timestep 13.0.0a40

Timestep CLI - free, local-first, open-source AI

Timestep

Timestep CLI - free, local-first, open-source AI

Project Structure

src/timestep/
│
├── infra/                  # Infrastructure management
│   ├── cloud/              # Cloud instance management
│   │   └── cloud_instance_controller.py
│   │       - Manages cloud instances using Apache Libcloud
│   │
│   ├── k3s/                # K3s Kubernetes cluster management
│   │   └── k3s_cluster_controller.py
│   │       - Manages K3s Kubernetes clusters
│   │
│   └── sky/                # SkyPilot workload management
│       └── sky_workload_controller.py
│           - Manages computational workloads using SkyPilot
│
|── pipelines/             # Pipelines
|   ├── data_engineering/  # Data engineering pipeline
|   │   └── task.yaml
|   │       - SkyPilot task specification
|   ├── machine_learning/   # Machine learning pipeline
|   │   └── task.yaml
|   │       - SkyPilot task specification
|   ├── model_deployment/   # Model deployment pipeline
|   │   └── task.yaml
|   │       - SkyPilot task specification
|   └── model_monitoring/   # Model monitoring pipeline
|       └── task.yaml
|           - SkyPilot task specification
|
└── services/              # Services
    ├── backend/           # Backend service
    │   └── main.py
    │       - FastAPI backend service
    │
    └── frontend/          # Frontend service
        └── main.py
            - Flet frontend service

Development Setup:

$ python3 -m pip install --upgrade pip
$ python3 -m pip install --user pipx
$ python3 -m pipx ensurepath
$ pipx install poetry==1.8.3
$ cp .env.example .env
$ direnv allow # See https://direnv.net/#getting-started
$ make
$ timestep up --dev

Library Setup:

$ python3 -m pip install --upgrade pip
$ python3 -m pip install --user pipx
$ python3 -m pipx ensurepath
$ pipx install timestep
$ timestep up

Usage:

$ timestep [OPTIONS] COMMAND [ARGS]...

Options:

• --install-completion: Install completion for the current shell.
• --show-completion: Show completion for the current shell, to copy it or customize the installation.
• --help: Show this message and exit.

Commands:

• up: Start up the Timestep platform.

timestep up

Start up the Timestep platform.

Usage:

$ timestep up [OPTIONS]

Options:

• --accept-defaults / --no-accept-defaults: Accept defaults and skip prompts [default: no-accept-defaults]
• --allowed-image-ids TEXT: Allowed image IDs to filter by [default: ami-0e7c4f6b17a66658a]
• --allowed-image-names TEXT: Allowed image names to filter by [default: 24.04 LTS, 24.04 (LTS) x64, Ubuntu 24.04 LTS]
• --allowed-location-countries TEXT: Allowed location countries to filter by
• --allowed-location-ids TEXT: Allowed location IDs to filter by
• --allowed-location-names TEXT: Allowed location names to filter by
• --down / --no-down: Down [default: no-down]
• --min-bandwidth INTEGER: Minimum bandwidth in GB
• --min-cpu INTEGER: Minimum CPU count [default: 2]
• --min-disk INTEGER: Minimum disk size in GB [default: 10]
• --min-ram INTEGER: Minimum RAM in MB [default: 4000]
• --name TEXT: Name [default: timestep]
• --providers TEXT: Providers to filter by
• --ssh-key TEXT: Path to the SSH key [default: ~/.ssh/id_ed25519]
• --help: Show this message and exit.