Data Engineering Tools

Data Engineering Tools

Pipeline SLA calculators, data quality validators, schema evolution reference tools, streaming latency budgets, and data engineering utilities that run entirely in your browser.

🔒 Browser-only — no data sent ⚡ Zero account required 📦 13 free tools

Data Pipeline SLA Calculator→

Calculate pipeline SLA feasibility from upstream completion, processing time, and consumer deadlines.

Data Quality Score Calculator→

Calculate composite data quality score from completeness, validity, uniqueness, and timeliness.

Schema Evolution Reference→

Reference guide to schema evolution — Avro, Protobuf, backward/forward compatibility.

Streaming Latency Budget Calculator→

Calculate end-to-end streaming pipeline latency from ingest through processing to sink.

Data Partitioning Strategy Reference→

Reference guide to data partitioning — time partitioning, hive-style, clustering, and small file problem.

ETL vs ELT Reference→

Reference guide to ETL vs ELT architectures — dbt, reverse ETL, and transformation strategy.

Data Freshness SLO Calculator→

Calculate data freshness SLO compliance and budget remaining from pipeline lag.

Data Warehouse Cost Calculator→

Estimate monthly data warehouse costs across BigQuery, Snowflake, and Redshift.

Event Schema Validator→

Validate event payload JSON against data engineering best practices — event_id, occurred_at, schema_version.

Data Lineage Reference→

Reference guide to data lineage — column-level lineage, dbt DAG, OpenLineage, and data catalogs.

CDC Reference→

Reference guide to Change Data Capture — Debezium, Postgres logical replication, and replication lag.

Data Contract Reference→

Reference guide to data contracts — schema, freshness SLOs, ODCS standard, and producer responsibility.

Dataflow Worker Sizing Calculator→

Size a stream-processing worker pool from events per second, average processing time, concurrency per worker, and hea...