Simon/basic_url_scan_integreted

* Add URLScan.io API client and example usage for URL analysis

* Add URLScan.io API client and example usage for URL analysis

.env.example

@@ -0,0 +1,7 @@
+# URLScan.io API Configuration
+# Get your API key from: https://urlscan.io/user/signup
+URLSCAN_API_KEY=your_api_key_here
+
+# Hopsworks Configuration
+HOPSWORKS_API_KEY=your_hopsworks_api_key
+HOPSWORKS_PROJECT=your_project_name

docs/urlscan_api.md

@@ -0,0 +1,169 @@
+# URLScan.io API Integration
+
+This module provides a Python client for interacting with the URLScan.io API to analyze URLs for phishing detection.
+
+## Setup
+
+1. **Get an API key:**
+   - Sign up at https://urlscan.io/user/signup
+   - Get your API key from your account settings
+
+2. **Set environment variable:**
+   ```bash
+   export URLSCAN_API_KEY="your_api_key_here"
+   ```
+
+   Or create a `.env` file:
+   ```bash
+   cp .env.example .env
+   # Edit .env and add your API key
+   ```
+
+## Basic Usage
+
+### Initialize Client
+
+```python
+from phising_detection.api import URLScanClient
+
+# Using environment variable
+client = URLScanClient()
+
+# Or pass API key directly
+client = URLScanClient(api_key="your_api_key")
+```
+
+### Submit a URL for Scanning
+
+```python
+# Submit URL
+result = client.submit_url(
+    url="https://suspicious-site.com",
+    visibility="public",  # or "unlisted" or "private"
+    tags=["phishing", "test"]
+)
+
+uuid = result["uuid"]
+print(f"Scan UUID: {uuid}")
+```
+
+### Retrieve Results
+
+```python
+# Get results by UUID
+scan_result = client.get_result(uuid)
+
+# Access scan data
+page_title = scan_result["page"]["title"]
+screenshot = scan_result["task"]["screenshotURL"]
+```
+
+### Submit and Wait for Results
+
+```python
+# Submit and automatically wait for completion
+result = client.submit_and_wait(
+    url="https://example.com",
+    max_wait=60,  # seconds
+    poll_interval=5  # seconds between checks
+)
+```
+
+### Get Verdict
+
+```python
+# Get simple verdict (malicious/safe)
+verdict = client.get_verdict(uuid)
+print(f"Verdict: {verdict}")  # "malicious" or "safe"
+```
+
+### Search Existing Scans
+
+```python
+# Search for scans by domain
+results = client.search(
+    query="domain:example.com",
+    size=10
+)
+
+for scan in results["results"]:
+    print(scan["task"]["url"])
+```
+
+## API Response Examples
+
+### Submission Response
+
+```json
+{
+  "uuid": "abc123...",
+  "result": "https://urlscan.io/result/abc123.../",
+  "api": "https://urlscan.io/api/v1/result/abc123.../"
+}
+```
+
+### Result Response
+
+```json
+{
+  "page": {
+    "url": "https://example.com",
+    "title": "Example Domain",
+    "status": "200"
+  },
+  "verdicts": {
+    "overall": {
+      "score": 0,
+      "malicious": false
+    }
+  },
+  "task": {
+    "uuid": "abc123...",
+    "time": "2024-01-01T12:00:00.000Z",
+    "screenshotURL": "https://..."
+  }
+}
+```
+
+## Error Handling
+
+```python
+from phising_detection.api import URLScanClient, URLScanError
+
+try:
+    client = URLScanClient()
+    result = client.submit_url("https://example.com")
+except URLScanError as e:
+    print(f"Error: {e}")
+```
+
+## Rate Limits
+
+- Free tier: 50 submissions per day
+- Paid tier: Higher limits available
+- The client handles rate limit errors automatically
+
+## Integration with Phishing Detection
+
+```python
+from phising_detection.api import URLScanClient
+from phising_detection.data import load_phishing_urls
+
+# Load your phishing URLs
+df = load_phishing_urls()
+
+# Analyze URLs
+client = URLScanClient()
+
+for idx, row in df.head(10).iterrows():  # Sample first 10
+    try:
+        result = client.submit_and_wait(row['url'])
+        verdict = client.get_verdict(result['task']['uuid'])
+        print(f"{row['url']}: {verdict}")
+    except URLScanError as e:
+        print(f"Error scanning {row['url']}: {e}")
+```
+
+## API Documentation
+
+Full API documentation: https://urlscan.io/docs/api/

examples/urlscan_example.py

@@ -0,0 +1,72 @@
+"""Example usage of URLScan.io API client."""
+
+import sys
+from pathlib import Path
+
+# Add src directory to Python path
+project_root = Path(__file__).parent.parent
+sys.path.insert(0, str(project_root / "src"))
+
+from phising_detection.api import URLScanClient, URLScanError
+
+
+def main():
+    """Demonstrate URLScan.io API usage."""
+
+    try:
+        # Initialize client (reads API key from URLSCAN_API_KEY env var)
+        client = URLScanClient()
+
+        # Example URL to scan
+        test_url = "http://000ogxd.wcomhost.com/logssss/customer_center/customer-idpp00c196/myaccount/signin"
+
+        print(f"Submitting URL for scanning: {test_url}")
+
+        # Option 1: Submit and get UUID for later retrieval
+        """submission = client.submit_url(
+            url=test_url,
+            visibility="public",
+            tags=["example", "test"]
+        )
+
+        uuid = submission["uuid"]
+        result_url = submission["result"]
+
+        print(f"\n✓ Scan submitted successfully!")
+        print(f"  UUID: {uuid}")
+        print(f"  Results URL: {result_url}")
+        print(f"\nYou can retrieve results later using:")
+        print(f"  client.get_result('{uuid}')")"""
+
+        # Option 2: Submit and wait for results (uncomment to use)
+        print("\n\nAlternatively, submit and wait for results:")
+        result = client.submit_and_wait(
+            url=test_url,
+            visibility="public",
+            max_wait=60,
+            poll_interval=5
+        )
+        print(f"Scan completed! Page title: {result.get('page', {}).get('title')}")
+
+        # Option 3: Search for existing scans
+        print("\n\nSearching for existing scans of this domain:")
+        search_results = client.search(query="domain:example.com", size=5)
+
+        total = search_results.get("total", 0)
+        print(f"Found {total} existing scans")
+
+        if search_results.get("results"):
+            print("\nRecent scans:")
+            for i, scan in enumerate(search_results["results"][:3], 1):
+                task = scan.get("task", {})
+                print(f"  {i}. {task.get('url')} - {task.get('time')}")
+
+    except URLScanError as e:
+        print(f"Error: {e}")
+        print("\nMake sure you have set URLSCAN_API_KEY environment variable.")
+        print("Get your API key from: https://urlscan.io/user/signup")
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

pyproject.toml

@@ -6,11 +6,15 @@ requires-python = ">=3.12"
 dependencies = [
     "pandas>=2.3.3",
     "pandas-stubs==2.3.3.251219",
+    "python-dotenv>=1.0.0",
+    "requests>=2.32.5",
 ]
 
 [dependency-groups]
 dev = [
     "pytest>=9.0.2",
     "pytest-cov>=7.0.0",
+    "pytest-mock>=3.15.1",
+    "responses>=0.25.8",
 ]
 

src/phising_detection/api/__init__.py

@@ -0,0 +1,5 @@
+"""External API integrations."""
+
+from .urlscan import URLScanClient, URLScanError
+
+__all__ = ["URLScanClient", "URLScanError"]

src/phising_detection/api/urlscan.py

@@ -0,0 +1,232 @@
+"""URLScan.io API client for URL analysis."""
+
+import os
+import time
+from typing import Dict, Any, Optional
+
+from dotenv import load_dotenv
+import requests
+
+# Load environment variables from .env file
+load_dotenv()
+
+
+class URLScanError(Exception):
+    """Custom exception for URLScan API errors."""
+    pass
+
+
+class URLScanClient:
+    """Client for interacting with URLScan.io API."""
+
+    BASE_URL = "https://urlscan.io/api/v1"
+
+    def __init__(self, api_key: Optional[str] = None):
+        """
+        Initialize URLScan client.
+
+        Args:
+            api_key: URLScan.io API key. If not provided, will try to get from
+                    URLSCAN_API_KEY environment variable.
+
+        Raises:
+            URLScanError: If no API key is provided or found in environment.
+        """
+        self.api_key = api_key or os.getenv("URLSCAN_API_KEY")
+        if not self.api_key:
+            raise URLScanError(
+                "No API key provided. Set URLSCAN_API_KEY environment variable "
+                "or pass api_key parameter."
+            )
+
+        self.session = requests.Session()
+        self.session.headers.update({
+            "API-Key": self.api_key,
+            "Content-Type": "application/json"
+        })
+
+    def submit_url(
+        self,
+        url: str,
+        visibility: str = "public",
+        tags: Optional[list] = None
+    ) -> Dict[str, Any]:
+        """
+        Submit a URL for scanning.
+
+        Args:
+            url: The URL to scan
+            visibility: Visibility of the scan ('public', 'unlisted', or 'private')
+            tags: Optional list of tags for categorization
+
+        Returns:
+            Dictionary containing scan submission response with 'uuid' and 'api' fields
+
+        Raises:
+            URLScanError: If submission fails
+        """
+        endpoint = f"{self.BASE_URL}/scan/"
+
+        payload = {
+            "url": url,
+            "visibility": visibility
+        }
+
+        if tags:
+            payload["tags"] = tags
+
+        try:
+            response = self.session.post(endpoint, json=payload)
+            response.raise_for_status()
+            return response.json()
+
+        except requests.exceptions.HTTPError as e:
+            if response.status_code == 429:
+                raise URLScanError("Rate limit exceeded. Please wait before retrying.")
+            elif response.status_code == 400:
+                raise URLScanError(f"Bad request: {response.text}")
+            else:
+                raise URLScanError(f"HTTP error occurred: {e}")
+        except requests.exceptions.RequestException as e:
+            raise URLScanError(f"Request failed: {e}")
+
+    def get_result(self, uuid: str) -> Dict[str, Any]:
+        """
+        Get scan results by UUID.
+
+        Args:
+            uuid: The scan UUID returned from submit_url
+
+        Returns:
+            Dictionary containing scan results
+
+        Raises:
+            URLScanError: If retrieval fails
+        """
+        endpoint = f"{self.BASE_URL}/result/{uuid}/"
+
+        try:
+            response = self.session.get(endpoint)
+            response.raise_for_status()
+            return response.json()
+
+        except requests.exceptions.HTTPError as e:
+            if response.status_code == 404:
+                raise URLScanError(
+                    f"Scan not found or not ready yet. UUID: {uuid}"
+                )
+            else:
+                raise URLScanError(f"HTTP error occurred: {e}")
+        except requests.exceptions.RequestException as e:
+            raise URLScanError(f"Request failed: {e}")
+
+    def submit_and_wait(
+        self,
+        url: str,
+        visibility: str = "public",
+        tags: Optional[list] = None,
+        max_wait: int = 60,
+        poll_interval: int = 5
+    ) -> Dict[str, Any]:
+        """
+        Submit a URL and wait for results.
+
+        Args:
+            url: The URL to scan
+            visibility: Visibility of the scan
+            tags: Optional list of tags
+            max_wait: Maximum time to wait for results (seconds)
+            poll_interval: Time between polling attempts (seconds)
+
+        Returns:
+            Dictionary containing scan results
+
+        Raises:
+            URLScanError: If submission or retrieval fails, or timeout occurs
+        """
+        # Submit URL
+        submission = self.submit_url(url, visibility, tags)
+        uuid = submission.get("uuid")
+
+        if not uuid:
+            raise URLScanError("No UUID returned from submission")
+
+        # Wait for results
+        elapsed = 0
+        while elapsed < max_wait:
+            try:
+                time.sleep(poll_interval)
+                elapsed += poll_interval
+
+                result = self.get_result(uuid)
+                return result
+
+            except URLScanError as e:
+                if "not found or not ready" in str(e):
+                    # Scan not ready yet, continue waiting
+                    continue
+                else:
+                    # Other error, raise it
+                    raise
+
+        raise URLScanError(
+            f"Timeout waiting for scan results. UUID: {uuid}. "
+            f"You can retrieve results later using get_result('{uuid}')"
+        )
+
+    def search(self, query: str, size: int = 100) -> Dict[str, Any]:
+        """
+        Search URLScan.io database.
+
+        Args:
+            query: Search query (e.g., 'domain:example.com')
+            size: Number of results to return (max 10000)
+
+        Returns:
+            Dictionary containing search results
+
+        Raises:
+            URLScanError: If search fails
+        """
+        endpoint = f"{self.BASE_URL}/search/"
+
+        params = {
+            "q": query,
+            "size": min(size, 10000)
+        }
+
+        try:
+            response = self.session.get(endpoint, params=params)
+            response.raise_for_status()
+            return response.json()
+
+        except requests.exceptions.HTTPError as e:
+            raise URLScanError(f"HTTP error occurred: {e}")
+        except requests.exceptions.RequestException as e:
+            raise URLScanError(f"Request failed: {e}")
+
+    def get_verdict(self, uuid: str) -> Optional[str]:
+        """
+        Get the verdict (malicious/safe) for a scan.
+
+        Args:
+            uuid: The scan UUID
+
+        Returns:
+            Verdict string ('malicious', 'safe', or None if not available)
+
+        Raises:
+            URLScanError: If retrieval fails
+        """
+        result = self.get_result(uuid)
+
+        # Extract verdict from results
+        verdicts = result.get("verdicts", {})
+        overall = verdicts.get("overall", {})
+
+        if overall.get("malicious", False):
+            return "malicious"
+        elif overall.get("score", 0) == 0:
+            return "safe"
+        else:
+            return None

src/phising_detection/data/load_data.py

@@ -2,7 +2,7 @@
 
 import pandas as pd
 from pathlib import Path
-from typing import Optional, Union
+from typing import Union
 
 
 def load_phishing_urls(
@@ -40,8 +40,6 @@ def load_phishing_urls(
         'is_phishing': int(is_phishing)
     })
 
-
-
     return df
 
 

tests/test_urlscan.py

@@ -0,0 +1,275 @@
+"""Tests for URLScan.io API client."""
+
+import pytest
+import responses
+from unittest.mock import patch
+import sys
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
+
+from phising_detection.api import URLScanClient, URLScanError
+
+
+class TestURLScanClient:
+    """Tests for URLScanClient class."""
+
+    def test_init_with_api_key(self):
+        """Test initialization with API key provided."""
+        client = URLScanClient(api_key="test_key")
+        assert client.api_key == "test_key"
+
+    def test_init_with_env_var(self, monkeypatch):
+        """Test initialization with API key from environment."""
+        monkeypatch.setenv("URLSCAN_API_KEY", "env_key")
+        client = URLScanClient()
+        assert client.api_key == "env_key"
+
+    def test_init_without_api_key(self, monkeypatch):
+        """Test initialization fails without API key."""
+        monkeypatch.delenv("URLSCAN_API_KEY", raising=False)
+        with pytest.raises(URLScanError) as exc_info:
+            URLScanClient()
+        assert "No API key provided" in str(exc_info.value)
+
+    @responses.activate
+    def test_submit_url_success(self):
+        """Test successful URL submission."""
+        # Mock API response
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            json={
+                "uuid": "test-uuid-123",
+                "result": "https://urlscan.io/result/test-uuid-123/",
+                "api": "https://urlscan.io/api/v1/result/test-uuid-123/"
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        result = client.submit_url("https://example.com")
+
+        assert result["uuid"] == "test-uuid-123"
+        assert "result" in result
+        assert len(responses.calls) == 1
+        assert responses.calls[0].request.url == "https://urlscan.io/api/v1/scan/"
+
+    @responses.activate
+    def test_submit_url_with_tags(self):
+        """Test URL submission with tags."""
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            json={"uuid": "test-uuid", "result": "url"},
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        client.submit_url(
+            "https://example.com",
+            visibility="unlisted",
+            tags=["phishing", "test"]
+        )
+
+        request_body = responses.calls[0].request.body
+        assert b"phishing" in request_body
+        assert b"test" in request_body
+
+    @responses.activate
+    def test_submit_url_rate_limit(self):
+        """Test rate limit error handling."""
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            status=429
+        )
+
+        client = URLScanClient(api_key="test_key")
+        with pytest.raises(URLScanError) as exc_info:
+            client.submit_url("https://example.com")
+        assert "Rate limit exceeded" in str(exc_info.value)
+
+    @responses.activate
+    def test_submit_url_bad_request(self):
+        """Test bad request error handling."""
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            body="Invalid URL",
+            status=400
+        )
+
+        client = URLScanClient(api_key="test_key")
+        with pytest.raises(URLScanError) as exc_info:
+            client.submit_url("not-a-valid-url")
+        assert "Bad request" in str(exc_info.value)
+
+    @responses.activate
+    def test_get_result_success(self):
+        """Test successful result retrieval."""
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            json={
+                "page": {
+                    "url": "https://example.com",
+                    "title": "Example Domain"
+                },
+                "verdicts": {
+                    "overall": {
+                        "score": 0,
+                        "malicious": False
+                    }
+                },
+                "task": {"uuid": "test-uuid"}
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        result = client.get_result("test-uuid")
+
+        assert result["page"]["url"] == "https://example.com"
+        assert result["verdicts"]["overall"]["malicious"] is False
+
+    @responses.activate
+    def test_get_result_not_found(self):
+        """Test result not found error."""
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            status=404
+        )
+
+        client = URLScanClient(api_key="test_key")
+        with pytest.raises(URLScanError) as exc_info:
+            client.get_result("test-uuid")
+        assert "not found or not ready" in str(exc_info.value)
+
+    @responses.activate
+    def test_search_success(self):
+        """Test search functionality."""
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/search/",
+            json={
+                "total": 2,
+                "results": [
+                    {"task": {"url": "https://example.com"}},
+                    {"task": {"url": "https://example.org"}}
+                ]
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        results = client.search(query="domain:example.com", size=10)
+
+        assert results["total"] == 2
+        assert len(results["results"]) == 2
+
+    @responses.activate
+    def test_get_verdict_malicious(self):
+        """Test verdict extraction for malicious URL."""
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            json={
+                "verdicts": {
+                    "overall": {
+                        "score": 100,
+                        "malicious": True
+                    }
+                }
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        verdict = client.get_verdict("test-uuid")
+
+        assert verdict == "malicious"
+
+    @responses.activate
+    def test_get_verdict_safe(self):
+        """Test verdict extraction for safe URL."""
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            json={
+                "verdicts": {
+                    "overall": {
+                        "score": 0,
+                        "malicious": False
+                    }
+                }
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        verdict = client.get_verdict("test-uuid")
+
+        assert verdict == "safe"
+
+    @responses.activate
+    def test_submit_and_wait_success(self):
+        """Test submit and wait for results."""
+        # Mock submission
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            json={
+                "uuid": "test-uuid",
+                "result": "https://urlscan.io/result/test-uuid/"
+            },
+            status=200
+        )
+
+        # Mock result retrieval
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            json={
+                "page": {"title": "Example"},
+                "task": {"uuid": "test-uuid"}
+            },
+            status=200
+        )
+
+        client = URLScanClient(api_key="test_key")
+        result = client.submit_and_wait(
+            "https://example.com",
+            max_wait=10,
+            poll_interval=1
+        )
+
+        assert result["page"]["title"] == "Example"
+
+    @responses.activate
+    def test_submit_and_wait_timeout(self):
+        """Test timeout in submit_and_wait."""
+        # Mock submission
+        responses.add(
+            responses.POST,
+            "https://urlscan.io/api/v1/scan/",
+            json={"uuid": "test-uuid"},
+            status=200
+        )
+
+        # Mock result always returning 404
+        responses.add(
+            responses.GET,
+            "https://urlscan.io/api/v1/result/test-uuid/",
+            status=404
+        )
+
+        client = URLScanClient(api_key="test_key")
+        with pytest.raises(URLScanError) as exc_info:
+            client.submit_and_wait(
+                "https://example.com",
+                max_wait=3,
+                poll_interval=1
+            )
+        assert "Timeout" in str(exc_info.value)

uv.lock

@@ -2,6 +2,72 @@ version = 1
 revision = 3
 requires-python = ">=3.12"
 
+[[package]]
+name = "certifi"
+version = "2025.11.12"
+source = { registry = "https://pypi.org/simple" }
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 dependencies = [
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     { name = "pandas-stubs" },
+    { name = "python-dotenv" },
+    { name = "requests" },
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     { name = "pytest" },
     { name = "pytest-cov" },
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     { name = "pytest-cov", specifier = ">=7.0.0" },
+    { name = "pytest-mock", specifier = ">=3.15.1" },
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