{"repo":"InsightEdge/insightedge","free":true,"listed":false,"github":"https://github.com/InsightEdge/insightedge","clone":"git clone https://github.com/InsightEdge/insightedge.git","description":"InsightEdge Core","language":"Scala","stars":20,"topics":["in-memory","datagrid","analytics","big-data","distributed","elasticity","kubernetes","cloud-native","spark","machine-learning"],"license":null,"category":"machine-learning","readme_excerpt":"InsightEdge Documentation: User Guide Community: Slack Channel, StackOverflow tag, Email Contributing: Contribution Guide Issue Tracker: Jira License: Apache 2.0 InsightEdge is a Spark distribution on top of in-memory Data Grid. A single platform for analytical and transactional workloads. Features Exposes Data Grid as Spark RDDs Saves Spark RDDs to Data Grid Full DataFrames and Dataset API support with persistence Geospatial API for RDD and DataFrames. Geospatial indexes. Transparent integration with SparkContext using Scala implicits Data Grid side filtering with ability apply indexes Running SQL queries in Spark over Data Grid Data locality between Spark and Data Grid nodes Storing MLlib models in Data Grid Continuously saving Spark Streaming computation to Data Grid Off-Heap persistence Interactive Web Notebook Python support Building InsightEdge InsightEdge is built using Apache Maven. First, compile and install InsightEdge Core libraries: To build InsightEdge zip distribution you need the following binary dependencies: insightedge-datagrid 12.3.0: download a copy of the XAP 12.x Open Source Edition insightedge-examples: use the same branch as in this repo, find build instructions in repository readme insightedge-zeppelin: use the same branch as in this repo, run ./dev/change scala version.sh 2.11 , then build with mvn clean install -DskipTests -P spark-2.1 -P scala-2.11 -P build-distr -Dspark.version=2.1.1 Apache Spark 2.3.0: download zip Package InsightEdge distributio","default_branch":null,"files":null,"tree":[],"storefront":"/r/InsightEdge","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/InsightEdge/insightedge/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}