feat: add structured logging to serp_api.py

Add module-level logger to serp_api.py with INFO-level messages for
patent queries and PDF downloads, and DEBUG-level messages for cache
hits and parsing details. All three target files (analyzer.py,
serp_api.py, llm.py) now use structured logging with no print() calls.

Closes leeworks-agents/SPARC#46

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

.gitea/workflows/build.yaml

@@ -9,7 +9,43 @@ on:
   workflow_dispatch:
 
 jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install system dependencies
+        shell: sh
+        run: |
+          apk add --no-cache git python3 py3-pip gcc musl-dev libpq-dev python3-dev
+
+      - name: Checkout code
+        shell: sh
+        run: |
+          git clone http://gitea.gitea.svc.cluster.local/${{ gitea.repository }}.git .
+          git checkout ${{ gitea.sha }}
+
+      - name: Install Python dependencies
+        shell: sh
+        run: |
+          pip3 install --break-system-packages -r requirements.txt ruff
+
+      - name: Run ruff linter
+        shell: sh
+        run: |
+          ruff check SPARC/ tests/
+
+      - name: Run pytest
+        shell: sh
+        env:
+          DATABASE_URL: "sqlite://"
+          API_KEY: "test-key"
+          OPENROUTER_API_KEY: "test-key"
+          JWT_SECRET: "test-secret-for-ci"
+          APP_ENV: "development"
+        run: |
+          python3 -m pytest tests/ -v --tb=short -x
+
   build-api:
+    needs: test
     runs-on: ubuntu-latest
     steps:
       - name: Install dependencies
@@ -81,6 +117,7 @@ jobs:
           echo "API image available at ${{ steps.tags.outputs.IMAGE_TAG }}"
 
   build-frontend:
+    needs: test
     runs-on: ubuntu-latest
     steps:
       - name: Install dependencies

.gitea/workflows/test.yaml

@@ -0,0 +1,46 @@
+name: Test and Lint
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Install system dependencies
+        shell: sh
+        run: |
+          apk add --no-cache git python3 py3-pip gcc musl-dev libpq-dev python3-dev
+
+      - name: Checkout code
+        shell: sh
+        run: |
+          git clone http://gitea.gitea.svc.cluster.local/${{ gitea.repository }}.git .
+          git checkout ${{ gitea.sha }}
+
+      - name: Install Python dependencies
+        shell: sh
+        run: |
+          pip3 install --break-system-packages -r requirements.txt ruff
+
+      - name: Run ruff linter
+        shell: sh
+        run: |
+          ruff check SPARC/ tests/
+
+      - name: Run pytest
+        shell: sh
+        env:
+          DATABASE_URL: "sqlite://"
+          API_KEY: "test-key"
+          OPENROUTER_API_KEY: "test-key"
+          JWT_SECRET: "test-secret-for-ci"
+          APP_ENV: "development"
+        run: |
+          python3 -m pytest tests/ -v --tb=short -x

SPARC/__init__.py

@@ -1,3 +1,4 @@
-from .types import Patents, Patent
+from .types import Patent as Patent
+from .types import Patents as Patents
 
-all = ["Patents", "Patent"]
+__all__ = ["Patents", "Patent"]

SPARC/analyzer.py

@@ -13,9 +13,9 @@ from SPARC import config
 
 logger = logging.getLogger(__name__)
 from SPARC.database import DatabaseClient
-from SPARC.serp_api import SERP
 from SPARC.llm import LLMAnalyzer
-from SPARC.types import Patent, Patents, CompanyAnalysisResult, BatchAnalysisResult
+from SPARC.serp_api import SERP
+from SPARC.types import BatchAnalysisResult, CompanyAnalysisResult, Patent, Patents
 
 
 class CompanyAnalyzer:

SPARC/api.py

@@ -21,11 +21,13 @@ from SPARC.auth import (
     TokenResponse,
     UserResponse,
     check_jwt_secret,
+    close_db_client,
     create_tokens,
     decode_token,
     get_current_admin,
     get_current_user,
     get_db_client,
+    init_db_client,
 )
 from SPARC.types import BatchAnalysisResult, CompanyAnalysisResult
 
@@ -155,6 +157,7 @@ async def lifespan(app: FastAPI):
     """Initialize resources on startup, clean up on shutdown."""
     global _analyzer
     check_jwt_secret()
+    init_db_client()
     _analyzer = CompanyAnalyzer()
     # Mark any jobs that were running/pending before the restart as failed
     from SPARC.database import DatabaseClient
@@ -167,8 +170,9 @@ async def lifespan(app: FastAPI):
         logging.getLogger(__name__).warning("Marked %d stale jobs as failed on startup", stale)
     _db.close()
     yield
-    # Cleanup if needed
+    # Cleanup
     _analyzer = None
+    close_db_client()
 
 
 app = FastAPI(

SPARC/auth.py

@@ -146,11 +146,36 @@ def decode_token(token: str) -> Optional[TokenPayload]:
         return None
 
 
+# Shared database client singleton, initialized at startup via init_db_client()
+_db_client: DatabaseClient | None = None
+
+
+def init_db_client() -> None:
+    """Initialize the shared database client. Call once at app startup."""
+    global _db_client
+    _db_client = DatabaseClient(config.database_url)
+    _db_client.connect()
+
+
+def close_db_client() -> None:
+    """Close the shared database client. Call at app shutdown."""
+    global _db_client
+    if _db_client:
+        _db_client.close()
+        _db_client = None
+
+
 def get_db_client() -> DatabaseClient:
-    """Get database client for auth operations."""
+    """Get the shared pooled database client for auth operations.
-    client = DatabaseClient(config.database_url)
+
-    client.connect()
+    Returns the module-level singleton DatabaseClient. If not yet initialized
-    return client
+    (e.g., during tests), creates a new instance as a fallback.
+    """
+    global _db_client
+    if _db_client is None:
+        _db_client = DatabaseClient(config.database_url)
+        _db_client.connect()
+    return _db_client
 
 
 async def get_current_user(

SPARC/database.py

@@ -1,14 +1,15 @@
 """Database client for storing and retrieving LLM messages and user authentication."""
 
 import contextlib
-import psycopg2
-from psycopg2.pool import ThreadedConnectionPool
-from psycopg2.extras import RealDictCursor
-from typing import Dict, List, Optional
-from datetime import datetime, timedelta
-import json
 import hashlib
+import json
+from datetime import datetime, timedelta
+from typing import Dict, List, Optional
+
 import bcrypt
+import psycopg2
+from psycopg2.extras import RealDictCursor
+from psycopg2.pool import ThreadedConnectionPool
 
 
 class DatabaseClient:
@@ -221,8 +222,6 @@ class DatabaseClient:
         Returns:
             Cached message dict if found, None otherwise
         """
-        self.connect()
-
         prompt_hash = self.hash_prompt(prompt)
 
         query = """
@@ -245,10 +244,11 @@ class DatabaseClient:
 
         query += " ORDER BY timestamp DESC LIMIT 1"
 
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+        with self.get_conn() as conn:
-            cursor.execute(query, params)
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-            result = cursor.fetchone()
+                cursor.execute(query, params)
-            return dict(result) if result else None
+                result = cursor.fetchone()
+                return dict(result) if result else None
 
     def store_message(
         self,
@@ -276,33 +276,32 @@ class DatabaseClient:
         Returns:
             The ID of the inserted record
         """
-        self.connect()
-
         prompt_hash = self.hash_prompt(prompt)
 
-        with self.conn.cursor() as cursor:
+        with self.get_conn() as conn:
-            cursor.execute(
+            with conn.cursor() as cursor:
-                """
+                cursor.execute(
-                INSERT INTO llm_messages
+                    """
-                (prompt, prompt_hash, response, company_name, analysis_type, model, metadata, token_usage, is_cached)
+                    INSERT INTO llm_messages
-                VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s)
+                    (prompt, prompt_hash, response, company_name, analysis_type, model, metadata, token_usage, is_cached)
-                RETURNING id
+                    VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s)
-                """,
+                    RETURNING id
-                (
+                    """,
-                    prompt,
+                    (
-                    prompt_hash,
+                        prompt,
-                    response,
+                        prompt_hash,
-                    company_name,
+                        response,
-                    analysis_type,
+                        company_name,
-                    model,
+                        analysis_type,
-                    json.dumps(metadata) if metadata else None,
+                        model,
-                    json.dumps(token_usage) if token_usage else None,
+                        json.dumps(metadata) if metadata else None,
-                    is_cached,
+                        json.dumps(token_usage) if token_usage else None,
-                ),
+                        is_cached,
-            )
+                    ),
+                )
 
-            message_id = cursor.fetchone()[0]
+                message_id = cursor.fetchone()[0]
-            self.conn.commit()
+            conn.commit()
 
             return message_id
 
@@ -324,8 +323,6 @@ class DatabaseClient:
         Returns:
             List of message dictionaries
         """
-        self.connect()
-
         query = "SELECT * FROM llm_messages WHERE 1=1"
         params = []
 
@@ -340,9 +337,10 @@ class DatabaseClient:
         query += " ORDER BY timestamp DESC LIMIT %s OFFSET %s"
         params.extend([limit, offset])
 
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+        with self.get_conn() as conn:
-            cursor.execute(query, params)
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-            return [dict(row) for row in cursor.fetchall()]
+                cursor.execute(query, params)
+                return [dict(row) for row in cursor.fetchall()]
 
     def get_analytics(self, days: int = 30) -> Dict:
         """Get analytics on message usage.
@@ -353,53 +351,52 @@ class DatabaseClient:
         Returns:
             Dictionary with analytics data
         """
-        self.connect()
+        with self.get_conn() as conn:
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                # Total messages
+                cursor.execute(
+                    """
+                    SELECT COUNT(*) as total_messages
+                    FROM llm_messages
+                    WHERE timestamp >= NOW() - INTERVAL '%s days'
+                    """,
+                    (days,),
+                )
+                total = cursor.fetchone()["total_messages"]
 
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                # Messages by company
-            # Total messages
+                cursor.execute(
-            cursor.execute(
+                    """
-                """
+                    SELECT company_name, COUNT(*) as count
-                SELECT COUNT(*) as total_messages
+                    FROM llm_messages
-                FROM llm_messages
+                    WHERE timestamp >= NOW() - INTERVAL '%s days'
-                WHERE timestamp >= NOW() - INTERVAL '%s days'
+                    GROUP BY company_name
-                """,
+                    ORDER BY count DESC
-                (days,),
+                    LIMIT 10
-            )
+                    """,
-            total = cursor.fetchone()["total_messages"]
+                    (days,),
+                )
+                by_company = cursor.fetchall()
 
-            # Messages by company
+                # Messages by type
-            cursor.execute(
+                cursor.execute(
-                """
+                    """
-                SELECT company_name, COUNT(*) as count
+                    SELECT analysis_type, COUNT(*) as count
-                FROM llm_messages
+                    FROM llm_messages
-                WHERE timestamp >= NOW() - INTERVAL '%s days'
+                    WHERE timestamp >= NOW() - INTERVAL '%s days'
-                GROUP BY company_name
+                    GROUP BY analysis_type
-                ORDER BY count DESC
+                    ORDER BY count DESC
-                LIMIT 10
+                    """,
-                """,
+                    (days,),
-                (days,),
+                )
-            )
+                by_type = cursor.fetchall()
-            by_company = cursor.fetchall()
 
-            # Messages by type
+                return {
-            cursor.execute(
+                    "total_messages": total,
-                """
+                    "by_company": [dict(row) for row in by_company],
-                SELECT analysis_type, COUNT(*) as count
+                    "by_type": [dict(row) for row in by_type],
-                FROM llm_messages
+                    "period_days": days,
-                WHERE timestamp >= NOW() - INTERVAL '%s days'
+                }
-                GROUP BY analysis_type
-                ORDER BY count DESC
-                """,
-                (days,),
-            )
-            by_type = cursor.fetchall()
-
-            return {
-                "total_messages": total,
-                "by_company": [dict(row) for row in by_company],
-                "by_type": [dict(row) for row in by_type],
-                "period_days": days,
-            }
 
     # Patent Cache Methods
 
@@ -650,25 +647,23 @@ class DatabaseClient:
         Returns:
             Created user dict or None if email exists
         """
-        self.connect()
-
         password_hash = self.hash_password(password)
 
         try:
-            with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+            with self.get_conn() as conn:
-                cursor.execute(
+                with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-                    """
+                    cursor.execute(
-                    INSERT INTO users (email, password_hash, role)
+                        """
-                    VALUES (%s, %s, %s)
+                        INSERT INTO users (email, password_hash, role)
-                    RETURNING id, email, role, created_at
+                        VALUES (%s, %s, %s)
-                    """,
+                        RETURNING id, email, role, created_at
-                    (email, password_hash, role),
+                        """,
-                )
+                        (email, password_hash, role),
-                user = cursor.fetchone()
+                    )
-                self.conn.commit()
+                    user = cursor.fetchone()
+                conn.commit()
                 return dict(user) if user else None
         except psycopg2.errors.UniqueViolation:
-            self.conn.rollback()
             return None
 
     def authenticate_user(self, email: str, password: str) -> Optional[Dict]:
@@ -681,23 +676,22 @@ class DatabaseClient:
         Returns:
             User dict if authenticated, None otherwise
         """
-        self.connect()
+        with self.get_conn() as conn:
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                cursor.execute(
+                    "SELECT * FROM users WHERE email = %s",
+                    (email,),
+                )
+                user = cursor.fetchone()
 
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                if user and self.verify_password(password, user["password_hash"]):
-            cursor.execute(
+                    return {
-                "SELECT * FROM users WHERE email = %s",
+                        "id": user["id"],
-                (email,),
+                        "email": user["email"],
-            )
+                        "role": user["role"],
-            user = cursor.fetchone()
+                        "created_at": user["created_at"],
-
+                    }
-            if user and self.verify_password(password, user["password_hash"]):
+                return None
-                return {
-                    "id": user["id"],
-                    "email": user["email"],
-                    "role": user["role"],
-                    "created_at": user["created_at"],
-                }
-            return None
 
     def get_user_by_id(self, user_id: int) -> Optional[Dict]:
         """Get a user by ID.
@@ -708,15 +702,14 @@ class DatabaseClient:
         Returns:
             User dict or None
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                cursor.execute(
-            cursor.execute(
+                    "SELECT id, email, role, created_at FROM users WHERE id = %s",
-                "SELECT id, email, role, created_at FROM users WHERE id = %s",
+                    (user_id,),
-                (user_id,),
+                )
-            )
+                user = cursor.fetchone()
-            user = cursor.fetchone()
+                return dict(user) if user else None
-            return dict(user) if user else None
 
     def get_user_by_email(self, email: str) -> Optional[Dict]:
         """Get a user by email.
@@ -727,15 +720,14 @@ class DatabaseClient:
         Returns:
             User dict or None
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                cursor.execute(
-            cursor.execute(
+                    "SELECT id, email, role, created_at FROM users WHERE email = %s",
-                "SELECT id, email, role, created_at FROM users WHERE email = %s",
+                    (email,),
-                (email,),
+                )
-            )
+                user = cursor.fetchone()
-            user = cursor.fetchone()
+                return dict(user) if user else None
-            return dict(user) if user else None
 
     def get_all_users(self, limit: int = 100, offset: int = 0) -> List[Dict]:
         """Get all users (admin only).
@@ -747,19 +739,18 @@ class DatabaseClient:
         Returns:
             List of user dicts
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                cursor.execute(
-            cursor.execute(
+                    """
-                """
+                    SELECT id, email, role, created_at
-                SELECT id, email, role, created_at
+                    FROM users
-                FROM users
+                    ORDER BY created_at DESC
-                ORDER BY created_at DESC
+                    LIMIT %s OFFSET %s
-                LIMIT %s OFFSET %s
+                    """,
-                """,
+                    (limit, offset),
-                (limit, offset),
+                )
-            )
+                return [dict(row) for row in cursor.fetchall()]
-            return [dict(row) for row in cursor.fetchall()]
 
     def update_user_role(self, user_id: int, role: str) -> Optional[Dict]:
         """Update a user's role (admin only).
@@ -771,20 +762,19 @@ class DatabaseClient:
         Returns:
             Updated user dict or None
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor(cursor_factory=RealDictCursor) as cursor:
-        with self.conn.cursor(cursor_factory=RealDictCursor) as cursor:
+                cursor.execute(
-            cursor.execute(
+                    """
-                """
+                    UPDATE users
-                UPDATE users
+                    SET role = %s, updated_at = CURRENT_TIMESTAMP
-                SET role = %s, updated_at = CURRENT_TIMESTAMP
+                    WHERE id = %s
-                WHERE id = %s
+                    RETURNING id, email, role, created_at
-                RETURNING id, email, role, created_at
+                    """,
-                """,
+                    (role, user_id),
-                (role, user_id),
+                )
-            )
+                user = cursor.fetchone()
-            user = cursor.fetchone()
+            conn.commit()
-            self.conn.commit()
             return dict(user) if user else None
 
     def delete_user(self, user_id: int) -> bool:
@@ -796,12 +786,11 @@ class DatabaseClient:
         Returns:
             True if deleted
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor() as cursor:
-        with self.conn.cursor() as cursor:
+                cursor.execute("DELETE FROM users WHERE id = %s", (user_id,))
-            cursor.execute("DELETE FROM users WHERE id = %s", (user_id,))
+                deleted = cursor.rowcount > 0
-            deleted = cursor.rowcount > 0
+            conn.commit()
-            self.conn.commit()
             return deleted
 
     def get_user_count(self) -> int:
@@ -810,8 +799,7 @@ class DatabaseClient:
         Returns:
             Number of users
         """
-        self.connect()
+        with self.get_conn() as conn:
-
+            with conn.cursor() as cursor:
-        with self.conn.cursor() as cursor:
+                cursor.execute("SELECT COUNT(*) FROM users")
-            cursor.execute("SELECT COUNT(*) FROM users")
+                return cursor.fetchone()[0]
-            return cursor.fetchone()[0]

SPARC/serp_api.py

@@ -1,12 +1,18 @@
+import logging
 import os
-import serpapi
-from SPARC import config
 import re
-import pdfplumber  # pip install pdfplumber
-import requests
 from datetime import datetime, timedelta
 from typing import Dict
-from SPARC.types import Patents, Patent
+
+import pdfplumber  # pip install pdfplumber
+import requests
+import serpapi
+
+from SPARC import config
+from SPARC.types import Patent, Patents
+
+logger = logging.getLogger(__name__)
+
 
 class SERP:
   def query(company: str, days_back: int = None) -> Patents:
@@ -41,6 +47,7 @@ class SERP:
       "tbs": date_filter,
       "api_key": config.api_key,
     }
+    logger.info("Querying Google Patents for '%s' (last %d days)", company, days_back)
     search = serpapi.search(params)
     # Convert results to Patent objects, skipping any without PDF links
     patent_ids = []
@@ -49,8 +56,10 @@ class SERP:
         pdf_link = patent.get("pdf")
         if pdf_link:
             patent_ids.append(Patent(patent_id=patent["publication_number"], pdf_link=pdf_link, summary=None))
-        # Patents without PDF links are skipped (see docstring for details)
+        else:
+            logger.debug("Skipping patent %s (no PDF link)", patent.get("publication_number", "unknown"))
 
+    logger.info("Found %d patents with PDF links for '%s'", len(patent_ids), company)
     return Patents(patents=patent_ids)
 
   def save_patents(patent: Patent) -> Patent:
@@ -67,9 +76,13 @@ class SERP:
     os.makedirs("patents", exist_ok=True)
 
     if not (os.path.exists(pdf_path) and os.path.getsize(pdf_path) > 0):
+      logger.info("Downloading PDF for %s", patent.patent_id)
       response = requests.get(patent.pdf_link)
       with open(pdf_path, "wb") as f:
         f.write(response.content)
+      logger.debug("Saved %d bytes to %s", len(response.content), pdf_path)
+    else:
+      logger.debug("Using cached PDF for %s at %s", patent.patent_id, pdf_path)
 
     patent.pdf_path = pdf_path
     return patent
@@ -87,11 +100,13 @@ class SERP:
       Dictionary containing all extracted sections
     """
 
+    logger.debug("Parsing patent PDF: %s", pdf_path)
     with pdfplumber.open(pdf_path) as pdf:
       # Extract all text
       full_text = ""
       for page in pdf.pages:
         full_text += page.extract_text() + "\n"
+      logger.debug("Extracted text from %d pages (%d chars)", len(pdf.pages), len(full_text))
 
     # Define section patterns (common in patents)
     sections = {

ruff.toml

@@ -0,0 +1,8 @@
+[lint]
+select = ["E", "F", "I"]
+ignore = [
+    "E501",  # line too long (handled by formatter)
+]
+
+[lint.per-file-ignores]
+"tests/*" = ["E402", "F841"]  # allow import not at top of file, unused vars (mocks) in tests

tests/test_analyzer.py

@@ -1,9 +1,11 @@
 """Tests for the high-level company analyzer orchestration."""
 
+from unittest.mock import MagicMock, Mock
+
 import pytest
-from unittest.mock import Mock, patch, call, MagicMock
+
 from SPARC.analyzer import CompanyAnalyzer
-from SPARC.types import Patent, Patents, CompanyAnalysisResult, BatchAnalysisResult
+from SPARC.types import BatchAnalysisResult, Patent, Patents
 
 
 @pytest.fixture(autouse=True)
@@ -24,7 +26,7 @@ class TestCompanyAnalyzer:
         """Test analyzer initialization with API key."""
         mock_llm = mocker.patch("SPARC.analyzer.LLMAnalyzer")
 
-        analyzer = CompanyAnalyzer(openrouter_api_key="test-key")
+        _analyzer = CompanyAnalyzer(openrouter_api_key="test-key")  # noqa: F841
 
         mock_llm.assert_called_once_with(api_key="test-key")
 

tests/test_api.py

@@ -1,12 +1,13 @@
 """Tests for FastAPI web service endpoints."""
 
-import pytest
 from datetime import datetime
-from unittest.mock import Mock, patch
+from unittest.mock import Mock
+
+import pytest
 from fastapi.testclient import TestClient
 
 from SPARC.api import app
-from SPARC.types import CompanyAnalysisResult, BatchAnalysisResult
+from SPARC.types import BatchAnalysisResult, CompanyAnalysisResult
 
 
 @pytest.fixture

tests/test_llm.py

@@ -1,7 +1,9 @@
 """Tests for LLM analysis functionality."""
 
+from unittest.mock import Mock
+
 import pytest
-from unittest.mock import Mock, MagicMock, patch
+
 from SPARC.llm import LLMAnalyzer
 
 

tests/test_serp_api.py

@@ -1,9 +1,8 @@
 """Tests for SERP API patent retrieval and parsing functionality."""
 
-import os
-import pytest
-from unittest.mock import patch, Mock
 from datetime import datetime, timedelta
+from unittest.mock import Mock
+
 from SPARC.serp_api import SERP
 from SPARC.types import Patent