⚡ BEAT DROP • OVER 5,060 INGESTED TRACKS

BEAT DROP
MUSIC LAKE

Where 5,060 tracks and 98.81% QUALITY are processed across 5 distributed engines.
Drop the beat & loot the analytics.

EXPLORE LAKEHOUSE ↓
LIVE FEDORA CLUSTER • HDFS, MapReduce, Pig, Hive & PySpark Active
01 Artist Leaderboard TOP CATALOG ARTISTS & METRICS VIEW RANKINGS → 02 Genre Hit Anthems TOP 3 PARTITIONED TRACKS PER GENRE EXPLORE HITS → 03 Market Trends VOLUME SHARE & POPULARITY CURVES ANALYZE TRENDS → 04 Quarantine Audit 60 ANOMALIES & AUDIT REJECTIONS INSPECT ANOMALIES → 05 5-Layer Lakehouse RAW, PROCESSED, CURATED, ANALYTICS VIEW STORAGE → 06 AI Catalog Enricher HUMAN-IN-THE-LOOP GROQ INGEST INGEST NEW SONG →
⚡ BEAT DROP BIG DATA LAKEHOUSE • 💀 5,060 TRACKS INGESTED • 🛡️ 98.81% DATA QUALITY SCORE • 📦 5 HDFS LAKE LAYERS ACTIVE • 🚀 ZERO SILENT FAILURES • 🔥 YARN RESOURCE MANAGER RUNNING • ✨ PYSPARK 3.5.3 ENGINE ACTIVE • 🐝 APACHE HIVE 4.0.0 ORC TABLES • 🐷 APACHE PIG 0.17.0 CURATION • 🐘 HADOOP 3.5.0 HDFS STORAGE • ⚡ BEAT DROP BIG DATA LAKEHOUSE • 💀 5,060 TRACKS INGESTED • 🛡️ 98.81% DATA QUALITY SCORE • 📦 5 HDFS LAKE LAYERS ACTIVE • 🚀 ZERO SILENT FAILURES • 🔥 YARN RESOURCE MANAGER RUNNING • ✨ PYSPARK 3.5.3 ENGINE ACTIVE • 🐝 APACHE HIVE 4.0.0 ORC TABLES • 🐷 APACHE PIG 0.17.0 CURATION • 🐘 HADOOP 3.5.0 HDFS STORAGE •
DISTRIBUTED ENGINE PIPELINE

5-Stage Distributed
Big Data Pipeline

Every ingestion run executes strict schema quarantine routing, Pig tier curation, MapReduce aggregation, Hive data warehousing, and PySpark window partitioning with zero mock shortcuts.

01 Schema Validation
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02 Pig Curated ETL
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03 MapReduce Job
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04 Hive Warehouse
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05 PySpark Analytics
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SEARCH THE LAKEHOUSE...
LIVE LAKE FILTER
SORT BY:
TOTAL INGESTED -
VALID ADMITTED -
QUARANTINED ANOMALIES -
DATA QUALITY SCORE -%
ACTIVE HDFS LAYERS 5 / 5

Top Ranked Artists by Benchmark

MapReduce & Hive
Artist Catalog Tracks Avg Popularity Avg Duration Release Year
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Top Hit Records per Musical Genre

Spark Window Partitioning
Genre Rank Track Title Artist Popularity Release Year
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Genre Market Distribution & Volume

PySpark Engine

Average Popularity by Musical Genre

Pig & Hive Analytics

HDFS Storage Architecture Layer Status

HDFS Cluster
/music_project/raw Immutable Raw Source
/music_project/processed Clean Tabular Lake
/music_project/curated Pig Enriched Features
/music_project/analytics Parquet & ORC Aggregates
/music_project/quarantine Audit Anomalies

Quarantine Audit Rejection Breakdown

Quality Gate