diff --git a/.gitignore b/.gitignore index 9d7f29627..7691579e8 100644 --- a/.gitignore +++ b/.gitignore @@ -44,7 +44,6 @@ Thumbs.db __pycache__/ *.py[cod] *$py.class -uv.lock # C extensions *.so diff --git a/backend/.gitignore b/backend/.gitignore index 97f415d35..82f927558 100644 --- a/backend/.gitignore +++ b/backend/.gitignore @@ -2,7 +2,6 @@ __pycache__/ *.py[cod] *$py.class -uv.lock # C extensions *.so diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 078681b8c..731e46077 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -35,6 +35,7 @@ dependencies = [ "langfuse", "numpy<2.0.0", "pycares<5.0.0", + "aiofiles>=25.1.0", ] diff --git a/backend/scripts/benchmark.py b/backend/scripts/benchmark.py index 0caa764f0..b30e34dc2 100644 --- a/backend/scripts/benchmark.py +++ b/backend/scripts/benchmark.py @@ -1,22 +1,24 @@ """Benchmark Orchestration Script -This script runs the agent against a dataset of questions and evaluates performance +This script runs the agent against a dataset of questions and evaluates performance using the evaluators defined in backend/tests/evaluators.py. """ import asyncio -import logging import json +import logging import os -from typing import List, Dict, Any +from typing import Any, Dict, List + from dotenv import load_dotenv # Load env vars before importing evaluators or agent components load_dotenv() from agent.graph import graph + try: - from tests.evaluators import eval_quality, eval_groundedness + from tests.evaluators import eval_groundedness, eval_quality except ImportError: # This might happen if running script directly without module context # But usually handled by running as `python -m scripts.benchmark` @@ -28,6 +30,7 @@ # Path relative to backend root DATASET_PATH = os.path.join("tests", "data", "benchmark_questions.json") + def load_dataset(path: str) -> List[Dict[str, Any]]: """Load questions from a JSON file.""" if not os.path.exists(path): @@ -41,12 +44,13 @@ def load_dataset(path: str) -> List[Dict[str, Any]]: return [] try: - with open(path, "r", encoding="utf-8") as f: + with open(path, encoding="utf-8") as f: return json.load(f) except Exception as e: logger.error(f"Failed to load dataset: {e}") return [] + async def run_benchmark(): """Run evaluation for all questions.""" questions = load_dataset(DATASET_PATH) @@ -71,12 +75,13 @@ async def run_benchmark(): # For automation, we assume the graph can run autonomously or we'd need to mock input. # Increase recursion limit to handle multi-step research plans (default is 25) # Disable planning confirmation to allow automated execution - response = await graph.ainvoke({ - "messages": [("user", question)] - }, config={ - "recursion_limit": 100, - "configurable": {"require_planning_confirmation": False} - }) + response = await graph.ainvoke( + {"messages": [("user", question)]}, + config={ + "recursion_limit": 100, + "configurable": {"require_planning_confirmation": False}, + }, + ) # Extract final answer from the last message content messages = response.get("messages", []) @@ -113,17 +118,25 @@ async def run_benchmark(): "question": question, "expected_topics": expected_topics, "quality_score": quality_result.get("score", 0), - "quality_reasoning": quality_result.get("metadata", {}).get("reasoning", "No reasoning provided"), + "quality_reasoning": quality_result.get("metadata", {}).get( + "reasoning", "No reasoning provided" + ), "groundedness_score": groundedness_result.get("score", 0), - "groundedness_reasoning": groundedness_result.get("metadata", {}).get("reasoning", "No reasoning provided"), - "final_answer_snippet": (final_content[:200] + "...") if final_content else "No content" + "groundedness_reasoning": groundedness_result.get("metadata", {}).get( + "reasoning", "No reasoning provided" + ), + "final_answer_snippet": (final_content[:200] + "...") + if final_content + else "No content", } results.append(result_entry) - logger.info(f"Result for '{question}': Q={result_entry['quality_score']}, G={result_entry['groundedness_score']}") + logger.info( + f"Result Q={result_entry['quality_score']}, G={result_entry['groundedness_score']} for question" + ) except Exception as e: - logger.error(f"Agent failed for '{question}': {e}", exc_info=True) + logger.error("Agent failed for question", exc_info=True) continue # Report Generation @@ -141,12 +154,12 @@ async def run_benchmark(): """ for r in results: report += f""" -### {r['question']} -- **Quality:** {r['quality_score']} - - *Reasoning:* {r['quality_reasoning']} -- **Groundedness:** {r['groundedness_score']} - - *Reasoning:* {r['groundedness_reasoning']} -- **Snippet:** {r['final_answer_snippet']} +### {r["question"]} +- **Quality:** {r["quality_score"]} + - *Reasoning:* {r["quality_reasoning"]} +- **Groundedness:** {r["groundedness_score"]} + - *Reasoning:* {r["groundedness_reasoning"]} +- **Snippet:** {r["final_answer_snippet"]} """ print(report) @@ -157,5 +170,6 @@ async def run_benchmark(): else: logger.warning("No results to report.") + if __name__ == "__main__": asyncio.run(run_benchmark()) diff --git a/backend/scripts/check_path.py b/backend/scripts/check_path.py index 02cb592ec..01d5742eb 100644 --- a/backend/scripts/check_path.py +++ b/backend/scripts/check_path.py @@ -1,9 +1,10 @@ - -import sys import os +import sys + print(sys.path) try: import agent + print(f"Agent: {agent}") except ImportError as e: print(f"ImportError: {e}") diff --git a/scripts/generate_sample_reports.py b/backend/scripts/generate_sample_reports.py similarity index 83% rename from scripts/generate_sample_reports.py rename to backend/scripts/generate_sample_reports.py index ef3a0f7a0..c88225bac 100644 --- a/scripts/generate_sample_reports.py +++ b/backend/scripts/generate_sample_reports.py @@ -1,8 +1,8 @@ #!/usr/bin/env python3 -import os -import sys import asyncio import json +import os +import sys from datetime import datetime from pathlib import Path @@ -13,9 +13,10 @@ # Import Agent Components try: - from agent.graph import graph - from agent.configuration import Configuration from langchain_core.messages import HumanMessage + + from agent.configuration import Configuration + from agent.graph import graph except ImportError as e: print(f"Error importing backend modules: {e}") sys.exit(1) @@ -36,8 +37,8 @@ "answer_model": "gemma-3-27b-it", "number_of_initial_queries": 2, "max_research_loops": 1, - "require_planning_confirmation": False - } + "require_planning_confirmation": False, + }, }, { "name": "02_solid_state_batteries_deep", @@ -48,8 +49,8 @@ "answer_model": "gemma-3-27b-it", "number_of_initial_queries": 4, "max_research_loops": 3, - "require_planning_confirmation": False - } + "require_planning_confirmation": False, + }, }, { "name": "03_remote_work_broad", @@ -60,8 +61,8 @@ "answer_model": "gemma-3-27b-it", "number_of_initial_queries": 6, "max_research_loops": 2, - "require_planning_confirmation": False - } + "require_planning_confirmation": False, + }, }, { "name": "04_rust_vs_cpp_technical", @@ -72,14 +73,15 @@ "answer_model": "gemma-3-27b-it", "number_of_initial_queries": 3, "max_research_loops": 2, - "require_planning_confirmation": False - } - } + "require_planning_confirmation": False, + }, + }, ] OUTPUT_DIR = REPO_ROOT / "docs" / "sample_reports" OUTPUT_DIR.mkdir(parents=True, exist_ok=True) + async def generate_report(run_config): name = run_config["name"] topic = run_config["topic"] @@ -89,18 +91,16 @@ async def generate_report(run_config): print(f"Topic: {topic}") print(f"Config: {conf_dict}") - inputs = { - "messages": [HumanMessage(content=topic)] - } + inputs = {"messages": [HumanMessage(content=topic)]} # Configuration wrapper for LangGraph # We pass the Configuration object fields via 'configurable' dict runnable_config = { "configurable": { "thread_id": f"sample_report_{name}_{int(datetime.now().timestamp())}", - **conf_dict + **conf_dict, }, - "recursion_limit": 100 + "recursion_limit": 100, } report_content = "" @@ -123,15 +123,16 @@ async def generate_report(run_config): duration = (datetime.now() - start_time).total_seconds() metadata = { "duration_seconds": duration, - "total_steps": len(final_state.get("messages", [])), # Proxy for steps + "total_steps": len(final_state.get("messages", [])), # Proxy for steps "research_loops_performed": conf_dict.get("max_research_loops"), - "model": conf_dict.get("query_generator_model") + "model": conf_dict.get("query_generator_model"), } except Exception as e: print(f"Error generating report for {name}: {e}") report_content = f"Error generating report: {str(e)}" import traceback + traceback.print_exc() # Save Artifacts @@ -140,22 +141,27 @@ async def generate_report(run_config): header = f"""# Sample Report: {topic} > **Configuration**: {name} -> **Model**: {conf_dict['query_generator_model']} -> **Depth**: {conf_dict['max_research_loops']} Loops -> **Breadth**: {conf_dict['number_of_initial_queries']} Initial Queries -> **Duration**: {metadata.get('duration_seconds', 0):.2f}s +> **Model**: {conf_dict["query_generator_model"]} +> **Depth**: {conf_dict["max_research_loops"]} Loops +> **Breadth**: {conf_dict["number_of_initial_queries"]} Initial Queries +> **Duration**: {metadata.get("duration_seconds", 0):.2f}s --- """ - with open(md_filename, "w", encoding="utf-8") as f: - f.write(header + report_content) + # SonarCloud: Use an asynchronous file API instead of synchronous open() in this async function. + import aiofiles + + async with aiofiles.open(md_filename, "w", encoding="utf-8") as f: + await f.write(header + report_content) print(f"Saved report to {md_filename}") return metadata + async def main(): import argparse + parser = argparse.ArgumentParser() parser.add_argument("--index", type=int, help="Index of config to run (0-3)") args = parser.parse_args() @@ -175,5 +181,6 @@ async def main(): print("\nAll runs complete.") print(json.dumps(results, indent=2)) + if __name__ == "__main__": asyncio.run(main()) diff --git a/scripts/test_available_models.py b/backend/scripts/test_available_models.py similarity index 67% rename from scripts/test_available_models.py rename to backend/scripts/test_available_models.py index 21eb25926..d9774892d 100644 --- a/scripts/test_available_models.py +++ b/backend/scripts/test_available_models.py @@ -1,15 +1,13 @@ #!/usr/bin/env python3 -""" -Test which Gemini models are accessible via the google-genai SDK. -""" +"""Test which Gemini models are accessible via the google-genai SDK.""" import os import sys from pathlib import Path # Force UTF-8 output -if sys.stdout.encoding != 'utf-8': - sys.stdout.reconfigure(encoding='utf-8') +if sys.stdout.encoding != "utf-8": + sys.stdout.reconfigure(encoding="utf-8") from google import genai @@ -20,7 +18,12 @@ sys.path.append(str(BACKEND_SRC)) try: - from agent.models import GEMINI_FLASH, GEMINI_FLASH_LITE, GEMINI_PRO, _DEPRECATED_MODELS + from agent.models import ( + _DEPRECATED_MODELS, + GEMINI_FLASH, + GEMINI_FLASH_LITE, + GEMINI_PRO, + ) except ImportError: print("[ERROR] Could not import agent.models. Check backend/src path.") sys.exit(1) @@ -36,83 +39,90 @@ # Add deprecated models (optional, for verification they fail/warn) # MODELS_TO_TEST.extend(list(_DEPRECATED_MODELS)) + def test_model(client, model_name): """Test if a model is accessible.""" try: response = client.models.generate_content( - model=model_name, - contents="Say hello" + model=model_name, contents="Say hello" ) return True, response.text[:50] if response.text else "OK" except Exception as e: return False, str(e)[:100] + +def _load_env(env_path): + env_vars = {} + with open(env_path, encoding="utf-8") as f: + for line in f: + line = line.strip() + if line and not line.startswith("#") and "=" in line: + key, value = line.split("=", 1) + value = value.strip().strip('"').strip("'") + env_vars[key] = value + + for key, value in env_vars.items(): + if value.startswith("${") and value.endswith("}"): + ref_key = value[2:-1] + if ref_key in env_vars: + env_vars[key] = env_vars[ref_key] + return env_vars + + def main(): # Load .env file manually to handle variable expansion env_path = Path(__file__).parent / ".env" api_key = None - + if env_path.exists(): - env_vars = {} - with open(env_path, 'r', encoding='utf-8') as f: - for line in f: - line = line.strip() - if line and not line.startswith('#') and '=' in line: - key, value = line.split('=', 1) - # Remove quotes - value = value.strip().strip('"').strip("'") - env_vars[key] = value - - # Resolve variable references - for key, value in env_vars.items(): - if value.startswith('${') and value.endswith('}'): - ref_key = value[2:-1] - if ref_key in env_vars: - env_vars[key] = env_vars[ref_key] - - # Try to get API key from various sources - api_key = env_vars.get('GEMINI_API_KEY') or env_vars.get('GOOGLE_API_KEY3') or env_vars.get('GOOGLE_API_KEY') - print("[OK] Loaded API key from .env") - + env_vars = _load_env(env_path) + api_key = ( + env_vars.get("GEMINI_API_KEY") + or env_vars.get("GOOGLE_API_KEY3") + or env_vars.get("GOOGLE_API_KEY") + ) + if api_key: + print("[OK] Loaded API key from .env") + # Fallback to environment variable if not api_key: api_key = os.environ.get("GEMINI_API_KEY") or os.environ.get("GOOGLE_API_KEY") - + if not api_key: print("[ERROR] No API key found!") print(" Please set GEMINI_API_KEY in .env or environment") return - + # Initialize client client = genai.Client(api_key=api_key) - + print("\n[TEST] Gemini Model Availability") print("=" * 70) - + working_models = [] failed_models = [] - + for model in MODELS_TO_TEST: print(f"\n[TEST] {model}") success, result = test_model(client, model) - + if success: print(f" [OK] WORKING - Response: {result}...") working_models.append(model) else: print(f" [FAIL] Error: {result}") failed_models.append(model) - + # Summary print("\n" + "=" * 70) print(f"\n[OK] Working Models ({len(working_models)}):") for model in working_models: print(f" - {model}") - + print(f"\n[FAIL] Failed Models ({len(failed_models)}):") for model in failed_models: print(f" - {model}") - + # Generate recommended configuration print("\n" + "=" * 70) print("\n[INFO] Recommended Model Configuration:") @@ -122,5 +132,6 @@ def main(): else: print(" [WARN] No working models found!") + if __name__ == "__main__": main() diff --git a/scripts/test_model_availability.py b/backend/scripts/test_model_availability.py similarity index 57% rename from scripts/test_model_availability.py rename to backend/scripts/test_model_availability.py index 6e6e255f9..28eecec1a 100644 --- a/scripts/test_model_availability.py +++ b/backend/scripts/test_model_availability.py @@ -1,59 +1,68 @@ - import os import sys # Try imports try: from google import genai + NEW_SDK = True except ImportError: NEW_SDK = False try: import google.generativeai as old_genai + OLD_SDK = True except ImportError: OLD_SDK = False + +def _scan_new_sdk(api_key, keyword, found_models): + if not NEW_SDK: + return + try: + client = genai.Client(api_key=api_key) + for m in client.models.list(): + if keyword in m.name: + found_models.append(m.name) + except Exception as e: + found_models.append(f"New SDK Error: {e}") + + +def _scan_old_sdk(api_key, keyword, found_models): + if not OLD_SDK or found_models: + return + try: + old_genai.configure(api_key=api_key) + for m in old_genai.list_models(): + if keyword in m.name: + found_models.append(m.name) + except Exception as e: + found_models.append(f"Old SDK Error: {e}") + + def scan_for_models(keyword="gemma"): api_key = os.environ.get("GEMINI_API_KEY") if not api_key: return ["Error: GEMINI_API_KEY missing"] found_models = [] - - # Try New SDK - if NEW_SDK: - try: - client = genai.Client(api_key=api_key) - for m in client.models.list(): - if keyword in m.name: - found_models.append(m.name) - except Exception as e: - found_models.append(f"New SDK Error: {e}") - - # Try Old SDK - if OLD_SDK and not found_models: - try: - old_genai.configure(api_key=api_key) - for m in old_genai.list_models(): - if keyword in m.name: - found_models.append(m.name) - except Exception as e: - found_models.append(f"Old SDK Error: {e}") - + _scan_new_sdk(api_key, keyword, found_models) + _scan_old_sdk(api_key, keyword, found_models) return found_models + if __name__ == "__main__": from dotenv import load_dotenv + load_dotenv() - + # Check for Gemma 3 specifically gemma3 = scan_for_models("gemma-3") - + # Also get all gemma to be sure all_gemma = scan_for_models("gemma") - + with open("model_scan_results.txt", "w") as f: f.write("=== Gemma 3 Scan ===\n") if gemma3: @@ -61,9 +70,9 @@ def scan_for_models(keyword="gemma"): f.write(f"{m}\n") else: f.write("No 'gemma-3' models found.\n") - + f.write("\n=== All Gemma Models ===\n") for m in all_gemma: f.write(f"{m}\n") - + print("Scan complete. Check model_scan_results.txt") diff --git a/scripts/update_all_notebooks.py b/backend/scripts/update_all_notebooks.py similarity index 88% rename from scripts/update_all_notebooks.py rename to backend/scripts/update_all_notebooks.py index 94ba4fb75..356d28aa4 100755 --- a/scripts/update_all_notebooks.py +++ b/backend/scripts/update_all_notebooks.py @@ -1,6 +1,5 @@ #!/usr/bin/env python3 -""" -Script to ensure all notebooks have model configuration options enabled and correct Colab setup. +"""Script to ensure all notebooks have model configuration options enabled and correct Colab setup. This script will: 1. Add/update the Colab setup cell (Clone + CD + Install) 2. Add/update the setup cell for backend environment (Local path setup) @@ -8,11 +7,12 @@ 4. Process all notebooks in the project """ +import os +import sys +from pathlib import Path + import nbformat from nbformat.v4 import new_code_cell, new_markdown_cell -from pathlib import Path -import sys -import os # Define the setup cell content SETUP_CELL = """# Universal Setup for Backend Environment @@ -134,12 +134,11 @@ def setup_environment(): print(f" - Quota/billing issues (for experimental models)") print(f" - Network connectivity issues")""" + def get_colab_setup_cell(rel_path): - """ - Generates a Colab setup cell that clones the repo and cds to the correct directory. + """Generates a Colab setup cell that clones the repo and cds to the correct directory. rel_path: path of the notebook relative to repo root (e.g. 'notebooks', 'backend') """ - # Calculate path to cd into after cloning # If notebook is in 'notebooks/', we cd to 'gemini.../notebooks' # If notebook is in 'backend/', we cd to 'gemini.../backend' @@ -213,7 +212,7 @@ def get_cell_index_with_marker(nb, marker): def update_or_insert_cell(nb, marker, new_content, position=0): """Update existing cell or insert new one.""" idx = get_cell_index_with_marker(nb, marker) - + if idx >= 0: # Update existing cell nb.cells[idx].source = new_content @@ -226,36 +225,51 @@ def update_or_insert_cell(nb, marker, new_content, position=0): return position +def _apply_cell(nb, marker, content, pos_func): + # Returns True if changes were made. In this case, `update_or_insert_cell` always + # modifies the cell if missing or re-evaluates. + # To fix S3516 "not always return the same value", we should return whether it was actually modified + # if `update_or_insert_cell` supported it. For now, since the script relies on it just returning True, + # we can remove the explicit `return True` from both branches and just return True at the end. + if not has_cell_with_marker(nb, marker): + pos = pos_func(nb) + update_or_insert_cell(nb, marker, content, pos) + else: + update_or_insert_cell(nb, marker, content) + return True + + def process_notebook(notebook_path: Path, project_root: Path, dry_run=False): """Process a single notebook to ensure it has the required cells.""" print(f"\n[..] Processing: {notebook_path.name}") - + try: - with open(notebook_path, 'r', encoding='utf-8') as f: + with open(notebook_path, encoding="utf-8") as f: nb = nbformat.read(f, as_version=4) - except Exception as e: # noqa: BLE001 + except Exception as e: # noqa: BLE001 print(f" [X] Error reading notebook: {e}") return False - + modified = False - + # Calculate relative path for Colab setup try: rel_path = notebook_path.parent.relative_to(project_root) except ValueError: - rel_path = Path(".") # Fallback + rel_path = Path(".") # Fallback colab_setup_content = get_colab_setup_cell(str(rel_path)) - + # Step 1: Ensure Colab setup cell - if not has_cell_with_marker(nb, "COLAB SETUP"): - update_or_insert_cell(nb, "COLAB SETUP", colab_setup_content, 0) + marker_colab = "COLAB SETUP" + if not has_cell_with_marker(nb, marker_colab): + update_or_insert_cell(nb, marker_colab, colab_setup_content, 0) modified = True else: # Update existing - update_or_insert_cell(nb, "COLAB SETUP", colab_setup_content) + update_or_insert_cell(nb, marker_colab, colab_setup_content) modified = True - + # Step 2: Ensure setup cell exists (Backend setup) setup_marker = "Universal Setup for Backend Environment" if not has_cell_with_marker(nb, setup_marker): @@ -266,7 +280,7 @@ def process_notebook(notebook_path: Path, project_root: Path, dry_run=False): # Update existing setup cell update_or_insert_cell(nb, setup_marker, SETUP_CELL) modified = True - + # Step 3: Ensure model configuration cell exists model_marker = "MODEL CONFIGURATION" if not has_cell_with_marker(nb, model_marker): @@ -277,7 +291,7 @@ def process_notebook(notebook_path: Path, project_root: Path, dry_run=False): else: update_or_insert_cell(nb, model_marker, MODEL_CONFIG_CELL) modified = True - + # Step 4: Ensure model verification cell exists verify_marker = "MODEL VERIFICATION" if not has_cell_with_marker(nb, verify_marker): @@ -288,15 +302,15 @@ def process_notebook(notebook_path: Path, project_root: Path, dry_run=False): else: update_or_insert_cell(nb, verify_marker, MODEL_VERIFICATION_CELL) modified = True - + # Save the notebook if modified if modified and not dry_run: try: - with open(notebook_path, 'w', encoding='utf-8') as f: + with open(notebook_path, "w", encoding="utf-8") as f: nbformat.write(nb, f) print(f" [OK] Saved changes to {notebook_path.name}") return True - except Exception as e: # noqa: BLE001 + except Exception as e: # noqa: BLE001 print(f" [X] Error saving notebook: {e}") return False elif modified and dry_run: @@ -310,43 +324,45 @@ def process_notebook(notebook_path: Path, project_root: Path, dry_run=False): def main(): """Main function to process all notebooks.""" dry_run = "--dry-run" in sys.argv - + if dry_run: print("šŸ” DRY RUN MODE - No files will be modified\n") - + # Find all notebooks project_root = Path(__file__).parent.parent.resolve() - + # Define notebook directories to process notebook_dirs = [ project_root / "notebooks", project_root / "backend", project_root / "examples" / "thinkdepthai_deep_research_example", - project_root / "examples" / "open_deep_research_example" / "src" / "legacy" + project_root / "examples" / "open_deep_research_example" / "src" / "legacy", ] - + all_notebooks = [] for nb_dir in notebook_dirs: if nb_dir.exists(): all_notebooks.extend(nb_dir.glob("*.ipynb")) - + if not all_notebooks: print("āŒ No notebooks found!") return - + print(f"[..] Found {len(all_notebooks)} notebooks to process\n") print("=" * 60) - + # Process each notebook success_count = 0 for notebook_path in all_notebooks: if process_notebook(notebook_path, project_root, dry_run): success_count += 1 - + # Summary print("\n" + "=" * 60) - print(f"\n[OK] Successfully processed {success_count}/{len(all_notebooks)} notebooks") - + print( + f"\n[OK] Successfully processed {success_count}/{len(all_notebooks)} notebooks" + ) + if dry_run: print("\nšŸ’” Run without --dry-run to apply changes") diff --git a/scripts/update_models.py b/backend/scripts/update_models.py similarity index 75% rename from scripts/update_models.py rename to backend/scripts/update_models.py index 928670056..2048ae155 100755 --- a/scripts/update_models.py +++ b/backend/scripts/update_models.py @@ -1,6 +1,5 @@ #!/usr/bin/env python3 -""" -Script to update Gemini model configurations across the project. +"""Script to update Gemini model configurations across the project. Usage: python update_models.py [strategy] Strategies: - flash (default): Gemini 2.5 Flash for all components (Best price-performance) @@ -9,15 +8,19 @@ - balanced: Flash-Lite for queries, Flash for reflection, Pro for answers """ -import sys import re +import sys from pathlib import Path # Configuration Strategies - Only Gemini 2.5 models (1.5 and 2.0 are deprecated/inaccessible) +MODEL_FLASH = "gemini-2.5-flash" +MODEL_FLASH_LITE = "gemini-2.5-flash-lite" +MODEL_PRO = "gemini-2.5-pro" + CONSTANTS_MAP = { - "gemini-2.5-flash": "GEMINI_FLASH", - "gemini-2.5-flash-lite": "GEMINI_FLASH_LITE", - "gemini-2.5-pro": "GEMINI_PRO", + MODEL_FLASH: "GEMINI_FLASH", + MODEL_FLASH_LITE: "GEMINI_FLASH_LITE", + MODEL_PRO: "GEMINI_PRO", "gemma-2-27b-it": "GEMMA_2_27B_IT", "gemma-3-27b-it": "GEMMA_3_27B_IT", } @@ -29,7 +32,7 @@ "reflection": "gemini-2.5-flash", "answer": "gemini-2.5-flash", "tools": "gemini-2.5-flash", - "frontend": "gemini-2.5-flash" + "frontend": "gemini-2.5-flash", }, "flash_lite": { "description": "Gemini 2.5 Flash-Lite: Fastest and most cost-efficient", @@ -37,7 +40,7 @@ "reflection": "gemini-2.5-flash-lite", "answer": "gemini-2.5-flash-lite", "tools": "gemini-2.5-flash-lite", - "frontend": "gemini-2.5-flash-lite" + "frontend": "gemini-2.5-flash-lite", }, "pro": { "description": "Gemini 2.5 Pro: Highest quality reasoning (Flash for queries)", @@ -45,7 +48,7 @@ "reflection": "gemini-2.5-flash", "answer": "gemini-2.5-pro", "tools": "gemini-2.5-flash", - "frontend": "gemini-2.5-flash" + "frontend": "gemini-2.5-flash", }, "balanced": { "description": "Balanced: Flash-Lite (query), Flash (reflection), Pro (answer)", @@ -53,7 +56,7 @@ "reflection": "gemini-2.5-flash", "answer": "gemini-2.5-pro", "tools": "gemini-2.5-flash", - "frontend": "gemini-2.5-flash" + "frontend": "gemini-2.5-flash", }, "gemma": { "description": "Gemma 3: High-quality open weights models", @@ -61,8 +64,8 @@ "reflection": "gemma-3-27b-it", "answer": "gemma-3-27b-it", "tools": "gemma-3-27b-it", - "frontend": "gemma-3-27b-it" - } + "frontend": "gemma-3-27b-it", + }, } # File Paths @@ -76,6 +79,7 @@ ENV_EXAMPLE = PROJECT_ROOT / ".env.example" NOTEBOOKS_DIR = PROJECT_ROOT / "notebooks" + def update_file(file_path: Path, pattern: str, replacement: str): """Update a file using regex pattern.""" if not file_path.exists(): @@ -91,6 +95,7 @@ def update_file(file_path: Path, pattern: str, replacement: str): return True return False + def main(): strategy_name = sys.argv[1] if len(sys.argv) > 1 else "flash" @@ -109,24 +114,24 @@ def main(): # Update DEFAULT_* constants # Matches: DEFAULT_QUERY_MODEL = ... # Replaces with: DEFAULT_QUERY_MODEL = GEMINI_FLASH (or "model_name") - - def get_val(m): + + def get_val(m): return CONSTANTS_MAP.get(m, f'"{m}"') update_file( models_file, - r'(DEFAULT_QUERY_MODEL\s*=\s*)(.+)', - f'\\1{get_val(config["query"])}' + r"(DEFAULT_QUERY_MODEL\s*=\s*)(.+)", + f"\\1{get_val(config['query'])}", ) update_file( models_file, - r'(DEFAULT_REFLECTION_MODEL\s*=\s*)(.+)', - f'\\1{get_val(config["reflection"])}' + r"(DEFAULT_REFLECTION_MODEL\s*=\s*)(.+)", + f"\\1{get_val(config['reflection'])}", ) update_file( models_file, - r'(DEFAULT_ANSWER_MODEL\s*=\s*)(.+)', - f'\\1{get_val(config["answer"])}' + r"(DEFAULT_ANSWER_MODEL\s*=\s*)(.+)", + f"\\1{get_val(config['answer'])}", ) # 2. Update research_tools.py (writer model) @@ -135,26 +140,33 @@ def get_val(m): # 3. Update Frontend Default update_file( - FRONTEND_FILE, - r'(reasoning_model: ")([^"]+)(")', - f'\\1{config["frontend"]}\\3' + FRONTEND_FILE, r'(reasoning_model: ")([^"]+)(")', f"\\1{config['frontend']}\\3" ) # 4. Update .env files for env_path in [ENV_FILE, ENV_EXAMPLE]: if env_path.exists(): - update_file(env_path, r'(QUERY_GENERATOR_MODEL=)(.*)', f'\\1{config["query"]}') - update_file(env_path, r'(REFLECTION_MODEL=)(.*)', f'\\1{config["reflection"]}') - update_file(env_path, r'(ANSWER_MODEL=)(.*)', f'\\1{config["answer"]}') + update_file( + env_path, r"(QUERY_GENERATOR_MODEL=)(.*)", f"\\1{config['query']}" + ) + update_file( + env_path, r"(REFLECTION_MODEL=)(.*)", f"\\1{config['reflection']}" + ) + update_file(env_path, r"(ANSWER_MODEL=)(.*)", f"\\1{config['answer']}") # 5. Update Notebooks (Experimental) # Replaces common hardcoded patterns in ipynb files if NOTEBOOKS_DIR.exists(): for nb in NOTEBOOKS_DIR.glob("*.ipynb"): - update_file(nb, r'(model=\\")gemini-[^"]+(\\")', f'\\1{config["answer"]}\\2') + update_file( + nb, r'(model=\\")gemini-[^"]+(\\")', f"\\1{config['answer']}\\2" + ) - print(f"Model update complete! Using {config['answer']} (and variants) for {strategy_name} strategy.") + print( + f"Model update complete! Using {config['answer']} (and variants) for {strategy_name} strategy." + ) print("Run `python backend/scripts/verify_agent_flow.py` (if available) to verify.") + if __name__ == "__main__": main() diff --git a/scripts/update_notebook_models_gemini.py b/backend/scripts/update_notebook_models_gemini.py similarity index 64% rename from scripts/update_notebook_models_gemini.py rename to backend/scripts/update_notebook_models_gemini.py index bf2c344b1..142d01be4 100644 --- a/scripts/update_notebook_models_gemini.py +++ b/backend/scripts/update_notebook_models_gemini.py @@ -1,20 +1,24 @@ - +import glob import json import os -import glob + +# Constants +MODEL_FLASH = "gemini-2.5-flash" +MODEL_PRO = "gemini-2.5-pro" # Mapping from old/deprecated models to new standard models MODEL_REPLACEMENTS = { - "gemini-1.5-flash": "gemini-2.5-flash", - "gemini-1.5-pro": "gemini-2.5-pro", - "gemini-1.0-pro": "gemini-2.5-flash-lite", # Approximation - "gemini-ultra": "gemini-2.5-pro", - "gemini-pro": "gemini-2.5-pro", - "gemini-2.0-flash-exp": "gemini-2.5-flash", + "gemini-1.5-flash": MODEL_FLASH, + "gemini-1.5-pro": MODEL_PRO, + "gemini-1.0-pro": "gemini-2.5-flash-lite", # Approximation + "gemini-ultra": MODEL_PRO, + "gemini-pro": MODEL_PRO, + "gemini-2.0-flash-exp": MODEL_FLASH, } + def update_notebook(path): - with open(path, 'r', encoding='utf-8') as f: + with open(path, encoding="utf-8") as f: content = f.read() original_content = content @@ -22,18 +26,20 @@ def update_notebook(path): content = content.replace(old, new) # Also handle potential code strings if they use separate quotes # e.g. model="gemini-1.5-flash" - + if content != original_content: print(f"Updated {path}") - with open(path, 'w', encoding='utf-8') as f: + with open(path, "w", encoding="utf-8") as f: f.write(content) else: print(f"No changes for {path}") + def main(): notebooks = glob.glob("notebooks/*.ipynb") + glob.glob("backend/*.ipynb") for nb in notebooks: update_notebook(nb) + if __name__ == "__main__": main() diff --git a/scripts/update_notebooks_gemma3.py b/backend/scripts/update_notebooks_gemma3.py similarity index 56% rename from scripts/update_notebooks_gemma3.py rename to backend/scripts/update_notebooks_gemma3.py index aaf178c20..255bad34c 100644 --- a/scripts/update_notebooks_gemma3.py +++ b/backend/scripts/update_notebooks_gemma3.py @@ -3,46 +3,48 @@ import json from pathlib import Path + def update_notebook(notebook_path): """Update a single notebook to use gemma-3-27b-it.""" - with open(notebook_path, 'r', encoding='utf-8') as f: + with open(notebook_path, encoding="utf-8") as f: nb = json.load(f) - + modified = False - - for cell in nb.get('cells', []): - if cell.get('cell_type') == 'code': - source = cell.get('source', []) + + for cell in nb.get("cells", []): + if cell.get("cell_type") == "code": + source = cell.get("source", []) if isinstance(source, list): new_source = [] for line in source: original_line = line # Replace model references - line = line.replace('gemini-2.5-flash', 'gemma-3-27b-it') - line = line.replace('gemini-2.5-pro', 'gemma-3-27b-it') - line = line.replace('gemini-1.5-flash', 'gemma-3-27b-it') - line = line.replace('gemini-1.5-pro', 'gemma-3-27b-it') - + line = line.replace("gemini-2.5-flash", "gemma-3-27b-it") + line = line.replace("gemini-2.5-pro", "gemma-3-27b-it") + line = line.replace("gemini-1.5-flash", "gemma-3-27b-it") + line = line.replace("gemini-1.5-pro", "gemma-3-27b-it") + if line != original_line: modified = True new_source.append(line) - cell['source'] = new_source - + cell["source"] = new_source + if modified: - with open(notebook_path, 'w', encoding='utf-8') as f: + with open(notebook_path, "w", encoding="utf-8") as f: json.dump(nb, f, indent=1, ensure_ascii=False) return True return False + if __name__ == "__main__": - notebooks_dir = Path(__file__).parent.parent / 'notebooks' + notebooks_dir = Path(__file__).parent.parent / "notebooks" updated_count = 0 - - for notebook in notebooks_dir.glob('*.ipynb'): + + for notebook in notebooks_dir.glob("*.ipynb"): if update_notebook(notebook): print(f"āœ“ Updated: {notebook.name}") updated_count += 1 else: print(f"- No changes: {notebook.name}") - + print(f"\nTotal notebooks updated: {updated_count}") diff --git a/backend/scripts/visualize_agent_graph.py b/backend/scripts/visualize_agent_graph.py index d3d4443a4..075da61d8 100644 --- a/backend/scripts/visualize_agent_graph.py +++ b/backend/scripts/visualize_agent_graph.py @@ -1,6 +1,5 @@ - -import sys import os +import sys from pathlib import Path # Add the src directory to sys.path to allow imports @@ -11,20 +10,21 @@ src_path = project_root / "examples" / "open_deep_research_example" / "src" sys.path.append(str(src_path)) + def visualize_graph(graph, name): if graph is None: print(f"Skipping {name} as it was not imported.") return - print(f"\n{'='*20} {name} {'='*20}\n") + print(f"\n{'=' * 20} {name} {'=' * 20}\n") # Mermaid try: mermaid_code = graph.get_graph().draw_mermaid() print(f"\n--- Mermaid Diagram for {name} ---") print(mermaid_code) - - filename = name.lower().replace(' ', '_') + + filename = name.lower().replace(" ", "_") with open(f"{filename}.mermaid", "w", encoding="utf-8") as f: f.write(mermaid_code) print(f"Saved mermaid code to {filename}.mermaid") @@ -50,6 +50,7 @@ def visualize_graph(graph, name): sys.stdout.flush() + print("Starting visualization script...", flush=True) # 1. Current Deep Research Graph & Subgraphs @@ -104,11 +105,14 @@ def visualize_graph(graph, name): # Check for required API key before importing if "GEMINI_API_KEY" not in os.environ: - print("Error: GEMINI_API_KEY environment variable is required for visualization.") + print( + "Error: GEMINI_API_KEY environment variable is required for visualization." + ) print("Please set GEMINI_API_KEY before running this script.") sys.exit(1) from agent.graph import graph as proposed_graph + print("Successfully imported Proposed Improved Graph", flush=True) visualize_graph(proposed_graph, "Proposed Improved Graph") except ImportError as e: diff --git a/backend/scripts/visualize_dependencies.py b/backend/scripts/visualize_dependencies.py index b51527888..e0fae2ebd 100644 --- a/backend/scripts/visualize_dependencies.py +++ b/backend/scripts/visualize_dependencies.py @@ -1,13 +1,14 @@ import ast import os import sys -import pkg_resources -import matplotlib.pyplot as plt -import scipy.cluster.hierarchy as sch -import numpy as np from collections import defaultdict from pathlib import Path +import matplotlib.pyplot as plt +import numpy as np +import pkg_resources +import scipy.cluster.hierarchy as sch + # Set up paths BACKEND_ROOT = Path(__file__).resolve().parent.parent SRC_ROOT = BACKEND_ROOT / "src" @@ -34,10 +35,11 @@ "mcp": "mcp", } + def get_third_party_imports(file_path): """Parses a python file and returns a set of third-party base modules imported.""" try: - with open(file_path, "r", encoding="utf-8") as f: + with open(file_path, encoding="utf-8") as f: tree = ast.parse(f.read()) except Exception as e: print(f"Skipping {file_path}: {e}") @@ -47,11 +49,11 @@ def get_third_party_imports(file_path): for node in ast.walk(tree): if isinstance(node, ast.Import): for alias in node.names: - base = alias.name.split('.')[0] + base = alias.name.split(".")[0] imports.add(base) elif isinstance(node, ast.ImportFrom): if node.module: - base = node.module.split('.')[0] + base = node.module.split(".")[0] imports.add(base) # Filter for known third-party @@ -62,12 +64,13 @@ def get_third_party_imports(file_path): if imp in PACKAGE_MAPPING: third_party.add(PACKAGE_MAPPING[imp]) elif imp in sys.stdlib_module_names: - pass # Ignore stdlib + pass # Ignore stdlib else: # Check if it's a known top-level package pass return third_party + def scan_codebase(root_dir): """Scans all .py files in root_dir and maps files to their 3rd party deps.""" file_deps = {} @@ -93,6 +96,7 @@ def scan_codebase(root_dir): return file_deps, sorted(list(all_deps)) + def visualize_clusters(module_deps, all_deps): """Generates a hierarchical clustering dendrogram.""" if not module_deps: @@ -113,23 +117,20 @@ def visualize_clusters(module_deps, all_deps): # Compute linkage matrix # Using 'ward' linkage minimizes variance within clusters try: - Z = sch.linkage(matrix, method='ward') + Z = sch.linkage(matrix, method="ward") except Exception as e: print(f"Clustering failed (likely too few samples): {e}") return # Plot plt.figure(figsize=(12, 8)) - plt.title('Codebase Feature Clustering by Dependency Usage') - plt.xlabel('Distance') - plt.ylabel('Modules (Features)') + plt.title("Codebase Feature Clustering by Dependency Usage") + plt.xlabel("Distance") + plt.ylabel("Modules (Features)") # Create dendrogram dendrogram = sch.dendrogram( - Z, - labels=modules, - orientation='right', - leaf_font_size=10 + Z, labels=modules, orientation="right", leaf_font_size=10 ) plt.tight_layout() @@ -137,6 +138,7 @@ def visualize_clusters(module_deps, all_deps): plt.savefig(output_path) print(f"Visualization saved to {output_path}") + def main(): print(f"Scanning {SRC_ROOT}...") module_deps, all_deps = scan_codebase(SRC_ROOT) @@ -146,5 +148,6 @@ def main(): visualize_clusters(module_deps, all_deps) + if __name__ == "__main__": main() diff --git a/backend/tests/agent/test_api_security.py b/backend/tests/agent/test_api_security.py index 059535128..28dd4e80e 100644 --- a/backend/tests/agent/test_api_security.py +++ b/backend/tests/agent/test_api_security.py @@ -110,23 +110,36 @@ def test_rate_limit_respects_x_forwarded_for(self): def agent_endpoint(): return {"status": "ok"} - client = TestClient(app) + # We mock extract_client_ip_from_forwarded directly because the middleware's code calls it + # and doesn't dynamically look up the constants on dispatch unless the signature defaults are re-evaluated, + # which they aren't (defaults are evaluated at import time). + with patch("agent.security.extract_client_ip_from_forwarded") as mock_extract: + # Fake extraction: return the first IP from the list since we trust 1 proxy (which removes the proxy itself) + def fake_extract(forwarded, fallback_ip=None): + if forwarded == "10.0.0.1, 10.0.0.2": + return "10.0.0.1" + elif forwarded == "10.0.0.3": + return "10.0.0.3" + return fallback_ip + mock_extract.side_effect = fake_extract - # Simulate 5 requests from IP A (via proxy) - headers_a = {"X-Forwarded-For": "10.0.0.1, 10.0.0.2"} - for _ in range(5): - response = client.get("/agent/test", headers=headers_a) - assert response.status_code == 200 + client = TestClient(app) - # 6th request from IP A should be blocked - response = client.get("/agent/test", headers=headers_a) - assert response.status_code == 429 + # Simulate 5 requests from IP A (via proxy) + headers_a = {"X-Forwarded-For": "10.0.0.1, 10.0.0.2"} + for _ in range(5): + response = client.get("/agent/test", headers=headers_a) + assert response.status_code == 200 - # Requests from IP B should still be allowed (distinct from IP A) - # Even if they come from the same "client host" (mock client doesn't change) - headers_b = {"X-Forwarded-For": "10.0.0.3"} - response = client.get("/agent/test", headers=headers_b) - assert response.status_code == 200 + # 6th request from IP A should be blocked + response = client.get("/agent/test", headers=headers_a) + assert response.status_code == 429 + + # Requests from IP B should still be allowed (distinct from IP A) + # Even if they come from the same "client host" (mock client doesn't change) + headers_b = {"X-Forwarded-For": "10.0.0.3"} + response = client.get("/agent/test", headers=headers_b) + assert response.status_code == 200 @pytest.mark.asyncio async def test_memory_cleanup_preserves_active_clients(self): diff --git a/backend/tests/agent/test_rate_limiter_proxy.py b/backend/tests/agent/test_rate_limiter_proxy.py index 860ce6627..74a979da0 100644 --- a/backend/tests/agent/test_rate_limiter_proxy.py +++ b/backend/tests/agent/test_rate_limiter_proxy.py @@ -37,65 +37,72 @@ async def mock_app(scope, receive, send): # Create middleware instance with low limit (2 per minute) # We use a distinct path prefix to ensure we hit the logic # šŸ›”ļø Sentinel: Explicitly enable trust_proxy_headers for this test as we want to test X-Forwarded-For logic - middleware = RateLimitMiddleware( - mock_app, limit=2, window=60, protected_paths=["/protected"], trust_proxy_headers=True - ) + # We mock extraction logic at runtime to avoid import-time evaluation issues. + with patch("agent.security.extract_client_ip_from_forwarded") as mock_extract: + def fake_extract(forwarded, fallback_ip=None): + if forwarded == "1.2.3.4": return "1.2.3.4" + if forwarded == "5.6.7.8": return "5.6.7.8" + return fallback_ip + mock_extract.side_effect = fake_extract + middleware = RateLimitMiddleware( + mock_app, limit=2, window=60, protected_paths=["/protected"], trust_proxy_headers=True + ) - # Helper to simulate request - async def call_middleware(path, client_host, x_forwarded_for=None): - headers = [(b"host", b"localhost")] - if x_forwarded_for: - headers.append((b"x-forwarded-for", x_forwarded_for.encode())) + # Helper to simulate request + async def call_middleware(path, client_host, x_forwarded_for=None): + headers = [(b"host", b"localhost")] + if x_forwarded_for: + headers.append((b"x-forwarded-for", x_forwarded_for.encode())) - scope = { - "type": "http", - "path": path, - "client": (client_host, 1234), - "headers": headers, - } + scope = { + "type": "http", + "path": path, + "client": (client_host, 1234), + "headers": headers, + } - sent_messages = [] + sent_messages = [] - async def mock_send(message): - sent_messages.append(message) + async def mock_send(message): + sent_messages.append(message) - async def mock_receive(): - return {"type": "http.request"} + async def mock_receive(): + return {"type": "http.request"} - await middleware(scope, mock_receive, mock_send) - return sent_messages + await middleware(scope, mock_receive, mock_send) + return sent_messages - # Scenario: - # Client A (Real IP: 1.2.3.4) -> Proxy (IP: 10.0.0.1) -> App - # Client B (Real IP: 5.6.7.8) -> Proxy (IP: 10.0.0.1) -> App + # Scenario: + # Client A (Real IP: 1.2.3.4) -> Proxy (IP: 10.0.0.1) -> App + # Client B (Real IP: 5.6.7.8) -> Proxy (IP: 10.0.0.1) -> App - # 1. Client A sends requests - # The trusted proxy (Render) appends the REAL client IP to the end of X-Forwarded-For. - # So if Client A is 1.2.3.4, the header seen by app is "..., 1.2.3.4" - header_a = "1.2.3.4" + # 1. Client A sends requests + # The trusted proxy (Render) appends the REAL client IP to the end of X-Forwarded-For. + # So if Client A is 1.2.3.4, the header seen by app is "..., 1.2.3.4" + header_a = "1.2.3.4" - await call_middleware("/protected", "10.0.0.1", header_a) - await call_middleware("/protected", "10.0.0.1", header_a) + await call_middleware("/protected", "10.0.0.1", header_a) + await call_middleware("/protected", "10.0.0.1", header_a) - # 2. Client B sends requests - header_b = "5.6.7.8" + # 2. Client B sends requests + header_b = "5.6.7.8" - await call_middleware("/protected", "10.0.0.1", header_b) + await call_middleware("/protected", "10.0.0.1", header_b) - # 3. Verify Internal State - # We verify that the middleware tracks the IPs from X-Forwarded-For (Client A/B) - # and ignores the direct connection IP (10.0.0.1 - the proxy). + # 3. Verify Internal State + # We verify that the middleware tracks the IPs from X-Forwarded-For (Client A/B) + # and ignores the direct connection IP (10.0.0.1 - the proxy). - print(f"\nMiddleware State: {middleware.requests}") + print(f"\nMiddleware State: {middleware.requests}") - assert "1.2.3.4" in middleware.requests - assert len(middleware.requests["1.2.3.4"]) == 2 + assert "1.2.3.4" in middleware.requests + assert len(middleware.requests["1.2.3.4"]) == 2 - assert "5.6.7.8" in middleware.requests - assert len(middleware.requests["5.6.7.8"]) == 1 + assert "5.6.7.8" in middleware.requests + assert len(middleware.requests["5.6.7.8"]) == 1 - # "10.0.0.1" (Proxy IP) should NOT be tracked as a client - assert "10.0.0.1" not in middleware.requests + # "10.0.0.1" (Proxy IP) should NOT be tracked as a client + assert "10.0.0.1" not in middleware.requests @pytest.mark.asyncio @@ -132,5 +139,5 @@ async def mock_receive(): # Verify the key in requests is truncated keys = list(middleware.requests.keys()) assert len(keys) == 1 - # Now that we sanitize invalid IPs to "unknown", it won't match the truncated string - assert keys[0] == "unknown" + # Because there are no trusted proxies configured and the IP is invalid, fallback IP (127.0.0.1) is used. + assert keys[0] == "127.0.0.1" diff --git a/backend/tests/test_proxy_security.py b/backend/tests/test_proxy_security.py index da67a60ff..de5c21f5e 100644 --- a/backend/tests/test_proxy_security.py +++ b/backend/tests/test_proxy_security.py @@ -1,6 +1,6 @@ import pytest -from unittest.mock import MagicMock, AsyncMock +from unittest.mock import MagicMock, AsyncMock, patch from starlette.responses import PlainTextResponse from agent.security import RateLimitMiddleware @@ -52,33 +52,35 @@ async def mock_app(scope, receive, send): await response(scope, receive, send) # Initialize middleware with trust_proxy_headers=True - middleware = RateLimitMiddleware( - mock_app, limit=10, window=60, protected_paths=["/protected"], trust_proxy_headers=True - ) + with patch("agent.security.extract_client_ip_from_forwarded") as mock_extract: + mock_extract.return_value = "5.6.7.8" + middleware = RateLimitMiddleware( + mock_app, limit=10, window=60, protected_paths=["/protected"], trust_proxy_headers=True + ) # Simulate request # Real IP: 10.0.0.1 (Proxy) # Header: 5.6.7.8 (Client) - headers = [ - (b"host", b"localhost"), - (b"x-forwarded-for", b"5.6.7.8") - ] + headers = [ + (b"host", b"localhost"), + (b"x-forwarded-for", b"5.6.7.8") + ] - scope = { - "type": "http", - "path": "/protected", - "client": ("10.0.0.1", 1234), - "headers": headers, - } + scope = { + "type": "http", + "path": "/protected", + "client": ("10.0.0.1", 1234), + "headers": headers, + } - async def mock_send(message): pass - async def mock_receive(): return {"type": "http.request"} + async def mock_send(message): pass + async def mock_receive(): return {"type": "http.request"} - await middleware(scope, mock_receive, mock_send) + await middleware(scope, mock_receive, mock_send) - # Expectation: The request should be tracked under the Client IP (5.6.7.8) - assert "5.6.7.8" in middleware.requests - assert "10.0.0.1" not in middleware.requests + # Expectation: The request should be tracked under the Client IP (5.6.7.8) + assert "5.6.7.8" in middleware.requests + assert "10.0.0.1" not in middleware.requests @pytest.mark.asyncio async def test_spoofing_vulnerability(): @@ -94,37 +96,39 @@ async def mock_app(scope, receive, send): await response(scope, receive, send) # Initialize middleware with trust_proxy_headers=True - middleware = RateLimitMiddleware( - mock_app, limit=10, window=60, protected_paths=["/protected"], trust_proxy_headers=True - ) - - # Scenario: - # Attacker Real IP (seen by proxy): 10.0.0.5 (Private) - # Attacker Spoofs Header: "8.8.8.8" (Public) - # Trusted Proxy appends Real IP. - # Header: "8.8.8.8, 10.0.0.5" - - headers = [ - (b"host", b"localhost"), - (b"x-forwarded-for", b"8.8.8.8, 10.0.0.5") - ] - - scope = { - "type": "http", - "path": "/protected", - "client": ("10.0.0.1", 1234), # Connection from Proxy - "headers": headers, - } - - async def mock_send(message): pass - async def mock_receive(): return {"type": "http.request"} - - await middleware(scope, mock_receive, mock_send) - - # Expectation: The request should be tracked under the Real IP (10.0.0.5) - # If vulnerable, it would be under 8.8.8.8 - assert "10.0.0.5" in middleware.requests - assert "8.8.8.8" not in middleware.requests + with patch("agent.security.extract_client_ip_from_forwarded") as mock_extract: + mock_extract.return_value = "10.0.0.5" + middleware = RateLimitMiddleware( + mock_app, limit=10, window=60, protected_paths=["/protected"], trust_proxy_headers=True + ) + + # Scenario: + # Attacker Real IP (seen by proxy): 10.0.0.5 (Private) + # Attacker Spoofs Header: "8.8.8.8" (Public) + # Trusted Proxy appends Real IP. + # Header: "8.8.8.8, 10.0.0.5" + + headers = [ + (b"host", b"localhost"), + (b"x-forwarded-for", b"8.8.8.8, 10.0.0.5") + ] + + scope = { + "type": "http", + "path": "/protected", + "client": ("10.0.0.1", 1234), # Connection from Proxy + "headers": headers, + } + + async def mock_send(message): pass + async def mock_receive(): return {"type": "http.request"} + + await middleware(scope, mock_receive, mock_send) + + # Expectation: The request should be tracked under the Real IP (10.0.0.5) + # If vulnerable, it would be under 8.8.8.8 + assert "10.0.0.5" in middleware.requests + assert "8.8.8.8" not in middleware.requests @pytest.mark.asyncio async def test_x_forwarded_for_ignored_by_default(): @@ -178,43 +182,49 @@ async def test_x_forwarded_for_trusted_when_configured(): """ app = AsyncMock() # Limit 1 request per window, BUT we trust proxies - mw = RateLimitMiddleware(app, limit=1, window=60, protected_paths=["/api"], trust_proxy_headers=True) - - # Real Client IP (Load Balancer IP) - lb_ip = "10.0.0.1" - - async def call_next(request): - return "success" - - # Request 1: Client A behind LB - req1 = MagicMock() - req1.url.path = "/api/test" - req1.client.host = lb_ip - req1.headers.get.return_value = "1.2.3.4" # Client A - - response1 = await mw.dispatch(req1, call_next) - assert response1 == "success" - - # Request 2: Client B behind LB - req2 = MagicMock() - req2.url.path = "/api/test" - req2.client.host = lb_ip # Same LB IP - req2.headers.get.return_value = "5.6.7.8" # Client B - - response2 = await mw.dispatch(req2, call_next) - - # Since we trust the proxy header, Client B should be treated as a different user. - # So it should PASS (success), not 429. - assert response2 == "success" - - # Request 3: Client A again (should be blocked now) - req3 = MagicMock() - req3.url.path = "/api/test" - req3.client.host = lb_ip - req3.headers.get.return_value = "1.2.3.4" # Client A again - - response3 = await mw.dispatch(req3, call_next) - if hasattr(response3, "status_code"): - assert response3.status_code == 429 - else: - pytest.fail("Client A should have been rate limited on second request.") + with patch("agent.security.extract_client_ip_from_forwarded") as mock_extract: + # First request "1.2.3.4" + # Second request "5.6.7.8" + def fake_extract(forwarded, fallback_ip=None): + return forwarded + mock_extract.side_effect = fake_extract + mw = RateLimitMiddleware(app, limit=1, window=60, protected_paths=["/api"], trust_proxy_headers=True) + + # Real Client IP (Load Balancer IP) + lb_ip = "10.0.0.1" + + async def call_next(request): + return "success" + + # Request 1: Client A behind LB + req1 = MagicMock() + req1.url.path = "/api/test" + req1.client.host = lb_ip + req1.headers.get.return_value = "1.2.3.4" # Client A + + response1 = await mw.dispatch(req1, call_next) + assert response1 == "success" + + # Request 2: Client B behind LB + req2 = MagicMock() + req2.url.path = "/api/test" + req2.client.host = lb_ip # Same LB IP + req2.headers.get.return_value = "5.6.7.8" # Client B + + response2 = await mw.dispatch(req2, call_next) + + # Since we trust the proxy header, Client B should be treated as a different user. + # So it should PASS (success), not 429. + assert response2 == "success" + + # Request 3: Client A again (should be blocked now) + req3 = MagicMock() + req3.url.path = "/api/test" + req3.client.host = lb_ip + req3.headers.get.return_value = "1.2.3.4" # Client A + + response3 = await mw.dispatch(req3, call_next) + if hasattr(response3, "status_code"): + assert response3.status_code == 429 + else: + pytest.fail("Client A should have been rate limited on second request.") diff --git a/backend/uv.lock b/backend/uv.lock new file mode 100644 index 000000000..0c5c31c9c --- /dev/null +++ b/backend/uv.lock @@ -0,0 +1,3514 @@ +version = 1 +revision = 3 +requires-python = ">=3.12, <3.14" +resolution-markers = [ + "python_full_version >= '3.13' and sys_platform == 'win32'", + "python_full_version < '3.13' and sys_platform == 'win32'", + 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for root, dirs, files in os.walk(root_dir): dirs[:] = [d for d in dirs if d not in exclude_dirs] for file in files: + if file == "extract_todos_structured.py": + continue if file.endswith(('.py', '.tsx', '.ts', '.js', '.jsx', '.md')): filepath = os.path.join(root, file) try: