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claude_parser.py
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231 lines (192 loc) · 7.66 KB
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import json
import struct
import logging
from typing import Optional, Dict, Any, AsyncIterator
logger = logging.getLogger(__name__)
class EventStreamParser:
"""AWS Event Stream binary format parser (v2 style)."""
@staticmethod
def parse_headers(headers_data: bytes) -> Dict[str, str]:
"""Parse event stream headers."""
headers = {}
offset = 0
while offset < len(headers_data):
if offset >= len(headers_data):
break
name_length = headers_data[offset]
offset += 1
if offset + name_length > len(headers_data):
break
name = headers_data[offset:offset + name_length].decode('utf-8')
offset += name_length
if offset >= len(headers_data):
break
value_type = headers_data[offset]
offset += 1
if offset + 2 > len(headers_data):
break
value_length = struct.unpack('>H', headers_data[offset:offset + 2])[0]
offset += 2
if offset + value_length > len(headers_data):
break
if value_type == 7:
value = headers_data[offset:offset + value_length].decode('utf-8')
else:
value = headers_data[offset:offset + value_length]
offset += value_length
headers[name] = value
return headers
@staticmethod
def parse_message(data: bytes) -> Optional[Dict[str, Any]]:
"""Parse single Event Stream message."""
try:
if len(data) < 16:
return None
total_length = struct.unpack('>I', data[0:4])[0]
headers_length = struct.unpack('>I', data[4:8])[0]
if len(data) < total_length:
logger.warning(f"Incomplete message: expected {total_length} bytes, got {len(data)}")
return None
headers_data = data[12:12 + headers_length]
headers = EventStreamParser.parse_headers(headers_data)
payload_start = 12 + headers_length
payload_end = total_length - 4
payload_data = data[payload_start:payload_end]
payload = None
if payload_data:
try:
payload = json.loads(payload_data.decode('utf-8'))
except (json.JSONDecodeError, UnicodeDecodeError):
payload = payload_data
return {
'headers': headers,
'payload': payload,
'total_length': total_length
}
except Exception as e:
logger.error(f"Failed to parse message: {e}", exc_info=True)
return None
@staticmethod
async def parse_stream(byte_stream: AsyncIterator[bytes]) -> AsyncIterator[Dict[str, Any]]:
"""Parse byte stream and extract events."""
buffer = bytearray()
async for chunk in byte_stream:
buffer.extend(chunk)
while len(buffer) >= 12:
try:
total_length = struct.unpack('>I', buffer[0:4])[0]
except struct.error:
break
if len(buffer) < total_length:
break
message_data = bytes(buffer[:total_length])
buffer = buffer[total_length:]
message = EventStreamParser.parse_message(message_data)
if message:
yield message
def extract_event_info(message: Dict[str, Any]) -> Optional[Dict[str, Any]]:
"""Extract event information from parsed message."""
headers = message.get('headers', {})
payload = message.get('payload')
event_type = headers.get(':event-type') or headers.get('event-type')
content_type = headers.get(':content-type') or headers.get('content-type')
message_type = headers.get(':message-type') or headers.get('message-type')
return {
'event_type': event_type,
'content_type': content_type,
'message_type': message_type,
'payload': payload
}
def _sse_format(event_type: str, data: Dict[str, Any]) -> str:
"""Format SSE event."""
json_data = json.dumps(data, ensure_ascii=False)
return f"event: {event_type}\ndata: {json_data}\n\n"
def build_message_start(conversation_id: str, model: str = "claude-sonnet-4.5", input_tokens: int = 0) -> str:
"""Build message_start SSE event."""
data = {
"type": "message_start",
"message": {
"id": conversation_id,
"type": "message",
"role": "assistant",
"content": [],
"model": model,
"stop_reason": None,
"stop_sequence": None,
"usage": {"input_tokens": input_tokens, "output_tokens": 0}
}
}
return _sse_format("message_start", data)
def build_content_block_start(index: int, block_type: str = "text") -> str:
"""Build content_block_start SSE event."""
if block_type == "text":
block_payload = {"type": "text", "text": ""}
elif block_type == "thinking":
block_payload = {"type": "thinking", "thinking": ""}
else:
block_payload = {"type": block_type}
data = {
"type": "content_block_start",
"index": index,
"content_block": block_payload
}
return _sse_format("content_block_start", data)
def build_content_block_delta(index: int, text: str, delta_type: str = "text_delta", field_name: str = "text") -> str:
"""Build content_block_delta SSE event."""
delta = {"type": delta_type}
if field_name:
delta[field_name] = text
data = {
"type": "content_block_delta",
"index": index,
"delta": delta
}
return _sse_format("content_block_delta", data)
def build_content_block_stop(index: int) -> str:
"""Build content_block_stop SSE event."""
data = {
"type": "content_block_stop",
"index": index
}
return _sse_format("content_block_stop", data)
def build_ping() -> str:
"""Build ping SSE event."""
data = {"type": "ping"}
return _sse_format("ping", data)
def build_message_stop(input_tokens: int, output_tokens: int, stop_reason: Optional[str] = None) -> str:
"""Build message_delta and message_stop SSE events."""
delta_data = {
"type": "message_delta",
"delta": {"stop_reason": stop_reason or "end_turn", "stop_sequence": None},
"usage": {"output_tokens": output_tokens}
}
delta_event = _sse_format("message_delta", delta_data)
stop_data = {
"type": "message_stop"
}
stop_event = _sse_format("message_stop", stop_data)
return delta_event + stop_event
def build_tool_use_start(index: int, tool_use_id: str, tool_name: str) -> str:
"""Build tool_use content_block_start SSE event."""
data = {
"type": "content_block_start",
"index": index,
"content_block": {
"type": "tool_use",
"id": tool_use_id,
"name": tool_name,
"input": {}
}
}
return _sse_format("content_block_start", data)
def build_tool_use_input_delta(index: int, input_json_delta: str) -> str:
"""Build tool_use input_json_delta SSE event."""
data = {
"type": "content_block_delta",
"index": index,
"delta": {
"type": "input_json_delta",
"partial_json": input_json_delta
}
}
return _sse_format("content_block_delta", data)