Python SDK for the fast, file-backed, scalable JSON token engine

Fast B-tree–backed token store for stateful user sessions
Provides authentication and authorization across multiple processes
Optimized for vertical scaling on a single server

Installation

pip install crudjt

How to use

• One process starts the master
• All other processes connect to it

Start CRUDJT master (once)

Start the CRUDJT master when your application boots

Only one process can do this for a single token storage

The master process manages sessions and coordination
All functions can also be used directly from it

For containerized deployments, see: Start CRUDJT master in Docker

Generate a new secret key (terminal)

export CRUDJT_SECRET_KEY=$(openssl rand -base64 48)

Start master (python)

from crudjt import CRUDJT
import os

CRUDJT.Config.start_master(
  secret_key=os.environ['CRUDJT_SECRET_KEY'],
  store_jt_path='path/to/local/storage', # optional
  grpc_host='127.0.0.1', # default
  grpc_port=50051 # default
)

Important: Use the same secret_key across all sessions. If the key changes, previously stored tokens cannot be decrypted and will return nil or false

Start CRUDJT master in Docker

Create a docker-compose.yml file:

services:
  crudjt-server:
    image: crudjt/crudjt-server:latest
    restart: unless-stopped

    ports:
      - "${CRUDJT_CLIENT_PORT:-50051}:50051"

    volumes:
      - "${STORE_JT:-./store_jt}:/app/store_jt"
      - "${CRUDJT_SECRETS:-./crudjt_secrets}:/app/secrets"

    environment:
      CRUDJT_DOCKER_HOST: 0.0.0.0
      CRUDJT_DOCKER_PORT: 50051

Start the server:

docker-compose up -d

Ensure the secrets directory contains your secret key file at ./crudjt_secrets/secret_key.txt

For configuration details and image versions, see the CRUDJT Server on Docker Hub

Connect to an existing CRUDJT master

Use this in all other processes

Typical examples:

• multiple local processes
• background jobs
• forked processes

from crudjt import CRUDJT

CRUDJT.Config.connect_to_master(
  grpc_host='127.0.0.1', # default
  grpc_port=50051 # default
)

Process layout

App boot
├─ Process A → start_master
├─ Process B → connect_to_master
└─ Process C → connect_to_master

C

data = {'user_id': 42, 'role': 11} # required
ttl = 3600 * 24 * 30 # optional: token lifetime (seconds)

# Optional: read limit
# Each read decrements the counter
# When it reaches zero — the token is deleted
silence_read = 10

token = CRUDJT.create(data, ttl, silence_read)
# token == 'HBmKFXoXgJ46mCqer1WXyQ'

# To disable token expiration or read limits, pass `None`
CRUDJT.create({'user_id': 42, 'role': 11}, None, None)

R

result = CRUDJT.read('HBmKFXoXgJ46mCqer1WXyQ')
# result == {'metadata': {'ttl': 101001, 'silence_read': 9}, 'data': {'user_id': 42, 'role': 11}}

# When expired or not found token
result = CRUDJT.read('HBmKFXoXgJ46mCqer1WXyQ')
# result == None

U

data = {'user_id': 42, 'role': 8}
# `None` disables limits
ttl = 600
silence_read = 100

result = CRUDJT.update('HBmKFXoXgJ46mCqer1WXyQ', data, ttl, silence_read)
# result == True

# When expired or not found token
result = CRUDJT.update('HBmKFXoXgJ46mCqer1WXyQ', { 'user_id': 42, 'role': 8 })
# result == False

D

result = CRUDJT.delete('HBmKFXoXgJ46mCqer1WXyQ')
# result == True

# When expired or not found token
result = CRUDJT.delete('HBmKFXoXgJ46mCqer1WXyQ')
# result == False

Performance

40 000 requests up to 256 bytes — median over 10 runs
macOS 15.7.4, ARM64 (Apple M1)
Python 3.13.7
In-process benchmark; Redis accessed via localhost TCP

Function	CRUDJT (Python)	JWT (Python)	redis-session-store (Ruby, Rails 8.0.2.1)
C	0.338 second	0.458 second	2.909 seconds
R	0.030 second	0.594 second	4.436 seconds
U	0.554 second	X	2.124 seconds
D	0.230 second	X	3.984 seconds

Benchmarks shown here are from a previous version of CRUDJT. For current performance metrics, see the GitHub repository

Full benchmark results

Storage (File-backed)

Disk footprint

40 000 tokens of 256 bytes each — median over 10 creates
darwin23, APFS

48 MB

Full disk footprint results

Path Lookup Order

Stored tokens are placed in the file system according to the following order

1. Explicitly set via CRUDJT.Config.start_master(store_jt_path='custom/path/to/file_system_db')
2. Default system location
   • Linux: /var/lib/store_jt
   • macOS: /usr/local/var/store_jt
   • Windows: C:\Program Files\store_jt
3. Project root directory (fallback)

Storage Characteristics

• CRUDJT automatically removing expired tokens after start and every 24 hours without blocking the main thread
• Storage automatically fsyncs every 500ms, meanwhile tokens ​​are available from cache

Multi-process Coordination

For multi-process scenarios, CRUDJT uses gRPC over an insecure local port for same-host communication only. It is not intended for inter-machine or internet-facing usage

Limits

The library has the following limits and requirements

• Python version: tested with 3.12.5
• Supported platforms: Linux, macOS, Windows (x86_64 / arm64)
• Maximum json size per token: 256 bytes
• secret_key format: must be Base64
• secret_key size: must be 32, 48, or 64 bytes

Contact & Support

• Custom integrations / new features / collaboration: support@crudjt.com
• Library support & bug reports: open an issue

Lincense

CRUDJT is released under the MIT License

💘 Shoot your g . ? Love me out via Patreon Sponsors!