# SignLedger
**SignLedger** is a production-ready Python library for immutable audit logging with cryptographic verification. Built for compliance, security, and trust, SignLedger provides blockchain-inspired tamper-proof logging for critical applications.
## Features
- **Immutable Audit Logs**: Write-once, tamper-proof entries with hash chain verification
- **Cryptographic Signatures**: RSA, ECDSA, and Ed25519 digital signatures for non-repudiation
- **Hash Chain Integrity**: SHA-256/SHA-512/SHA-3 cryptographic linking of entries
- **Multiple Storage Backends**: In-memory, SQLite, PostgreSQL, MongoDB support
- **High Performance**: 2,000+ transactions per second with batch operations
- **Compression**: 50-70% storage reduction with zlib, gzip, lz4, or zstd
- **Framework Integration**: Built-in support for Django, Flask, and FastAPI
- **Thread-Safe**: Production-ready concurrent access with RLock protection
- **Type-Safe**: Full type hints and Pydantic v2 validation
## Installation
```bash
pip install signledger
```
### Optional Dependencies
```bash
# PostgreSQL backend
pip install signledger[postgresql]
# MongoDB backend
pip install signledger[mongodb]
# All backends
pip install signledger[all]
# Framework integrations
pip install signledger[django]
pip install signledger[flask]
pip install signledger[fastapi]
```
## Quick Start
```python
from signledger import Ledger
from signledger.backends import InMemoryBackend
# Create a ledger
ledger = Ledger(backend=InMemoryBackend())
# Append entries
entry = ledger.append({
"action": "user_login",
"user_id": "user123",
"ip_address": "192.168.1.1"
})
# Query entries
entries = list(ledger.get_entries(limit=10))
# Verify integrity
is_valid = ledger.verify_integrity() # Returns True
# Get statistics
stats = ledger.get_stats()
print(f"Total entries: {stats.total_entries}")
```
## Use Cases
### 1. Financial Transaction Logging
Immutable audit trails for banking and financial services compliance (SOX, PCI-DSS).
```python
from signledger import Ledger
from signledger.backends import SQLiteBackend
from signledger.crypto.signatures import RSASigner
from datetime import datetime
# Initialize ledger with signature support
signer = RSASigner()
ledger = Ledger(
backend=SQLiteBackend("financial_audit.db"),
enable_signatures=True
)
# Log financial transaction
entry = ledger.append(
data={
"transaction_id": "TXN123456",
"account_from": "ACC001",
"account_to": "ACC002",
"amount": 15000.00,
"currency": "USD",
"timestamp": datetime.utcnow().isoformat(),
"operator_id": "OPR789"
},
metadata={
"compliance": "SOX",
"category": "wire_transfer"
},
sign=True,
signer=signer.sign
)
# Verify signature later
is_valid = signer.verify(entry.hash, entry.signature)
```
### 2. Healthcare Access Logs (HIPAA Compliance)
Track all access to protected health information (PHI) with non-repudiation.
```python
from signledger import Ledger
from signledger.backends import PostgreSQLBackend
# HIPAA-compliant audit logging
ledger = Ledger(
backend=PostgreSQLBackend(
host="localhost",
database="healthcare_audit",
user="audit_user",
password="secure_password"
)
)
# Log PHI access
ledger.append({
"event_type": "PHI_ACCESS",
"patient_id": "P123456",
"accessed_by": "DR_SMITH",
"access_type": "READ",
"data_accessed": ["medical_history", "prescriptions"],
"purpose": "treatment",
"facility": "General Hospital"
})
```
### 3. Supply Chain Provenance
Track product journey from manufacture to delivery.
```python
from signledger import Ledger
ledger = Ledger()
# Manufacture
ledger.append({
"event": "manufactured",
"product_id": "PROD-2024-001",
"batch": "BATCH-A123",
"location": "Factory Shanghai",
"quality_check": "PASSED"
})
# Shipping
ledger.append({
"event": "shipped",
"product_id": "PROD-2024-001",
"carrier": "DHL",
"tracking": "DHL123456789",
"destination": "Warehouse NYC"
})
# Delivery
ledger.append({
"event": "delivered",
"product_id": "PROD-2024-001",
"recipient": "John Doe",
"signature": "base64_signature_data"
})
# Query product history
product_history = ledger.query(
lambda e: e.data.get("product_id") == "PROD-2024-001"
)
```
### 4. Software Deployment Audit
Track all production deployments with approval workflows.
```python
from signledger import Ledger
ledger = Ledger()
# Log deployment
ledger.append({
"deployment_id": "DEPLOY-2024-042",
"application": "api-service",
"version": "v2.3.1",
"environment": "production",
"deployed_by": "deploy_bot",
"approved_by": ["alice@company.com", "bob@company.com"],
"commit_sha": "a1b2c3d4",
"rollback_plan": "automatic",
"health_check": "PASSED"
})
```
### 5. Database Change Tracking
Immutable record of all database schema and data changes.
```python
from signledger import Ledger
ledger = Ledger()
# Track schema change
ledger.append({
"change_type": "schema_migration",
"database": "production_db",
"migration_id": "20240101_add_user_roles",
"sql": "ALTER TABLE users ADD COLUMN role VARCHAR(50)",
"executed_by": "admin",
"rollback_sql": "ALTER TABLE users DROP COLUMN role"
})
```
## Framework Integration
### Django Integration
```python
# settings.py
INSTALLED_APPS = [
...
'signledger.integrations.django',
]
SIGNLEDGER = {
'BACKEND': 'signledger.backends.PostgreSQLBackend',
'OPTIONS': {
'host': 'localhost',
'database': 'audit_log',
'user': 'postgres',
'password': 'password'
},
'ENABLE_SIGNATURES': True,
'AUTO_VERIFY': True
}
# views.py
from signledger.integrations.django import get_ledger
def transfer_money(request):
ledger = get_ledger()
# Perform transaction
transaction = process_transfer(request.data)
# Log to immutable ledger
ledger.append({
"action": "money_transfer",
"user": request.user.id,
"amount": transaction.amount,
"status": "completed"
})
return JsonResponse({"status": "success"})
```
### Flask Integration
```python
from flask import Flask
from signledger import Ledger
from signledger.backends import SQLiteBackend
app = Flask(__name__)
# Initialize ledger
ledger = Ledger(backend=SQLiteBackend("audit.db"))
@app.before_request
def log_request():
"""Log all API requests"""
from flask import request
if request.endpoint:
ledger.append({
"event": "api_request",
"method": request.method,
"endpoint": request.endpoint,
"ip": request.remote_addr,
"user_agent": request.user_agent.string
})
@app.route('/api/transfer', methods=['POST'])
def transfer():
data = request.json
# Process transfer
result = process_payment(data)
# Log transaction
ledger.append({
"action": "payment",
"from": data['from_account'],
"to": data['to_account'],
"amount": data['amount'],
"status": result['status']
})
return jsonify(result)
@app.route('/api/audit/verify', methods=['GET'])
def verify_integrity():
"""Verify ledger integrity"""
is_valid = ledger.verify_integrity()
stats = ledger.get_stats()
return jsonify({
"integrity": is_valid,
"total_entries": stats.total_entries,
"last_entry": stats.last_entry_time.isoformat() if stats.last_entry_time else None
})
if __name__ == '__main__':
app.run()
```
### FastAPI Integration
```python
from fastapi import FastAPI, HTTPException
from signledger import Ledger
from signledger.backends import PostgreSQLBackend
from pydantic import BaseModel
from datetime import datetime
app = FastAPI()
# Initialize ledger
ledger = Ledger(
backend=PostgreSQLBackend(
host="localhost",
database="audit_db",
user="postgres",
password="password"
)
)
class Transaction(BaseModel):
from_account: str
to_account: str
amount: float
description: str
@app.post("/api/transaction")
async def create_transaction(txn: Transaction):
"""Process and audit a transaction"""
# Log transaction
entry = await ledger.append_async({
"type": "transaction",
"from": txn.from_account,
"to": txn.to_account,
"amount": txn.amount,
"description": txn.description,
"timestamp": datetime.utcnow().isoformat()
})
return {
"transaction_id": entry.id,
"hash": entry.hash,
"timestamp": entry.timestamp
}
@app.get("/api/audit/entries")
async def get_audit_entries(limit: int = 100):
"""Retrieve recent audit entries"""
entries = list(ledger.get_entries(limit=limit))
return {
"entries": [
{
"id": e.id,
"timestamp": e.timestamp.isoformat(),
"data": e.data,
"hash": e.hash
}
for e in entries
]
}
@app.get("/api/audit/verify")
async def verify_audit_integrity():
"""Verify ledger integrity"""
try:
is_valid = await ledger.verify_integrity_async()
stats = ledger.get_stats()
return {
"valid": is_valid,
"total_entries": stats.total_entries,
"first_entry": stats.first_entry_time.isoformat() if stats.first_entry_time else None,
"last_entry": stats.last_entry_time.isoformat() if stats.last_entry_time else None
}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
```
### Celery Integration
```python
from celery import Celery
from signledger import Ledger
from signledger.backends import RedisBackend
app = Celery('tasks', broker='redis://localhost:6379')
ledger = Ledger(backend=RedisBackend(host='localhost', port=6379))
@app.task
def process_order(order_id):
"""Process order and log to audit trail"""
# Process order
result = handle_order(order_id)
# Log to ledger
ledger.append({
"task": "process_order",
"order_id": order_id,
"status": result['status'],
"processed_at": datetime.utcnow().isoformat()
})
return result
```
### Simple Python Program
```python
from signledger import Ledger
from signledger.backends import InMemoryBackend
from datetime import datetime
def main():
# Create ledger
ledger = Ledger(backend=InMemoryBackend())
# Simulate user activities
activities = [
{"user": "alice", "action": "login", "ip": "192.168.1.10"},
{"user": "alice", "action": "view_document", "doc_id": "DOC123"},
{"user": "bob", "action": "login", "ip": "192.168.1.11"},
{"user": "alice", "action": "edit_document", "doc_id": "DOC123"},
{"user": "bob", "action": "delete_document", "doc_id": "DOC456"},
]
# Log activities
for activity in activities:
activity["timestamp"] = datetime.utcnow().isoformat()
entry = ledger.append(activity)
print(f"Logged: {entry.id} - {activity['action']}")
# Query specific user's activities
alice_activities = ledger.query(
lambda e: e.data.get("user") == "alice"
)
print(f"\nAlice's activities: {len(alice_activities)}")
for entry in alice_activities:
print(f" - {entry.data['action']} at {entry.timestamp}")
# Verify integrity
is_valid = ledger.verify_integrity()
print(f"\nLedger integrity: {'VALID' if is_valid else 'INVALID'}")
# Get statistics
stats = ledger.get_stats()
print(f"Total entries: {stats.total_entries}")
print(f"First entry: {stats.first_entry_time}")
print(f"Last entry: {stats.last_entry_time}")
if __name__ == "__main__":
main()
```
## Advanced Features
### Batch Operations
```python
from signledger.core.batch import BatchProcessor
# High-throughput batch processing
batch = BatchProcessor(ledger, batch_size=1000)
for i in range(10000):
batch.add_entry({"transaction_id": f"TXN{i}", "amount": i * 100})
batch.flush() # Commit remaining entries
```
### Compression
```python
from signledger.compression import Compressor
# Enable compression for storage optimization
ledger = Ledger(
backend=SQLiteBackend("audit.db"),
compression=Compressor(algorithm="zstd", level=3)
)
```
### Merkle Tree Verification
```python
from signledger.crypto.merkle import MerkleTree
# Build Merkle tree from entries
entries = list(ledger.get_entries())
merkle_tree = MerkleTree()
for entry in entries:
merkle_tree.add_leaf(entry.hash)
merkle_tree.build()
# Get Merkle root
root_hash = merkle_tree.get_root()
# Verify specific entry
proof = merkle_tree.get_proof(0)
is_valid = merkle_tree.verify_proof(proof, entries[0].hash, root_hash)
```
### Cryptographic Signatures
```python
from signledger.crypto.signatures import RSASigner, ECDSASigner, Ed25519Signer
# RSA signatures
rsa_signer = RSASigner(key_size=2048)
entry = ledger.append(
{"action": "critical_operation"},
sign=True,
signer=rsa_signer.sign
)
# ECDSA signatures (faster, smaller)
ecdsa_signer = ECDSASigner(curve="secp256k1")
entry = ledger.append(
{"action": "blockchain_transaction"},
sign=True,
signer=ecdsa_signer.sign
)
# Ed25519 signatures (modern, fast)
ed_signer = Ed25519Signer()
entry = ledger.append(
{"action": "secure_message"},
sign=True,
signer=ed_signer.sign
)
```
## Storage Backends
### SQLite (Default for Small-Medium Deployments)
```python
from signledger.backends import SQLiteBackend
ledger = Ledger(backend=SQLiteBackend("audit.db"))
```
### PostgreSQL (Recommended for Production)
```python
from signledger.backends import PostgreSQLBackend
ledger = Ledger(
backend=PostgreSQLBackend(
host="localhost",
port=5432,
database="audit_log",
user="postgres",
password="secure_password"
)
)
```
### MongoDB (Document-Oriented)
```python
from signledger.backends import MongoDBBackend
ledger = Ledger(
backend=MongoDBBackend(
host="localhost",
port=27017,
database="audit_db",
collection="ledger_entries"
)
)
```
### In-Memory (Testing/Development)
```python
from signledger.backends import InMemoryBackend
ledger = Ledger(backend=InMemoryBackend())
```
## Performance
SignLedger is optimized for high-throughput audit logging:
- **Write Performance**: 2,000+ entries/second (batch mode: 10,000+/sec)
- **Read Performance**: 50,000+ entries/second with caching
- **Verification**: Full integrity check of 100,000 entries in ~2 seconds
- **Storage Efficiency**: 50-70% reduction with compression
- **Memory Usage**: ~1MB per 1,000 entries (without compression)
## Security
- **Immutability**: Entries cannot be modified after creation (Pydantic frozen models)
- **Hash Chain**: Tamper detection through cryptographic linking
- **Digital Signatures**: Non-repudiation with RSA/ECDSA/Ed25519
- **Integrity Verification**: Automatic or on-demand verification
- **Thread Safety**: Production-ready concurrent access protection
## Requirements
- Python 3.8+
- pydantic >= 2.0.0
- cryptography >= 41.0.0
## License
MIT License
## Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
## Support
- GitHub Issues: https://github.com/vipin08/signledger/issues
- Documentation: https://github.com/vipin08/signledger
## Changelog
### Version 1.0.0 (Initial Release)
- Immutable audit logging with hash chain verification
- Multiple storage backends (SQLite, PostgreSQL, MongoDB, In-Memory)
- Cryptographic signatures (RSA, ECDSA, Ed25519)
- Framework integrations (Django, Flask, FastAPI)
- Batch operations for high-throughput scenarios
- Compression support (zlib, gzip, lz4, zstd)
- Thread-safe operations
- Full type hints and Pydantic v2 validation
Raw data
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"name": "signledger",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.8",
"maintainer_email": null,
"keywords": "audit logging immutable ledger blockchain cryptography compliance security",
"author": "Vipin Kumar",
"author_email": "vipin08@example.com",
"download_url": null,
"platform": null,
"description": "# SignLedger\n\n**SignLedger** is a production-ready Python library for immutable audit logging with cryptographic verification. Built for compliance, security, and trust, SignLedger provides blockchain-inspired tamper-proof logging for critical applications.\n\n## Features\n\n- **Immutable Audit Logs**: Write-once, tamper-proof entries with hash chain verification\n- **Cryptographic Signatures**: RSA, ECDSA, and Ed25519 digital signatures for non-repudiation\n- **Hash Chain Integrity**: SHA-256/SHA-512/SHA-3 cryptographic linking of entries\n- **Multiple Storage Backends**: In-memory, SQLite, PostgreSQL, MongoDB support\n- **High Performance**: 2,000+ transactions per second with batch operations\n- **Compression**: 50-70% storage reduction with zlib, gzip, lz4, or zstd\n- **Framework Integration**: Built-in support for Django, Flask, and FastAPI\n- **Thread-Safe**: Production-ready concurrent access with RLock protection\n- **Type-Safe**: Full type hints and Pydantic v2 validation\n\n## Installation\n\n```bash\npip install signledger\n```\n\n### Optional Dependencies\n\n```bash\n# PostgreSQL backend\npip install signledger[postgresql]\n\n# MongoDB backend\npip install signledger[mongodb]\n\n# All backends\npip install signledger[all]\n\n# Framework integrations\npip install signledger[django]\npip install signledger[flask]\npip install signledger[fastapi]\n```\n\n## Quick Start\n\n```python\nfrom signledger import Ledger\nfrom signledger.backends import InMemoryBackend\n\n# Create a ledger\nledger = Ledger(backend=InMemoryBackend())\n\n# Append entries\nentry = ledger.append({\n \"action\": \"user_login\",\n \"user_id\": \"user123\",\n \"ip_address\": \"192.168.1.1\"\n})\n\n# Query entries\nentries = list(ledger.get_entries(limit=10))\n\n# Verify integrity\nis_valid = ledger.verify_integrity() # Returns True\n\n# Get statistics\nstats = ledger.get_stats()\nprint(f\"Total entries: {stats.total_entries}\")\n```\n\n## Use Cases\n\n### 1. Financial Transaction Logging\n\nImmutable audit trails for banking and financial services compliance (SOX, PCI-DSS).\n\n```python\nfrom signledger import Ledger\nfrom signledger.backends import SQLiteBackend\nfrom signledger.crypto.signatures import RSASigner\nfrom datetime import datetime\n\n# Initialize ledger with signature support\nsigner = RSASigner()\nledger = Ledger(\n backend=SQLiteBackend(\"financial_audit.db\"),\n enable_signatures=True\n)\n\n# Log financial transaction\nentry = ledger.append(\n data={\n \"transaction_id\": \"TXN123456\",\n \"account_from\": \"ACC001\",\n \"account_to\": \"ACC002\",\n \"amount\": 15000.00,\n \"currency\": \"USD\",\n \"timestamp\": datetime.utcnow().isoformat(),\n \"operator_id\": \"OPR789\"\n },\n metadata={\n \"compliance\": \"SOX\",\n \"category\": \"wire_transfer\"\n },\n sign=True,\n signer=signer.sign\n)\n\n# Verify signature later\nis_valid = signer.verify(entry.hash, entry.signature)\n```\n\n### 2. Healthcare Access Logs (HIPAA Compliance)\n\nTrack all access to protected health information (PHI) with non-repudiation.\n\n```python\nfrom signledger import Ledger\nfrom signledger.backends import PostgreSQLBackend\n\n# HIPAA-compliant audit logging\nledger = Ledger(\n backend=PostgreSQLBackend(\n host=\"localhost\",\n database=\"healthcare_audit\",\n user=\"audit_user\",\n password=\"secure_password\"\n )\n)\n\n# Log PHI access\nledger.append({\n \"event_type\": \"PHI_ACCESS\",\n \"patient_id\": \"P123456\",\n \"accessed_by\": \"DR_SMITH\",\n \"access_type\": \"READ\",\n \"data_accessed\": [\"medical_history\", \"prescriptions\"],\n \"purpose\": \"treatment\",\n \"facility\": \"General Hospital\"\n})\n```\n\n### 3. Supply Chain Provenance\n\nTrack product journey from manufacture to delivery.\n\n```python\nfrom signledger import Ledger\n\nledger = Ledger()\n\n# Manufacture\nledger.append({\n \"event\": \"manufactured\",\n \"product_id\": \"PROD-2024-001\",\n \"batch\": \"BATCH-A123\",\n \"location\": \"Factory Shanghai\",\n \"quality_check\": \"PASSED\"\n})\n\n# Shipping\nledger.append({\n \"event\": \"shipped\",\n \"product_id\": \"PROD-2024-001\",\n \"carrier\": \"DHL\",\n \"tracking\": \"DHL123456789\",\n \"destination\": \"Warehouse NYC\"\n})\n\n# Delivery\nledger.append({\n \"event\": \"delivered\",\n \"product_id\": \"PROD-2024-001\",\n \"recipient\": \"John Doe\",\n \"signature\": \"base64_signature_data\"\n})\n\n# Query product history\nproduct_history = ledger.query(\n lambda e: e.data.get(\"product_id\") == \"PROD-2024-001\"\n)\n```\n\n### 4. Software Deployment Audit\n\nTrack all production deployments with approval workflows.\n\n```python\nfrom signledger import Ledger\n\nledger = Ledger()\n\n# Log deployment\nledger.append({\n \"deployment_id\": \"DEPLOY-2024-042\",\n \"application\": \"api-service\",\n \"version\": \"v2.3.1\",\n \"environment\": \"production\",\n \"deployed_by\": \"deploy_bot\",\n \"approved_by\": [\"alice@company.com\", \"bob@company.com\"],\n \"commit_sha\": \"a1b2c3d4\",\n \"rollback_plan\": \"automatic\",\n \"health_check\": \"PASSED\"\n})\n```\n\n### 5. Database Change Tracking\n\nImmutable record of all database schema and data changes.\n\n```python\nfrom signledger import Ledger\n\nledger = Ledger()\n\n# Track schema change\nledger.append({\n \"change_type\": \"schema_migration\",\n \"database\": \"production_db\",\n \"migration_id\": \"20240101_add_user_roles\",\n \"sql\": \"ALTER TABLE users ADD COLUMN role VARCHAR(50)\",\n \"executed_by\": \"admin\",\n \"rollback_sql\": \"ALTER TABLE users DROP COLUMN role\"\n})\n```\n\n## Framework Integration\n\n### Django Integration\n\n```python\n# settings.py\nINSTALLED_APPS = [\n ...\n 'signledger.integrations.django',\n]\n\nSIGNLEDGER = {\n 'BACKEND': 'signledger.backends.PostgreSQLBackend',\n 'OPTIONS': {\n 'host': 'localhost',\n 'database': 'audit_log',\n 'user': 'postgres',\n 'password': 'password'\n },\n 'ENABLE_SIGNATURES': True,\n 'AUTO_VERIFY': True\n}\n\n# views.py\nfrom signledger.integrations.django import get_ledger\n\ndef transfer_money(request):\n ledger = get_ledger()\n\n # Perform transaction\n transaction = process_transfer(request.data)\n\n # Log to immutable ledger\n ledger.append({\n \"action\": \"money_transfer\",\n \"user\": request.user.id,\n \"amount\": transaction.amount,\n \"status\": \"completed\"\n })\n\n return JsonResponse({\"status\": \"success\"})\n```\n\n### Flask Integration\n\n```python\nfrom flask import Flask\nfrom signledger import Ledger\nfrom signledger.backends import SQLiteBackend\n\napp = Flask(__name__)\n\n# Initialize ledger\nledger = Ledger(backend=SQLiteBackend(\"audit.db\"))\n\n@app.before_request\ndef log_request():\n \"\"\"Log all API requests\"\"\"\n from flask import request\n\n if request.endpoint:\n ledger.append({\n \"event\": \"api_request\",\n \"method\": request.method,\n \"endpoint\": request.endpoint,\n \"ip\": request.remote_addr,\n \"user_agent\": request.user_agent.string\n })\n\n@app.route('/api/transfer', methods=['POST'])\ndef transfer():\n data = request.json\n\n # Process transfer\n result = process_payment(data)\n\n # Log transaction\n ledger.append({\n \"action\": \"payment\",\n \"from\": data['from_account'],\n \"to\": data['to_account'],\n \"amount\": data['amount'],\n \"status\": result['status']\n })\n\n return jsonify(result)\n\n@app.route('/api/audit/verify', methods=['GET'])\ndef verify_integrity():\n \"\"\"Verify ledger integrity\"\"\"\n is_valid = ledger.verify_integrity()\n stats = ledger.get_stats()\n\n return jsonify({\n \"integrity\": is_valid,\n \"total_entries\": stats.total_entries,\n \"last_entry\": stats.last_entry_time.isoformat() if stats.last_entry_time else None\n })\n\nif __name__ == '__main__':\n app.run()\n```\n\n### FastAPI Integration\n\n```python\nfrom fastapi import FastAPI, HTTPException\nfrom signledger import Ledger\nfrom signledger.backends import PostgreSQLBackend\nfrom pydantic import BaseModel\nfrom datetime import datetime\n\napp = FastAPI()\n\n# Initialize ledger\nledger = Ledger(\n backend=PostgreSQLBackend(\n host=\"localhost\",\n database=\"audit_db\",\n user=\"postgres\",\n password=\"password\"\n )\n)\n\nclass Transaction(BaseModel):\n from_account: str\n to_account: str\n amount: float\n description: str\n\n@app.post(\"/api/transaction\")\nasync def create_transaction(txn: Transaction):\n \"\"\"Process and audit a transaction\"\"\"\n\n # Log transaction\n entry = await ledger.append_async({\n \"type\": \"transaction\",\n \"from\": txn.from_account,\n \"to\": txn.to_account,\n \"amount\": txn.amount,\n \"description\": txn.description,\n \"timestamp\": datetime.utcnow().isoformat()\n })\n\n return {\n \"transaction_id\": entry.id,\n \"hash\": entry.hash,\n \"timestamp\": entry.timestamp\n }\n\n@app.get(\"/api/audit/entries\")\nasync def get_audit_entries(limit: int = 100):\n \"\"\"Retrieve recent audit entries\"\"\"\n entries = list(ledger.get_entries(limit=limit))\n\n return {\n \"entries\": [\n {\n \"id\": e.id,\n \"timestamp\": e.timestamp.isoformat(),\n \"data\": e.data,\n \"hash\": e.hash\n }\n for e in entries\n ]\n }\n\n@app.get(\"/api/audit/verify\")\nasync def verify_audit_integrity():\n \"\"\"Verify ledger integrity\"\"\"\n try:\n is_valid = await ledger.verify_integrity_async()\n stats = ledger.get_stats()\n\n return {\n \"valid\": is_valid,\n \"total_entries\": stats.total_entries,\n \"first_entry\": stats.first_entry_time.isoformat() if stats.first_entry_time else None,\n \"last_entry\": stats.last_entry_time.isoformat() if stats.last_entry_time else None\n }\n except Exception as e:\n raise HTTPException(status_code=500, detail=str(e))\n```\n\n### Celery Integration\n\n```python\nfrom celery import Celery\nfrom signledger import Ledger\nfrom signledger.backends import RedisBackend\n\napp = Celery('tasks', broker='redis://localhost:6379')\nledger = Ledger(backend=RedisBackend(host='localhost', port=6379))\n\n@app.task\ndef process_order(order_id):\n \"\"\"Process order and log to audit trail\"\"\"\n\n # Process order\n result = handle_order(order_id)\n\n # Log to ledger\n ledger.append({\n \"task\": \"process_order\",\n \"order_id\": order_id,\n \"status\": result['status'],\n \"processed_at\": datetime.utcnow().isoformat()\n })\n\n return result\n```\n\n### Simple Python Program\n\n```python\nfrom signledger import Ledger\nfrom signledger.backends import InMemoryBackend\nfrom datetime import datetime\n\ndef main():\n # Create ledger\n ledger = Ledger(backend=InMemoryBackend())\n\n # Simulate user activities\n activities = [\n {\"user\": \"alice\", \"action\": \"login\", \"ip\": \"192.168.1.10\"},\n {\"user\": \"alice\", \"action\": \"view_document\", \"doc_id\": \"DOC123\"},\n {\"user\": \"bob\", \"action\": \"login\", \"ip\": \"192.168.1.11\"},\n {\"user\": \"alice\", \"action\": \"edit_document\", \"doc_id\": \"DOC123\"},\n {\"user\": \"bob\", \"action\": \"delete_document\", \"doc_id\": \"DOC456\"},\n ]\n\n # Log activities\n for activity in activities:\n activity[\"timestamp\"] = datetime.utcnow().isoformat()\n entry = ledger.append(activity)\n print(f\"Logged: {entry.id} - {activity['action']}\")\n\n # Query specific user's activities\n alice_activities = ledger.query(\n lambda e: e.data.get(\"user\") == \"alice\"\n )\n\n print(f\"\\nAlice's activities: {len(alice_activities)}\")\n for entry in alice_activities:\n print(f\" - {entry.data['action']} at {entry.timestamp}\")\n\n # Verify integrity\n is_valid = ledger.verify_integrity()\n print(f\"\\nLedger integrity: {'VALID' if is_valid else 'INVALID'}\")\n\n # Get statistics\n stats = ledger.get_stats()\n print(f\"Total entries: {stats.total_entries}\")\n print(f\"First entry: {stats.first_entry_time}\")\n print(f\"Last entry: {stats.last_entry_time}\")\n\nif __name__ == \"__main__\":\n main()\n```\n\n## Advanced Features\n\n### Batch Operations\n\n```python\nfrom signledger.core.batch import BatchProcessor\n\n# High-throughput batch processing\nbatch = BatchProcessor(ledger, batch_size=1000)\n\nfor i in range(10000):\n batch.add_entry({\"transaction_id\": f\"TXN{i}\", \"amount\": i * 100})\n\nbatch.flush() # Commit remaining entries\n```\n\n### Compression\n\n```python\nfrom signledger.compression import Compressor\n\n# Enable compression for storage optimization\nledger = Ledger(\n backend=SQLiteBackend(\"audit.db\"),\n compression=Compressor(algorithm=\"zstd\", level=3)\n)\n```\n\n### Merkle Tree Verification\n\n```python\nfrom signledger.crypto.merkle import MerkleTree\n\n# Build Merkle tree from entries\nentries = list(ledger.get_entries())\nmerkle_tree = MerkleTree()\n\nfor entry in entries:\n merkle_tree.add_leaf(entry.hash)\n\nmerkle_tree.build()\n\n# Get Merkle root\nroot_hash = merkle_tree.get_root()\n\n# Verify specific entry\nproof = merkle_tree.get_proof(0)\nis_valid = merkle_tree.verify_proof(proof, entries[0].hash, root_hash)\n```\n\n### Cryptographic Signatures\n\n```python\nfrom signledger.crypto.signatures import RSASigner, ECDSASigner, Ed25519Signer\n\n# RSA signatures\nrsa_signer = RSASigner(key_size=2048)\nentry = ledger.append(\n {\"action\": \"critical_operation\"},\n sign=True,\n signer=rsa_signer.sign\n)\n\n# ECDSA signatures (faster, smaller)\necdsa_signer = ECDSASigner(curve=\"secp256k1\")\nentry = ledger.append(\n {\"action\": \"blockchain_transaction\"},\n sign=True,\n signer=ecdsa_signer.sign\n)\n\n# Ed25519 signatures (modern, fast)\ned_signer = Ed25519Signer()\nentry = ledger.append(\n {\"action\": \"secure_message\"},\n sign=True,\n signer=ed_signer.sign\n)\n```\n\n## Storage Backends\n\n### SQLite (Default for Small-Medium Deployments)\n\n```python\nfrom signledger.backends import SQLiteBackend\n\nledger = Ledger(backend=SQLiteBackend(\"audit.db\"))\n```\n\n### PostgreSQL (Recommended for Production)\n\n```python\nfrom signledger.backends import PostgreSQLBackend\n\nledger = Ledger(\n backend=PostgreSQLBackend(\n host=\"localhost\",\n port=5432,\n database=\"audit_log\",\n user=\"postgres\",\n password=\"secure_password\"\n )\n)\n```\n\n### MongoDB (Document-Oriented)\n\n```python\nfrom signledger.backends import MongoDBBackend\n\nledger = Ledger(\n backend=MongoDBBackend(\n host=\"localhost\",\n port=27017,\n database=\"audit_db\",\n collection=\"ledger_entries\"\n )\n)\n```\n\n### In-Memory (Testing/Development)\n\n```python\nfrom signledger.backends import InMemoryBackend\n\nledger = Ledger(backend=InMemoryBackend())\n```\n\n## Performance\n\nSignLedger is optimized for high-throughput audit logging:\n\n- **Write Performance**: 2,000+ entries/second (batch mode: 10,000+/sec)\n- **Read Performance**: 50,000+ entries/second with caching\n- **Verification**: Full integrity check of 100,000 entries in ~2 seconds\n- **Storage Efficiency**: 50-70% reduction with compression\n- **Memory Usage**: ~1MB per 1,000 entries (without compression)\n\n## Security\n\n- **Immutability**: Entries cannot be modified after creation (Pydantic frozen models)\n- **Hash Chain**: Tamper detection through cryptographic linking\n- **Digital Signatures**: Non-repudiation with RSA/ECDSA/Ed25519\n- **Integrity Verification**: Automatic or on-demand verification\n- **Thread Safety**: Production-ready concurrent access protection\n\n## Requirements\n\n- Python 3.8+\n- pydantic >= 2.0.0\n- cryptography >= 41.0.0\n\n## License\n\nMIT License\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n\n## Support\n\n- GitHub Issues: https://github.com/vipin08/signledger/issues\n- Documentation: https://github.com/vipin08/signledger\n\n## Changelog\n\n### Version 1.0.0 (Initial Release)\n\n- Immutable audit logging with hash chain verification\n- Multiple storage backends (SQLite, PostgreSQL, MongoDB, In-Memory)\n- Cryptographic signatures (RSA, ECDSA, Ed25519)\n- Framework integrations (Django, Flask, FastAPI)\n- Batch operations for high-throughput scenarios\n- Compression support (zlib, gzip, lz4, zstd)\n- Thread-safe operations\n- Full type hints and Pydantic v2 validation\n",
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