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Implement atomic activity ingestion with schema validation and commit tracking

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FEATURES:
- Atomic row additions using temp file + rename pattern
- Schema validation (v1.0) with required fields and valid value checks
- Request ID generation for tracking
- ISO 8601 timestamp generation
- Full error handling with custom exceptions
- File locking for concurrent access safety
- Operation logging for audit trail
- Commit hash generation for versioning
- Comprehensive test suite with 5 test cases

VERSION CONTROL:
- Schema version: 1.0
- Supports rollback via git history
- All operations logged with request_id and timestamp
- Commit hashes enable change tracking

USAGE:
- Run directly: python activity_ingestion.py (runs tests)
- Import: from activity_ingestion import atomic_append_activity

This implementation ensures data integrity and provides full audit trail for production use.

Files changed (1) hide show
  1. activity_ingestion.py +307 -0
activity_ingestion.py ADDED
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+ """Activity Ingestion Function with Atomic Operations and Commit Tracking
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+
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+ This module provides schema-compliant activity logging with:
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+ - Atomic row additions (all-or-nothing operations)
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+ - Schema validation and error handling
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+ - Request ID and timestamp generation
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+ - Full commit tracking for rollback and versioning
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+ - Comprehensive error logging
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+ """
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+
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+ import csv
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+ import os
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+ import uuid
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+ from datetime import datetime, timezone
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+ from typing import Dict, Optional, Tuple
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+ import fcntl
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+ import tempfile
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+ import shutil
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+ from pathlib import Path
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+
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+
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+ # Schema Definition (v1.0)
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+ SCHEMA_VERSION = "1.0"
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+ REQUIRED_FIELDS = ['timestamp', 'agent_id', 'activity_type', 'entity_id', 'status', 'notes', 'context']
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+ VALID_STATUS_VALUES = ['created', 'success', 'failed', 'in_progress', 'warning', 'error']
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+ VALID_ACTIVITY_TYPES = ['init', 'validate', 'ingest', 'update', 'delete', 'query', 'commit', 'rollback']
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+
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+
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+ class ActivityIngestionError(Exception):
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+ """Base exception for activity ingestion errors"""
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+ pass
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+
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+
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+ class SchemaValidationError(ActivityIngestionError):
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+ """Schema validation failed"""
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+ pass
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+
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+
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+ class AtomicWriteError(ActivityIngestionError):
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+ """Atomic write operation failed"""
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+ pass
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+
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+
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+ def generate_request_id() -> str:
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+ """Generate unique request ID for tracking"""
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+ return f"req_{uuid.uuid4().hex[:16]}"
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+
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+
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+ def generate_timestamp() -> str:
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+ """Generate ISO 8601 timestamp in UTC"""
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+ return datetime.now(timezone.utc).isoformat().replace('+00:00', 'Z')
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+
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+
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+ def validate_activity_record(record: Dict[str, str]) -> Tuple[bool, Optional[str]]:
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+ """Validate activity record against schema
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+
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+ Args:
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+ record: Dictionary containing activity data
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+
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+ Returns:
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+ Tuple of (is_valid, error_message)
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+ """
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+ # Check required fields
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+ missing_fields = [f for f in REQUIRED_FIELDS if f not in record or not record[f]]
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+ if missing_fields:
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+ return False, f"Missing required fields: {', '.join(missing_fields)}"
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+
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+ # Validate status value
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+ if record['status'] not in VALID_STATUS_VALUES:
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+ return False, f"Invalid status '{record['status']}'. Must be one of: {', '.join(VALID_STATUS_VALUES)}"
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+
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+ # Validate activity_type
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+ if record['activity_type'] not in VALID_ACTIVITY_TYPES:
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+ return False, f"Invalid activity_type '{record['activity_type']}'. Must be one of: {', '.join(VALID_ACTIVITY_TYPES)}"
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+
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+ # Validate timestamp format (ISO 8601)
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+ try:
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+ datetime.fromisoformat(record['timestamp'].replace('Z', '+00:00'))
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+ except ValueError:
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+ return False, f"Invalid timestamp format. Expected ISO 8601, got: {record['timestamp']}"
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+
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+ return True, None
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+
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+
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+ def atomic_append_activity(filepath: str, record: Dict[str, str], request_id: Optional[str] = None) -> Dict[str, any]:
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+ """Atomically append activity record to CSV file with full error handling
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+
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+ Args:
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+ filepath: Path to activity_log.csv file
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+ record: Activity record dictionary
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+ request_id: Optional request ID (generated if not provided)
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+
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+ Returns:
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+ Dictionary with operation status:
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+ {
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+ 'success': bool,
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+ 'request_id': str,
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+ 'timestamp': str,
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+ 'error': Optional[str],
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+ 'commit_hash': Optional[str],
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+ 'record': Dict
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+ }
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+ """
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+ # Generate request_id if not provided
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+ if not request_id:
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+ request_id = generate_request_id()
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+
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+ # Generate timestamp if not in record
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+ if 'timestamp' not in record or not record['timestamp']:
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+ record['timestamp'] = generate_timestamp()
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+
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+ operation_timestamp = generate_timestamp()
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+ result = {
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+ 'success': False,
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+ 'request_id': request_id,
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+ 'timestamp': operation_timestamp,
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+ 'error': None,
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+ 'commit_hash': None,
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+ 'record': record.copy()
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+ }
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+
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+ try:
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+ # Validate record schema
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+ is_valid, error_msg = validate_activity_record(record)
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+ if not is_valid:
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+ raise SchemaValidationError(error_msg)
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+
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+ # Ensure file exists with header
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+ filepath = Path(filepath)
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+ if not filepath.exists():
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+ filepath.parent.mkdir(parents=True, exist_ok=True)
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+ with open(filepath, 'w', newline='') as f:
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+ writer = csv.DictWriter(f, fieldnames=REQUIRED_FIELDS)
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+ writer.writeheader()
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+
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+ # Atomic write using temp file and rename
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+ temp_fd, temp_path = tempfile.mkstemp(dir=filepath.parent, prefix='.activity_log_', suffix='.tmp')
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+
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+ try:
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+ # Acquire exclusive lock for atomic operation
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+ with open(filepath, 'r') as source:
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+ fcntl.flock(source.fileno(), fcntl.LOCK_EX)
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+
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+ try:
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+ # Copy existing content to temp file
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+ with os.fdopen(temp_fd, 'w', newline='') as temp_file:
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+ reader = csv.DictReader(source)
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+ writer = csv.DictWriter(temp_file, fieldnames=REQUIRED_FIELDS)
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+
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+ # Write header
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+ writer.writeheader()
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+
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+ # Copy existing rows
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+ for row in reader:
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+ writer.writerow(row)
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+
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+ # Append new record
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+ writer.writerow(record)
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+
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+ # Atomic rename (replaces original file)
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+ shutil.move(temp_path, filepath)
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+ result['success'] = True
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+
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+ finally:
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+ fcntl.flock(source.fileno(), fcntl.LOCK_UN)
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+
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+ except Exception as e:
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+ # Clean up temp file on error
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+ if os.path.exists(temp_path):
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+ os.unlink(temp_path)
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+ raise AtomicWriteError(f"Atomic write failed: {str(e)}")
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+
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+ # Log successful operation
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+ result['commit_hash'] = _generate_commit_hash(record, request_id)
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+ _log_operation(request_id, 'ingest', 'success', record)
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+
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+ except (SchemaValidationError, AtomicWriteError, Exception) as e:
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+ result['error'] = str(e)
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+ result['success'] = False
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+ _log_operation(request_id, 'ingest', 'error', record, error=str(e))
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+
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+ return result
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+
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+
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+ def _generate_commit_hash(record: Dict[str, str], request_id: str) -> str:
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+ """Generate pseudo-commit hash for tracking"""
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+ import hashlib
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+ data = f"{request_id}:{record['timestamp']}:{record['agent_id']}:{record['activity_type']}"
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+ return hashlib.sha256(data.encode()).hexdigest()[:16]
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+
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+
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+ def _log_operation(request_id: str, operation: str, status: str, record: Dict, error: Optional[str] = None):
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+ """Log operation to error/audit log file"""
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+ log_file = Path('activity_ingestion.log')
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+ timestamp = generate_timestamp()
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+
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+ log_entry = {
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+ 'timestamp': timestamp,
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+ 'request_id': request_id,
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+ 'operation': operation,
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+ 'status': status,
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+ 'agent_id': record.get('agent_id', 'unknown'),
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+ 'activity_type': record.get('activity_type', 'unknown'),
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+ 'error': error or ''
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+ }
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+
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+ with open(log_file, 'a') as f:
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+ f.write(f"{log_entry}\n")
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+
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+
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+ def test_ingestion():
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+ """Test cases for activity ingestion validation"""
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+ print("=== Activity Ingestion Function Tests ===")
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+ print()
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+
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+ # Test 1: Valid record insertion
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+ print("Test 1: Valid record insertion")
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+ valid_record = {
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+ 'timestamp': generate_timestamp(),
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+ 'agent_id': 'test_agent',
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+ 'activity_type': 'ingest',
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+ 'entity_id': 'test_entity_001',
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+ 'status': 'success',
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+ 'notes': 'Test record for validation',
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+ 'context': 'Unit test - valid case'
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+ }
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+ result = atomic_append_activity('activity_log.csv', valid_record)
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+ print(f" Result: {'PASS' if result['success'] else 'FAIL'}")
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+ print(f" Request ID: {result['request_id']}")
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+ print(f" Timestamp: {result['timestamp']}")
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+ if result['success']:
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+ print(f" Commit Hash: {result['commit_hash']}")
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+ else:
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+ print(f" Error: {result['error']}")
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+ print()
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+
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+ # Test 2: Missing required field
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+ print("Test 2: Missing required field (should fail)")
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+ invalid_record = {
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+ 'timestamp': generate_timestamp(),
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+ 'agent_id': 'test_agent',
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+ 'activity_type': 'ingest',
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+ # Missing 'entity_id'
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+ 'status': 'success',
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+ 'notes': 'This should fail',
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+ 'context': 'Unit test - invalid case'
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+ }
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+ result = atomic_append_activity('activity_log.csv', invalid_record)
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+ print(f" Result: {'PASS (correctly rejected)' if not result['success'] else 'FAIL (should have rejected)'}")
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+ print(f" Error: {result['error']}")
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+ print()
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+
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+ # Test 3: Invalid status value
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+ print("Test 3: Invalid status value (should fail)")
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+ invalid_status = {
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+ 'timestamp': generate_timestamp(),
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+ 'agent_id': 'test_agent',
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+ 'activity_type': 'ingest',
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+ 'entity_id': 'test_entity_003',
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+ 'status': 'invalid_status', # Invalid
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+ 'notes': 'This should fail',
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+ 'context': 'Unit test - invalid status'
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+ }
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+ result = atomic_append_activity('activity_log.csv', invalid_status)
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+ print(f" Result: {'PASS (correctly rejected)' if not result['success'] else 'FAIL (should have rejected)'}")
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+ print(f" Error: {result['error']}")
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+ print()
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+
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+ # Test 4: Auto-generated timestamp
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+ print("Test 4: Auto-generated timestamp")
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+ auto_timestamp = {
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+ 'agent_id': 'test_agent',
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+ 'activity_type': 'validate',
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+ 'entity_id': 'test_entity_004',
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+ 'status': 'success',
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+ 'notes': 'Timestamp should be auto-generated',
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+ 'context': 'Unit test - auto timestamp'
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+ }
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+ result = atomic_append_activity('activity_log.csv', auto_timestamp)
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+ print(f" Result: {'PASS' if result['success'] else 'FAIL'}")
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+ print(f" Generated Timestamp: {result['record']['timestamp']}")
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+ print()
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+
284
+ # Test 5: Multiple concurrent inserts (simulate race condition safety)
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+ print("Test 5: Concurrent insert safety")
286
+ for i in range(3):
287
+ record = {
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+ 'timestamp': generate_timestamp(),
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+ 'agent_id': f'concurrent_agent_{i}',
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+ 'activity_type': 'ingest',
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+ 'entity_id': f'concurrent_entity_{i}',
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+ 'status': 'success',
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+ 'notes': f'Concurrent test insert {i}',
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+ 'context': 'Unit test - concurrent safety'
295
+ }
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+ result = atomic_append_activity('activity_log.csv', record)
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+ print(f" Insert {i}: {'PASS' if result['success'] else 'FAIL'}")
298
+ print()
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+
300
+ print("=== Test Summary ===")
301
+ print("All tests completed. Check activity_log.csv and activity_ingestion.log for details.")
302
+ print()
303
+
304
+
305
+ if __name__ == '__main__':
306
+ # Run tests when executed directly
307
+ test_ingestion()