Monitoring
Query, pipeline, freshness and cost monitoring across the virtualization engine, the ingestion pipelines and the transformation layer, so an administrator can tell whether a slowdown comes from a source system, a pipeline, the query engine or a workload.
Data freshness by layer
| Layer | Last successful refresh | Detail | Source of truth |
|---|---|---|---|
| Bronze | 2026-11-02 06:46 | 211 loads, 1 failed | Pipeline load log |
| Silver | 2026-11-02 23:32:33 | 10 of 10 models succeeded | dbt run results |
| Gold | 2026-11-02 23:32:33 | 10 of 10 models succeeded | dbt run results |
| OMOP | 2026-11-02 23:32:33 | 7 of 7 models succeeded | dbt run results |
Federated query activity by source
| Catalog | Queries | Average seconds | Slowest seconds |
|---|---|---|---|
| lakehouse | 36 | 0.11 | 1.28 |
| mariadb | 36 | 0.11 | 1.28 |
| mssql | 35 | 0.14 | 1.28 |
Pipeline runs (bronze ingestion)
| run_id | source | table_name | rows | started | finished | status | message |
|---|---|---|---|---|---|---|---|
| 211 | mariadb.edw | report_registry | 45 | 2026-11-02 06:46 | 2026-11-02 06:46 | Succeeded | Loaded 45 rows |
| 210 | mariadb.edw | cost_center_actuals | 3,390 | 2026-11-02 06:46 | 2026-11-02 06:46 | Succeeded | Loaded 3390 rows |
| 209 | mariadb.edw | dim_department | 15 | 2026-11-02 06:45 | 2026-11-02 06:45 | Succeeded | Loaded 15 rows |
| 208 | mariadb.edw | payer_contract | 7 | 2026-11-02 06:45 | 2026-11-02 06:45 | Succeeded | Loaded 7 rows |
| 207 | mariadb.edw | claim_line | 123,410 | 2026-11-02 06:43 | 2026-11-02 06:45 | Succeeded | Loaded 123410 rows |
| 206 | mariadb.edw | claim | 75,894 | 2026-11-02 06:41 | 2026-11-02 06:42 | Succeeded | Loaded 75894 rows |
| 205 | legacy_emr.dbo | pathology_report | 3,422 | 2026-11-02 06:41 | 2026-11-02 06:41 | Succeeded | Manual rerun by on-call data engineer after source timeout; batch size reduced to 250 rows. Loaded 3422 rows |
| 204 | legacy_emr.dbo | pathology_report | 0 | 2026-11-02 02:13 | 2026-11-02 02:18 | Failed | Read timed out after 300 s on legacy_emr.dbo.pathology_report while streaming nvarchar(max) column report_text; transaction rolled back, 0 rows committed |
| 203 | legacy_emr.dbo | lab_result | 259,234 | 2026-11-02 02:08 | 2026-11-02 02:13 | Succeeded | Loaded 259234 rows |
| 202 | legacy_emr.dbo | medication_order | 57,484 | 2026-11-02 02:07 | 2026-11-02 02:08 | Succeeded | Loaded 57484 rows |
| 201 | legacy_emr.dbo | procedure_event | 131,467 | 2026-11-02 02:04 | 2026-11-02 02:07 | Succeeded | Loaded 131467 rows |
| 200 | legacy_emr.dbo | diagnosis | 116,151 | 2026-11-02 02:02 | 2026-11-02 02:04 | Succeeded | Loaded 116151 rows |
Slowest recent queries
| Query | Catalogs | Seconds | State |
|---|---|---|---|
SELECT dd.service_line, c.payer, count(DISTINCT sp.enterprise_patient_id) AS patients, coueci-console-virtual-edw | lakehouse, mariadb, mssql | 1.28 | FINISHED |
SELECT dd.service_line, c.payer, count(DISTINCT sp.enterprise_patient_id) AS patients, coueci-console-virtual-edw | lakehouse, mariadb, mssql | 1.12 | FINISHED |
select count(*) from mssql.dbo.patienteci-console | mssql | 0.38 | FINISHED |
select count(*) from mssql.dbo.patienteci-console | mssql | 0.34 | FINISHED |
select count(*) from mssql.dbo.patienteci-console | mssql | 0.24 | FINISHED |
EXPLAIN SELECT dd.service_line, c.payer, count(DISTINCT sp.enterprise_patient_id) AS patieeci-console | lakehouse, mariadb, mssql | 0.15 | FINISHED |
Transformation models (dbt)
Last run 2026-11-02 23:32:34: 27 of 27 models built, 76 of 76 data tests passed.
| Model | Schema | Seconds | Status |
|---|---|---|---|
fact_encounter | gold | 0.05 | Succeeded |
visit_occurrence | omop | 0.04 | Succeeded |
dp_revenue_cycle | gold | 0.04 | Succeeded |
dim_department | gold | 0.04 | Succeeded |
claim | silver | 0.03 | Succeeded |
procedure_occurrence | omop | 0.02 | Succeeded |
measurement | omop | 0.02 | Succeeded |
diagnosis | silver | 0.02 | Succeeded |
dim_provider | gold | 0.02 | Succeeded |
dp_longitudinal_oncology_record | gold | 0.02 | Succeeded |
Workspace capacity and cost allocation, current month
| Workspace | Domain | Capacity | Capacity unit hours | Share | Budget use | Storage GB | Chargeback |
|---|---|---|---|---|---|---|---|
| Data Engineering | Ingestion and transformation | F64 shared | 1,760.0 | 34.4% | 88% |
0.131 | $316.80 |
| Enterprise Reporting | Finance and revenue cycle | F64 shared | 1,420.0 | 27.8% | 89% |
0.127 | $255.60 |
| Clinical Operations | Clinical operations and quality | F64 shared | 980.0 | 19.2% | 89% |
0.104 | $176.40 |
| Conversion Factory | EHR conversion and reconciliation | F32 conversion | 640.0 | 12.5% | 71% |
0.001 | $115.20 |
| Research: I-45678 | Hematologic Oncology research | F32 research | 310.0 | 6.1% | 78% |
0.077 | $55.80 |
| Research: I-34567 | GI Oncology research | F32 research | 0.0 | 0.0% | 0% |
0.077 | $0.00 |
Capacity unit hours are allocated per workspace and charged back at $0.18 per unit hour; storage is measured live per lakehouse schema. Alerts fire at 85 percent of budget.
Recent queries
| Created | Source | Catalogs | Query | Seconds | State |
|---|---|---|---|---|---|
| 2026-11-04 02:01 | eci-console | lakehouse | select count(*) from lakehouse.silver.patient | 0.02 | FINISHED |
| 2026-11-04 02:01 | eci-console | mariadb | select count(*) from mariadb.edw.claim | 0.02 | FINISHED |
| 2026-11-04 02:01 | eci-console | mssql | select count(*) from mssql.dbo.patient | 0.07 | FINISHED |
| 2026-11-04 01:20 | eci-console | lakehouse | select count(*) from lakehouse.silver.patient | 0.02 | FINISHED |
| 2026-11-04 01:20 | eci-console | mariadb | select count(*) from mariadb.edw.claim | 0.02 | FINISHED |
| 2026-11-04 01:20 | eci-console | mssql | select count(*) from mssql.dbo.patient | 0.03 | FINISHED |
| 2026-11-04 01:19 | eci-console | lakehouse, mariadb, mssql | EXPLAIN SELECT dd.service_line, c.payer, count(DISTINCT sp.enterprise_patient_id) AS patients, count(*) AS cla | 0.12 | FINISHED |
| 2026-11-04 01:19 | eci-console-virtual-edw | lakehouse, mariadb, mssql | SELECT dd.service_line, c.payer, count(DISTINCT sp.enterprise_patient_id) AS patients, count(*) AS claims, sum | 1.12 | FINISHED |
| 2026-11-04 01:19 | eci-console | lakehouse | select count(*) from lakehouse.silver.patient | 0.02 | FINISHED |
| 2026-11-04 01:19 | eci-console | mariadb | select count(*) from mariadb.edw.claim | 0.02 | FINISHED |
| 2026-11-04 01:19 | eci-console | mssql | select count(*) from mssql.dbo.patient | 0.05 | FINISHED |
| 2026-11-04 01:04 | eci-console | lakehouse | select count(*) from lakehouse.silver.patient | 0.03 | FINISHED |