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feat: bring back int_problem_results CTEs
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Ian2012 committed May 24, 2024
1 parent c46ed73 commit 5f9d33d
Showing 1 changed file with 76 additions and 4 deletions.
Original file line number Diff line number Diff line change
@@ -1,4 +1,76 @@
select *
from {{ DBT_PROFILE_TARGET_DATABASE }}.int_problem_results
where 1=1
{% include 'openedx-assets/queries/common_filters.sql' %}
-- select one record per (learner, problem, course, org) tuple
-- contains either the first successful attempt
-- or the most recent unsuccessful attempt
-- find the timestamp of the earliest successful response
-- this will be used to pick the xAPI event corresponding to that submission
with
successful_responses as (
select org, course_key, problem_id, actor_id, first_success_at
from {{ ASPECTS_XAPI_DATABASE }}.responses
where isNotNull(first_success_at)
{% include 'openedx-assets/queries/common_filters.sql' %}
),
-- for all learners who did not submit a successful response,
-- find the timestamp of the most recent unsuccessful response
unsuccessful_responses as (
select
org,
course_key,
problem_id,
actor_id,
max(last_attempt_at) as last_attempt_at
from {{ ASPECTS_XAPI_DATABASE }}.responses
where actor_id not in (select distinct actor_id from successful_responses)
group by org, course_key, problem_id, actor_id
{% include 'openedx-assets/queries/common_filters.sql' %}
),
-- combine result sets for successful and unsuccessful problem submissions
responses as (
select org, course_key, problem_id, actor_id, first_success_at as emission_time
from successful_responses
union all
select org, course_key, problem_id, actor_id, last_attempt_at as emission_time
from unsuccessful_responses
),
full_responses as (
select
events.emission_time as emission_time,
events.org as org,
events.course_key as course_key,
events.problem_id as problem_id,
events.object_id as object_id,
events.actor_id as actor_id,
events.responses as responses,
events.success as success,
events.attempts as attempts,
events.interaction_type as interaction_type
from {{ ASPECTS_XAPI_DATABASE }}.problem_events events
join responses using (org, course_key, problem_id, actor_id, emission_time)
)

select
full_responses.emission_time as emission_time,
full_responses.org as org,
full_responses.course_key as course_key,
blocks.course_name as course_name,
blocks.course_run as course_run,
full_responses.problem_id as problem_id,
blocks.block_name as problem_name,
blocks.display_name_with_location as problem_name_with_location,
blocks.course_order as course_order,
concat(
'<a href="', full_responses.object_id, '" target="_blank">', blocks.block_name, '</a>'
) as problem_link,
full_responses.actor_id as actor_id,
full_responses.responses as responses,
full_responses.success as success,
full_responses.attempts as attempts,
full_responses.interaction_type as interaction_type,
blocks.graded
from full_responses
join
{{ DBT_PROFILE_TARGET_DATABASE }}.dim_course_blocks blocks
on (
full_responses.course_key = blocks.course_key
and full_responses.problem_id = blocks.block_id
)

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