feat: add materials for at-risk learner group (FC-0051) (#765)

* feat: add materials for at-risk learner group

This change introduces many new charts and datasets to provide insight
into the at-risk learner group.

* fix: add query_context to new charts

* feat: rename learner group dashboard

* fix: support date filtering for video watches dataset

* feat: add grade distribution chart to at-risk dashboard

tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/charts/At-risk_Enrollees_per_Enrollment_Track.yaml

@@ -0,0 +1,79 @@
+_file_name: At-risk_Enrollees_per_Enrollment_Track.yaml
+cache_timeout: null
+certification_details: null
+certified_by: null
+dataset_uuid: 92eadc61-2931-577e-95b7-34adb1a8f515
+description: null
+params:
+  adhoc_filters: []
+  annotation_layers: []
+  color_scheme: supersetColors
+  comparison_type: values
+  extra_form_data: {}
+  forecastInterval: 0.8
+  forecastPeriods: 10
+  groupby: []
+  legendOrientation: top
+  legendType: scroll
+  metrics:
+  - aggregate: COUNT_DISTINCT
+    column:
+      advanced_data_type: null
+      certification_details: null
+      certified_by: null
+      column_name: actor_id
+      description: null
+      expression: null
+      filterable: true
+      groupby: true
+      id: 13538
+      is_certified: false
+      is_dttm: false
+      python_date_format: null
+      type: String
+      type_generic: 1
+      verbose_name: Actor ID
+      warning_markdown: null
+    datasourceWarning: false
+    expressionType: SIMPLE
+    hasCustomLabel: true
+    label: Number of Learners
+    optionName: metric_83n2xhwdm4x_srfoil9owpn
+    sqlExpression: null
+  only_total: true
+  order_desc: true
+  orientation: vertical
+  rich_tooltip: true
+  row_limit: 10000
+  show_empty_columns: true
+  show_legend: true
+  sort_series_type: sum
+  time_grain_sqla: P1D
+  tooltipTimeFormat: smart_date
+  truncateXAxis: true
+  truncate_metric: true
+  viz_type: echarts_timeseries_bar
+  x_axis: enrollment_mode
+  x_axis_sort_asc: true
+  x_axis_sort_series: name
+  x_axis_sort_series_ascending: true
+  x_axis_time_format: smart_date
+  x_axis_title_margin: 15
+  y_axis_bounds:
+  - null
+  - null
+  y_axis_format: SMART_NUMBER
+  y_axis_title_margin: 15
+  y_axis_title_position: Left
+query_context: '{"datasource":{"id":1180,"type":"table"},"force":false,"queries":[{"filters":[],"extras":{"time_grain_sqla":"P1D","having":"","where":""},"applied_time_extras":{},"columns":[{"timeGrain":"P1D","columnType":"BASE_AXIS","sqlExpression":"enrollment_mode","label":"enrollment_mode","expressionType":"SQL"}],"metrics":[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_83n2xhwdm4x_srfoil9owpn","sqlExpression":null}],"orderby":[[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_83n2xhwdm4x_srfoil9owpn","sqlExpression":null},false]],"annotation_layers":[],"row_limit":10000,"series_columns":[],"series_limit":0,"order_desc":true,"url_params":{},"custom_params":{},"custom_form_data":{},"time_offsets":[],"post_processing":[{"operation":"pivot","options":{"index":["enrollment_mode"],"columns":[],"aggregates":{"Number
+  of Learners":{"operator":"mean"}},"drop_missing_columns":false}},{"operation":"flatten"}]}],"form_data":{"datasource":"1180__table","viz_type":"echarts_timeseries_bar","slice_id":2168,"x_axis":"enrollment_mode","time_grain_sqla":"P1D","x_axis_sort_asc":true,"x_axis_sort_series":"name","x_axis_sort_series_ascending":true,"metrics":[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_83n2xhwdm4x_srfoil9owpn","sqlExpression":null}],"groupby":[],"adhoc_filters":[],"order_desc":true,"row_limit":10000,"truncate_metric":true,"show_empty_columns":true,"comparison_type":"values","annotation_layers":[],"forecastPeriods":10,"forecastInterval":0.8,"orientation":"vertical","x_axis_title_margin":15,"y_axis_title_margin":15,"y_axis_title_position":"Left","sort_series_type":"sum","color_scheme":"supersetColors","only_total":true,"show_legend":true,"legendType":"scroll","legendOrientation":"top","x_axis_time_format":"smart_date","y_axis_format":"SMART_NUMBER","truncateXAxis":true,"y_axis_bounds":[null,null],"rich_tooltip":true,"tooltipTimeFormat":"smart_date","extra_form_data":{},"dashboards":[6096],"force":false,"result_format":"json","result_type":"full"},"result_format":"json","result_type":"full"}'
+slice_name: At-risk Enrollees per Enrollment Track
+uuid: f8beeb8c-b35c-47fc-8370-96b493f9c1b8
+version: 1.0.0
+viz_type: echarts_timeseries_bar

tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/charts/At-risk_Enrollment_Dates.yaml

@@ -0,0 +1,80 @@
+_file_name: At-risk_Enrollment_Dates.yaml
+cache_timeout: null
+certification_details: null
+certified_by: null
+dataset_uuid: 92eadc61-2931-577e-95b7-34adb1a8f515
+description: null
+params:
+  adhoc_filters: []
+  annotation_layers: []
+  color_scheme: supersetColors
+  comparison_type: values
+  extra_form_data: {}
+  forecastInterval: 0.8
+  forecastPeriods: 10
+  groupby: []
+  legendOrientation: top
+  legendType: scroll
+  metrics:
+  - aggregate: COUNT_DISTINCT
+    column:
+      advanced_data_type: null
+      certification_details: null
+      certified_by: null
+      column_name: actor_id
+      description: null
+      expression: null
+      filterable: true
+      groupby: true
+      id: 13538
+      is_certified: false
+      is_dttm: false
+      python_date_format: null
+      type: String
+      type_generic: 1
+      verbose_name: Actor ID
+      warning_markdown: null
+    datasourceWarning: false
+    expressionType: SIMPLE
+    hasCustomLabel: true
+    label: Number of Learners
+    optionName: metric_z7m68c6u4i_vpbb6m45cl
+    sqlExpression: null
+  only_total: true
+  order_desc: true
+  orientation: vertical
+  rich_tooltip: true
+  row_limit: 10000
+  show_empty_columns: true
+  show_legend: true
+  sort_series_type: sum
+  time_grain_sqla: P1D
+  tooltipTimeFormat: smart_date
+  truncateXAxis: true
+  truncate_metric: true
+  viz_type: echarts_timeseries_bar
+  xAxisLabelRotation: 45
+  x_axis: enrolled_at
+  x_axis_sort_asc: true
+  x_axis_sort_series: name
+  x_axis_sort_series_ascending: true
+  x_axis_time_format: '%Y-%m-%d'
+  x_axis_title_margin: 15
+  y_axis_bounds:
+  - null
+  - null
+  y_axis_format: SMART_NUMBER
+  y_axis_title_margin: 15
+  y_axis_title_position: Left
+query_context: '{"datasource":{"id":1180,"type":"table"},"force":false,"queries":[{"filters":[],"extras":{"time_grain_sqla":"P1D","having":"","where":""},"applied_time_extras":{},"columns":[{"timeGrain":"P1D","columnType":"BASE_AXIS","sqlExpression":"enrolled_at","label":"enrolled_at","expressionType":"SQL"}],"metrics":[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_z7m68c6u4i_vpbb6m45cl","sqlExpression":null}],"orderby":[[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_z7m68c6u4i_vpbb6m45cl","sqlExpression":null},false]],"annotation_layers":[],"row_limit":10000,"series_columns":[],"series_limit":0,"order_desc":true,"url_params":{},"custom_params":{},"custom_form_data":{},"time_offsets":[],"post_processing":[{"operation":"pivot","options":{"index":["enrolled_at"],"columns":[],"aggregates":{"Number
+  of Learners":{"operator":"mean"}},"drop_missing_columns":false}},{"operation":"flatten"}]}],"form_data":{"datasource":"1180__table","viz_type":"echarts_timeseries_bar","slice_id":2785,"x_axis":"enrolled_at","time_grain_sqla":"P1D","x_axis_sort_asc":true,"x_axis_sort_series":"name","x_axis_sort_series_ascending":true,"metrics":[{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":null,"filterable":true,"groupby":true,"id":13538,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Number
+  of Learners","optionName":"metric_z7m68c6u4i_vpbb6m45cl","sqlExpression":null}],"groupby":[],"adhoc_filters":[],"order_desc":true,"row_limit":10000,"truncate_metric":true,"show_empty_columns":true,"comparison_type":"values","annotation_layers":[],"forecastPeriods":10,"forecastInterval":0.8,"orientation":"vertical","x_axis_title_margin":15,"y_axis_title_margin":15,"y_axis_title_position":"Left","sort_series_type":"sum","color_scheme":"supersetColors","only_total":true,"show_legend":true,"legendType":"scroll","legendOrientation":"top","x_axis_time_format":"%Y-%m-%d","xAxisLabelRotation":45,"y_axis_format":"SMART_NUMBER","truncateXAxis":true,"y_axis_bounds":[null,null],"rich_tooltip":true,"tooltipTimeFormat":"smart_date","extra_form_data":{},"dashboards":[6096],"force":false,"result_format":"json","result_type":"full"},"result_format":"json","result_type":"full"}'
+slice_name: At-risk Enrollment Dates
+uuid: ded61855-48ea-4705-9385-690bf7dba53b
+version: 1.0.0
+viz_type: echarts_timeseries_bar

tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/charts/At-risk_learners.yaml

@@ -0,0 +1,31 @@
+_file_name: At-risk_learners.yaml
+cache_timeout: null
+certification_details: null
+certified_by: null
+dataset_uuid: 92eadc61-2931-577e-95b7-34adb1a8f515
+description: null
+params:
+  adhoc_filters: []
+  all_columns: []
+  color_pn: true
+  extra_form_data: {}
+  groupby:
+  - name
+  - username
+  - email
+  order_by_cols: []
+  order_desc: true
+  percent_metrics: []
+  query_mode: aggregate
+  row_limit: 1000
+  server_page_length: 10
+  show_cell_bars: true
+  table_timestamp_format: smart_date
+  temporal_columns_lookup: {}
+  time_grain_sqla: P1D
+  viz_type: table
+query_context: '{"datasource":{"id":1180,"type":"table"},"force":false,"queries":[{"filters":[],"extras":{"time_grain_sqla":"P1D","having":"","where":""},"applied_time_extras":{},"columns":["name","username","email"],"metrics":[],"orderby":[],"annotation_layers":[],"row_limit":1000,"series_limit":0,"order_desc":true,"url_params":{},"custom_params":{},"custom_form_data":{},"post_processing":[]}],"form_data":{"datasource":"1180__table","viz_type":"table","slice_id":2128,"query_mode":"aggregate","groupby":["name","username","email"],"time_grain_sqla":"P1D","temporal_columns_lookup":{},"all_columns":[],"percent_metrics":[],"adhoc_filters":[],"order_by_cols":[],"row_limit":1000,"server_page_length":10,"order_desc":true,"table_timestamp_format":"smart_date","show_cell_bars":true,"color_pn":true,"extra_form_data":{},"dashboards":[6096],"force":false,"result_format":"json","result_type":"full"},"result_format":"json","result_type":"full"}'
+slice_name: At-risk learners
+uuid: 447a194b-dbed-4a82-a899-2df8e01e84b1
+version: 1.0.0
+viz_type: table

tutoraspects/templates/aspects/build/aspects-superset/openedx-assets/assets/charts/Cumulative_Interactions_at-risk.yaml

@@ -0,0 +1,119 @@
+_file_name: Cumulative_Interactions_at-risk.yaml
+cache_timeout: null
+certification_details: null
+certified_by: null
+dataset_uuid: 649ad1d3-c0b4-48e1-a02b-e1d1e80c94ac
+description: null
+params:
+  adhoc_filters:
+  - clause: WHERE
+    comparator: No filter
+    expressionType: SIMPLE
+    operator: TEMPORAL_RANGE
+    subject: visited_on
+  annotation_layers: []
+  color_scheme: supersetColors
+  comparison_type: values
+  extra_form_data: {}
+  forecastInterval: 0.8
+  forecastPeriods: 10
+  groupby: []
+  legendOrientation: top
+  legendType: scroll
+  markerEnabled: true
+  markerSize: 6
+  metrics:
+  - aggregate: SUM
+    column:
+      advanced_data_type: null
+      certification_details: null
+      certified_by: null
+      column_name: page_count
+      description: null
+      expression: ''
+      filterable: true
+      groupby: true
+      id: 13997
+      is_certified: false
+      is_dttm: false
+      python_date_format: null
+      type: UInt64
+      type_generic: 0
+      verbose_name: Page Count
+      warning_markdown: null
+    datasourceWarning: false
+    expressionType: SIMPLE
+    hasCustomLabel: true
+    label: Total Views
+    optionName: metric_pydx11wjnw_8z80flv3i5f
+    sqlExpression: null
+  - aggregate: COUNT_DISTINCT
+    column:
+      advanced_data_type: null
+      certification_details: null
+      certified_by: null
+      column_name: actor_id
+      description: null
+      expression: ''
+      filterable: true
+      groupby: true
+      id: 14001
+      is_certified: false
+      is_dttm: false
+      python_date_format: null
+      type: String
+      type_generic: 1
+      verbose_name: Actor ID
+      warning_markdown: null
+    datasourceWarning: false
+    expressionType: SIMPLE
+    hasCustomLabel: true
+    label: Total Learners
+    optionName: metric_w4k3yirnsj_hatijp1t74p
+    sqlExpression: null
+  only_total: true
+  opacity: 0.2
+  order_desc: true
+  rich_tooltip: true
+  row_limit: 10000
+  seriesType: line
+  show_empty_columns: true
+  show_legend: true
+  sort_series_ascending: true
+  sort_series_type: sum
+  time_grain_sqla: P1M
+  tooltipTimeFormat: smart_date
+  truncateXAxis: true
+  truncate_metric: true
+  viz_type: echarts_timeseries_line
+  x_axis: visited_on
+  x_axis_sort_asc: true
+  x_axis_sort_series: name
+  x_axis_sort_series_ascending: true
+  x_axis_time_format: smart_date
+  x_axis_title_margin: 15
+  y_axis_bounds:
+  - null
+  - null
+  y_axis_format: ',d'
+  y_axis_title_margin: 15
+  y_axis_title_position: Left
+  zoomable: true
+query_context: '{"datasource":{"id":1228,"type":"table"},"force":false,"queries":[{"filters":[{"col":"visited_on","op":"TEMPORAL_RANGE","val":"No
+  filter"}],"extras":{"time_grain_sqla":"P1M","having":"","where":""},"applied_time_extras":{},"columns":[{"timeGrain":"P1M","columnType":"BASE_AXIS","sqlExpression":"visited_on","label":"visited_on","expressionType":"SQL"}],"metrics":[{"aggregate":"SUM","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"page_count","description":null,"expression":"","filterable":true,"groupby":true,"id":13997,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"UInt64","type_generic":0,"verbose_name":"Page
+  Count","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Total
+  Views","optionName":"metric_pydx11wjnw_8z80flv3i5f","sqlExpression":null},{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":"","filterable":true,"groupby":true,"id":14001,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Total
+  Learners","optionName":"metric_w4k3yirnsj_hatijp1t74p","sqlExpression":null}],"orderby":[[{"aggregate":"SUM","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"page_count","description":null,"expression":"","filterable":true,"groupby":true,"id":13997,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"UInt64","type_generic":0,"verbose_name":"Page
+  Count","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Total
+  Views","optionName":"metric_pydx11wjnw_8z80flv3i5f","sqlExpression":null},false]],"annotation_layers":[],"row_limit":10000,"series_columns":[],"series_limit":0,"order_desc":true,"url_params":{},"custom_params":{},"custom_form_data":{},"time_offsets":[],"post_processing":[{"operation":"pivot","options":{"index":["visited_on"],"columns":[],"aggregates":{"Total
+  Views":{"operator":"mean"},"Total Learners":{"operator":"mean"}},"drop_missing_columns":false}},{"operation":"flatten"}]}],"form_data":{"datasource":"1228__table","viz_type":"echarts_timeseries_line","slice_id":2209,"x_axis":"visited_on","time_grain_sqla":"P1M","x_axis_sort_asc":true,"x_axis_sort_series":"name","x_axis_sort_series_ascending":true,"metrics":[{"aggregate":"SUM","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"page_count","description":null,"expression":"","filterable":true,"groupby":true,"id":13997,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"UInt64","type_generic":0,"verbose_name":"Page
+  Count","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Total
+  Views","optionName":"metric_pydx11wjnw_8z80flv3i5f","sqlExpression":null},{"aggregate":"COUNT_DISTINCT","column":{"advanced_data_type":null,"certification_details":null,"certified_by":null,"column_name":"actor_id","description":null,"expression":"","filterable":true,"groupby":true,"id":14001,"is_certified":false,"is_dttm":false,"python_date_format":null,"type":"String","type_generic":1,"verbose_name":"Actor
+  ID","warning_markdown":null},"datasourceWarning":false,"expressionType":"SIMPLE","hasCustomLabel":true,"label":"Total
+  Learners","optionName":"metric_w4k3yirnsj_hatijp1t74p","sqlExpression":null}],"groupby":[],"adhoc_filters":[{"clause":"WHERE","comparator":"No
+  filter","expressionType":"SIMPLE","operator":"TEMPORAL_RANGE","subject":"visited_on"}],"order_desc":true,"row_limit":10000,"truncate_metric":true,"show_empty_columns":true,"comparison_type":"values","annotation_layers":[],"forecastPeriods":10,"forecastInterval":0.8,"x_axis_title_margin":15,"y_axis_title_margin":15,"y_axis_title_position":"Left","sort_series_type":"sum","sort_series_ascending":true,"color_scheme":"supersetColors","seriesType":"line","only_total":true,"opacity":0.2,"markerEnabled":true,"markerSize":6,"zoomable":true,"show_legend":true,"legendType":"scroll","legendOrientation":"top","x_axis_time_format":"smart_date","rich_tooltip":true,"tooltipTimeFormat":"smart_date","y_axis_format":",d","truncateXAxis":true,"y_axis_bounds":[null,null],"extra_form_data":{},"dashboards":[6096],"force":false,"result_format":"json","result_type":"full"},"result_format":"json","result_type":"full"}'
+slice_name: Cumulative Interactions (at-risk)
+uuid: 3a22091f-4686-4a1d-a66d-b36541844b36
+version: 1.0.0
+viz_type: echarts_timeseries_line