Data quality automatic dashboard#4785

Open

sushanthkumar2004 wants to merge 20 commits intoaws:masterfrom

sushanthkumar2004:data-quality-automatic-dashboard

Commits on Aug 23, 2024

feature: Added automatic dashboard feature for DefaultModelMonitor create_monitoring_schedule with error handling, TODO: modify update_monitoring_schedule accordingly and add unit tests

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
tests: Verify correctness of dashboard class and methods with basic unit tests

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: fix dashboard tests, TODO: fix assertion error in test_automatic_data_quality_dashboard()

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
feat: Add ability to create a model monitoring dashboard and refactor code

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
chore: Add docstrings to functions and add check for the case where instead of endpoint name, the user provides an EndpointInput object

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Add strong regex checking for model quality dashboard

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
feature: add enable_automatic_dashboard and dashboard_name parameter to update_monitoring_schedule

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Fix circular dependecy with EndpointInput and dashboards

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: temporary fix to allow unit tests to pass

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
chore: fix style issues

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
test: add unit tests for dashboard generation and error handling

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
feature: add enable_automatic_dashboard and dashboard_name parameter to update_monitoring_schedule methods for Data Quality and Model Quality

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
chore: code refatoring

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: modify the mock boto client so that it correctly raises a ClientError

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
tests: Add integration tests to publish dashboard, TODO: Verify dashboards are published using boto3

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Added additional filtering to dashboard variable in data quality so that only features from the specific monitoring schedule and endpoint are loaded

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Fix source code to properly filter using dashboard variables and modify test_dashboard_methods to take into account the new filters in the dashboard variables

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Fix docstyle check related errors

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Fix trailing whitespace mistakes

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed
fix: Fix all style checks

Sushanth Sathish Kumar
authored and
sushanthkumar2004
committed

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Uh oh!

Data quality automatic dashboard#4785

Data quality automatic dashboard#4785
sushanthkumar2004 wants to merge 20 commits intoaws:masterfrom
sushanthkumar2004:data-quality-automatic-dashboard

Commits on Aug 23, 2024

feature: Added automatic dashboard feature for DefaultModelMonitor create_monitoring_schedule with error handling, TODO: modify update_monitoring_schedule accordingly and add unit tests

tests: Verify correctness of dashboard class and methods with basic unit tests

fix: fix dashboard tests, TODO: fix assertion error in test_automatic_data_quality_dashboard()

feat: Add ability to create a model monitoring dashboard and refactor code

chore: Add docstrings to functions and add check for the case where instead of endpoint name, the user provides an EndpointInput object

fix: Add strong regex checking for model quality dashboard

feature: add enable_automatic_dashboard and dashboard_name parameter to update_monitoring_schedule

fix: Fix circular dependecy with EndpointInput and dashboards

fix: temporary fix to allow unit tests to pass

chore: fix style issues

test: add unit tests for dashboard generation and error handling

feature: add enable_automatic_dashboard and dashboard_name parameter to update_monitoring_schedule methods for Data Quality and Model Quality

chore: code refatoring

fix: modify the mock boto client so that it correctly raises a ClientError

tests: Add integration tests to publish dashboard, TODO: Verify dashboards are published using boto3

fix: Added additional filtering to dashboard variable in data quality so that only features from the specific monitoring schedule and endpoint are loaded

fix: Fix source code to properly filter using dashboard variables and modify test_dashboard_methods to take into account the new filters in the dashboard variables

fix: Fix docstyle check related errors

fix: Fix trailing whitespace mistakes

fix: Fix all style checks

Data quality automatic dashboard#4785sushanthkumar2004 wants to merge 20 commits intoaws:masteraws/sagemaker-python-sdk:masterfrom sushanthkumar2004:data-quality-automatic-dashboardsushanthkumar2004/sagemaker-python-sdk:data-quality-automatic-dashboardCopy head branch name to clipboard

Commits

Commits on Aug 23, 2024

Data quality automatic dashboard#4785
sushanthkumar2004 wants to merge 20 commits intoaws:masterfrom
sushanthkumar2004:data-quality-automatic-dashboard