microsoft/dstoolkit-mlops-v2 issues and pull requests

#184 - Sync with parent

Pull Request - State: closed - Opened by agonzalez2014 about 2 months ago

#183 - Bump mlflow from 2.11.3 to 2.14.2 in /mlops/docker_taxi/environment

Pull Request - State: closed - Opened by dependabot[bot] about 2 months ago
Labels: dependencies

#182 - DRAFT: Testing AML auth

Pull Request - State: closed - Opened by marshallbentley about 2 months ago

#181 - Bump azure-identity from 1.11.0 to 1.16.1 in /.github/requirements

Pull Request - State: closed - Opened by dependabot[bot] about 2 months ago
Labels: dependencies

#180 - Workflows fail when branch name contains disallowed characters

Pull Request - State: closed - Opened by marshallbentley about 2 months ago

#179 - Workflows fail when branch name contains disallowed characters

Issue - State: closed - Opened by marshallbentley about 2 months ago

#178 - Renamed workflows and updated CI / CD workflows

Pull Request - State: open - Opened by malcmiller about 2 months ago

#177 - Add documentation for Build Validation Policies for Azure Repos Git

Pull Request - State: open - Opened by jjordonm about 2 months ago

#176 - Add Pipeline with Dockerfile Environment

Pull Request - State: closed - Opened by kottofy 2 months ago

#175 - Updated Dev Container

Pull Request - State: closed - Opened by malcmiller 2 months ago

#174 - Synch - Add Asset Management Workflow for deleting registered Model artifacts using python sdk API's - for Azdo pipleines

Issue - State: open - Opened by sweanan 2 months ago

#173 - change development to main branch in azdo pipleine

Pull Request - State: closed - Opened by sweanan 2 months ago

#172 - Ability for CI/CD Pipelines to cancel AML Pipelines (Github)

Issue - State: open - Opened by jjordonm 2 months ago

#171 - Implement caching Python packages in CI/CD Pipelines (Github)

Issue - State: open - Opened by jjordonm 2 months ago

#170 - Improve Log and Error Messages (Updated)

Pull Request - State: closed - Opened by jjordonm 2 months ago

#169 - Create test-env-variable.yml

Pull Request - State: closed - Opened by lorrinferdinand 2 months ago

#168 - Test env variables

Pull Request - State: closed - Opened by lorrinferdinand 2 months ago

#167 - PR MLOps pipelines are failing if coming from a fork

Issue - State: open - Opened by sbaidachni 2 months ago - 1 comment

#166 - Azure DevOps pipelines still have reference to development branch

Issue - State: closed - Opened by sbaidachni 2 months ago - 1 comment

#165 - Daferguson/custom model

Pull Request - State: open - Opened by dafe1 2 months ago - 1 comment
Labels: enhancement, code

#164 - Add Pipeline with Dockerfile Environment

Pull Request - State: closed - Opened by kottofy 2 months ago - 2 comments

#163 - Develop

Pull Request - State: closed - Opened by nstijepovic 2 months ago

#162 - Implement Caching Python Packages in CI/CD Pipelines

Pull Request - State: closed - Opened by jjordonm 2 months ago

#161 - sanity CI pipeline

Pull Request - State: closed - Opened by brandonindia-mcs 3 months ago

#160 - Asset managment

Pull Request - State: closed - Opened by sweanan 3 months ago

#159 - change branch name in pr workflows from development to main

Pull Request - State: closed - Opened by lorrinferdinand 3 months ago

#158 - Ability for CI/CD Pipelines to cancel AML Pipelines

Pull Request - State: closed - Opened by jjordonm 3 months ago

#157 - IS_BATCH_DEPLOYMENT is not used

Issue - State: open - Opened by kottofy 3 months ago

#156 - Improve Log and Error Messages

Pull Request - State: closed - Opened by jjordonm 3 months ago - 2 comments

#155 - Improve VSCode Debug Tasks

Pull Request - State: closed - Opened by jjordonm 3 months ago

#154 - Asset Management

Pull Request - State: closed - Opened by sweanan 3 months ago - 1 comment

#153 - Add traceability for custom Model back to Job

Issue - State: open - Opened by malcmiller 3 months ago

#152 - Add capability to view metrics in graph/chart form at the parent job level.

Issue - State: open - Opened by malcmiller 3 months ago

#151 - Create a sample custom model with tutorial

Issue - State: open - Opened by fysheets 3 months ago

#150 - Model Promotion - Prototyping Repo to Model Factory

Issue - State: closed - Opened by marshallbentley 3 months ago

#149 - Multi-Repository Model Development and Promotion Design

Pull Request - State: closed - Opened by marshallbentley 3 months ago

#148 - Add Asset Management Workflow for deleting registered Model artifacts using python sdk API's

Issue - State: closed - Opened by sweanan 3 months ago

#147 - Move hard-coded YAML components in mlops_pipeline to config.yaml

Issue - State: open - Opened by kottofy 3 months ago

#146 - mlops_pipeline code is duplicated

Issue - State: open - Opened by kottofy 3 months ago

#145 - Enable support for Dockerfile AML Environment

Issue - State: open - Opened by kottofy 3 months ago - 1 comment

#144 - Ability for CI/CD Pipelines to cancel AML Pipelines

Issue - State: closed - Opened by kottofy 3 months ago - 1 comment

#143 - Implement caching Python packages in CI/CD Pipelines

Issue - State: closed - Opened by kottofy 3 months ago

#142 - Add documentation for Build Validation Policies for Azure Repos Git

Issue - State: open - Opened by kottofy 3 months ago

#141 - Improve the error message

Issue - State: closed - Opened by kottofy 3 months ago - 1 comment

#140 - Improve VSCode Debug Tasks

Issue - State: closed - Opened by jjordonm 3 months ago - 1 comment

#139 - Documentation for Foundations of Data Science Scripts

Pull Request - State: closed - Opened by sweanan 3 months ago

#138 - Add Documentation - How to start drafting/creating the Data Science Scripts with respect to the Model Factory Architecture, so the DS scripts can be easily integrated to DS ToolKit

Issue - State: closed - Opened by sweanan 4 months ago

#137 - Test federated credential

Pull Request - State: closed - Opened by lorrinferdinand 5 months ago

#136 - Bump mlflow from 2.11.3 to 2.14.1 in /.azure-pipelines/requirements

Pull Request - State: closed - Opened by dependabot[bot] 5 months ago - 1 comment
Labels: dependencies

#135 - Bump azure-identity from 1.11.0 to 1.16.1 in /.azure-pipelines/requirements

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#134 - Bump mlflow from 2.11.3 to 2.13.1 in /.github/requirements

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago - 1 comment
Labels: dependencies

#133 - Bump mlflow from 2.11.3 to 2.12.1 in /.github/requirements

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago - 1 comment
Labels: dependencies

#132 - Bump mlflow from 2.11.3 to 2.12.1 in /.azure-pipelines/requirements

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago - 1 comment
Labels: dependencies

#131 - Bump mlflow from 2.11.3 to 2.12.1 in /.devcontainer

Pull Request - State: closed - Opened by dependabot[bot] 6 months ago
Labels: dependencies

#130 - Bump werkzeug from 2.3.8 to 3.0.3 in /.devcontainer

Pull Request - State: closed - Opened by dependabot[bot] 7 months ago - 2 comments
Labels: dependencies

#129 - Added documentation for GitHub secret variables needed.

Pull Request - State: closed - Opened by TBunkley 7 months ago - 1 comment

#128 - Add support for the Infra deployment for Azure resource in a vnet

Issue - State: open - Opened by sweanan 7 months ago

#127 - Add support for the PyTorch Custom model into dstoolkit

Issue - State: closed - Opened by sweanan 7 months ago - 2 comments

#126 - Address security issues

Pull Request - State: closed - Opened by marshallbentley 8 months ago

#125 - Fix naming in github

Pull Request - State: closed - Opened by sbaidachni 8 months ago
Labels: bug

#124 - GitHub flows don't use brand name to generate names

Issue - State: closed - Opened by sbaidachni 8 months ago
Labels: bug

#123 - IS_ONLINE_DEPLOYMENT and IS_BATCH_DEPLOYMENT not working

Issue - State: open - Opened by sweanan 8 months ago - 1 comment

#122 - Terraform workflow fails with Message: The location property is required for this definition.

Issue - State: open - Opened by marshallbentley 8 months ago

#121 - Update the getting started readme docs

Pull Request - State: closed - Opened by sweanan 8 months ago

#120 - Update Getting Started Readme Doc

Issue - State: closed - Opened by sweanan 8 months ago - 1 comment

#119 - bug fix for display dataset name in job run

Pull Request - State: closed - Opened by sweanan 8 months ago

#118 - Bug: when Running the nyc_taxi_ci_pipeline the data the gets displayed in the job run is `london_taxi_pr_data`

Issue - State: closed - Opened by sweanan 8 months ago
Labels: bug

#117 - update doc for local execution in README.md

Pull Request - State: closed - Opened by sweanan 8 months ago

#116 - Update Local Execution section of main README.md

Issue - State: closed - Opened by sweanan 8 months ago - 1 comment

#115 - Add support for DEV, TEST and PROD environments

Issue - State: open - Opened by marshallbentley 8 months ago

#114 - Fix get started reference in main README

Pull Request - State: closed - Opened by beijiez 8 months ago

#113 - Bump werkzeug from 2.2.2 to 2.3.8 in /.devcontainer

Pull Request - State: closed - Opened by dependabot[bot] 8 months ago - 1 comment
Labels: dependencies

#112 - Bump mlflow from 2.4.1 to 2.10.0 in /.github/requirements

Pull Request - State: closed - Opened by dependabot[bot] 8 months ago - 2 comments
Labels: dependencies

#111 - Bump mlflow from 2.4.1 to 2.10.0 in /.azure-pipelines/requirements

Pull Request - State: closed - Opened by dependabot[bot] 8 months ago - 2 comments
Labels: dependencies

#110 - Configuration Usability issues with many model implementations

Issue - State: open - Opened by lorrinferdinand 9 months ago
Labels: enhancement

#109 - Fix numpy and sklearn versions

Pull Request - State: closed - Opened by sbaidachni 9 months ago

#108 - in real situations, data is never read from local files. please mention to update/modify the data pipeline to reflect the same. This is not same as llmops. In llmops data is comparatively small while in mlops data is quite big.

Issue - State: closed - Opened by lorrinferdinand 9 months ago

#107 - check for config.yaml or config.json? also one set of config files is yaml and other json. We should avoid this. data_config is json while config is yaml

Issue - State: open - Opened by lorrinferdinand 9 months ago - 1 comment
Labels: bug

#90 - Merge requirements folder from GitHub and azure devops into a single folder on the root level to have packages in sync

Issue - State: open - Opened by sbaidachni 9 months ago

GitHub / microsoft/dstoolkit-mlops-v2 issues and pull requests