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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Unreleased

[1.20.0] - 2025-02-05

Added

  • Add on_spot_discontinue parameter for instance OS volumes. Previously the policy was always 'keep_detached', now it can be set to 'move_to_trash' or 'delete_permanently': 
    instance = verda_client.instances.create(
    hostname='test-instance',
    location=Locations.FIN_03,
    instance_type='CPU.4V.16G',
    description='test cpu instance',
    image='ubuntu-22.04',
    is_spot=True,
    ssh_key_ids=[ssh_key.id],
    os_volume=OSVolume(
        name='test-os-volume-spot',
        size=56,
        on_spot_discontinue='delete_permanently',
    ),
)
  • Add delete_permanently parameter for instance delete action. When set, volume_ids will be deleted in one go, skipping trash: 
    verda.instances.action(
    instance.id, 'delete',
    volume_ids=[instance.os_volume_id],
    delete_permanently=True,
)

[1.18.0] - 2025-12-31

Added

  • Add shared_volumes attribute to Cluster class

[1.18.0] - 2025-12-31

Added

  • Clusters support

[1.17.4] - 2025-11-28

Added

  • Add datacrunch -> verda migration guide

[1.17.3] - 2025-11-27

Fixed

  • datacrunch: fix imports from datacrunch.instances.instances and other similar modules

Changed

  • verda: removed repeating submodules like .instances.instances.
  • verda: renamed .InferenceClient.inference_client module to .inference_client.

Was:

from datacrunch.instances.instances import InstancesService
from datacrunch.InferenceClient.inference_client import InferenceClient

Now:

from verda.instances import InstancesService
from verda.inference_client import InferenceClient

[1.17.2] - 2025-11-27

Fixed

  • Fix imports from datacrunch.* modules

[1.17.1] - 2025-11-27

Changed

  • datacrunch package now imports verda, tracking its releases
  • Moved DataCrunchClient and .datacrunch sub-module into compatibility datacrunch package

[1.17.0] - 2025-11-26

Highlights

Deprecated

  • DataCrunchClient and datacrunch are deprecated, please change your imports to VerdaClient and verda.

Was:

uv add datacrunch
pip install datacrunch
from datacrunch import DataCrunchClient

datacrunch = DataCrunchClient(...)
datacrunch.instances.create(...)

Now:

uv add verda
pip install verda
from verda import VerdaClient

verda = VerdaClient(...)
verda.instances.create(...)

Added

  • Added shared filesystem (SFS) type constant and example

Changed

  • Refactor instance_types.py to use dataclass
  • Put back support for Python 3.10
  • Default API base URL is now https://api.verda.com/v1

[1.16.0] - 2025-10-27

Changed

  • Changed default datacenter location to FIN-03
  • Migrated to uv
  • Removed datacrunch.__version__.VERSION. Use standard importlib.metadata.version() instead: 
    from importlib.metadata import version
print(version('datacrunch'))
  • Migrated to Ruff for linting
  • Upgraded pytest

If you are working on the library itself, do a fresh clone or upgrade your local development environment in-place:

# remove old environment
rm -rf datacrunch.egg-info/ .venv/ datacrunch_env/

# create new environment and install dependencies
uv sync

# run example
uv run python examples/simple_create_instance.py

Added

  • Added constants for FIN-02 and FIN-03.

[1.15.0] - 2025-10-23

Added

  • Added max_wait_time, initial_interval, max_interval, backoff_coefficient keyword arguments to instances.create()

Changed

  • Cap instances.create() retry interval to 5 seconds; add exponential backoff; increase default max_wait_time from 60 to 180 seconds

[1.14.0] - 2025-08-15

Added

  • Added SharedFileSystemMount class for container sfs support
  • Added SecretMount and GeneralStorageMount classes that inherit from base VolumeMount

Changed

  • Removed support for python 3.9 as it doesn't support kw_only and reaches EOS state in 2 months

[1.13.2] - 2025-06-04

Changed

  • Add SecretMount class for container deployments

[1.13.1] - 2025-05-22

Changed

  • Trigger publish package github action only when a released is published
  • Async inference example: longer sleep() duration when polling for inference status

Fixed

  • Removed a forgotten and redundant print

[1.13.0] - 2025-05-21

Changed

  • This file and CONTRIBUTING.rst to markdown
  • Updated inference status enum from numerical to meaningful string values

Fixed

  • Github action publish package release trigger value

1.12.1 - 2025-05-13

Fixed

  • Inference examples docs generation

Changed

  • Inference status enum from numerical to meaningful string values

1.12.0 - 2025-05-12

Added

  • Support for fileset secrets

1.11.0 - 2025-04-28

Added

  • Example for calling the inference endpoint with a minimal client
  • Missing doc generation for inference examples

Changed

  • Refactored instances.py to use dataclasses and google docstring style

1.10.0 - 2025-04-17

Changed

  • Updated version for release

1.9.1 - 2025-04-17

Added

  • Inference client to run inference requests and get status and results
  • Support for asynchronous inference

1.9.0 - 2025-04-04

Added

  • Environment variables to container deployment example
  • size_in_mb parameter to VolumeMount class
  • Memory volume mount type

Changed

  • Updated examples image from fastai to ubuntu-24.04-cuda-12.8-open-docker
  • Consistent naming and load of credentials from env variables in examples

1.8.4 - 2025-03-25

Added

  • Readthedocs configuration file

1.8.3 - 2025-03-25

Changed

  • Updated documentation

1.8.2 - 2025-03-25

Added

  • Missing packages to setup requirements

1.8.1 - 2025-03-24 [YANKED]

Removed

  • Container name from deployment creation

1.8.0 - 2025-03-24 [YANKED]

Added

  • Support for containers

1.7.3 - 2025-03-07

Fixed

  • Type for contract and pricing parameters

1.7.1 - 2025-03-06

Added

  • Contract and pricing parameters in datacrunch.instances.create()

1.7.0 - 2024-11-21

Fixed

  • Methods volumes.increase_size() and volumes.get()

1.6.1 - 2023-10-02

Added

  • Spot price to instance types

1.6.0 - 2023-09-15

Added

  • Locations endpoint and location code parameter to the availability endpoints

1.5.0 - 2023-06-28

Added

  • Location constants

Changed

  • Refactored the code to send location_code instead of location when creating an instance or a volume

1.4.1 - 2023-06-20

Fixed

  • Bug where token refresh failed

1.4.0 - 2023-06-14

Added

  • Support for permanent deletion of volumes
  • Volume class method that inits a new Volume instance from a dict
  • Integration tests for permanent deletion of volumes

1.3.0 - 2023-05-25

Added

  • Support for volume cloning

1.2.0 - 2023-04-24

Added

  • Support for deploying a new instance with existing volumes

1.1.2 - 2023-03-02

Fixed

  • Bug where the wrong property name was used

1.1.1 - 2023-02-23

Fixed

  • Bug where the authentication refresh token flow did not update the token values

1.1.0 - 2023-01-20

Added

  • Support for checking availability for a spot instance

Changed

  • Updated two github actions to run on fixed version of ubuntu because the latest one is missing python 3.6
  • Added more versions of python to be used on two github actions

1.0.10 - 2022-10-18

Added

  • Support for adding a coupon code when deploying a new instance

1.0.9 - 2022-09-16

Added

  • is_spot property to the Instance class, now possible to deploy a spot instance
  • Implemented __str__ method for Instance, Volume and Image Classes, now possible to print instances

1.0.8 - 2021-12-20

Added

  • ssh_key_ids property for Volume entity
  • Test coverage for ssh_key_ids

1.0.7 - 2021-10-13

Fixed

  • The previous bug in a different method

1.0.6 - 2021-10-12

Fixed

  • Bug where initializing an instance without ssh keys raises an exception

1.0.5 - 2021-09-27

Added

  • Option to set OS volume size and name on instance creation

1.0.4 - 2021-07-01

Added

  • Constants documentation

1.0.3 - 2021-07-01

Added

  • Missing volumes documentation

1.0.2 - 2021-06-16

Added

  • Examples to documentation

1.0.1 - 2021-06-16

Changed

  • Updated version

1.0.0 - 2021-06-16

Added

  • Support for storage volumes

Changed

  • Breaking change: moved all constants under DataCrunchClient to DataCrunchClient.constants

0.1.0 - 2021-01-05

Added

  • First release, still in beta.