StreamGuide Pro

The intelligent decision support system for Big Data Ingestion pipelines. Architect the perfect flow for your data.

Design a Pipeline

Use AI to analyze your data constraints and generate a valid architectural blueprint.

Launch Architect

Compare Tools

View quantitative trade-offs between Sqoop, Flume, and Kafka.

View Analytics

Supported Technologies

Architect Your Pipeline

Define your constraints. Our AI will design the optimal ingestion flow.

1. Data Source

2. Volume

3. Urgency

Tool Comparison

Quantitative analysis of ingestion tools.

Capability Radar

Trade-off Analysis

Comparing Latency (Speed) vs. Throughput (Volume) capabilities.

Apache Sqoop

The bridge between **Structured Data** (RDBMS) and Hadoop. Ideally used for nightly batch ingestion where data freshness is not critical but volume is high.

Workflow Visualization

MySQL

Sqoop Import

HDFS / Hive

Apache Flume

A distributed service for collecting, aggregating, and moving large amounts of **Log Data**. Best for web server logs and event data.

Agent Architecture

Source

Channel

Sink

Apache Kafka

A distributed **Streaming Platform**. Think of it as the Central Nervous System. It decouples data producers from consumers using a Publish-Subscribe model.

Producers

IoT Devices, Web Apps, Microservices pushing data.

Consumers

Spark Streaming, Flink, Analytics Dashboards reading data.