N028-M3 Tier 3 · Intermediate · medium analytics · Streamhub

Return each session's ID, user ID, start time, and effective end time

Part of COALESCE and NULLIF in SQL

The problem

Streamhub's product analytics team is auditing session records for the current reporting day.

Write a query to return each session's ID, user ID, start time, and effective end time.

Assumptions:

  • The sessions table has one row per session with an id, a user_id, a started_at, and an ended_at.
  • Sessions still in progress have a missing ended_at; completed sessions have a recorded ended_at.
  • An in-progress session should appear with an effective end time of 2026-03-22 23:59:59+00; completed sessions should show their recorded ended_at.

Output:

  • One row per session, with columns id, user_id, started_at, and ended_at.
Schema · analytics 5 tables
users
id integer
name text
email text
country text
plan text
signed_up_at timestamptz
is_active boolean
conversions
id integer
user_id integer
converted_at timestamptz
plan text
amount numeric
sessions
id integer
user_id integer
started_at timestamptz
ended_at? timestamptz
event_count integer
events
id integer
user_id integer
session_id? integer
event_type text
occurred_at timestamptz
properties? jsonb
periods
id integer
name text
start_month integer
end_month integer

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Solution query
SELECT
  id,
  user_id,
  started_at,
  COALESCE(ended_at, '2026-03-22 23:59:59+00'::TIMESTAMPTZ) AS ended_at
FROM
  sessions

The shape

COALESCE(ended_at, '2026-03-22 23:59:59+00'::timestamptz) substitutes the end-of-day timestamp for any session that has not closed yet, so every row in the audit has a real effective end time to work with. The ::timestamptz cast is what lets the fallback share a type with the column.

Clause by clause

  • SELECT id, user_id, started_at, COALESCE(ended_at, '2026-03-22 23:59:59+00'::timestamptz) AS ended_at returns each session's identifying columns plus the effective end time. For completed sessions, COALESCE returns the recorded ended_at and the cast is unused; for in-progress sessions, it falls through to the typed literal.
  • FROM sessions reads every session. In-progress sessions stay in the result, since those are exactly the rows the fallback is for.

Why the explicit ::timestamptz cast

COALESCE requires its arguments to share a common type, and PostgreSQL resolves a bare string literal as text by default. Passing a raw '2026-03-22 23:59:59+00' would force a timestamptz versus text comparison and either error out or coerce the column to text. Writing '2026-03-22 23:59:59+00'::timestamptz declares the literal's type up front, so both COALESCE arguments are timestamptz and the result column comes out as timestamptz too, which is what any downstream duration calculation needs.

You practiced COALESCE against a typed literal — substitute a domain-specific timestamp for a missing one so a downstream calculation always has a value.

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