WIA-DATA-004 - Interactive Simulator

📥 Data Ingestion

Extract data from various sources

Data Source

Ingestion Mode

Sample Data (JSON)

🔄 Data Transformation

Transform and enrich your data

Transformation Pattern

Transformations

Clean & Deduplicate Normalize Data Enrich with External Data Aggregate & Group

🎯 Pipeline Orchestration

Manage workflow dependencies and scheduling

📥

Extract

Ready

→

✅

Validate

Pending

→

🔄

Transform

Pending

→

💾

Load

Pending

→

✅

Verify

Pending

Orchestrator

Schedule

📊 Pipeline Monitoring

Track performance and detect issues

127.5K

Records Processed

2.4K/s

Throughput

125ms

Avg Latency

0.02%

Error Rate

Monitoring Tool

✅ Data Quality

Ensure data accuracy and reliability

Quality Checks

Schema Validation Null Check Duplicate Detection Range Validation Data Freshness Idempotency Check

Error Handling

Quality Framework

Data Pipeline Simulator

📥 Data Ingestion

🔄 Data Transformation

🎯 Pipeline Orchestration

📊 Pipeline Monitoring

✅ Data Quality