="user1",
name="French Pipeline",
is_default=False,
is_active=True,
)
db_session.add(explicit_pipeline)
db_session.commit()
explicit_step = PipelineStep(
pipeline_id=explicit_pipeline.id,
position=0,
step_type="ocr",
config=json.dumps({"ocr_language": "fra"}),
enabled=True,
)
db_session.add(explicit_step)
db_session.commit()
file_record = FileRecord(
filehash="jkl012",
original_filename="french.pdf",
local_filename="/tmp/french.pdf",
file_size=256,
mime_type="application/pdf",
is_duplicate=False,
pipeline_id=explicit_pipeline.id,
)
db_session.add(file_record)
db_session.commit()
result = _get_pipeline_ocr_language(db_session, file_record, owner_id="user1")
assert result == "fra"
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