Add parsers: JSON, Syslog, Apache, and factory
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177
loglens/parsers/json_parser.py
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177
loglens/parsers/json_parser.py
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"""JSON log parser."""
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import re
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from datetime import datetime
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from typing import Any, Dict, List, Optional
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import orjson
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from loglens.parsers.base import LogParser, ParsedLogEntry
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class JSONParser(LogParser):
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"""Parser for JSON-formatted logs."""
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format_name = "json"
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def __init__(self):
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self.timestamp_fields = [
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"@timestamp", "timestamp", "time", "date", "datetime",
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"created_at", "updated_at", "log_time", "event_time"
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]
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self.level_fields = ["level", "severity", "log_level", "priority", "levelname"]
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self.message_fields = ["message", "msg", "log", "text", "content"]
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self.logger_fields = ["logger", "logger_name", "name", "source"]
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def can_parse(self, line: str) -> bool:
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"""Check if line is valid JSON."""
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line = line.strip()
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if not line:
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return False
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if line.startswith("[") or line.startswith("{"):
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try:
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orjson.loads(line)
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return True
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except orjson.JSONDecodeError:
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pass
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return False
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def parse(self, line: str, line_number: int = 0) -> Optional[ParsedLogEntry]:
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"""Parse a JSON log line."""
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line = line.strip()
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if not line:
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return None
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try:
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data = orjson.loads(line)
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except orjson.JSONDecodeError as e:
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return ParsedLogEntry(
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raw_line=line,
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message=f"JSON parse error: {str(e)}",
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line_number=line_number,
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severity="error"
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)
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entry = ParsedLogEntry(
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raw_line=line,
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line_number=line_number
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)
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if isinstance(data, dict):
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entry.timestamp = self._extract_timestamp(data)
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entry.level = self._extract_field(data, self.level_fields)
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entry.message = self._extract_field(data, self.message_fields)
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entry.logger = self._extract_field(data, self.logger_fields)
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entry.extra = {k: v for k, v in data.items()
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if k not in self.timestamp_fields
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and k not in self.level_fields
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and k not in self.message_fields
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and k not in self.logger_fields
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and not k.startswith("_")}
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elif isinstance(data, list):
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entry.message = str(data)
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entry.extra = {"array_length": len(data)}
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return entry
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def _extract_timestamp(self, data: Dict[str, Any]) -> Optional[datetime]:
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"""Extract timestamp from data dict."""
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for field in self.timestamp_fields:
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if field in data:
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value = data[field]
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if isinstance(value, (int, float)):
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return datetime.fromtimestamp(value)
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elif isinstance(value, str):
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try:
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return datetime.fromisoformat(value.replace("Z", "+00:00"))
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except ValueError:
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pass
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return None
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def _extract_field(self, data: Dict[str, Any], fields: List[str]) -> Optional[str]:
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"""Extract first matching field from data."""
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for field in fields:
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if field in data and data[field] is not None:
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value = data[field]
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if isinstance(value, str):
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return value
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return str(value)
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return None
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def parse_batch(self, lines: List[str]) -> List[ParsedLogEntry]:
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"""Parse multiple lines, handling multi-line JSON."""
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results = []
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buffer = ""
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line_number = 0
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for line in lines:
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line_number += 1
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line_stripped = line.strip()
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if not line_stripped:
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continue
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if buffer:
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buffer += line_stripped
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else:
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buffer = line_stripped
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try:
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data = orjson.loads(buffer)
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entry = self._create_entry_from_data(data, line, line_number)
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results.append(entry)
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buffer = ""
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except orjson.JSONDecodeError:
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if line_stripped.startswith("{") or line_stripped.startswith("["):
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if line_stripped.endswith("}") or line_stripped.endswith("]"):
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results.append(ParsedLogEntry(
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raw_line=line,
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message="Invalid JSON",
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line_number=line_number,
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severity="error"
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))
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buffer = ""
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elif buffer.endswith("}") or buffer.endswith("]"):
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try:
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data = orjson.loads(buffer)
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entry = self._create_entry_from_data(data, buffer, line_number)
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results.append(entry)
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except orjson.JSONDecodeError:
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results.append(ParsedLogEntry(
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raw_line=buffer,
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message="Invalid JSON",
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line_number=line_number,
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severity="error"
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))
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buffer = ""
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elif len(buffer) > 10000:
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results.append(ParsedLogEntry(
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raw_line=buffer[:100] + "...",
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message="JSON too large to parse",
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line_number=line_number,
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severity="error"
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))
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buffer = ""
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return results
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def _create_entry_from_data(self, data: Any, raw_line: str, line_number: int) -> ParsedLogEntry:
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"""Create ParsedLogEntry from parsed JSON data."""
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entry = ParsedLogEntry(
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raw_line=raw_line,
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line_number=line_number
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)
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if isinstance(data, dict):
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entry.timestamp = self._extract_timestamp(data)
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entry.level = self._extract_field(data, self.level_fields)
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entry.message = self._extract_field(data, self.message_fields)
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entry.logger = self._extract_field(data, self.logger_fields)
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entry.extra = {k: v for k, v in data.items()
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if k not in self.timestamp_fields
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and k not in self.level_fields
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and k not in self.message_fields
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and k not in self.logger_fields}
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else:
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entry.message = str(data)
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return entry
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