| About
            Event Hubs is a fully managed, real-time data ingestion service that’s simple, trusted, and scalable. Stream millions of events per second from any source to build dynamic data pipelines and immediately respond to business challenges. Keep processing data during emergencies using the geo-disaster recovery and geo-replication features. Integrate seamlessly with other Azure services to unlock valuable insights. Allow existing Apache Kafka clients and applications to talk to Event Hubs without any code changes—you get a managed Kafka experience without having to manage your own clusters. Experience real-time data ingestion and microbatching on the same stream. Focus on drawing insights from your data instead of managing infrastructure. Build real-time big data pipelines and respond to business challenges right away.
             | About
            AI-powered Informatica Data Engineering Streaming enables data engineers to ingest, process, and analyze real-time streaming data for actionable insights. Advanced serverless deployment option with integrated metering dashboard cuts admin overhead. Rapidly build intelligent data pipelines with CLAIRE®-powered automation, including automatic change data capture (CDC). Ingest thousands of databases and millions of files, and streaming events. Efficiently ingest databases, files, and streaming data for real-time data replication and streaming analytics. Find and inventory all data assets throughout your organization. Intelligently discover and prepare trusted data for advanced analytics and AI/ML projects.
             | 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.
             | About
            StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning:
- Data Volume: query performance sustained at petabyte scale
- Ingest Rates: millions of events per second, continuously indexed for freshness
- Concurrency: thousands to millions of simultaneous users served with sub-second latency
With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.
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| Platforms Supported
            
                Windows
            
            
         
            
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                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
            
            
         | Platforms Supported
            
                Windows
            
            
         
            
                Mac
            
            
         
            
                Linux
            
            
         
            
                Cloud
            
            
         
            
                On-Premises
            
            
         
            
                iPhone
            
            
         
            
                iPad
            
            
         
            
                Android
            
            
         
            
                Chromebook
            
            
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| Audience
        Organizations searching for a  real-time data ingestion
         | Audience
        Organizations in need of an advanced Event Stream Processing solution
         | Audience
        Developers interested in a beautiful but advanced programming language
         | Audience
        Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads
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| Support
            
                Phone Support
            
            
         
            
                24/7 Live Support
            
            
         
            
                Online
            
            
         | Support
            
                Phone Support
            
            
         
            
                24/7 Live Support
            
            
         
            
                Online
            
            
         | Support
            
                Phone Support
            
            
         
            
                24/7 Live Support
            
            
         
            
                Online
            
            
         | Support
            
                Phone Support
            
            
         
            
                24/7 Live Support
            
            
         
            
                Online
            
            
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| API
            
                Offers API
            
            
         | API
            
                Offers API
            
            
         | API
            
                Offers API
            
            
         | API
            
                Offers API
            
            
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| Screenshots and Videos | Screenshots and Videos | Screenshots and Videos | Screenshots and Videos | |||
| Pricing
        $0.03 per hour
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
         | Pricing
        No information available.
        
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
         | Pricing
        Free
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
         | Pricing
        Free
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
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| 
Reviews/ | 
Reviews/ | 
Reviews/ | 
Reviews/ | |||
| Training
            
                Documentation
            
            
         
            
                Webinars
            
            
         
            
                Live Online
            
            
         
            
                In Person
            
            
         | Training
            
                Documentation
            
            
         
            
                Webinars
            
            
         
            
                Live Online
            
            
         
            
                In Person
            
            
         | Training
            
                Documentation
            
            
         
            
                Webinars
            
            
         
            
                Live Online
            
            
         
            
                In Person
            
            
         | Training
            
                Documentation
            
            
         
            
                Webinars
            
            
         
            
                Live Online
            
            
         
            
                In Person
            
            
         | |||
| Company InformationMicrosoft Founded: 1975 United States azure.microsoft.com/en-us/services/event-hubs/ | Company InformationInformatica United States www.informatica.com/products/big-data/big-data-streaming.html | Company InformationPython Founded: 1991 www.python.org | Company InformationStarTree Founded: 2019 United States www.startree.ai | |||
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| Categories | Categories | Categories | Categories | |||
| 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
            
            
         Database Features
            
                Backup and Recovery
            
            
         
            
                Creation / Development
            
            
         
            
                Data Migration
            
            
         
            
                Data Replication
            
            
         
            
                Data Search
            
            
         
            
                Data Security
            
            
         
            
                Database Conversion
            
            
         
            
                Mobile Access
            
            
         
            
                Monitoring
            
            
         
            
                NOSQL
            
            
         
            
                Performance Analysis
            
            
         
            
                Queries
            
            
         
            
                Relational Interface
            
            
         
            
                Virtualization
            
            
         Streaming Analytics Features
            
                Data Enrichment
            
            
         
            
                Data Wrangling / Data Prep
            
            
         
            
                Multiple Data Source Support
            
            
         
            
                Process Automation
            
            
         
            
                Real-time Analysis / Reporting
            
            
         
            
                Visualization Dashboards
            
            
         | |||||
| Integrations
            
                
    AskCodi
            
            
         
            
                
    Athina AI
            
            
         
            
                
    CTRLpotato
            
            
         
            
                
    DeepSeek-VL
            
            
         
            
                
    Flox
            
            
         
            
                
    GlassFlow
            
            
         
            
                
    HyperCrawl
            
            
         
            
                
    Metatext
            
            
         
            
                
    Mistral Code
            
            
         
            
                
    Nitric
            
            
         | Integrations
            
                
    AskCodi
            
            
         
            
                
    Athina AI
            
            
         
            
                
    CTRLpotato
            
            
         
            
                
    DeepSeek-VL
            
            
         
            
                
    Flox
            
            
         
            
                
    GlassFlow
            
            
         
            
                
    HyperCrawl
            
            
         
            
                
    Metatext
            
            
         
            
                
    Mistral Code
            
            
         
            
                
    Nitric
            
            
         | Integrations
            
                
    AskCodi
            
            
         
            
                
    Athina AI
            
            
         
            
                
    CTRLpotato
            
            
         
            
                
    DeepSeek-VL
            
            
         
            
                
    Flox
            
            
         
            
                
    GlassFlow
            
            
         
            
                
    HyperCrawl
            
            
         
            
                
    Metatext
            
            
         
            
                
    Mistral Code
            
            
         
            
                
    Nitric
            
            
         | Integrations
            
                
    AskCodi
            
            
         
            
                
    Athina AI
            
            
         
            
                
    CTRLpotato
            
            
         
            
                
    DeepSeek-VL
            
            
         
            
                
    Flox
            
            
         
            
                
    GlassFlow
            
            
         
            
                
    HyperCrawl
            
            
         
            
                
    Metatext
            
            
         
            
                
    Mistral Code
            
            
         
            
                
    Nitric
            
            
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