CHANGELOG

All notable changes to this project will be documented in this file.
This project adheres to Semantic Versioning and Keep a Changelog.

0.5.85 - (2025-01-19)

New

Support login using JFrog credentials

Changes

Change no-chache to False as default
The SDK has deprecated support for Python 3.8 following its end of life

0.5.84 - (2024-10-10)

New

Fix version issues

0.5.83 - (2024-10-08)

New

Print execution id when invoking trigger_feature_set

0.5.82 - (2024-09-16)

New

Support cross-environment online serving replication
Upload data source - source code definition

0.5.81 - (2024-08-27)

New

Adding --environment for the configure option
Adding name argument to models build command

0.5.80 - (2024-08-16)

New

add Pandas On Spark to qwak sdk

Fixes

Add Pandas to feature-store extra package

0.5.79 - (2024-08-12)

0.5.78 - (2024-07-28)

New

Align Numpy version limitation to qwak-runtime

0.5.77 - (2024-07-04)

0.5.76 - (2024-07-04)

0.5.75 - (2024-07-04)

0.5.74 - (2024-07-04)

New

Support PySparkTransformation
Add feature-store extra

Changes

Remove logger setup from qwak_pandas

0.5.73 - (2024-07-01)

New

support for the get-token method in qwak client (core changes)

0.5.72 - (2024-06-24)

New

Add support for data source limit in validation of featureset registration

Fixes

Update qwak-inference to latest version

0.5.71 - (2024-06-13)

0.5.70 - (2024-06-11)

New

qwak-core upgraded to version 0.4.45

0.5.69 - (2024-06-06)

New

qwak-core upgraded to version 0.4.38

0.5.68 - (2024-05-30)

0.5.67 - (2024-05-27)

0.5.66 - (2024-05-21)

New

Updated the qwak-core version to include purchase option support for automations

0.5.65 - (2024-05-15)

New

New core version using presign v1 end point for data sources
Support --provision-instance-timeout flag for qwak models build command to control the timeout time (in minutes) of the 'Provisioning Instance' timeout phase.
Update qwak-inference to 0.1.16
Update qwak-core to 0.4.5
Support --sync flag for qwak models build to wait until the build is finished before returning.

0.5.64 - (2024-04-14)

New

Vector Store - support vector metrics: l1, dot, hamming

0.5.63 - (2024-04-07)

New

Added support to Python versions 3.10 and 3.11

0.5.62 - (2024-04-03)

New

Added GCS authentication methods

Breaks

Remove old variations traffic config.

0.5.61 - (2024-03-19)

New

Support local realtime deployment via qwak models deploy realtime --local command
Streaming and streaming aggregation enabled for online client
Support GCP service account in build process
Add support to validate instance by cloud provider
Validate instance type by cloud provider in deployment

0.5.60 - (2024-03-11)

New

Add custom service account name for realtime deployment
Add support to validate instance by cloud provider

0.5.59 - (2024-02-15)

New

Bump Qwak Core version to add support for Clickhouse batch source
Change OfflineClientV2 Docs

0.5.58 - (2024-02-06)

New

Removed the need for FeaturesOperator in SDK for feature store

Fixes

Fixed passing around artifact URL for validation and registration of data sources
Fix bug in qwak models deploy realtime when using --protected flag

0.5.57 - (2024-01-23)

New

Add purchase_option to batch start command

0.5.56 - (2024-01-21)

0.5.55 - (2024-01-18)

0.5.54 - (2024-01-15)

Fixes

Fix deprecation error

0.5.53 - (2024-01-11)

New

Support building models without pushing the artifact with '--no-push'

0.5.52 - (2024-01-10)

New

Support disabling the push image step in automations

0.5.51 - (2024-01-10)

New

Offline Feature Store Client V2

0.5.50 - (2024-01-04)

New

bump qwak core version for windowed backfill bug fix

0.5.49 - (2024-01-03)

New

Bump Qwak Core version to 0.3.27

0.5.48 - (2024-01-03)

New

Bump Qwak Core version to 0.3.25

0.5.47 - (2024-01-01)

New

Bump Qwak Core version to 0.3.21

0.5.46 - (2023-12-28)

Bump Qwak Core version to 0.3.14

0.5.45 - (2023-12-20)

New

Bump Qwak Core version

0.5.44 - (2023-12-18)

Changes

Change qwak core version

0.5.43 - (2023-12-17)

New

Remove explicit major dependency on qwak-inference

0.5.42 - (2023-12-11)

New

Upgrade qwak-core to 0.2.32

0.5.41 - (2023-12-06)

Changes

Update qwak core

0.5.40 - (2023-12-06)

New

qwak models builds logs supports timestamp formats without trailing zeros

0.5.39 - (2023-11-30)

New

Bump Qwak Core to 0.2.17
Bump Qwak Core to 0.2.16

0.5.38 - (2023-11-29)

0.5.37 - (2023-11-29)

New

Upgrade qwak-core to 0.2.8

0.5.36 - (2023-11-28)

New

Bump QwakCore
qwak-core minor version bump
Koalas Udfs

0.5.35 - (2023-11-22)

New

Streaming data source with generic deserializer can be registered through SDK
Add option to build a model through QwakClient
Vector store - support for fetch API. Get a vector of features for a given ID.

0.5.34 - (2023-11-15)

New

Key property of featureset support added
Use Register Qwak Model Phase from Core
Use Fetch Model Phase from Core
Use more build logic from Core
Fix test imports for feature store primitives
Add data-source AthenaSource

Changes

Bump qwak-core version

0.5.33 - (2023-10-31)

0.5.32 - (2023-10-30)

New

Use BuildPhase from code as source of description

0.5.31 - (2023-10-26)

New

Add git secret ssh arg to qwak sdk
Use Build Constant and Interfaces from Core
Use Build Config from Core
Supporting multi environment in batch deployment

0.5.30 - (2023-10-18)

New

Add --sync option to undeploy model

0.5.29 - (2023-10-12)

Add backfill cli

New

Move internal apis

Changes

When adding --json-logs the logs are in debug level by default

0.5.28 - (2023-09-21)

Changes

Validation- support date range and ds limit

0.5.27 - (2023-09-19)

0.5.26 - (2023-09-18)

New

Adding json format to alerts, audiences and autimations list command. Renamed audience to audiences

0.5.25 - (2023-09-14)

Fixes

Prevent failures when SDK is installed in serving container

0.5.24 - (2023-09-06)

New

Adding purchase option to build option

0.5.23 - (2023-09-05)

Changes

print validation internal stdout & stderr

0.5.22 - (2023-08-31)

Fixes

Align workspaces command

0.5.21 - (2023-08-30)

New

Add workspace default instance and image

0.5.20 - (2023-08-30)

New

List models and list models metadata added to CLI commands

Fixes

List models and list models metadata use the QwakCommand class
Use the proper model metadata properties

0.5.19 - (2023-08-28)

Fixes

Workspaces - Add name to options
Online extraction fix for features created in 0.9.X SDK's

0.5.18 - (2023-08-24)

New

Remove JSON format from general flags definition
Config file for creating and updating workspaces
Adding create, update, deploy, undeploy and delete workspace to CLI
Support run_local with feature extraction

Fixes

Wrong usage of InvalidGitRepositoryError

0.5.17 - (2023-08-09)

New

CLI support for deployment of protected variations.

0.5.16 - (2023-08-08)

New

CLI support for local files batch mode inference

0.5.15 - (2023-08-07)

New

Add Support to streaming deployment for multi environment.

0.5.14 - (2023-08-06)

Fixes

AutodetectOutputAdapter returns only the first row from a dataframe with multiple rows

0.5.13 - (2023-07-25)

New

Globally deprecate --pods, replace with --replicas

Fixes

Sync deployment doesn't wait 10 minutes to check the deployment status, but does it every 5 seconds.

0.5.12 - (2023-07-20)

New

Check if the used instance is a GPU instance using the InstanceTemplateManagementClient

Changes

Reduce SDK dependencies - assertpy and Pydantic

Fixes

Remove unnecessary 'branch' arguments from batch / streaming deployments

0.5.11 - (2023-07-07)

New

Support alerts.
Support relative paths from upper directories in the dependency_required_folders parameter including proper upload.
Add an option to pass git credentials outside the build

0.5.10 - (2023-07-05)

New

Return a helpful error when the main directory is not in the current working directory while starting a build
Support models describe.
Support models runtime.

0.5.9 - (2023-07-01)

0.5.8 - (2023-06-29)

New

Retrieve the base docker image name from builds orchestrator

0.5.7 - (2023-06-28)

New

Support audiences.

0.5.6 - (2023-06-15)

New

qwak models build copies the poetry.lock file from the model directory and uses it during the build
copy the poetry.lock file from the same location as the custom dependency path

0.5.5 - (2023-06-12)

New

Support common resources in Automations
Support requesting batch job with Tshirt sizes such as 'small', 'medium', etc...
Build now support instance size with '--instance' parameter. Also, if you deploy as part of the build you can use '
--deployment-instance' to select the size
Support '--instance' in deployment. Options are: small, medium, large, etc...
update qwak-core version

Changes

Change init examples churn and credit risk to reorder the features.

Fixes

Fix typo in deployment timeout param

0.5.4 - (2023-05-23)

New

Auto Scaling Latency support for p50 / p90 / p95 / p99 aggregation types

Changes

Build - cleanup historical flags

Fixes

Remove extra index url from build config translation
Fix missing copy of dependencies lock file in upload model code process

0.5.3 - (2023-05-11)

0.5.2 - (2023-05-09)

Fixes

Build - Copying files from Git now handles existing folder case
Fix boolean flags validation

0.5.1 - (2023-05-04)

Support anonymous bucket access for batch data sources

New

Updated and modular Qwak SDK. See the migration guide on how to update from previous versions
Change default deployment process timeout to 30 minutes