Fix benefit-card timeouts: scalar subquery instead of CROSS JOIN totals (MFB-867) by catonph · Pull Request #101 · MyFriendBen/data-queries

catonph · 2026-06-02T19:31:21Z

Problem

The 'qualified_benefits' and 'immediate_needs' dashboard cards timed out (minutes / never loaded) even after the COALESCE join fix (#99) and the RLS-function-inlining fix (#100).

Root cause

The 'CROSS JOIN totals t' (where 'totals' counts filtered 'mart_screener_data') confused the planner's row estimation for the multi-column COALESCE join. It estimated the join at rows=1 and chose a Nested Loop — which exploded over the ~19k actual joined rows. 'EXPLAIN' showed a cheap plan; real execution timed out. (This is why every isolated test looked fine but the card died.)

Fix

Drop 'totals' / 'CROSS JOIN totals t'; compute the denominator as an inline scalar subquery in the '% of Screeners' expression. Identical result, but the planner now picks a Hash Join.

Verification

Raw 'EXPLAIN ANALYZE' (real data, date filter): 96 ms, Hash Join (was: timeout / Nested Loop).
Ran through the real Metabase RLS path (editor, date filter applied): returns fast. This is the validation the earlier fixes never actually passed.

Scope

Applied to all 3 benefit/needs cards. 'current_benefits' already worked (#98 indexed 'screen_id' join) but carried the same 'CROSS JOIN' pattern → same treatment to remove latent risk.

Audited all other cards: remaining 'CROSS JOIN totals' usages are single-table (no join) or join on an indexed single 'screener_id' key with a tiny aggregated cross join — not the at-risk shape. No change needed.

Card SQL only — no mart/model change, no dbt run. Deploys via Terraform on merge.

Concludes the MFB-867 dashboard perf saga (#96 → #97 → #98 → #99 → #100 → this).

🤖 Generated with Claude Code

Summary by CodeRabbit

Refactor
- Enhanced dashboard query performance by optimizing calculation structures in benefit screening reports.

…uery (MFB-867) The qualified_benefits / immediate_needs cards timed out on the dashboard even after the join (#99) and RLS-function-inlining (#100) fixes. Root cause: the `CROSS JOIN totals t` (where `totals` is a count over filtered mart_screener_data) confused the planner's row estimation for the multi-column COALESCE join, so it estimated the join at rows=1 and chose a Nested Loop — which exploded over the ~19k actual joined rows. EXPLAIN looked cheap; real execution timed out. Fix: drop `totals`/`CROSS JOIN totals t` and compute the denominator as an inline scalar subquery in the `% of Screeners` expression. Same result, but the planner now picks a Hash Join. Verified through the real Metabase RLS path (date filter applied): qualified_benefits returns fast; raw EXPLAIN ANALYZE = 96ms (Hash Join, not Nested Loop), down from timeout. Applied to all three benefit/needs cards for consistency. current_benefits already worked (indexed screen_id join, #98) but carried the same CROSS JOIN pattern, so it gets the same treatment to remove the latent risk. Audited the other dashboard cards: the remaining CROSS JOIN totals usages are either single-table (no join) or join on an indexed single screener_id key with a tiny aggregated cross join — not the at-risk shape. No change needed there. Card SQL only — no mart/model change, no dbt run. Deploys via Terraform on merge. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

coderabbitai · 2026-06-02T19:31:35Z

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📝 Walkthrough

Walkthrough

Three SQL dashboard queries are refactored to compute percentage-of-screeners denominators inline instead of using a shared totals CTE. The totals CTE and its CROSS JOIN are removed from each query, and the percentage calculations now use filtered count(*) subqueries with nullif(..., 0) guards.

Changes

Percentage-of-screeners calculation refactoring

Layer / File(s)	Summary
Replace totals CTE with inline subqueries across all three queries `dashboards/sql/current_benefits.sql`, `dashboards/sql/immediate_needs.sql`, `dashboards/sql/qualified_benefits.sql`	The totals CTE is removed from the WITH clause in all three files. Percentage-of-screeners calculations are updated to use inline `count(*)` subqueries with the same dynamic filters. CROSS JOIN clauses referencing totals are removed. Division by zero is guarded with `nullif(..., 0)`.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~12 minutes

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title clearly and specifically describes the main change: replacing CROSS JOIN totals with scalar subqueries to fix dashboard timeouts, with the issue reference.
Description check	✅ Passed	The description comprehensively covers the problem, root cause analysis, the fix applied, verification steps including EXPLAIN ANALYZE results, and deployment scope.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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Commit unit tests in branch caton/mfb-867-fix-card-nested-loop

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github-actions · 2026-06-02T19:31:52Z

Terraform Plan 📖

Show Plan

data.external.metabase_ids: Reading...
metabase_database.postgres: Refreshing state... [name=MFB PostgreSQL Analytics]
metabase_permissions_group.global: Refreshing state... [name=Global Viewers]
metabase_permissions_group.tenant["nc"]: Refreshing state... [name=North Carolina Viewers]
metabase_permissions_group.tenant["co"]: Refreshing state... [name=Colorado Viewers]
metabase_database.bigquery[0]: Refreshing state... [name=MFB BigQuery Analytics]
metabase_permissions_group.tenant["ma"]: Refreshing state... [name=Massachusetts Viewers]
metabase_permissions_group.tenant["wa"]: Refreshing state... [name=Washington Viewers]
metabase_permissions_group.tenant["cesn"]: Refreshing state... [name=CESN Viewers]
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metabase_permissions_group.tenant["tx"]: Refreshing state... [name=Texas Viewers]
metabase_permissions_group.tenant["co_tax_calculator"]: Refreshing state... [name=CO Tax Calculator Viewers]
metabase_permissions_group.tenant_editor["ma"]: Refreshing state... [name=Massachusetts Editors]
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metabase_database.tenant_postgres["cesn"]: Refreshing state... [name=MFB PostgreSQL CESN]
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metabase_database.tenant_postgres["tx"]: Refreshing state... [name=MFB PostgreSQL Texas]
metabase_database.tenant_postgres["co_tax_calculator"]: Refreshing state... [name=MFB PostgreSQL CO Tax Calculator]
time_sleep.wait_for_database_sync: Refreshing state... [id=2026-03-20T21:10:50Z]
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data.external.filter_field_ids: Reading...
data.metabase_table.tenant_screen_summary_tables["cesn"]: Reading...
data.metabase_table.screen_summary_table: Reading...
data.metabase_table.tenant_screen_summary_tables["co"]: Reading...
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data.metabase_table.tenant_screen_summary_tables["co_tax_calculator"]: Reading...
metabase_collection.global: Refreshing state... [id=5]
data.metabase_table.tenant_screen_summary_tables["tx"]: Reading...
data.metabase_table.tenant_screen_summary_tables["ma"]: Reading...
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data.metabase_table.tenant_screen_summary_tables["nc"]: Reading...
data.metabase_table.tenant_screen_summary_tables["il"]: Read complete after 1s [name=mart_screener_data]
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metabase_collection.tenant_collection_nc: Refreshing state... [id=6]
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metabase_card.global_income_streams: Refreshing state...
data.metabase_table.tenant_screen_summary_tables["co_tax_calculator"]: Read complete after 1s [name=mart_screener_data]
metabase_card.global_completed_screeners: Refreshing state...
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metabase_card.global_top_counties: Refreshing state...
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data.metabase_table.screen_summary_table: Read complete after 1s [name=mart_screener_data]
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metabase_card.global_top_partners: Refreshing state...
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metabase_card.tenant_household_assets_distribution["ma"]: Refreshing state...
metabase_card.tenant_household_assets_distribution["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_household_assets_distribution["tx"]: Refreshing state...
metabase_card.tenant_household_assets_distribution["cesn"]: Refreshing state...
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metabase_card.tenant_immediate_needs_table["co_tax_calculator"]: Refreshing state...
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metabase_card.cesn_needs_water_heater["co_tax_calculator"]: Refreshing state...
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metabase_card.tenant_median_household_size["co_tax_calculator"]: Refreshing state...
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metabase_card.tenant_median_annual_income["ma"]: Refreshing state...
metabase_card.tenant_median_monthly_income["co"]: Refreshing state...
metabase_card.cesn_renters_daily_screeners["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_household_sizes["tx"]: Refreshing state...
metabase_card.cesn_renters_completed["co"]: Refreshing state...
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metabase_card.cesn_needs_stove["ma"]: Refreshing state...
metabase_card.cesn_needs_stove["cesn"]: Refreshing state...
metabase_card.cesn_needs_stove["tx"]: Refreshing state...
metabase_card.cesn_needs_stove["co"]: Refreshing state...
metabase_card.cesn_needs_stove["nc"]: Refreshing state...
metabase_card.cesn_needs_stove["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_completed["nc"]: Refreshing state...
metabase_card.tenant_household_sizes["il"]: Refreshing state...
metabase_card.tenant_household_sizes["cesn"]: Refreshing state...
metabase_card.tenant_household_sizes["co"]: Refreshing state...
metabase_card.tenant_household_sizes["ma"]: Refreshing state...
metabase_card.tenant_household_sizes["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_annual_income["co"]: Refreshing state...
metabase_card.tenant_median_annual_income["cesn"]: Refreshing state...
metabase_card.tenant_median_annual_income["il"]: Refreshing state...
metabase_card.tenant_median_annual_income["nc"]: Refreshing state...
metabase_card.tenant_median_annual_income["tx"]: Refreshing state...
metabase_card.tenant_median_annual_income["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_monthly_income["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_monthly_income["il"]: Refreshing state...
metabase_card.tenant_median_monthly_income["tx"]: Refreshing state...
metabase_card.tenant_median_monthly_income["cesn"]: Refreshing state...
metabase_card.cesn_renters_completed["ma"]: Refreshing state...
metabase_card.tenant_household_sizes["nc"]: Refreshing state...
metabase_card.cesn_renters_completed["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_completed["cesn"]: Refreshing state...
metabase_card.cesn_renters_completed["tx"]: Refreshing state...
metabase_card.cesn_renters_completed["il"]: Refreshing state...
metabase_card.cesn_homeowners_completed["tx"]: Refreshing state...
metabase_card.cesn_renters_completed["nc"]: Refreshing state...
metabase_card.cesn_homeowners_completed["ma"]: Refreshing state...
metabase_card.tenant_median_monthly_income["nc"]: Refreshing state...
metabase_card.tenant_median_monthly_income["ma"]: Refreshing state...
metabase_card.cesn_homeowners_completed["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_completed["co"]: Refreshing state...
metabase_card.cesn_homeowners_completed["il"]: Refreshing state...
metabase_card.cesn_homeowners_completed["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_top_partners["co"]: Refreshing state...
metabase_card.tenant_top_partners["cesn"]: Refreshing state...
metabase_card.tenant_top_partners["nc"]: Refreshing state...
metabase_card.tenant_top_partners["ma"]: Refreshing state...
metabase_card.tenant_top_partners["il"]: Refreshing state...
metabase_card.tenant_top_partners["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_top_partners["tx"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["il"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["co"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["tx"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["ma"]: Refreshing state...
metabase_card.tenant_median_household_assets["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_old_car["nc"]: Refreshing state...
metabase_card.tenant_median_household_assets["il"]: Refreshing state...
metabase_card.tenant_median_household_assets["co"]: Refreshing state...
metabase_card.tenant_median_household_assets["nc"]: Refreshing state...
metabase_card.tenant_median_household_assets["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_household_assets["ma"]: Refreshing state...
metabase_card.tenant_median_household_assets["tx"]: Refreshing state...
metabase_card.cesn_renters_disconnected["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_disconnected["co"]: Refreshing state...
metabase_card.cesn_renters_disconnected["nc"]: Refreshing state...
metabase_card.cesn_renters_disconnected["il"]: Refreshing state...
metabase_card.cesn_renters_disconnected["ma"]: Refreshing state...
metabase_card.cesn_renters_disconnected["tx"]: Refreshing state...
metabase_card.cesn_renters_disconnected["cesn"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["il"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["ma"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["co"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["nc"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["tx"]: Refreshing state...
metabase_card.tenant_total_tax_benefits["cesn"]: Refreshing state...
metabase_card.tenant_income_streams["co"]: Refreshing state...
metabase_card.tenant_income_streams["tx"]: Refreshing state...
metabase_card.tenant_income_streams["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_income_streams["il"]: Refreshing state...
metabase_card.cesn_renters_past_due["nc"]: Refreshing state...
metabase_card.cesn_renters_past_due["co"]: Refreshing state...
metabase_card.tenant_income_streams["ma"]: Refreshing state...
metabase_card.cesn_renters_past_due["tx"]: Refreshing state...
metabase_card.cesn_renters_past_due["ma"]: Refreshing state...
metabase_card.tenant_income_streams["nc"]: Refreshing state...
metabase_card.tenant_income_streams["cesn"]: Refreshing state...
metabase_card.cesn_renters_past_due["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_past_due["cesn"]: Refreshing state...
metabase_card.cesn_renters_past_due["il"]: Refreshing state...
metabase_card.tenant_total_benefits["cesn"]: Refreshing state...
metabase_card.tenant_total_benefits["nc"]: Refreshing state...
metabase_card.tenant_total_benefits["il"]: Refreshing state...
metabase_card.tenant_total_benefits["ma"]: Refreshing state...
metabase_card.tenant_total_benefits["tx"]: Refreshing state...
metabase_card.tenant_total_benefits["co"]: Refreshing state...
metabase_card.tenant_total_benefits["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["nc"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["tx"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["il"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["ma"]: Refreshing state...
metabase_card.cesn_homeowners_gas_provider["co"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["co"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["cesn"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["il"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["tx"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["ma"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["co"]: Refreshing state...
metabase_card.cesn_renters_electric_provider["nc"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["tx"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["tx"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["il"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["ma"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["cesn"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_total_non_tax_benefits["nc"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["nc"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["co"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["ma"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["nc"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_electric_provider["il"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["cesn"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["ma"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["il"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["tx"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_monthly_expenses["co"]: Refreshing state...
metabase_card.tenant_household_languages["co"]: Refreshing state...
metabase_card.tenant_household_languages["cesn"]: Refreshing state...
metabase_card.tenant_completed_screeners["nc"]: Refreshing state...
metabase_card.tenant_household_languages["nc"]: Refreshing state...
metabase_card.tenant_household_languages["ma"]: Refreshing state...
metabase_card.tenant_completed_screeners["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_completed_screeners["tx"]: Refreshing state...
metabase_card.tenant_completed_screeners["il"]: Refreshing state...
metabase_card.tenant_household_languages["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_household_languages["il"]: Refreshing state...
metabase_card.tenant_completed_screeners["ma"]: Refreshing state...
metabase_card.tenant_completed_screeners["cesn"]: Refreshing state...
metabase_card.tenant_household_languages["tx"]: Refreshing state...
metabase_card.tenant_completed_screeners["co"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["ma"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["co"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["nc"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["tx"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["cesn"]: Refreshing state...
metabase_card.tenant_daily_screeners_7d["il"]: Refreshing state...
metabase_card.tenant_household_member_ages["tx"]: Refreshing state...
metabase_card.tenant_household_member_ages["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_household_member_ages["co"]: Refreshing state...
metabase_card.tenant_household_member_ages["ma"]: Refreshing state...
metabase_card.tenant_household_member_ages["il"]: Refreshing state...
metabase_card.tenant_household_member_ages["nc"]: Refreshing state...
metabase_card.tenant_household_member_ages["cesn"]: Refreshing state...
metabase_card.tenant_common_expenses["nc"]: Refreshing state...
metabase_card.tenant_common_expenses["co"]: Refreshing state...
metabase_card.tenant_common_expenses["tx"]: Refreshing state...
metabase_card.tenant_common_expenses["cesn"]: Refreshing state...
metabase_card.tenant_common_expenses["il"]: Refreshing state...
metabase_card.tenant_common_expenses["ma"]: Refreshing state...
metabase_card.tenant_common_expenses["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["co"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["nc"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["cesn"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["tx"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["ma"]: Refreshing state...
metabase_card.tenant_median_annual_tax_credits["il"]: Refreshing state...
metabase_card.cesn_needs_hvac["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_needs_hvac["ma"]: Refreshing state...
metabase_card.cesn_needs_hvac["cesn"]: Refreshing state...
metabase_card.cesn_needs_hvac["nc"]: Refreshing state...
metabase_card.cesn_needs_hvac["tx"]: Refreshing state...
metabase_card.cesn_needs_hvac["il"]: Refreshing state...
metabase_card.cesn_needs_hvac["co"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["ma"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["tx"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["nc"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["cesn"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["co"]: Refreshing state...
metabase_card.tenant_median_annual_benefits["il"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["il"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["tx"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["nc"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["cesn"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["co"]: Refreshing state...
metabase_card.tenant_median_monthly_benefits["ma"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["nc"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["tx"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["ma"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["co"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["il"]: Refreshing state...
metabase_card.cesn_renters_gas_provider["cesn"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["cesn"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["tx"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["co"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["ma"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["nc"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["il"]: Refreshing state...
metabase_card.tenant_already_had_benefits_pct["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["co"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["il"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["nc"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["tx"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["ma"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_qualified_pct["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["nc"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["tx"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["il"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["co"]: Refreshing state...
metabase_card.cesn_homeowners_past_due["ma"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["co"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["nc"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["tx"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["ma"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["cesn"]: Refreshing state...
metabase_card.tenant_qualified_benefits_table["il"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["tx"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["co"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["il"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["nc"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["ma"]: Refreshing state...
metabase_card.cesn_renters_qualified_pct["cesn"]: Refreshing state...
metabase_card.tenant_top_counties["cesn"]: Refreshing state...
metabase_card.tenant_top_counties["tx"]: Refreshing state...
metabase_card.tenant_top_counties["co"]: Refreshing state...
metabase_card.tenant_top_counties["il"]: Refreshing state...
metabase_card.tenant_top_counties["ma"]: Refreshing state...
metabase_card.tenant_top_counties["nc"]: Refreshing state...
metabase_card.tenant_top_counties["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["co"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["ma"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["nc"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["tx"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["il"]: Refreshing state...
metabase_card.tenant_qualified_for_benefits_pct["cesn"]: Refreshing state...
metabase_card.tenant_current_benefits_table["il"]: Refreshing state...
metabase_card.tenant_current_benefits_table["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_current_benefits_table["nc"]: Refreshing state...
metabase_card.tenant_current_benefits_table["ma"]: Refreshing state...
metabase_card.tenant_current_benefits_table["cesn"]: Refreshing state...
metabase_card.tenant_current_benefits_table["tx"]: Refreshing state...
metabase_card.tenant_current_benefits_table["co"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["ma"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["tx"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["co"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["cesn"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["nc"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["il"]: Refreshing state...
metabase_card.tenant_qualified_for_tax_creds_pct["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["co"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["ma"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["cesn"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["il"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["nc"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["tx"]: Refreshing state...
metabase_card.cesn_homeowners_disconnected["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_total_individuals["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_total_individuals["il"]: Refreshing state...
metabase_card.tenant_total_individuals["nc"]: Refreshing state...
metabase_card.tenant_total_individuals["co"]: Refreshing state...
metabase_card.tenant_total_individuals["cesn"]: Refreshing state...
metabase_card.tenant_total_individuals["tx"]: Refreshing state...
metabase_card.tenant_total_individuals["ma"]: Refreshing state...
metabase_card.cesn_renters_old_car["il"]: Refreshing state...
metabase_card.cesn_renters_old_car["cesn"]: Refreshing state...
metabase_card.cesn_renters_old_car["ma"]: Refreshing state...
metabase_card.cesn_renters_old_car["tx"]: Refreshing state...
metabase_card.cesn_renters_old_car["co"]: Refreshing state...
metabase_card.cesn_renters_old_car["co_tax_calculator"]: Refreshing state...
metabase_card.cesn_renters_old_car["nc"]: Refreshing state...
metabase_card.tenant_household_income_distribution["tx"]: Refreshing state...
metabase_card.tenant_household_income_distribution["co"]: Refreshing state...
metabase_card.tenant_household_income_distribution["ma"]: Refreshing state...
metabase_card.tenant_household_income_distribution["cesn"]: Refreshing state...
metabase_card.tenant_household_income_distribution["co_tax_calculator"]: Refreshing state...
metabase_card.tenant_household_income_distribution["il"]: Refreshing state...
metabase_card.tenant_household_income_distribution["nc"]: Refreshing state...
metabase_dashboard.tenant_analytics["ma"]: Refreshing state... [name=Massachusetts Dashboard]
metabase_dashboard.tenant_analytics["tx"]: Refreshing state... [name=Texas Dashboard]
metabase_dashboard.tenant_analytics["co"]: Refreshing state... [name=Colorado Dashboard]
metabase_dashboard.tenant_analytics["cesn"]: Refreshing state... [name=CESN Dashboard]
metabase_dashboard.tenant_analytics["co_tax_calculator"]: Refreshing state... [name=CO Tax Calculator Dashboard]
metabase_dashboard.tenant_analytics["il"]: Refreshing state... [name=Illinois Dashboard]
metabase_dashboard.tenant_analytics["nc"]: Refreshing state... [name=North Carolina Dashboard]

Terraform used the selected providers to generate the following execution
plan. Resource actions are indicated with the following symbols:
  + create
  ~ update in-place

Terraform planned the following actions, but then encountered a problem:

  # metabase_card.cesn_homeowners_completed["wa"] will be created
  + resource "metabase_card" "cesn_homeowners_completed" {
      + id   = (known after apply)
      + json = jsonencode(
            {
              + cache_ttl              = null
              + collection_id          = 273
              + collection_position    = null
              + dataset_query          = {
                  + database = 34
                  + native   = {
                      + query         = "SELECT count(*) AS count FROM analytics.mart_screener_data WHERE is_home_owner = true [[AND {{submission_date}}]] [[AND {{partner}}]] [[AND {{county}}]]"
                      + template-tags = {
                          + county          = {
                              + dimension    = [
                                  + "field",
                                  + 57992,
                                  + null,
                                ]
                              + display-name = "County"
                              + id           = "county_filter"
                              + name         = "county"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + partner         = {
                              + dimension    = [
                                  + "field",
                                  + 58029,
                                  + null,
                                ]
                              + display-name = "Partner"
                              + id           = "partner_filter"
                              + name         = "partner"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + submission_date = {
                              + dimension    = [
                                  + "field",
                                  + 58032,
                                  + null,
                                ]
                              + display-name = "Submission Date"
                              + id           = "date_range_filter"
                              + name         = "submission_date"
                              + type         = "dimension"
                              + widget-type  = "date/all-options"
                            }
                          + utm_campaign    = {
                              + dimension    = [
                                  + "field",
                                  + 58050,
                                  + null,
                                ]
                              + display-name = "UTM Campaign"
                              + id           = "utm_campaign_filter"
                              + name         = "utm_campaign"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_medium      = {
                              + dimension    = [
                                  + "field",
                                  + 58053,
                                  + null,
                                ]
                              + display-name = "UTM Medium"
                              + id           = "utm_medium_filter"
                              + name         = "utm_medium"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_source      = {
                              + dimension    = [
                                  + "field",
                                  + 57963,
                                  + null,
                                ]
                              + display-name = "UTM Source"
                              + id           = "utm_source_filter"
                              + name         = "utm_source"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                        }
                    }
                  + type     = "native"
                }
              + description            = null
              + display                = "scalar"
              + name                   = "Homeowners – Completed Screeners"
              + parameter_mappings     = []
              + parameters             = []
              + query_type             = "native"
              + visualization_settings = {
                  + "scalar.field" = "count"
                }
            }
        )
    }

  # metabase_card.cesn_homeowners_daily_screeners["wa"] will be created
  + resource "metabase_card" "cesn_homeowners_daily_screeners" {
      + id   = (known after apply)
      + json = jsonencode(
            {
              + cache_ttl              = null
              + collection_id          = 273
              + collection_position    = null
              + dataset_query          = {
                  + database = 34
                  + native   = {
                      + query         = <<-EOT
                            SELECT submission_date, count(*) AS "Screeners"
                            FROM analytics.mart_screener_data
                            WHERE is_home_owner = true
                              [[AND {{submission_date}}]]
                              [[AND {{partner}}]]
                              [[AND {{county}}]]
                            GROUP BY submission_date ORDER BY submission_date
                        EOT
                      + template-tags = {
                          + county          = {
                              + dimension    = [
                                  + "field",
                                  + 57992,
                                  + null,
                                ]
                              + display-name = "County"
                              + id           = "county_filter"
                              + name         = "county"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + partner         = {
                              + dimension    = [
                                  + "field",
                                  + 58029,
                                  + null,
                                ]
                              + display-name = "Partner"
                              + id           = "partner_filter"
                              + name         = "partner"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + submission_date = {
                              + default      = "past7days"
                              + dimension    = [
                                  + "field",
                                  + 58032,
                                  + null,
                                ]
                              + display-name = "Submission Date"
                              + id           = "date_range_filter"
                              + name         = "submission_date"
                              + type         = "dimension"
                              + widget-type  = "date/all-options"
                            }
                          + utm_campaign    = {
                              + dimension    = [
                                  + "field",
                                  + 58050,
                                  + null,
                                ]
                              + display-name = "UTM Campaign"
                              + id           = "utm_campaign_filter"
                              + name         = "utm_campaign"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_medium      = {
                              + dimension    = [
                                  + "field",
                                  + 58053,
                                  + null,
                                ]
                              + display-name = "UTM Medium"
                              + id           = "utm_medium_filter"
                              + name         = "utm_medium"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_source      = {
                              + dimension    = [
                                  + "field",
                                  + 57963,
                                  + null,
                                ]
                              + display-name = "UTM Source"
                              + id           = "utm_source_filter"
                              + name         = "utm_source"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                        }
                    }
                  + type     = "native"
                }
              + description            = null
              + display                = "bar"
              + name                   = "Homeowners – Daily Screeners"
              + parameter_mappings     = []
              + parameters             = []
              + query_type             = "native"
              + visualization_settings = {
                  + "graph.dimensions"        = [
                      + "SUBMISSION_DATE",
                    ]
                  + "graph.metrics"           = [
                      + "Screeners",
                    ]
                  + "graph.show_values"       = true
                  + "graph.x_axis.title_text" = "Date"
                  + "graph.y_axis.title_text" = "Screeners Completed"
                }
            }
        )
    }

  # metabase_card.cesn_homeowners_disconnected["wa"] will be created
  + resource "metabase_card" "cesn_homeowners_disconnected" {
      + id   = (known after apply)
      + json = jsonencode(
            {
              + cache_ttl              = null
              + collection_id          = 273
              + collection_position    = null
              + dataset_query          = {
                  + database = 34
                  + native   = {
                      + query         = <<-EOT
                            SELECT
                              CASE WHEN electricity_is_disconnected THEN 'Yes' ELSE 'No' END AS "Answer",
                              count(*) AS "# of Screeners"
                            FROM analytics.mart_screener_data
                            WHERE is_home_owner = true
                              AND electricity_is_disconnected IS NOT NULL
                              [[AND {{submission_date}}]]
                              [[AND {{partner}}]]
                              [[AND {{county}}]]
                            GROUP BY 1
                            ORDER BY 1
                        EOT
                      + template-tags = {
                          + county          = {
                              + dimension    = [
                                  + "field",
                                  + 57992,
                                  + null,
                                ]
                              + display-name = "County"
                              + id           = "county_filter"
                              + name         = "county"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + partner         = {
                              + dimension    = [
                                  + "field",
                                  + 58029,
                                  + null,
                                ]
                              + display-name = "Partner"
                              + id           = "partner_filter"
                              + name         = "partner"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + submission_date = {
                              + dimension    = [
                                  + "field",
                                  + 58032,
                                  + null,
                                ]
                              + display-name = "Submission Date"
                              + id           = "date_range_filter"
                              + name         = "submission_date"
                              + type         = "dimension"
                              + widget-type  = "date/all-options"
                            }
                          + utm_campaign    = {
                              + dimension    = [
                                  + "field",
                                  + 58050,
                                  + null,
                                ]
                              + display-name = "UTM Campaign"
                              + id           = "utm_campaign_filter"
                              + name         = "utm_campaign"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_medium      = {
                              + dimension    = [
                                  + "field",
                                  + 58053,
                                  + null,
                                ]
                              + display-name = "UTM Medium"
                              + id           = "utm_medium_filter"
                              + name         = "utm_medium"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_source      = {
                              + dimension    = [
                                  + "field",
                                  + 57963,
                                  + null,
                                ]
                              + display-name = "UTM Source"
                              + id           = "utm_source_filter"
                              + name         = "utm_source"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                        }
                    }
                  + type     = "native"
                }
              + description            = null
              + display                = "bar"
              + name                   = "Homeowners – Utility Currently Disconnected?"
              + parameter_mappings     = []
              + parameters             = []
              + query_type             = "native"
              + visualization_settings = {
                  + "graph.dimensions"  = [
                      + "Answer",
                    ]
                  + "graph.metrics"     = [
                      + "# of Screeners",
                    ]
                  + "graph.show_values" = true
                  + series_settings     = {
                      + "# of Screeners" = {
                          + color = "#509EE3"
                        }
                    }
                }
            }
        )
    }

  # metabase_card.cesn_homeowners_electric_provider["wa"] will be created
  + resource "metabase_card" "cesn_homeowners_electric_provider" {
      + id   = (known after apply)
      + json = jsonencode(
            {
              + cache_ttl              = null
              + collection_id          = 273
              + collection_position    = null
              + dataset_query          = {
                  + database = 34
                  + native   = {
                      + query         = <<-EOT
                            SELECT
                              COALESCE(electric_provider_name, electric_provider, '(Unknown)') AS "Provider",
                              count(*) AS "# of Screeners"
                            FROM analytics.mart_screener_data
                            WHERE is_home_owner = true
                              AND electric_provider IS NOT NULL
                              [[AND {{submission_date}}]]
                              [[AND {{partner}}]]
                              [[AND {{county}}]]
                            GROUP BY 1
                            ORDER BY 2 DESC
                            LIMIT 20
                        EOT
                      + template-tags = {
                          + county          = {
                              + dimension    = [
                                  + "field",
                                  + 57992,
                                  + null,
                                ]
                              + display-name = "County"
                              + id           = "county_filter"
                              + name         = "county"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + partner         = {
                              + dimension    = [
                                  + "field",
                                  + 58029,
                                  + null,
                                ]
                              + display-name = "Partner"
                              + id           = "partner_filter"
                              + name         = "partner"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + submission_date = {
                              + dimension    = [
                                  + "field",
                                  + 58032,
                                  + null,
                                ]
                              + display-name = "Submission Date"
                              + id           = "date_range_filter"
                              + name         = "submission_date"
                              + type         = "dimension"
                              + widget-type  = "date/all-options"
                            }
                          + utm_campaign    = {
                              + dimension    = [
                                  + "field",
                                  + 58050,
                                  + null,
                                ]
                              + display-name = "UTM Campaign"
                              + id           = "utm_campaign_filter"
                              + name         = "utm_campaign"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_medium      = {
                              + dimension    = [
                                  + "field",
                                  + 58053,
                                  + null,
                                ]
                              + display-name = "UTM Medium"
                              + id           = "utm_medium_filter"
                              + name         = "utm_medium"
                              + type         = "dimension"
                              + widget-type  = "string/="
                            }
                          + utm_source      = {
                              + dimension    = [
                                  + "field",
                                  + 57963,
                                  + null,
                                ]
                              + display-name = "UTM Source"
                              + id           = "utm_source_filter"
                              + name         = "utm_source"
                              + type         = "dimension"

... (truncated — full plan is 411732 bytes)

Pusher: @catonph, Action: pull_request, Environment: production

The WA (Washington) tenant Terraform config was merged to main before the tenant was deploy-ready, causing terraform-apply on main to fail while provisioning ~51 WA resources. Because Terraform applies all-or-nothing per run, this blocked ALL main deploys to Metabase — including the benefit-card perf fix (#101), which is correct but stuck behind the failing apply. Reverting the WA config restores main to a cleanly-applyable state so #101 and future changes deploy. WA dashboard work should land via its own branch once the WA tenant (Metabase DB, permission groups, secrets) is fully set up and the apply is verified. Also removes stray .DS_Store files committed with that change. Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

…marshal terraform-apply on main started failing today at metabase_permissions_graph.graph: Error: Unexpected error while calling the Metabase API for 'get permissions graph'. json: cannot unmarshal object into Go struct field PermissionsGraphDatabasePermissions.groups.create-queries Provider 0.14.1 only modeled `create-queries` as a scalar string, but Metabase returns it as an OBJECT once a group is granted granular (per-schema/per-table) create-query permissions via the Admin Permissions UI. So a UI permissions change (not a repo change) made the provider fail on state refresh, blocking ALL prod deploys — including the already-merged benefit-card perf fix (#101). Provider 0.14.2 fixes exactly this (changelog: "Handle create_queries as either a simple string or a serialized JSON object"). The `~> 0.14` constraint already allowed it; the lockfile was pinned to 0.14.1. Bumped constraint to `>= 0.14.2, ~> 0.14` and refreshed the lock for linux_amd64 (CI) + darwin_arm64. Unblocks deploys; no permissions.tf change needed (the granular UI perms are now parsed correctly rather than reverted). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

…block deploys) (#104) * Revert "wa progress" (46663bd) to unblock prod deploys The WA (Washington) tenant Terraform config was merged to main before the tenant was deploy-ready, causing terraform-apply on main to fail while provisioning ~51 WA resources. Because Terraform applies all-or-nothing per run, this blocked ALL main deploys to Metabase — including the benefit-card perf fix (#101), which is correct but stuck behind the failing apply. Reverting the WA config restores main to a cleanly-applyable state so #101 and future changes deploy. WA dashboard work should land via its own branch once the WA tenant (Metabase DB, permission groups, secrets) is fully set up and the apply is verified. Also removes stray .DS_Store files committed with that change. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> * Bump flovouin/metabase provider to 0.14.2 to fix permissions_graph unmarshal terraform-apply on main started failing today at metabase_permissions_graph.graph: Error: Unexpected error while calling the Metabase API for 'get permissions graph'. json: cannot unmarshal object into Go struct field PermissionsGraphDatabasePermissions.groups.create-queries Provider 0.14.1 only modeled `create-queries` as a scalar string, but Metabase returns it as an OBJECT once a group is granted granular (per-schema/per-table) create-query permissions via the Admin Permissions UI. So a UI permissions change (not a repo change) made the provider fail on state refresh, blocking ALL prod deploys — including the already-merged benefit-card perf fix (#101). Provider 0.14.2 fixes exactly this (changelog: "Handle create_queries as either a simple string or a serialized JSON object"). The `~> 0.14` constraint already allowed it; the lockfile was pinned to 0.14.1. Bumped constraint to `>= 0.14.2, ~> 0.14` and refreshed the lock for linux_amd64 (CI) + darwin_arm64. Unblocks deploys; no permissions.tf change needed (the granular UI perms are now parsed correctly rather than reverted). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

catonph temporarily deployed to production June 2, 2026 19:31 — with GitHub Actions Inactive

catonph merged commit 4b1f6f8 into main Jun 2, 2026
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catonph mentioned this pull request Jun 2, 2026

Revert 'wa progress' to unblock prod deploys #103

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catonph mentioned this pull request Jun 2, 2026

Bump metabase provider to 0.14.2 (fix permissions_graph unmarshal, unblock deploys) #104

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IrynaKolh mentioned this pull request Jun 8, 2026

Fix dashboard filter semi-join leak in current/previous benefits cards #105

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Fix benefit-card timeouts: scalar subquery instead of CROSS JOIN totals (MFB-867)#101

Fix benefit-card timeouts: scalar subquery instead of CROSS JOIN totals (MFB-867)#101
catonph merged 1 commit into
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caton/mfb-867-fix-card-nested-loop

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Terraform Plan 📖

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catonph commented Jun 2, 2026 •

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