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DatabricksPySparkSnowflakeApache Airflow

Incident Progress

Stage 1
Alert Received
Stage 2
Airflow Log Review
Stage 3
Configuration Check
Stage 4
Source Validation
Stage 5
Root Cause Analysis
Stage 6
Incident Creation
Stage 7
Parameter Fix
Stage 8
Prevention & Closure
INCIDENT XP
900 XP
Parameter Status
INVALID
Incorrect process_date configured
Incident Status
OPEN
Production investigation in progress
Pipeline Status
FAILED
No source data found for execution
Business Impact
HIGH
Order snapshot dashboard unavailable

Airflow DAG Monitoring

Airflow Scheduler
Parameter Resolution
Source Data Validation
Order Snapshot Load
Snowflake Refresh
BI Dashboard Update

Incident War Room

BI Team
Today's order snapshot dashboard is empty and reports are showing no data.
Data Engineering Lead
The daily_order_snapshot pipeline failed during execution. Investigating runtime parameters.
Operations Team
A manual DAG trigger was executed this morning with a custom process_date value.
Business Operations
Order reporting is unavailable until the snapshot table is refreshed.
Configuration Incident Timeline
An invalid process_date configuration caused the pipeline to read a non-existent source path, resulting in job failure and missing downstream data.
Configuration Validation Metrics
Runtime Upgrade: 07:30 AM Pipeline Failure: 08:03 AM Dependency Conflict: 08:20 AM Rollback Applied: 08:40 AM Pipeline Restored: 09:05 AM
🔴 HIGH PRIORITY INCIDENT

Incorrect Config / Parameter Incident

Investigate and resolve a production pipeline failure caused by an incorrect configuration parameter that prevented successful data processing.

Pipeline
daily_order_snapshot
Severity
MEDIUM
Production data pipeline failed due to an incorrect process_date parameter that directed the job to a non-existent source data location.

🔔 Alert Received

Business Intelligence team reported that today's order snapshot dashboard is empty.
Alert: [SEV-2] daily_order_snapshot failed Task: load_orders Error: No data found for process_date Severity: HIGH

Root Cause Analysis

Configuration Validation Evidence
Component: Airflow DAG Config
Incorrect process_date Supplied
DETECTED
Component: S3 Source Path
Source Data Not Available
FAILED
Component: Order Snapshot Pipeline
Execution Aborted Due To Invalid Parameter
CRITICAL
Configuration Conflict Monitoring
Expected Process Date
2024-01-14
Configured Process Date
2024-01-15
Source Partition Status
NOT FOUND
Severity
SEV-2
Execution Status
ABORTED

Production Engineering Workspace

Incident Decision Engine

Choose the safest production action to resolve the dependency conflict and restore pipeline execution.