Guest Explorer

Guest Explorer

@guest#GUEST

Data Systems Apprentice • Exploring SQL & Distributed Architectures

Local Sandbox VerificationEd25519: 6cf8…7428WASM Tier-1 Digest
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StatusGuest Practitioner
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Engines:DuckDB WASM 1.1 • PySpark 3.5
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Account:guest@deytahub.io
Total XP
0
InitiateTier 0
Problems Solved
0
0 SQL0 Spark
Workspace Velocity
Ready
0 timed benchmarks
Curriculum Progress
0%
0 of 65 completed

Verified Competency Matrix

Evaluated against 65 problem sets
Basic Filtering & AggregationsLvl 1 (0/15)

Multi-stage aggregations, GROUP BY expressions, HAVING filters, and statistical summaries.

Relational Joins & SubqueriesLvl 1 (0/5)

Inner, left/right outer, cross joins, anti-joins, and correlated subquery optimization.

Window Functions & AnalyticsLvl 1 (0/12)

Running totals, bounded sliding frames, ROW_NUMBER, RANK, DENSE_RANK, and LAG/LEAD.

Recursive CTEs & HierarchiesLvl 1 (0/1)

Hierarchical graph traversals, bill-of-materials resolution, and recursive sequence generators.

PySpark & Distributed DataFramesLvl 1 (0/65)

Distributed execution plans, Catalyst optimization, schema transformations, and lazy evaluation.

Data Engineering & PatternsLvl 1 (0/1)

Gaps & islands clustering, slowly changing dimensions (SCD), deduplication, and sessionization.

Cryptographic Activity Ledger

0 Verified Solutions

No Verified Solutions Yet

Complete your first SQL query or PySpark transformation to generate cryptographic proof and record execution benchmarks on your public ledger.

Earned Accolades

0/6 Unlocked
First Proof Verified0/1

Verified your first solution in the DeytaHub execution engine.

Join Specialist0/2

Executed 2 or more multi-table relational joins or subqueries.

Window Analytics Wizard0/2

Mastered analytic window partitions, lead/lag, and bounded frames.

PySpark Pioneer0/1

Successfully executed distributed DataFrame transformations.

Recursive Architect0/1

Traversed hierarchical graphs with recursive common table expressions.

DeytaHub Centurion0/10

Solved 10 or more problems across SQL & Distributed Data.

Verified Dialects & Engines

DuckDB WASM 1.1PySpark 3.5 EnginePostgreSQL DialectSQLite PersistenceNext.js 15 & Turbopack