Apache Spark vs. Looker Comparison


Apache Spark Apache Software Foundation	Looker Google	+	+
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About Apache Spark™ is a unified analytics engine for large-scale data processing. Apache Spark achieves high performance for both batch and streaming data, using a state-of-the-art DAG scheduler, a query optimizer, and a physical execution engine. Spark offers over 80 high-level operators that make it easy to build parallel apps. And you can use it interactively from the Scala, Python, R, and SQL shells. Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. You can combine these libraries seamlessly in the same application. Spark runs on Hadoop, Apache Mesos, Kubernetes, standalone, or in the cloud. It can access diverse data sources. You can run Spark using its standalone cluster mode, on EC2, on Hadoop YARN, on Mesos, or on Kubernetes. Access data in HDFS, Alluxio, Apache Cassandra, Apache HBase, Apache Hive, and hundreds of other data sources.	About Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. Looker is reinventing business intelligence for the modern company. Looker works the way the web does: browser-based, its unique modeling language lets any employee leverage the work of your best data analysts. Operating 100% in-database, Looker capitalizes on the newest, fastest analytic databases—to get real results, in real time.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations that want a unified analytics engine for large-scale data processing	Audience Data and business teams interested in a powerful data analytics, business intelligence, and data visualization solution
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.8 / 5 ease 4.3 / 5 features 4.7 / 5 design 4.5 / 5 support 4.7 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Apache Software Foundation Founded: 1999 United States spark.apache.org	Company Information Google Founded: 1998 United States cloud.google.com/looker/
Alternatives dbt dbt Labs	Alternatives Yurbi 5000fish
AWS Glue Amazon	dbt dbt Labs
Snowflake	Kubit
MLlib Apache Software Foundation	Amazon QuickSight Amazon
PySpark View All	Microsoft Power BI Microsoft View All
Categories Big Data Data Analysis Data Modeling Query Engines Streaming Analytics	Categories AI Data Analytics Big Data Business Intelligence Business Performance Management Dashboard Data Analysis Data Collaboration Data Engineering Data Modeling Data Visualization Digital Analytics Embedded Analytics Marketing Analytics Reporting Sales Analytics Web Analytics
Show More Features Streaming Analytics Features Data Enrichment Data Wrangling / Data Prep Multiple Data Source Support Process Automation Real-time Analysis / Reporting Visualization Dashboards	Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Show More Features Business Intelligence Features Ad Hoc Reports Benchmarking Budgeting & Forecasting Dashboard Data Analysis Key Performance Indicators Natural Language Generation (NLG) Performance Metrics Predictive Analytics Profitability Analysis Strategic Planning Trend / Problem Indicators Visual Analytics Business Performance Management Features Ad hoc Analysis Ad Hoc Reports Budgeting & Forecasting Consolidation / Roll-Up Dashboard Key Performance Indicators Predictive Analytics Qualitative Analysis Quantitative Analysis Scorecarding Strategic Planning Dashboard Features Annotations Data Source Integrations Functions / Calculations Interactive KPIs OLAP Private Dashboards Public Dashboards Scorecards Themes Visual Analytics Widgets Data Visualization Features Analytics Content Management Dashboard Creation Filtered Views OLAP Relational Display Simulation Models Visual Discovery Embedded Analytics Features Ad hoc Query Application Development Benchmarking Dashboard Interactive Reports Mobile Reporting Multi-User Collaboration Self Service Analytics Streaming Analytics Visual Workflow Management Marketing Analytics Features A/B Testing Campaign Management Channel Attribution Customer Journey Mapping Dashboard Performance Metrics Predictive Analytics ROI Tracking Social Media Metrics Website Analytics Reporting Features Customizable Dashboard Data Source Connectors Drag & Drop Drill Down Email Reports Financial Reports Forecasting Marketing Reports OLAP Report Export Sales Reports Scheduled / Automated Reports Sales Analytics Features Collaboration Tools Dashboards Forecasting Analytics Ideal Customer Profile (ICP) Lead Analytics Pipeline Management Predictive Forecasting Predictive Lead Scoring Sales Intelligence Reporting Web Analytics Features Campaign Management Conversion Tracking Form Analytics Goal Tracking Keyword Tracking Multiple Site Management Pageview Tracking Referral Source Tracking Site Search Tracking Time on Site Tracking User Interaction Tracking
Integrations Actian Avalanche Akira AI DQOps DataHub FeatureByte Foundational Lyftrondata Okera Onehouse Oxla Retina Sifflet SingleStore Timbr.ai lakeFS Accern Comet Dataiku inSitu Sales rudol Show More Integrations View All 177 Integrations	Integrations Actian Avalanche Akira AI DQOps DataHub FeatureByte Foundational Lyftrondata Okera Onehouse Oxla Retina Sifflet SingleStore Timbr.ai lakeFS Accern Comet Dataiku inSitu Sales rudol Show More Integrations View All 233 Integrations
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