Spaces:
Sleeping
Sleeping
Refactored client class.
Browse files- classes/__pycache__/client.cpython-310.pyc +0 -0
- classes/client.py +231 -0
- rss_client.py +2 -222
classes/__pycache__/client.cpython-310.pyc
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Binary file (7.14 kB). View file
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classes/client.py
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@@ -0,0 +1,231 @@
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| 1 |
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'''Classes for handling MCP server connection and operations.'''
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| 2 |
+
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| 3 |
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import asyncio
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| 4 |
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import logging
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| 5 |
+
from typing import Any, Dict, List, Optional
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from urllib.parse import urlparse
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from dataclasses import dataclass
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| 9 |
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from mcp import ClientSession
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from mcp.client.sse import sse_client
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@dataclass
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class ToolParameter:
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| 15 |
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'''Represents a parameter for a tool.
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| 16 |
+
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| 17 |
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Attributes:
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| 18 |
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name: Parameter name
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| 19 |
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parameter_type: Parameter type (e.g., 'string', 'number')
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| 20 |
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description: Parameter description
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| 21 |
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required: Whether the parameter is required
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| 22 |
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default: Default value for the parameter
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| 23 |
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'''
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| 24 |
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name: str
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| 25 |
+
parameter_type: str
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| 26 |
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description: str
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| 27 |
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required: bool = False
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default: Any = None
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@dataclass
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class ToolDef:
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| 33 |
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'''Represents a tool definition.
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Attributes:
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name: Tool name
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| 37 |
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description: Tool description
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| 38 |
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parameters: List of ToolParameter objects
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| 39 |
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metadata: Optional dictionary of additional metadata
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| 40 |
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identifier: Tool identifier (defaults to name)
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| 41 |
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'''
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| 42 |
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name: str
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description: str
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parameters: List[ToolParameter]
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metadata: Optional[Dict[str, Any]] = None
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identifier: str = ''
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| 47 |
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| 48 |
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class MCPConnectionError(Exception):
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| 50 |
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'''Exception raised when MCP connection fails'''
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| 51 |
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pass
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| 52 |
+
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+
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class MCPTimeoutError(Exception):
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| 55 |
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'''Exception raised when MCP operation times out'''
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| 56 |
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pass
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| 57 |
+
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| 58 |
+
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| 59 |
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class MCPClientWrapper:
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| 60 |
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'''Main client wrapper class for interacting with Model Context Protocol (MCP) endpoints'''
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| 61 |
+
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| 62 |
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def __init__(self, endpoint: str, timeout: float = 30.0, max_retries: int = 3):
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| 63 |
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'''Initialize MCP client with endpoint URL
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| 64 |
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| 65 |
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Args:
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| 66 |
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endpoint: The MCP endpoint URL (must be http or https)
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| 67 |
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timeout: Connection timeout in seconds
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| 68 |
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max_retries: Maximum number of retry attempts
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| 69 |
+
'''
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| 70 |
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| 71 |
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if urlparse(endpoint).scheme not in ('http', 'https'):
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| 72 |
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raise ValueError(f'Endpoint {endpoint} is not a valid HTTP(S) URL')
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| 73 |
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self.endpoint = endpoint
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| 74 |
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self.timeout = timeout
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| 75 |
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self.max_retries = max_retries
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| 76 |
+
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| 77 |
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| 78 |
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async def _execute_with_retry(self, operation_name: str, operation_func):
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| 79 |
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'''Execute an operation with retry logic and proper error handling
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| 80 |
+
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| 81 |
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Args:
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| 82 |
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operation_name: Name of the operation for logging
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| 83 |
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operation_func: Async function to execute
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| 84 |
+
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| 85 |
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Returns:
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| 86 |
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Result of the operation
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| 87 |
+
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| 88 |
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Raises:
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| 89 |
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MCPConnectionError: If connection fails after all retries
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| 90 |
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MCPTimeoutError: If operation times out
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| 91 |
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'''
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| 92 |
+
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| 93 |
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logger = logging.getLogger(__name__ + '_execute_with_retry')
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| 94 |
+
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| 95 |
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last_exception = None
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| 96 |
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| 97 |
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for attempt in range(self.max_retries):
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| 98 |
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try:
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| 99 |
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logger.debug(
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| 100 |
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'Attempting %s (attempt %s/%s)',
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| 101 |
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operation_name,
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| 102 |
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attempt + 1,
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| 103 |
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self.max_retries
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| 104 |
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)
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| 105 |
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| 106 |
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# Execute with timeout
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| 107 |
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result = await asyncio.wait_for(operation_func(), timeout=self.timeout)
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| 108 |
+
logger.debug('%s completed successfully', operation_name)
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| 109 |
+
return result
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| 110 |
+
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| 111 |
+
except asyncio.TimeoutError as e:
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| 112 |
+
last_exception = MCPTimeoutError(
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| 113 |
+
f'{operation_name} timed out after {self.timeout} seconds'
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| 114 |
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)
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| 115 |
+
logger.warning('%s timed out on attempt %s: %s', operation_name, attempt + 1, e)
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| 116 |
+
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| 117 |
+
except Exception as e: # pylint: disable=broad-exception-caught
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| 118 |
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last_exception = e
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| 119 |
+
logger.warning('%s failed on attempt %s: %s', operation_name, attempt + 1, str(e))
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| 120 |
+
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| 121 |
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# Don't retry on certain types of errors
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| 122 |
+
if isinstance(e, (ValueError, TypeError)):
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| 123 |
+
break
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| 124 |
+
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| 125 |
+
# Wait before retry (exponential backoff)
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| 126 |
+
if attempt < self.max_retries - 1:
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| 127 |
+
wait_time = 2 ** attempt
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| 128 |
+
logger.debug('Waiting %s seconds before retry', wait_time)
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| 129 |
+
await asyncio.sleep(wait_time)
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| 130 |
+
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| 131 |
+
# All retries failed
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| 132 |
+
if isinstance(last_exception, MCPTimeoutError):
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| 133 |
+
raise last_exception
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| 134 |
+
else:
|
| 135 |
+
raise MCPConnectionError(
|
| 136 |
+
f'{operation_name} failed after {self.max_retries} attempts: {str(last_exception)}'
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| 137 |
+
)
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| 138 |
+
|
| 139 |
+
async def _safe_sse_operation(self, operation_func):
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| 140 |
+
'''Safely execute an SSE operation with proper task cleanup
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| 141 |
+
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| 142 |
+
Args:
|
| 143 |
+
operation_func: Function that takes (streams, session) as arguments
|
| 144 |
+
|
| 145 |
+
Returns:
|
| 146 |
+
Result of the operation
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| 147 |
+
'''
|
| 148 |
+
|
| 149 |
+
logger = logging.getLogger(__name__ + '_safe_sse_operation')
|
| 150 |
+
|
| 151 |
+
streams = None
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| 152 |
+
session = None
|
| 153 |
+
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| 154 |
+
try:
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| 155 |
+
# Create SSE client with proper error handling
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| 156 |
+
streams = sse_client(self.endpoint)
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| 157 |
+
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| 158 |
+
async with streams as stream_context:
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| 159 |
+
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| 160 |
+
# Create session with proper cleanup
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| 161 |
+
session = ClientSession(*stream_context)
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| 162 |
+
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| 163 |
+
async with session as session_context:
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| 164 |
+
await session_context.initialize()
|
| 165 |
+
return await operation_func(session_context)
|
| 166 |
+
|
| 167 |
+
except Exception as e:
|
| 168 |
+
logger.error('SSE operation failed: %s', str(e))
|
| 169 |
+
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| 170 |
+
# Ensure proper cleanup of any remaining tasks
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| 171 |
+
if session:
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| 172 |
+
try:
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| 173 |
+
# Cancel any pending tasks in the session
|
| 174 |
+
tasks = [task for task in asyncio.all_tasks() if not task.done()]
|
| 175 |
+
if tasks:
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| 176 |
+
logger.debug('Cancelling %s pending tasks', len(tasks))
|
| 177 |
+
for task in tasks:
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| 178 |
+
task.cancel()
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| 179 |
+
|
| 180 |
+
# Wait for tasks to be cancelled
|
| 181 |
+
await asyncio.gather(*tasks, return_exceptions=True)
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| 182 |
+
|
| 183 |
+
except Exception as cleanup_error: # pylint: disable=broad-exception-caught
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| 184 |
+
logger.warning('Error during task cleanup: %s', cleanup_error)
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| 185 |
+
raise
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| 186 |
+
|
| 187 |
+
async def list_tools(self) -> List[ToolDef]:
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| 188 |
+
'''List available tools from the MCP endpoint
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| 189 |
+
|
| 190 |
+
Returns:
|
| 191 |
+
List of ToolDef objects describing available tools
|
| 192 |
+
|
| 193 |
+
Raises:
|
| 194 |
+
MCPConnectionError: If connection fails
|
| 195 |
+
MCPTimeoutError: If operation times out
|
| 196 |
+
'''
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| 197 |
+
async def _list_tools_operation():
|
| 198 |
+
async def _operation(session):
|
| 199 |
+
|
| 200 |
+
tools_result = await session.list_tools()
|
| 201 |
+
tools = []
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| 202 |
+
|
| 203 |
+
for tool in tools_result.tools:
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| 204 |
+
parameters = []
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| 205 |
+
required_params = tool.inputSchema.get('required', [])
|
| 206 |
+
|
| 207 |
+
for param_name, param_schema in tool.inputSchema.get('properties', {}).items():
|
| 208 |
+
parameters.append(
|
| 209 |
+
ToolParameter(
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| 210 |
+
name=param_name,
|
| 211 |
+
parameter_type=param_schema.get('type', 'string'),
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| 212 |
+
description=param_schema.get('description', ''),
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| 213 |
+
required=param_name in required_params,
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| 214 |
+
default=param_schema.get('default'),
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| 215 |
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)
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| 216 |
+
)
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| 217 |
+
|
| 218 |
+
tools.append(
|
| 219 |
+
ToolDef(
|
| 220 |
+
name=tool.name,
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| 221 |
+
description=tool.description,
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| 222 |
+
parameters=parameters,
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| 223 |
+
metadata={'endpoint': self.endpoint},
|
| 224 |
+
identifier=tool.name # Using name as identifier
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| 225 |
+
)
|
| 226 |
+
)
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| 227 |
+
return tools
|
| 228 |
+
|
| 229 |
+
return await self._safe_sse_operation(_operation)
|
| 230 |
+
|
| 231 |
+
return await self._execute_with_retry('list_tools', _list_tools_operation)
|
rss_client.py
CHANGED
|
@@ -1,17 +1,11 @@
|
|
| 1 |
'''RSS MCP server demonstration client app.'''
|
| 2 |
|
| 3 |
-
import asyncio
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| 4 |
import logging
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| 5 |
from pathlib import Path
|
| 6 |
from logging.handlers import RotatingFileHandler
|
| 7 |
-
from typing import Any, Dict, List, Optional
|
| 8 |
-
from urllib.parse import urlparse
|
| 9 |
-
from dataclasses import dataclass
|
| 10 |
|
| 11 |
import gradio as gr
|
| 12 |
-
from
|
| 13 |
-
from mcp.client.sse import sse_client
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| 14 |
-
|
| 15 |
|
| 16 |
# Make sure log directory exists
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| 17 |
Path('logs').mkdir(parents=True, exist_ok=True)
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|
@@ -32,226 +26,12 @@ logging.basicConfig(
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|
| 32 |
|
| 33 |
logger = logging.getLogger(__name__)
|
| 34 |
|
| 35 |
-
|
| 36 |
-
@dataclass
|
| 37 |
-
class ToolParameter:
|
| 38 |
-
'''Represents a parameter for a tool.
|
| 39 |
-
|
| 40 |
-
Attributes:
|
| 41 |
-
name: Parameter name
|
| 42 |
-
parameter_type: Parameter type (e.g., 'string', 'number')
|
| 43 |
-
description: Parameter description
|
| 44 |
-
required: Whether the parameter is required
|
| 45 |
-
default: Default value for the parameter
|
| 46 |
-
'''
|
| 47 |
-
name: str
|
| 48 |
-
parameter_type: str
|
| 49 |
-
description: str
|
| 50 |
-
required: bool = False
|
| 51 |
-
default: Any = None
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
@dataclass
|
| 55 |
-
class ToolDef:
|
| 56 |
-
'''Represents a tool definition.
|
| 57 |
-
|
| 58 |
-
Attributes:
|
| 59 |
-
name: Tool name
|
| 60 |
-
description: Tool description
|
| 61 |
-
parameters: List of ToolParameter objects
|
| 62 |
-
metadata: Optional dictionary of additional metadata
|
| 63 |
-
identifier: Tool identifier (defaults to name)
|
| 64 |
-
'''
|
| 65 |
-
name: str
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| 66 |
-
description: str
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| 67 |
-
parameters: List[ToolParameter]
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| 68 |
-
metadata: Optional[Dict[str, Any]] = None
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| 69 |
-
identifier: str = ''
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
class MCPConnectionError(Exception):
|
| 73 |
-
'''Exception raised when MCP connection fails'''
|
| 74 |
-
pass
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
class MCPTimeoutError(Exception):
|
| 78 |
-
'''Exception raised when MCP operation times out'''
|
| 79 |
-
pass
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
class MCPClientWrapper:
|
| 83 |
-
'''Client for interacting with Model Context Protocol (MCP) endpoints'''
|
| 84 |
-
|
| 85 |
-
def __init__(self, endpoint: str, timeout: float = 30.0, max_retries: int = 3):
|
| 86 |
-
'''Initialize MCP client with endpoint URL
|
| 87 |
-
|
| 88 |
-
Args:
|
| 89 |
-
endpoint: The MCP endpoint URL (must be http or https)
|
| 90 |
-
timeout: Connection timeout in seconds
|
| 91 |
-
max_retries: Maximum number of retry attempts
|
| 92 |
-
'''
|
| 93 |
-
if urlparse(endpoint).scheme not in ('http', 'https'):
|
| 94 |
-
raise ValueError(f'Endpoint {endpoint} is not a valid HTTP(S) URL')
|
| 95 |
-
self.endpoint = endpoint
|
| 96 |
-
self.timeout = timeout
|
| 97 |
-
self.max_retries = max_retries
|
| 98 |
-
|
| 99 |
-
|
| 100 |
-
async def _execute_with_retry(self, operation_name: str, operation_func):
|
| 101 |
-
'''Execute an operation with retry logic and proper error handling
|
| 102 |
-
|
| 103 |
-
Args:
|
| 104 |
-
operation_name: Name of the operation for logging
|
| 105 |
-
operation_func: Async function to execute
|
| 106 |
-
|
| 107 |
-
Returns:
|
| 108 |
-
Result of the operation
|
| 109 |
-
|
| 110 |
-
Raises:
|
| 111 |
-
MCPConnectionError: If connection fails after all retries
|
| 112 |
-
MCPTimeoutError: If operation times out
|
| 113 |
-
'''
|
| 114 |
-
last_exception = None
|
| 115 |
-
|
| 116 |
-
for attempt in range(self.max_retries):
|
| 117 |
-
try:
|
| 118 |
-
logger.debug(
|
| 119 |
-
'Attempting %s (attempt %s/%s)',
|
| 120 |
-
operation_name,
|
| 121 |
-
attempt + 1,
|
| 122 |
-
self.max_retries
|
| 123 |
-
)
|
| 124 |
-
|
| 125 |
-
# Execute with timeout
|
| 126 |
-
result = await asyncio.wait_for(operation_func(), timeout=self.timeout)
|
| 127 |
-
logger.debug('%s completed successfully', operation_name)
|
| 128 |
-
return result
|
| 129 |
-
|
| 130 |
-
except asyncio.TimeoutError as e:
|
| 131 |
-
last_exception = MCPTimeoutError(
|
| 132 |
-
f'{operation_name} timed out after {self.timeout} seconds'
|
| 133 |
-
)
|
| 134 |
-
logger.warning('%s timed out on attempt %s: %s', operation_name, attempt + 1, e)
|
| 135 |
-
|
| 136 |
-
except Exception as e: # pylint: disable=broad-exception-caught
|
| 137 |
-
last_exception = e
|
| 138 |
-
logger.warning('%s failed on attempt %s: %s', operation_name, attempt + 1, str(e))
|
| 139 |
-
|
| 140 |
-
# Don't retry on certain types of errors
|
| 141 |
-
if isinstance(e, (ValueError, TypeError)):
|
| 142 |
-
break
|
| 143 |
-
|
| 144 |
-
# Wait before retry (exponential backoff)
|
| 145 |
-
if attempt < self.max_retries - 1:
|
| 146 |
-
wait_time = 2 ** attempt
|
| 147 |
-
logger.debug('Waiting %s seconds before retry', wait_time)
|
| 148 |
-
await asyncio.sleep(wait_time)
|
| 149 |
-
|
| 150 |
-
# All retries failed
|
| 151 |
-
if isinstance(last_exception, MCPTimeoutError):
|
| 152 |
-
raise last_exception
|
| 153 |
-
else:
|
| 154 |
-
raise MCPConnectionError(
|
| 155 |
-
f'{operation_name} failed after {self.max_retries} attempts: {str(last_exception)}'
|
| 156 |
-
)
|
| 157 |
-
|
| 158 |
-
async def _safe_sse_operation(self, operation_func):
|
| 159 |
-
'''Safely execute an SSE operation with proper task cleanup
|
| 160 |
-
|
| 161 |
-
Args:
|
| 162 |
-
operation_func: Function that takes (streams, session) as arguments
|
| 163 |
-
|
| 164 |
-
Returns:
|
| 165 |
-
Result of the operation
|
| 166 |
-
'''
|
| 167 |
-
streams = None
|
| 168 |
-
session = None
|
| 169 |
-
|
| 170 |
-
try:
|
| 171 |
-
# Create SSE client with proper error handling
|
| 172 |
-
streams = sse_client(self.endpoint)
|
| 173 |
-
|
| 174 |
-
async with streams as stream_context:
|
| 175 |
-
|
| 176 |
-
# Create session with proper cleanup
|
| 177 |
-
session = ClientSession(*stream_context)
|
| 178 |
-
|
| 179 |
-
async with session as session_context:
|
| 180 |
-
await session_context.initialize()
|
| 181 |
-
return await operation_func(session_context)
|
| 182 |
-
|
| 183 |
-
except Exception as e:
|
| 184 |
-
logger.error('SSE operation failed: %s', str(e))
|
| 185 |
-
|
| 186 |
-
# Ensure proper cleanup of any remaining tasks
|
| 187 |
-
if session:
|
| 188 |
-
try:
|
| 189 |
-
# Cancel any pending tasks in the session
|
| 190 |
-
tasks = [task for task in asyncio.all_tasks() if not task.done()]
|
| 191 |
-
if tasks:
|
| 192 |
-
logger.debug('Cancelling %s pending tasks', len(tasks))
|
| 193 |
-
for task in tasks:
|
| 194 |
-
task.cancel()
|
| 195 |
-
|
| 196 |
-
# Wait for tasks to be cancelled
|
| 197 |
-
await asyncio.gather(*tasks, return_exceptions=True)
|
| 198 |
-
|
| 199 |
-
except Exception as cleanup_error: # pylint: disable=broad-exception-caught
|
| 200 |
-
logger.warning('Error during task cleanup: %s', cleanup_error)
|
| 201 |
-
raise
|
| 202 |
-
|
| 203 |
-
async def list_tools(self) -> List[ToolDef]:
|
| 204 |
-
'''List available tools from the MCP endpoint
|
| 205 |
-
|
| 206 |
-
Returns:
|
| 207 |
-
List of ToolDef objects describing available tools
|
| 208 |
-
|
| 209 |
-
Raises:
|
| 210 |
-
MCPConnectionError: If connection fails
|
| 211 |
-
MCPTimeoutError: If operation times out
|
| 212 |
-
'''
|
| 213 |
-
async def _list_tools_operation():
|
| 214 |
-
async def _operation(session):
|
| 215 |
-
|
| 216 |
-
tools_result = await session.list_tools()
|
| 217 |
-
tools = []
|
| 218 |
-
|
| 219 |
-
for tool in tools_result.tools:
|
| 220 |
-
parameters = []
|
| 221 |
-
required_params = tool.inputSchema.get('required', [])
|
| 222 |
-
|
| 223 |
-
for param_name, param_schema in tool.inputSchema.get('properties', {}).items():
|
| 224 |
-
parameters.append(
|
| 225 |
-
ToolParameter(
|
| 226 |
-
name=param_name,
|
| 227 |
-
parameter_type=param_schema.get('type', 'string'),
|
| 228 |
-
description=param_schema.get('description', ''),
|
| 229 |
-
required=param_name in required_params,
|
| 230 |
-
default=param_schema.get('default'),
|
| 231 |
-
)
|
| 232 |
-
)
|
| 233 |
-
|
| 234 |
-
tools.append(
|
| 235 |
-
ToolDef(
|
| 236 |
-
name=tool.name,
|
| 237 |
-
description=tool.description,
|
| 238 |
-
parameters=parameters,
|
| 239 |
-
metadata={'endpoint': self.endpoint},
|
| 240 |
-
identifier=tool.name # Using name as identifier
|
| 241 |
-
)
|
| 242 |
-
)
|
| 243 |
-
return tools
|
| 244 |
-
|
| 245 |
-
return await self._safe_sse_operation(_operation)
|
| 246 |
-
|
| 247 |
-
return await self._execute_with_retry('list_tools', _list_tools_operation)
|
| 248 |
-
|
| 249 |
client = MCPClientWrapper('https://agents-mcp-hackathon-rss-mcp-server.hf.space/gradio_api/mcp/sse')
|
| 250 |
|
| 251 |
# def gradio_interface():
|
| 252 |
with gr.Blocks(title='MCP RSS client') as demo:
|
| 253 |
gr.Markdown('# MCP RSS reader')
|
| 254 |
-
gr.Markdown('Connect to the MCP RSS server')
|
| 255 |
|
| 256 |
connect_btn = gr.Button('Connect')
|
| 257 |
status = gr.Textbox(label='Connection Status', interactive=False, lines=50)
|
|
|
|
| 1 |
'''RSS MCP server demonstration client app.'''
|
| 2 |
|
|
|
|
| 3 |
import logging
|
| 4 |
from pathlib import Path
|
| 5 |
from logging.handlers import RotatingFileHandler
|
|
|
|
|
|
|
|
|
|
| 6 |
|
| 7 |
import gradio as gr
|
| 8 |
+
from classes.client import MCPClientWrapper
|
|
|
|
|
|
|
| 9 |
|
| 10 |
# Make sure log directory exists
|
| 11 |
Path('logs').mkdir(parents=True, exist_ok=True)
|
|
|
|
| 26 |
|
| 27 |
logger = logging.getLogger(__name__)
|
| 28 |
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|
| 29 |
client = MCPClientWrapper('https://agents-mcp-hackathon-rss-mcp-server.hf.space/gradio_api/mcp/sse')
|
| 30 |
|
| 31 |
# def gradio_interface():
|
| 32 |
with gr.Blocks(title='MCP RSS client') as demo:
|
| 33 |
gr.Markdown('# MCP RSS reader')
|
| 34 |
+
gr.Markdown('Connect to the MCP RSS server: https://huggingface.co/spaces/Agents-MCP-Hackathon/rss-mcp-server')
|
| 35 |
|
| 36 |
connect_btn = gr.Button('Connect')
|
| 37 |
status = gr.Textbox(label='Connection Status', interactive=False, lines=50)
|