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Merge pull request #696 from SoryRawyer/rds/add-problem-dropoff-chart
feat: add problem engagement dropoff chart to instructor dashboard (FC-0051)
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68
...pects-superset/openedx-assets/assets/charts/Problem_engagement_by_section_subsection.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,68 @@ | ||
| _file_name: Problem_engagement_by_section_subsection.yaml | ||
| cache_timeout: null | ||
| certification_details: null | ||
| certified_by: null | ||
| dataset_uuid: 171c88e5-fd4b-4aab-b287-361fa6fa5415 | ||
| 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: null | ||
| column: null | ||
| datasourceWarning: false | ||
| expressionType: SQL | ||
| hasCustomLabel: true | ||
| label: All problems attempted | ||
| optionName: metric_2q7yrcr33gf_xoor1p4yj4k | ||
| sqlExpression: |- | ||
| countIf("section/subsection problem engagement" = 'All problems attempted') | ||
| - aggregate: null | ||
| column: null | ||
| datasourceWarning: false | ||
| expressionType: SQL | ||
| hasCustomLabel: true | ||
| label: At least one problem attempted | ||
| optionName: metric_1ba5vqj4jds_vd7nek7dw9 | ||
| sqlExpression: |- | ||
| countIf("section/subsection problem engagement" = 'All problems attempted' or "section/subsection problem engagement" = 'At least one problem attempted') | ||
| 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 | ||
| truncate_metric: true | ||
| viz_type: echarts_timeseries_bar | ||
| xAxisLabelRotation: 45 | ||
| x_axis: section/subsection name | ||
| 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: Number of learners | ||
| y_axis_title_margin: 30 | ||
| y_axis_title_position: Left | ||
| query_context: |- | ||
| {"datasource":{"id":537,"type":"table"},"force":false,"queries":[{"filters":[],"extras":{"having":"","where":""},"applied_time_extras":{},"columns":[{"timeGrain":"P1D","columnType":"BASE_AXIS","sqlExpression":"section/subsection name","label":"section/subsection name","expressionType":"SQL"}],"metrics":[{"expressionType":"SQL","sqlExpression":"countIf(\"section/subsection problem engagement\" = 'All problems attempted')","column":null,"aggregate":null,"datasourceWarning":false,"hasCustomLabel":true,"label":"All problems attempted","optionName":"metric_2q7yrcr33gf_xoor1p4yj4k"},{"expressionType":"SQL","sqlExpression":"countIf(\"section/subsection problem engagement\" = 'All problems attempted' or \"section/subsection problem engagement\" = 'At least one problem attempted')","column":null,"aggregate":null,"datasourceWarning":false,"hasCustomLabel":true,"label":"At least one problem attempted","optionName":"metric_1ba5vqj4jds_vd7nek7dw9"}],"orderby":[[{"expressionType":"SQL","sqlExpression":"countIf(\"section/subsection problem engagement\" = 'All problems attempted')","column":null,"aggregate":null,"datasourceWarning":false,"hasCustomLabel":true,"label":"All problems attempted","optionName":"metric_2q7yrcr33gf_xoor1p4yj4k"},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":["section/subsection name"],"columns":[],"aggregates":{"All problems attempted":{"operator":"mean"},"At least one problem attempted":{"operator":"mean"}},"drop_missing_columns":false}},{"operation":"flatten"}]}],"form_data":{"datasource":"537__table","viz_type":"echarts_timeseries_bar","x_axis":"section/subsection name","time_grain_sqla":"P1D","x_axis_sort_asc":true,"x_axis_sort_series":"name","x_axis_sort_series_ascending":true,"metrics":[{"expressionType":"SQL","sqlExpression":"countIf(\"section/subsection problem engagement\" = 'All problems attempted')","column":null,"aggregate":null,"datasourceWarning":false,"hasCustomLabel":true,"label":"All problems attempted","optionName":"metric_2q7yrcr33gf_xoor1p4yj4k"},{"expressionType":"SQL","sqlExpression":"countIf(\"section/subsection problem engagement\" = 'All problems attempted' or \"section/subsection problem engagement\" = 'At least one problem attempted')","column":null,"aggregate":null,"datasourceWarning":false,"hasCustomLabel":true,"label":"At least one problem attempted","optionName":"metric_1ba5vqj4jds_vd7nek7dw9"}],"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":"Number of learners","y_axis_title_margin":30,"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","xAxisLabelRotation":45,"y_axis_format":"SMART_NUMBER","y_axis_bounds":[null,null],"rich_tooltip":true,"tooltipTimeFormat":"smart_date","extra_form_data":{},"dashboards":[1642],"force":false,"result_format":"json","result_type":"full"},"result_format":"json","result_type":"full"} | ||
| slice_name: Problem engagement by section/subsection | ||
| uuid: 158b1b84-0784-4cc7-8e67-3ee3be7460c2 | ||
| version: 1.0.0 | ||
| viz_type: echarts_timeseries_bar |
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114 changes: 114 additions & 0 deletions
114
...spects/build/aspects-superset/openedx-assets/assets/datasets/fact_problem_engagement.yaml
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|---|---|---|
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| _file_name: fact_problem_engagement.yaml | ||
| cache_timeout: null | ||
| columns: | ||
| - advanced_data_type: null | ||
| column_name: section/subsection problem engagement | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: section/subsection name | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: content level | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: actor_id | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: course_key | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: course_run | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| - advanced_data_type: null | ||
| column_name: org | ||
| description: null | ||
| expression: null | ||
| extra: null | ||
| filterable: true | ||
| groupby: true | ||
| is_active: true | ||
| is_dttm: false | ||
| python_date_format: null | ||
| type: String | ||
| verbose_name: null | ||
| database_uuid: 21174b6c-4d40-4958-8161-d6c3cf5e77b6 | ||
| default_endpoint: null | ||
| description: null | ||
| extra: null | ||
| fetch_values_predicate: null | ||
| filter_select_enabled: false | ||
| main_dttm_col: null | ||
| metrics: | ||
| - currency: null | ||
| d3format: null | ||
| description: null | ||
| expression: count(*) | ||
| extra: null | ||
| metric_name: count | ||
| metric_type: null | ||
| verbose_name: null | ||
| warning_text: null | ||
| normalize_columns: true | ||
| offset: 0 | ||
| params: null | ||
| schema: main | ||
| sql: |- | ||
| {% filter indent(width=2) %}{% include 'openedx-assets/queries/fact_problem_engagement.sql' %}{% endfilter %} | ||
| table_name: fact_problem_engagement | ||
| template_params: {} | ||
| uuid: 171c88e5-fd4b-4aab-b287-361fa6fa5415 | ||
| version: 1.0.0 |
78 changes: 78 additions & 0 deletions
78
tutoraspects/templates/openedx-assets/queries/fact_problem_engagement.sql
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|---|---|---|
| @@ -0,0 +1,78 @@ | ||
| with | ||
| subsection_counts as ( | ||
| select | ||
| org, | ||
| course_key, | ||
| course_run, | ||
| section_with_name, | ||
| subsection_with_name, | ||
| actor_id, | ||
| item_count, | ||
| count(distinct problem_id) as problems_attempted, | ||
| case | ||
| when problems_attempted = 0 | ||
| then 'No problems attempted yet' | ||
| when problems_attempted = item_count | ||
| then 'All problems attempted' | ||
| else 'At least one problem attempted' | ||
| end as engagement_level | ||
| from {{ DBT_PROFILE_TARGET_DATABASE }}.fact_problem_engagement | ||
| where | ||
| 1 = 1 | ||
| {% raw %} | ||
| {% if from_dttm is not none %} | ||
| and attempted_on > date('{{ from_dttm }}') | ||
| {% endif %} | ||
| {% if to_dttm is not none %} | ||
| and attempted_on < date('{{ to_dttm }}') | ||
| {% endif %} | ||
| {% endraw %} | ||
| {% include 'openedx-assets/queries/common_filters.sql' %} | ||
| group by | ||
| org, | ||
| course_key, | ||
| course_run, | ||
| section_with_name, | ||
| subsection_with_name, | ||
| actor_id, | ||
| item_count | ||
| ), | ||
| section_counts as ( | ||
| select | ||
| org, | ||
| course_key, | ||
| course_run, | ||
| section_with_name, | ||
| actor_id, | ||
| sum(item_count) as item_count, | ||
| sum(problems_attempted) as problems_attempted, | ||
| case | ||
| when problems_attempted = 0 | ||
| then 'No problems attempted yet' | ||
| when problems_attempted = item_count | ||
| then 'All problems attempted' | ||
| else 'At least one problem attempted' | ||
| end as engagement_level | ||
| from subsection_counts | ||
| group by org, course_key, course_run, section_with_name, actor_id | ||
| ) | ||
|
|
||
| select | ||
| org, | ||
| course_key, | ||
| course_run, | ||
| subsection_with_name as `section/subsection name`, | ||
| 'subsection' as `content level`, | ||
| actor_id as actor_id, | ||
| engagement_level as `section/subsection problem engagement` | ||
| from subsection_counts | ||
| union all | ||
| select | ||
| org, | ||
| course_key, | ||
| course_run, | ||
| section_with_name as `section/subsection name`, | ||
| 'section' as `content level`, | ||
| actor_id as actor_id, | ||
| engagement_level as `section/subsection problem engagement` | ||
| from section_counts |