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awesome-sparklyr

An awesome sparklyr related package collection
https://github.com/harryprince/awesome-sparklyr

Last synced: 5 days ago
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Sparklyr Courses and Tutorials
- Presto
Sparklyr Blogs
Community
- RStudio Forum
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Sparklyr Family
- rsparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)
Sparklyr Cheatsheet
Sparklyr Book
- **The R in Spark: Learning Apache Spark with R**
Sparklyr Analysis Tools
- Machine Learning Production Pipeline
  - mlflow: R interface for MLflow
  - mleap: R Interface to MLeap
- Geospatial Data
  - geospark: bring sf to spark in production
  - sparkgeo: Sparklyr extension package providing geospatial analytics capabilities
- Text Mining
  - spacyr-sparklyr: Example code of spacyr with sparklyr
- Graph Mining
  - graphframes: R Interface for GraphFrames
- Time Series
  - sparkts: sparklyr interface to the spark-ts package
- Deep Learning
  - sparktf: R interface to Spark TensorFlow Connector
- Tree Model
  - sparkxgb: R interface for XGBoost on Spark
- Visulization
  - dbplot: Simplifies plotting of database and sparklyr data
Sparklyr Infrastructure
- Sparklyr Storage Engine
  - stackoverflow - blog.web.cern.ch/blog/zbigniew-baranowski/2017-01-performance-comparison-different-file-formats-and-storage-engines)
  - sparkavro: Load Avro data into Spark with sparklyr
- Sparklyr Tikv
  - TiSparkR: R interface for TiSpark
- Sparklyr Tidy
  - sparklyr.nested: A sparklyr extension for nested data
- Redshift
  - sparkredshift: An R package to read data from Amazon Redshift into Spark DataFrames
- Big Query
  - sparkbq: Sparklyr extension package to connect to Google BigQuery
- Impala
  - implyr: SQL backend to dplyr for Impala
- Presto
  - RPresto: DBI-based adapter for Presto for the statistical programming language R
Sparklyr Slides or Talks
- Introduction
Spakrlyr Administration
- Presto
Sparklyr Docker
- Presto
  - rspark: This repo is for building Docker containers for RStudio, PostgreSQL, Hadoop, Spark, etc.

Programming Languages

R 19 Dockerfile 1 Python 1

Categories

Sparklyr Blogs 61 Sparklyr Courses and Tutorials 12 Sparklyr Slides or Talks 11 Sparklyr Analysis Tools 10 Sparklyr Infrastructure 8 Sparklyr Cheatsheet 3 Spakrlyr Administration 3 Community 2 Sparklyr Docker 1 Sparklyr Book 1 Sparklyr Family 1

Sub Categories

Introduction 51 Presto 17 RStudio Official Blog 14 Best Practice Example 6 Machine Learning Production Pipeline 2 Sparklyr Storage Engine 2 Geospatial Data 2 Text Mining 1 Comparison 1 Tree Model 1 Redshift 1 Time Series 1 Sparklyr Tidy 1 Impala 1 Big Query 1 Graph Mining 1 Visulization 1 Deep Learning 1 Sparklyr Tikv 1

Keywords

r 10 spark 7 sparklyr 7 rstats 4 apache-spark 3 sparklyr-extension 2 hadoop 2 keras 1 pagerank 1 graphs 1 graphframes 1 udf 1 geospatial-analytics 1 spatial-queries 1 spatial-analysis 1 spark-sql 1 large-scale-spatial-analysis 1 gis 1 pipelines 1 mleap 1 dbplyr 1 dbi 1 db 1 big-data 1 r-package 1 hadoop-cluster 1 tidyverse 1 sql 1 odbc 1 jdbc 1 impala 1 dplyr-sql-backends 1 dplyr 1 apache 1 bigquery 1 avro 1 xgboost 1 machine-learning 1 tensorflow 1 jvm 1