| About
            IronPython is an open-source implementation of the Python programming language which is tightly integrated with .NET. IronPython can use .NET and Python libraries, and other .NET languages can use Python code just as easily. Experience a more interactive .NET and Python development experience with Python Tools for Visual Studio. IronPython is an excellent addition to .NET, providing Python developers with the power of the .NET. Existing .NET developers can also use IronPython as a fast and expressive scripting language for embedding, testing, or writing a new application from scratch. The CLR is a great platform for creating programming languages, and the DLR makes it all the better for dynamic languages. Also, the .NET (base class library, presentation foundation, etc.) gives developers an amazing amount of functionality and power. IronPython uses Python syntax and standard libraries and so your Python code will need to be updated accordingly. 
             | About
            Vyper is a contract-oriented, pythonic programming language that targets the Ethereum Virtual Machine (EVM).
Security: It should be possible and natural to build secure smart-contracts in Vyper.
Language and compiler simplicity: The language and the compiler implementation should strive to be simple.
Auditability: Vyper code should be maximally human-readable. Furthermore, it should be maximally difficult to write misleading code. Simplicity for the reader is more important than simplicity for the writer, and simplicity for readers with low prior experience with Vyper (and low prior experience with programming in general) is particularly important.
             | About
            dbt helps data teams transform raw data into trusted, analysis-ready datasets faster. With dbt, data analysts and data engineers can collaborate on version-controlled SQL models, enforce testing and documentation standards, lean on detailed metadata to troubleshoot and optimize pipelines, and deploy transformations reliably at scale. Built on modern software engineering best practices, dbt brings transparency and governance to every step of the data transformation workflow.
Thousands of companies, from startups to Fortune 500 enterprises, rely on dbt to improve data quality and trust as well as drive efficiencies and reduce costs as they deliver AI-ready data across their organization. Whether you’re scaling data operations or just getting started, dbt empowers your team to move from raw data to actionable analytics with confidence.
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| 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
        Developers requiring a scripting language for embedding, testing, or writing new applications
         | Audience
        Smart contract developers
         | Audience
         SQL users looking for a ETL solution to engineer data transformations
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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
            
            
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| API
            
                Offers API
            
            
         | API
            
                Offers API
            
            
         | API
            
                Offers API
            
            
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| Screenshots and Videos | Screenshots and Videos | Screenshots and Videos | ||||
| Pricing
        Free
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
         | Pricing
        Free
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
         | Pricing
        $100 per user/ month
        
     
            
                Free Version
            
            
         
            
                Free Trial
            
            
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Reviews/ | 
Reviews/ | 
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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
            
            
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| Company InformationIronPython ironpython.net | Company InformationVyper Founded: 2017 docs.vyperlang.org/en/stable/ | Company Informationdbt Labs Founded: 2016 United States www.getdbt.com | ||||
| Alternatives | Alternatives | Alternatives | ||||
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| Categories | Categories | Categoriesdbt powers the transformation layer of modern data pipelines. Once data has been ingested into a warehouse or lakehouse, dbt enables teams to clean, model, and document it so it’s ready for analytics and AI. With dbt, teams can: - Transform raw data at scale with SQL and Jinja. - Orchestrate pipelines with built-in dependency management and scheduling. - Ensure trust with automated testing and continuous integration. - Visualize lineage across models and columns for faster impact analysis. By embedding software engineering practices into pipeline development, dbt helps data teams build reliable, production-grade pipelines to accelerate time to insight, and deliver AI-ready data. dbt brings rigor and scalability to data preparation by enabling teams to clean, transform, and structure raw data directly in the warehouse. Instead of siloed spreadsheets or manual workflows, dbt uses SQL and software engineering best practices to make data preparation reliable, repeatable, and collaborative. With dbt, teams can: - Clean and standardize data with reusable, version-controlled models. - Apply business logic consistently across all datasets. - Validate outputs through automated tests before data is exposed to analysts. - Document and share context so every prepared dataset comes with lineage and definitions. By treating data preparation as code, dbt ensures that prepared datasets aren’t just quick fixes — they’re trusted, governed, and production-ready assets that scale with the business. dbt modernizes the “T” in ETL: Transformation. Instead of relying on legacy pipelines or black-box transformations, dbt empowers data teams to build, test, and document transformations directly inside the data warehouse or lakehouse. With dbt, teams can: - Transform raw data into analytics-ready models using SQL and Jinja. - Ensure reliability with built-in testing, version control, and CI/CD. - Standardize workflows across teams with reusable models and shared documentation. - Leverage modern platforms like Snowflake, Databricks, BigQuery, and Redshift for scalable transformation. By focusing on the transformation layer, dbt helps organizations shorten pipeline development cycles, reduce data debt, and deliver trusted insights faster — complementing ingestion and loading tools in a modern ELT stack. | ||||
| Big Data Features
            
                Collaboration
            
            
         
            
                Data Blends
            
            
         
            
                Data Cleansing
            
            
         
            
                Data Mining
            
            
         
            
                Data Visualization
            
            
         
            
                Data Warehousing
            
            
         
            
                High Volume Processing
            
            
         
            
                No-Code Sandbox
            
            
         
            
                Predictive Analytics
            
            
         
            
                Templates
            
            
         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 Preparation Features
            
                Collaboration Tools
            
            
         
            
                Data Access
            
            
         
            
                Data Blending
            
            
         
            
                Data Cleansing
            
            
         
            
                Data Governance
            
            
         
            
                Data Mashup
            
            
         
            
                Data Modeling
            
            
         
            
                Data Transformation
            
            
         
            
                Machine Learning
            
            
         
            
                Visual User Interface
            
            
         ETL Features
            
                Data Analysis
            
            
         
            
                Data Filtering
            
            
         
            
                Data Quality Control
            
            
         
            
                Job Scheduling
            
            
         
            
                Match & Merge
            
            
         
            
                Metadata Management
            
            
         
            
                Non-Relational Transformations
            
            
         
            
                Version Control
            
            
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| Integrations
            
                
    Acryl Data
            
            
         
            
                
    Amazon Redshift
            
            
         
            
                
    Collate
            
            
         
            
                
    DQOps
            
            
         
            
                
    Databricks Data Intelligence Platform
            
            
         
            
                
    Datafold
            
            
         
            
                
    GetDot.ai
            
            
         
            
                
    Google Cloud BigQuery
            
            
         
            
                
    Hex
            
            
         
            
                
    Lightdash
            
            
         | Integrations
            
                
    Acryl Data
            
            
         
            
                
    Amazon Redshift
            
            
         
            
                
    Collate
            
            
         
            
                
    DQOps
            
            
         
            
                
    Databricks Data Intelligence Platform
            
            
         
            
                
    Datafold
            
            
         
            
                
    GetDot.ai
            
            
         
            
                
    Google Cloud BigQuery
            
            
         
            
                
    Hex
            
            
         
            
                
    Lightdash
            
            
         | Integrations
            
                
    Acryl Data
            
            
         
            
                
    Amazon Redshift
            
            
         
            
                
    Collate
            
            
         
            
                
    DQOps
            
            
         
            
                
    Databricks Data Intelligence Platform
            
            
         
            
                
    Datafold
            
            
         
            
                
    GetDot.ai
            
            
         
            
                
    Google Cloud BigQuery
            
            
         
            
                
    Hex
            
            
         
            
                
    Lightdash
            
            
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