Spaces:
Sleeping
Implement atomic activity ingestion with schema validation and commit tracking
Browse filesFEATURES:
- 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.
- activity_ingestion.py +307 -0
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| 1 |
+
"""Activity Ingestion Function with Atomic Operations and Commit Tracking
|
| 2 |
+
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| 3 |
+
This module provides schema-compliant activity logging with:
|
| 4 |
+
- Atomic row additions (all-or-nothing operations)
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| 5 |
+
- Schema validation and error handling
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| 6 |
+
- Request ID and timestamp generation
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| 7 |
+
- Full commit tracking for rollback and versioning
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| 8 |
+
- Comprehensive error logging
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| 9 |
+
"""
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| 10 |
+
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| 11 |
+
import csv
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| 12 |
+
import os
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| 13 |
+
import uuid
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| 14 |
+
from datetime import datetime, timezone
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| 15 |
+
from typing import Dict, Optional, Tuple
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| 16 |
+
import fcntl
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| 17 |
+
import tempfile
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| 18 |
+
import shutil
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| 19 |
+
from pathlib import Path
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| 20 |
+
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| 21 |
+
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| 22 |
+
# Schema Definition (v1.0)
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| 23 |
+
SCHEMA_VERSION = "1.0"
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| 24 |
+
REQUIRED_FIELDS = ['timestamp', 'agent_id', 'activity_type', 'entity_id', 'status', 'notes', 'context']
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| 25 |
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VALID_STATUS_VALUES = ['created', 'success', 'failed', 'in_progress', 'warning', 'error']
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| 26 |
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VALID_ACTIVITY_TYPES = ['init', 'validate', 'ingest', 'update', 'delete', 'query', 'commit', 'rollback']
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| 27 |
+
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| 28 |
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| 29 |
+
class ActivityIngestionError(Exception):
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| 30 |
+
"""Base exception for activity ingestion errors"""
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| 31 |
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pass
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| 32 |
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| 33 |
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| 34 |
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class SchemaValidationError(ActivityIngestionError):
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| 35 |
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"""Schema validation failed"""
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| 36 |
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pass
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| 37 |
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| 38 |
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| 39 |
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class AtomicWriteError(ActivityIngestionError):
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| 40 |
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"""Atomic write operation failed"""
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| 41 |
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pass
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| 42 |
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| 43 |
+
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| 44 |
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def generate_request_id() -> str:
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| 45 |
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"""Generate unique request ID for tracking"""
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| 46 |
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return f"req_{uuid.uuid4().hex[:16]}"
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| 47 |
+
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| 48 |
+
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| 49 |
+
def generate_timestamp() -> str:
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| 50 |
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"""Generate ISO 8601 timestamp in UTC"""
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| 51 |
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return datetime.now(timezone.utc).isoformat().replace('+00:00', 'Z')
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| 52 |
+
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| 53 |
+
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| 54 |
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def validate_activity_record(record: Dict[str, str]) -> Tuple[bool, Optional[str]]:
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| 55 |
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"""Validate activity record against schema
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| 56 |
+
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| 57 |
+
Args:
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| 58 |
+
record: Dictionary containing activity data
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| 59 |
+
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| 60 |
+
Returns:
|
| 61 |
+
Tuple of (is_valid, error_message)
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| 62 |
+
"""
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| 63 |
+
# Check required fields
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| 64 |
+
missing_fields = [f for f in REQUIRED_FIELDS if f not in record or not record[f]]
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| 65 |
+
if missing_fields:
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| 66 |
+
return False, f"Missing required fields: {', '.join(missing_fields)}"
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| 67 |
+
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| 68 |
+
# Validate status value
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| 69 |
+
if record['status'] not in VALID_STATUS_VALUES:
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| 70 |
+
return False, f"Invalid status '{record['status']}'. Must be one of: {', '.join(VALID_STATUS_VALUES)}"
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| 71 |
+
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| 72 |
+
# Validate activity_type
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| 73 |
+
if record['activity_type'] not in VALID_ACTIVITY_TYPES:
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| 74 |
+
return False, f"Invalid activity_type '{record['activity_type']}'. Must be one of: {', '.join(VALID_ACTIVITY_TYPES)}"
|
| 75 |
+
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| 76 |
+
# Validate timestamp format (ISO 8601)
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| 77 |
+
try:
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| 78 |
+
datetime.fromisoformat(record['timestamp'].replace('Z', '+00:00'))
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| 79 |
+
except ValueError:
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| 80 |
+
return False, f"Invalid timestamp format. Expected ISO 8601, got: {record['timestamp']}"
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| 81 |
+
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| 82 |
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return True, None
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| 83 |
+
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| 84 |
+
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| 85 |
+
def atomic_append_activity(filepath: str, record: Dict[str, str], request_id: Optional[str] = None) -> Dict[str, any]:
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| 86 |
+
"""Atomically append activity record to CSV file with full error handling
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| 87 |
+
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| 88 |
+
Args:
|
| 89 |
+
filepath: Path to activity_log.csv file
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| 90 |
+
record: Activity record dictionary
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| 91 |
+
request_id: Optional request ID (generated if not provided)
|
| 92 |
+
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| 93 |
+
Returns:
|
| 94 |
+
Dictionary with operation status:
|
| 95 |
+
{
|
| 96 |
+
'success': bool,
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| 97 |
+
'request_id': str,
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| 98 |
+
'timestamp': str,
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| 99 |
+
'error': Optional[str],
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| 100 |
+
'commit_hash': Optional[str],
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| 101 |
+
'record': Dict
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| 102 |
+
}
|
| 103 |
+
"""
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| 104 |
+
# Generate request_id if not provided
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| 105 |
+
if not request_id:
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| 106 |
+
request_id = generate_request_id()
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| 107 |
+
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| 108 |
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# Generate timestamp if not in record
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| 109 |
+
if 'timestamp' not in record or not record['timestamp']:
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| 110 |
+
record['timestamp'] = generate_timestamp()
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| 111 |
+
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| 112 |
+
operation_timestamp = generate_timestamp()
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| 113 |
+
result = {
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| 114 |
+
'success': False,
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| 115 |
+
'request_id': request_id,
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| 116 |
+
'timestamp': operation_timestamp,
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| 117 |
+
'error': None,
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| 118 |
+
'commit_hash': None,
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| 119 |
+
'record': record.copy()
|
| 120 |
+
}
|
| 121 |
+
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| 122 |
+
try:
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| 123 |
+
# Validate record schema
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| 124 |
+
is_valid, error_msg = validate_activity_record(record)
|
| 125 |
+
if not is_valid:
|
| 126 |
+
raise SchemaValidationError(error_msg)
|
| 127 |
+
|
| 128 |
+
# Ensure file exists with header
|
| 129 |
+
filepath = Path(filepath)
|
| 130 |
+
if not filepath.exists():
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| 131 |
+
filepath.parent.mkdir(parents=True, exist_ok=True)
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| 132 |
+
with open(filepath, 'w', newline='') as f:
|
| 133 |
+
writer = csv.DictWriter(f, fieldnames=REQUIRED_FIELDS)
|
| 134 |
+
writer.writeheader()
|
| 135 |
+
|
| 136 |
+
# Atomic write using temp file and rename
|
| 137 |
+
temp_fd, temp_path = tempfile.mkstemp(dir=filepath.parent, prefix='.activity_log_', suffix='.tmp')
|
| 138 |
+
|
| 139 |
+
try:
|
| 140 |
+
# Acquire exclusive lock for atomic operation
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| 141 |
+
with open(filepath, 'r') as source:
|
| 142 |
+
fcntl.flock(source.fileno(), fcntl.LOCK_EX)
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| 143 |
+
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| 144 |
+
try:
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| 145 |
+
# Copy existing content to temp file
|
| 146 |
+
with os.fdopen(temp_fd, 'w', newline='') as temp_file:
|
| 147 |
+
reader = csv.DictReader(source)
|
| 148 |
+
writer = csv.DictWriter(temp_file, fieldnames=REQUIRED_FIELDS)
|
| 149 |
+
|
| 150 |
+
# Write header
|
| 151 |
+
writer.writeheader()
|
| 152 |
+
|
| 153 |
+
# Copy existing rows
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| 154 |
+
for row in reader:
|
| 155 |
+
writer.writerow(row)
|
| 156 |
+
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| 157 |
+
# Append new record
|
| 158 |
+
writer.writerow(record)
|
| 159 |
+
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| 160 |
+
# Atomic rename (replaces original file)
|
| 161 |
+
shutil.move(temp_path, filepath)
|
| 162 |
+
result['success'] = True
|
| 163 |
+
|
| 164 |
+
finally:
|
| 165 |
+
fcntl.flock(source.fileno(), fcntl.LOCK_UN)
|
| 166 |
+
|
| 167 |
+
except Exception as e:
|
| 168 |
+
# Clean up temp file on error
|
| 169 |
+
if os.path.exists(temp_path):
|
| 170 |
+
os.unlink(temp_path)
|
| 171 |
+
raise AtomicWriteError(f"Atomic write failed: {str(e)}")
|
| 172 |
+
|
| 173 |
+
# Log successful operation
|
| 174 |
+
result['commit_hash'] = _generate_commit_hash(record, request_id)
|
| 175 |
+
_log_operation(request_id, 'ingest', 'success', record)
|
| 176 |
+
|
| 177 |
+
except (SchemaValidationError, AtomicWriteError, Exception) as e:
|
| 178 |
+
result['error'] = str(e)
|
| 179 |
+
result['success'] = False
|
| 180 |
+
_log_operation(request_id, 'ingest', 'error', record, error=str(e))
|
| 181 |
+
|
| 182 |
+
return result
|
| 183 |
+
|
| 184 |
+
|
| 185 |
+
def _generate_commit_hash(record: Dict[str, str], request_id: str) -> str:
|
| 186 |
+
"""Generate pseudo-commit hash for tracking"""
|
| 187 |
+
import hashlib
|
| 188 |
+
data = f"{request_id}:{record['timestamp']}:{record['agent_id']}:{record['activity_type']}"
|
| 189 |
+
return hashlib.sha256(data.encode()).hexdigest()[:16]
|
| 190 |
+
|
| 191 |
+
|
| 192 |
+
def _log_operation(request_id: str, operation: str, status: str, record: Dict, error: Optional[str] = None):
|
| 193 |
+
"""Log operation to error/audit log file"""
|
| 194 |
+
log_file = Path('activity_ingestion.log')
|
| 195 |
+
timestamp = generate_timestamp()
|
| 196 |
+
|
| 197 |
+
log_entry = {
|
| 198 |
+
'timestamp': timestamp,
|
| 199 |
+
'request_id': request_id,
|
| 200 |
+
'operation': operation,
|
| 201 |
+
'status': status,
|
| 202 |
+
'agent_id': record.get('agent_id', 'unknown'),
|
| 203 |
+
'activity_type': record.get('activity_type', 'unknown'),
|
| 204 |
+
'error': error or ''
|
| 205 |
+
}
|
| 206 |
+
|
| 207 |
+
with open(log_file, 'a') as f:
|
| 208 |
+
f.write(f"{log_entry}\n")
|
| 209 |
+
|
| 210 |
+
|
| 211 |
+
def test_ingestion():
|
| 212 |
+
"""Test cases for activity ingestion validation"""
|
| 213 |
+
print("=== Activity Ingestion Function Tests ===")
|
| 214 |
+
print()
|
| 215 |
+
|
| 216 |
+
# Test 1: Valid record insertion
|
| 217 |
+
print("Test 1: Valid record insertion")
|
| 218 |
+
valid_record = {
|
| 219 |
+
'timestamp': generate_timestamp(),
|
| 220 |
+
'agent_id': 'test_agent',
|
| 221 |
+
'activity_type': 'ingest',
|
| 222 |
+
'entity_id': 'test_entity_001',
|
| 223 |
+
'status': 'success',
|
| 224 |
+
'notes': 'Test record for validation',
|
| 225 |
+
'context': 'Unit test - valid case'
|
| 226 |
+
}
|
| 227 |
+
result = atomic_append_activity('activity_log.csv', valid_record)
|
| 228 |
+
print(f" Result: {'PASS' if result['success'] else 'FAIL'}")
|
| 229 |
+
print(f" Request ID: {result['request_id']}")
|
| 230 |
+
print(f" Timestamp: {result['timestamp']}")
|
| 231 |
+
if result['success']:
|
| 232 |
+
print(f" Commit Hash: {result['commit_hash']}")
|
| 233 |
+
else:
|
| 234 |
+
print(f" Error: {result['error']}")
|
| 235 |
+
print()
|
| 236 |
+
|
| 237 |
+
# Test 2: Missing required field
|
| 238 |
+
print("Test 2: Missing required field (should fail)")
|
| 239 |
+
invalid_record = {
|
| 240 |
+
'timestamp': generate_timestamp(),
|
| 241 |
+
'agent_id': 'test_agent',
|
| 242 |
+
'activity_type': 'ingest',
|
| 243 |
+
# Missing 'entity_id'
|
| 244 |
+
'status': 'success',
|
| 245 |
+
'notes': 'This should fail',
|
| 246 |
+
'context': 'Unit test - invalid case'
|
| 247 |
+
}
|
| 248 |
+
result = atomic_append_activity('activity_log.csv', invalid_record)
|
| 249 |
+
print(f" Result: {'PASS (correctly rejected)' if not result['success'] else 'FAIL (should have rejected)'}")
|
| 250 |
+
print(f" Error: {result['error']}")
|
| 251 |
+
print()
|
| 252 |
+
|
| 253 |
+
# Test 3: Invalid status value
|
| 254 |
+
print("Test 3: Invalid status value (should fail)")
|
| 255 |
+
invalid_status = {
|
| 256 |
+
'timestamp': generate_timestamp(),
|
| 257 |
+
'agent_id': 'test_agent',
|
| 258 |
+
'activity_type': 'ingest',
|
| 259 |
+
'entity_id': 'test_entity_003',
|
| 260 |
+
'status': 'invalid_status', # Invalid
|
| 261 |
+
'notes': 'This should fail',
|
| 262 |
+
'context': 'Unit test - invalid status'
|
| 263 |
+
}
|
| 264 |
+
result = atomic_append_activity('activity_log.csv', invalid_status)
|
| 265 |
+
print(f" Result: {'PASS (correctly rejected)' if not result['success'] else 'FAIL (should have rejected)'}")
|
| 266 |
+
print(f" Error: {result['error']}")
|
| 267 |
+
print()
|
| 268 |
+
|
| 269 |
+
# Test 4: Auto-generated timestamp
|
| 270 |
+
print("Test 4: Auto-generated timestamp")
|
| 271 |
+
auto_timestamp = {
|
| 272 |
+
'agent_id': 'test_agent',
|
| 273 |
+
'activity_type': 'validate',
|
| 274 |
+
'entity_id': 'test_entity_004',
|
| 275 |
+
'status': 'success',
|
| 276 |
+
'notes': 'Timestamp should be auto-generated',
|
| 277 |
+
'context': 'Unit test - auto timestamp'
|
| 278 |
+
}
|
| 279 |
+
result = atomic_append_activity('activity_log.csv', auto_timestamp)
|
| 280 |
+
print(f" Result: {'PASS' if result['success'] else 'FAIL'}")
|
| 281 |
+
print(f" Generated Timestamp: {result['record']['timestamp']}")
|
| 282 |
+
print()
|
| 283 |
+
|
| 284 |
+
# Test 5: Multiple concurrent inserts (simulate race condition safety)
|
| 285 |
+
print("Test 5: Concurrent insert safety")
|
| 286 |
+
for i in range(3):
|
| 287 |
+
record = {
|
| 288 |
+
'timestamp': generate_timestamp(),
|
| 289 |
+
'agent_id': f'concurrent_agent_{i}',
|
| 290 |
+
'activity_type': 'ingest',
|
| 291 |
+
'entity_id': f'concurrent_entity_{i}',
|
| 292 |
+
'status': 'success',
|
| 293 |
+
'notes': f'Concurrent test insert {i}',
|
| 294 |
+
'context': 'Unit test - concurrent safety'
|
| 295 |
+
}
|
| 296 |
+
result = atomic_append_activity('activity_log.csv', record)
|
| 297 |
+
print(f" Insert {i}: {'PASS' if result['success'] else 'FAIL'}")
|
| 298 |
+
print()
|
| 299 |
+
|
| 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()
|