Apache Doris vs. Databricks Data Intelligence Platform vs. Python Comparison


Apache Doris The Apache Software Foundation	Databricks Data Intelligence Platform Databricks	Python	+
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About Apache Doris is a modern data warehouse for real-time analytics. It delivers lightning-fast analytics on real-time data at scale. Push-based micro-batch and pull-based streaming data ingestion within a second. Storage engine with real-time upsert, append and pre-aggregation. Optimize for high-concurrency and high-throughput queries with columnar storage engine, MPP architecture, cost based query optimizer, vectorized execution engine. Federated querying of data lakes such as Hive, Iceberg and Hudi, and databases such as MySQL and PostgreSQL. Compound data types such as Array, Map and JSON. Variant data type to support auto data type inference of JSON data. NGram bloomfilter and inverted index for text searches. Distributed design for linear scalability. Workload isolation and tiered storage for efficient resource management. Supports shared-nothing clusters as well as separation of storage and compute.	About The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	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 Developers interested in an open source, real-time data warehouse	Audience Organizations that want all their data, analytics and AI on one unified data platform	Audience Developers interested in a beautiful but advanced programming language
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing Free Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information The Apache Software Foundation Founded: 1999 United States doris.apache.org	Company Information Databricks Founded: 2013 United States databricks.com	Company Information Python Founded: 1991 www.python.org
Alternatives Databend	Alternatives Vertex AI Google	Alternatives IBM SPSS Statistics IBM
Oxla	Teradata VantageCloud Teradata	AMPL
SelectDB	dbt dbt Labs	AppleScript Apple
VeloDB	Snowflake	Ruby Ruby Language
Apache Druid Druid View All	Narrative View All	JSON View All
Categories Data Warehouse OLAP Databases Real-Time Analytic Databases Real-Time Data Streaming	Categories AI Data Analytics AI Development AI Governance AI Tools Artificial Intelligence Big Data Business Intelligence Dashboard Data Analysis Data Catalog Data Classification Data Collaboration Data Engineering Data Fabric Data Governance Data Lake Data Lineage Data Management Data Marketplaces Data Modeling Data Monetization Data Pipeline Data Science Data Visualization Data Warehouse ETL LLM API Machine Learning ML Model Deployment OLAP Databases Query Engines Real-Time Analytic Databases Real-Time Data Streaming Retrieval-Augmented Generation (RAG) Vector Databases	Categories Programming Languages
	Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA) Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates 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 Dashboard Features Annotations Data Source Integrations Functions / Calculations Interactive KPIs OLAP Private Dashboards Public Dashboards Scorecards Themes Visual Analytics Widgets Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Data Fabric Features Data Access Management Data Analytics Data Collaboration Data Lineage Tools Data Networking / Connecting Metadata Functionality No Data Redundancy Persistent Data Management Data Governance Features Access Control Data Discovery Data Mapping Data Profiling Deletion Management Email Management Policy Management Process Management Roles Management Storage Management Data Lineage Features Database Change Impact Analysis Filter Lineage Links Implicit Connection Discovery Lineage Object Filtering Object Lineage Tracing Point-in-Time Visibility User/Client/Target Connection Visibility Visual & Text Lineage View Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge Data Science Features Access Control Advanced Modeling Audit Logs Data Discovery Data Ingestion Data Preparation Data Visualization Model Deployment Reports Data Visualization Features Analytics Content Management Dashboard Creation Filtered Views OLAP Relational Display Simulation Models Visual Discovery Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization
Integrations AskYourDatabase LETSCMS MLM Levo.ai OpenPipe Oracle SQL Developer PDFKit PromptIDE SCAPE CoCreator SaaS Hammer SaaSitive SecureFlag SecureStack Sematext Cloud SonarQube Server Spark NLP Splash AI Sync Tarsal WEBDEV marimo Show More Integrations View All 11 Integrations	Integrations AskYourDatabase LETSCMS MLM Levo.ai OpenPipe Oracle SQL Developer PDFKit PromptIDE SCAPE CoCreator SaaS Hammer SaaSitive SecureFlag SecureStack Sematext Cloud SonarQube Server Spark NLP Splash AI Sync Tarsal WEBDEV marimo Show More Integrations View All 301 Integrations	Integrations AskYourDatabase LETSCMS MLM Levo.ai OpenPipe Oracle SQL Developer PDFKit PromptIDE SCAPE CoCreator SaaS Hammer SaaSitive SecureFlag SecureStack Sematext Cloud SonarQube Server Spark NLP Splash AI Sync Tarsal WEBDEV marimo Show More Integrations View All 1200 Integrations
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