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Search results for spark pyspark

314 search results found

Synapseml ⭐ 4,967

Simple and Distributed Machine Learning

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

The flexibility of Python with the scale and performance of modern SQL.

Linkis ⭐ 3,224

Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.

Petastorm ⭐ 1,693

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Mleap ⭐ 1,479

MLeap: Deploy ML Pipelines to Production

Awesome Spark ⭐ 1,461

A curated list of awesome Apache Spark packages and resources.

Optimus ⭐ 1,446

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

Sparkmagic ⭐ 1,272

Jupyter magics and kernels for working with remote Spark clusters

Bigflow ⭐ 1,122

Baidu Bigflow is an interface that allows for writing distributed computing programs and provides lots of simple, flexible, powerful APIs. Using Bigflow, you can easily handle data of any scale. Bigflow processes 4P+ data inside Baidu and runs about 10k jobs every day.

Pyspark Example Project ⭐ 1,034

Example project implementing best practices for PySpark ETL jobs and applications.

Pyspark Tutorial ⭐ 959

PySpark-Tutorial provides basic algorithms using PySpark

Sparkling Water ⭐ 957

Sparkling Water provides H2O functionality inside Spark cluster

Scriptis ⭐ 767

Scriptis is for interactive data analysis with script development(SQL, Pyspark, HiveQL), task submission(Spark, Hive), UDF, function, resource management and intelligent diagnosis.

Devops Python Tools ⭐ 709

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Functions, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

Eat_pyspark_in_10_days ⭐ 534

pyspark🍒🥭 is delicious，just eat it!😋😋

Sparklearning ⭐ 451

A comprehensive Spark guide collated from multiple sources that can be referred to learn more about Spark or as an interview refresher.

Findspark ⭐ 428

Learningpyspark ⭐ 409

Code base for the Learning PySpark book (in preparation)

Spark Syntax ⭐ 391

This is a repo documenting the best practices in PySpark.

Miscellaneous ⭐ 382

Includes notes on Apache Spark, Spark for Physics, Jupyter notebook examples for Spark, Oracle and other DB systems.

Datacompy ⭐ 339

Pandas and Spark DataFrame comparison for humans and more!

Sparklingpandas ⭐ 338

Sparkling Pandas

Spark Standalone Cluster On Docker ⭐ 311

Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. ⚡

Learning Pyspark ⭐ 294

Code repository for Learning PySpark by Packt

Sagemaker Spark ⭐ 285

A Spark library for Amazon SageMaker.

Sk Dist ⭐ 283

Distributed scikit-learn meta-estimators in PySpark

Cc Pyspark ⭐ 280

Process Common Crawl data with Python and Spark

Spark Gotchas ⭐ 276

Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks

Butterfree ⭐ 269

A tool for building feature stores.

Pyspark Style Guide ⭐ 264

This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.

Spark Jupyter Aws ⭐ 255

A guide on how to set up Jupyter with Pyspark painlessly on AWS EC2 clusters, with S3 I/O support

Pysparkling ⭐ 253

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

Dbldatagen ⭐ 234

Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines

Hnswlib ⭐ 233

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

Learningapachespark ⭐ 233

LearningApacheSpark

Data_science_blogs ⭐ 232

A repository to keep track of all the code that I end up writing for my blog posts.

Big Data Processing Framework - Unified Data API or SQL on Any Storage

Pyspark Cheatsheet ⭐ 230

🐍 Quick reference guide to common patterns & functions in PySpark.

Joblib Spark ⭐ 226

Joblib Apache Spark Backend

Zeppelin Notebooks ⭐ 206

Gallery of Apache Zeppelin notebooks

Azure Cosmosdb Spark ⭐ 194

Apache Spark Connector for Azure Cosmos DB

Cloud Dataproc ⭐ 173

Cloud Dataproc: Samples and Utils

Drunken Data Quality ⭐ 167

Spark package for checking data quality

Spark Practice ⭐ 153

Apache Spark (PySpark) Practice on Real Data

Spark Extension ⭐ 152

A library that provides useful extensions to Apache Spark and PySpark.

Data Algorithms With Spark ⭐ 151

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

Geopyspark ⭐ 151

GeoTrellis for PySpark

Spark Iforest ⭐ 147

Isolation Forest on Spark

Pyspark Cheatsheet ⭐ 140

PySpark Cheat Sheet - example code to help you learn PySpark and develop apps faster

Big Data Mapreduce Course ⭐ 135

Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.

Aliyun Emapreduce Demo ⭐ 123

Mastering Big Data Analytics With Pyspark ⭐ 118

Mastering Big Data Analytics with PySpark, Published by Packt

Pyspark Stubs ⭐ 116

Apache (Py)Spark type annotations (stub files).

Movalytics Data Warehouse ⭐ 116

Data pipeline performing ETL to AWS Redshift using Spark, orchestrated with Apache Airflow

Spark Df Profiling ⭐ 115

Create HTML profiling reports from Apache Spark DataFrames

Spark Knn Recommender ⭐ 113

Item and User-based KNN recommendation algorithms using PySpark

Spark R Notebooks ⭐ 109

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

Spark With Python ⭐ 98

Fundamentals of Spark with Python (using PySpark), code examples

Medium Articles ⭐ 97

Repo for all my code on the articles I post on medium

Relation_extraction ⭐ 93

Relation Extraction using Deep learning(CNN)

Big Data Engineering Coursera Yandex ⭐ 91

Big Data for Data Engineers Coursera Specialization from Yandex

Pyspark Predictive Maintenance ⭐ 85

Predictive Maintenance using Pyspark

Phrase At Scale ⭐ 84

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

Pyspark Cassandra ⭐ 81

PySpark Cassandra brings back the fun in working with Cassandra data in PySpark.

Spark_python_ml_examples ⭐ 81

Spark 2.0 Python Machine Learning examples

Azure Databricks Nyc Taxi Workshop ⭐ 80

An Azure Databricks workshop leveraging the New York Taxi and Limousine Commission Trip Records dataset

Pyspark Cookbook ⭐ 76

PySpark Cookbook, published by Packt

Python Spark Streaming ⭐ 73

Learn By Examples ⭐ 72

Real-world Spark pipelines examples

Jupyterlab Sparkmonitor ⭐ 72

JupyterLab extension that enables monitoring launched Apache Spark jobs from within a notebook

Jgit Spark Connector ⭐ 67

jgit-spark-connector is a library for running scalable data retrieval pipelines that process any number of Git repositories for source code analysis.

Pyspark Cassandra ⭐ 67

pyspark-cassandra is a Python port of the awesome @datastax Spark Cassandra connector. Compatible w/ Spark 2.0, 2.1, 2.2, 2.3 and 2.4

Delta Architecture ⭐ 66

Streaming data changes to a Data Lake with Debezium and Delta Lake pipeline

Python PMML scoring library

Pyspark_dist_explore ⭐ 64

Data Exploration in PySpark made easy - Pyspark_dist_explore provides methods to get fast insights in your Spark DataFrames.

Pyspark Twitter Stream Mining ⭐ 63

Real-time Machine Learning with Apache Spark on Twitter Public Stream

Word2Vec models with Twitter data using Spark. Blog:

Spark ML with pyspark

Helpers & syntactic sugar for PySpark.

Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References

Pysparkgeoanalysis ⭐ 60

🌐 Interactive Workshop on GeoAnalysis using PySpark

Apachespark ⭐ 59

This repository will help you to learn about databricks concept with the help of examples. It will include all the important topics which we need in our real life experience as a data engineer. We will be using pyspark & sparksql for the development. At the end of the course we also cover few case studies.

Big_data ⭐ 55

Tutorials on Big Data essentials: Hadoop, MapReduce, Spark.

Pyspark Setup Guide ⭐ 54

A guide for setting up Spark + PySpark under Ubuntu linux

Data_processing_course ⭐ 53

Some class materials for a data processing course using PySpark

Spark Select ⭐ 53

A library for Spark DataFrame using MinIO Select API

Mlflow Spark Summit 2019 ⭐ 52

MLFlow Spark Summit 2019 Presentation

Spark Training ⭐ 52

Repository used for Spark Trainings

Pyspark Elastic ⭐ 52

PySpark for Elastic Search

Soda Spark ⭐ 49

Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes

Spark Hive Udf ⭐ 47

Example project showing how to use Hive UDFs in Apache Spark

Sparkudfexamples ⭐ 46

Spark SQL UDF examples

Datapipelines Essentials Python ⭐ 45

Simplified ETL process in Hadoop using Apache Spark. Has complete ETL pipeline for datalake. SparkSession extensions, DataFrame validation, Column extensions, SQL functions, and DataFrame transformations

Spark Dgraph Connector ⭐ 41

A connector for Apache Spark and PySpark to Dgraph databases.

Spark Nba Analytics ⭐ 41

Analyzing NBA data using Spark 2.1

Spark Modularized View

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