Files
ragflow/run_tests.py
Attili-sys 24af0875e5 Feat/configurable metadata display (#13464)
### What problem does this PR solve?

Currently, RAGFlow's Search and Chat interfaces display only raw
vectorized text chunks during retrieval, without contextual information
about their source documents. Users cannot see document titles, page
numbers, upload dates, or custom metadata fields that would help them
understand and trust the retrieved results.

This PR introduces an **optional metadata display feature** that
enriches retrieved chunks with document-level metadata in both the
Search tab and Chatbot interface.

**Key improvements:**
- **Search results**: Display document metadata as styled badges beneath
chunk snippets
- **Chat citations**: Show metadata in citation popovers and reference
lists for better source context
- **LLM context**: Metadata is injected into the LLM prompt to enable
more accurate, citation-aware responses
- **External API support**: Applications using RAGFlow's SDK retrieval
endpoints (`/v1/retrieval`, `/v1/searchbots/retrieval_test`) can opt-in
via request parameters
- **User control**: Multi-select dropdown UI allows users to choose
which metadata fields to display

**Implementation approach:**
-  Reuses existing `DocMetadataService` infrastructure (no new database
tables or indices)
-  Settings stored in existing JSON configuration fields
(`search_config.reference_metadata`, `prompt_config.reference_metadata`)
-  No database migrations required
-  Disabled by default (fully opt-in and backward-compatible)
-  Dynamic metadata field selection populated from actual document
metadata keys
-  Fixed critical bug where Python's builtin `set()` was shadowed by a
route handler function

**Modified endpoints (all backward-compatible):**
- `POST /v1/retrieval` (Public SDK)
- `POST /v1/searchbots/retrieval_test` (Searchbots)
- `POST /v1/chunk/retrieval_test` (UI/Internal)
- Chat completions endpoints (via `extra_body.reference_metadata` or
`prompt_config`)

### Type of change

- [x] New Feature (non-breaking change which adds functionality)


###Images
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<img width="879" height="1275" alt="image"
src="https://github.com/user-attachments/assets/95b2d731-31ae-45a1-b081-bf5893f52aeb"
/>
<br><br>
<br><br>

<img width="1532" height="362" alt="image"
src="https://github.com/user-attachments/assets/9cebc65b-b7a7-459f-b25e-3b13fa9b638e"
/>
<br><br>
<br><br>

<img width="2586" height="1320" alt="image"
src="https://github.com/user-attachments/assets/2153d493-d899-461f-a7a9-041391e07776"
/>

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: Attili-sys <Attili-sys@users.noreply.github.com>
Co-authored-by: Ahmad Intisar <ahmadintisar@Ahmads-MacBook-M4-Pro.local>
2026-04-30 23:13:27 +08:00

314 lines
9.6 KiB
Python
Executable File

#!/usr/bin/env python3
#
# Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import sys
import os
import argparse
import subprocess
from pathlib import Path
from typing import List
class Colors:
"""ANSI color codes for terminal output"""
RED = '\033[0;31m'
GREEN = '\033[0;32m'
YELLOW = '\033[1;33m'
BLUE = '\033[0;34m'
NC = '\033[0m' # No Color
class TestRunner:
"""RAGFlow Unit Test Runner"""
def __init__(self):
self.project_root = Path(__file__).parent.resolve()
self.ut_dir = Path(self.project_root / 'test' / 'unit_test')
# Default options
self.coverage = False
self.parallel = False
self.verbose = False
self.ignore_syntax_warning = False
self.markers = ""
self.test_path = ""
self.keyword = ""
# Python interpreter path
self.python = sys.executable
@staticmethod
def print_info(message: str) -> None:
"""Print informational message"""
print(f"{Colors.BLUE}[INFO]{Colors.NC} {message}")
@staticmethod
def print_error(message: str) -> None:
"""Print error message"""
print(f"{Colors.RED}[ERROR]{Colors.NC} {message}")
@staticmethod
def show_usage() -> None:
"""Display usage information"""
usage = """
RAGFlow Unit Test Runner
Usage: python run_tests.py [OPTIONS]
OPTIONS:
-h, --help Show this help message
-c, --coverage Run tests with coverage report
-p, --parallel Run tests in parallel (requires pytest-xdist)
-i, --ignore Run tests with "-W ignore::SyntaxWarning" option
-v, --verbose Verbose output
-t, --test FILE Run specific test file or directory
-m, --markers MARKERS Run tests with specific markers (e.g., "unit", "integration")
EXAMPLES:
# Run all tests
python run_tests.py
# Run with coverage
python run_tests.py --coverage
# Run in parallel
python run_tests.py --parallel
# Run tests with "-W ignore::SyntaxWarning" option
python run_tests.py --ignore
# Run specific test file
python run_tests.py --test services/test_dialog_service.py
# Run only unit tests
python run_tests.py --markers "unit"
# Run tests with coverage and parallel execution
python run_tests.py --coverage --parallel
"""
print(usage)
def build_pytest_command(self) -> List[str]:
"""Build the pytest command arguments"""
cmd = ["pytest"]
if self.test_path:
test_target = Path(self.test_path)
if not test_target.is_absolute():
test_target = self.project_root / test_target
cmd.append(str(test_target))
else:
cmd.append(str(self.ut_dir))
# Add markers
if self.markers:
cmd.extend(["-m", self.markers])
if self.keyword:
cmd.extend(["-k", self.keyword])
# Add verbose flag
if self.verbose:
cmd.extend(["-vv"])
else:
cmd.append("-v")
# Add coverage
if self.coverage:
# Relative path from test directory to source code
source_path = str(self.project_root / "common")
cmd.extend([
"--cov", source_path,
"--cov-report", "html",
"--cov-report", "term"
])
# Add parallel execution
if self.parallel:
# Try to get number of CPU cores
try:
import multiprocessing
cpu_count = multiprocessing.cpu_count()
cmd.extend(["-n", str(cpu_count)])
except ImportError:
# Fallback to auto if multiprocessing not available
cmd.extend(["-n", "auto"])
# Add ignore syntax warning
if self.ignore_syntax_warning:
cmd.extend(["-W", "ignore::SyntaxWarning"])
# Add default options from pyproject.toml if it exists
pyproject_path = self.project_root / "pyproject.toml"
if pyproject_path.exists():
cmd.extend(["--config-file", str(pyproject_path)])
return cmd
def run_tests(self) -> bool:
"""Execute the pytest command"""
# Change to test directory
os.chdir(self.project_root)
# Build command
cmd = self.build_pytest_command()
# Print test configuration
self.print_info("Running RAGFlow Unit Tests")
self.print_info("=" * 40)
self.print_info(f"Test Directory: {self.ut_dir}")
self.print_info(f"Coverage: {self.coverage}")
self.print_info(f"Parallel: {self.parallel}")
self.print_info(f"Verbose: {self.verbose}")
if self.test_path:
self.print_info(f"Test target: {self.test_path}")
if self.markers:
self.print_info(f"Markers: {self.markers}")
if self.keyword:
self.print_info(f"Keyword: {self.keyword}")
print(f"\n{Colors.BLUE}[EXECUTING]{Colors.NC} {' '.join(cmd)}\n")
# Run pytest
try:
result = subprocess.run(cmd, check=False)
if result.returncode == 0:
print(f"\n{Colors.GREEN}[SUCCESS]{Colors.NC} All tests passed!")
if self.coverage:
coverage_dir = self.ut_dir / "htmlcov"
if coverage_dir.exists():
index_file = coverage_dir / "index.html"
print(f"\n{Colors.BLUE}[INFO]{Colors.NC} Coverage report generated:")
print(f" {index_file}")
print("\nOpen with:")
print(f" - Windows: start {index_file}")
print(f" - macOS: open {index_file}")
print(f" - Linux: xdg-open {index_file}")
return True
else:
print(f"\n{Colors.RED}[FAILURE]{Colors.NC} Some tests failed!")
return False
except KeyboardInterrupt:
print(f"\n{Colors.YELLOW}[INTERRUPTED]{Colors.NC} Test execution interrupted by user")
return False
except Exception as e:
self.print_error(f"Failed to execute tests: {e}")
return False
def parse_arguments(self) -> bool:
"""Parse command line arguments"""
parser = argparse.ArgumentParser(
description="RAGFlow Unit Test Runner",
formatter_class=argparse.RawDescriptionHelpFormatter,
epilog="""
Examples:
python run_tests.py # Run all tests
python run_tests.py --coverage # Run with coverage
python run_tests.py --parallel # Run in parallel
python run_tests.py --test services/test_dialog_service.py # Run specific test
python run_tests.py --markers "unit" # Run only unit tests
python run_tests.py --ignore # Run with "-W ignore::SyntaxWarning" option
"""
)
parser.add_argument(
"-c", "--coverage",
action="store_true",
help="Run tests with coverage report"
)
parser.add_argument(
"-p", "--parallel",
action="store_true",
help="Run tests in parallel (requires pytest-xdist)"
)
parser.add_argument(
"-i", "--ignore",
action="store_true",
help="Run tests with '-W ignore::SyntaxWarning' "
)
parser.add_argument(
"-v", "--verbose",
action="store_true",
help="Verbose output"
)
parser.add_argument(
"-t", "--test",
type=str,
default="",
help="Run specific test file or directory"
)
parser.add_argument(
"-k", "--keyword",
type=str,
default="",
help="Run tests matching keyword expression (pytest -k)"
)
parser.add_argument(
"-m", "--markers",
type=str,
default="",
help="Run tests with specific markers (e.g., 'unit', 'integration')"
)
try:
args = parser.parse_args()
# Set options
self.coverage = args.coverage
self.parallel = args.parallel
self.verbose = args.verbose
self.markers = args.markers
self.ignore_syntax_warning = args.ignore
self.test_path = args.test
self.keyword = args.keyword
return True
except SystemExit:
# argparse already printed help, just exit
return False
except Exception as e:
self.print_error(f"Error parsing arguments: {e}")
return False
def run(self) -> int:
"""Main execution method"""
# Parse command line arguments
if not self.parse_arguments():
return 1
# Run tests
success = self.run_tests()
return 0 if success else 1
def main():
"""Entry point"""
runner = TestRunner()
return runner.run()
if __name__ == "__main__":
sys.exit(main())