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Snowflake Developer Center



with(Snowflake):
build(apps, data_pipelines, ml_workflows)

Snowflake Developer Center



with(Snowflake):
build(apps,
data_pipelines,
ml_workflows)
Start for free
Deliver fast and consistent performance regardless of scale
Code in the language of your choice
Build with all data—structured, semi-structured, or unstructured
Develop without operational burden

What are you building today?

Create applications that auto-scale and can be deployed globally and across clouds.
Build reliable data pipelines in your preferred language and without managing infrastructure.
Speed up ML workflows with fast data access and data processing for Python and SQL.

Features

Snowpark API

Use Scala, Python, or Java along with familiar DataFrame constructs to build powerful pipelines, ML workflows, and apps.

Learn More >

Snowpark UDFs and Stored Procedures

Extend Snowflake with in-engine JavaScript, Python, Java, and SQL functions to perform custom calculations.

Learn More >

Hybrid Tables

Work with transactional and analytical data together in a single data set. Supports fast single-row operations so transactional applications can be built directly on Snowflake. In private preview.

Learn More >

SQL API

Make SQL calls to Snowflake programmatically, without the need for client drivers or external API management infrastructure.

Try the Playground >

External Tables

Query data in cloud object stores for additional insights—without having to ingest that data.

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Iceberg Tables

Store data externally in an open format with the performance, governance, security, and ACID transactions of Snowflake. In private preview.

Watch Demo >

External Functions

Call code that is executed outside of Snowflake without the need to export and reimport data.

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SQL Stored Procedures

Write procedural code, including branching and looping, that executes SQL statements in Snowflake.

Learn More >

Native App Framework

Build and deploy applications natively in the Data Cloud and make them discoverable via the Snowflake Marketplace. In private preview.

Get Updates >

Continuous Data Pipelines

Automate transforming and optimizing continuous data loads with Snowpipe. Streaming pipelines in private preview.

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Streams and Tasks

Automatically detect changes in data and schedule tasks to perform required transformations.

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Separation of Compute and Storage

Scale compute and storage independently and cost-effectively.

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Workload Isolation

Isolate workloads so they can run and scale concurrently without contending for resources.

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Semi-structured Data

Ingest and immediately query JSON, Parquet, Avro, ORC, and XML without defining schemas in advance.

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Unstructured Data

Easily ingest and analyze PDF documents, audio files, images, and other raw arbitrary binary data.

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Connectors and Drivers

Integrate easily with native clients and connectors including ODBC, JDBC, Node, Python, .NET, Go, PHP PDO, Spark, and Kafka.

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Time Travel

Easily restore and analyze deleted or modified historical data without backups.

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Zero-copy Cloning

Quickly create sandboxes and develop pilots with live data while avoiding the cost of copying and moving data.

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Secure Data Sharing

Share live data easily, without the need to build and maintain API integrations.

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Access Controls and Encryption

Protect your customer’s data with role-based access controls and data encryption at rest and in transit.

Learn More >

See all features in our docs

Meet Streamlit: Build and Share Apps in Minutes

With Streamlit, customers can bring rapid Python development directly to their Snowflake data. Data scientists and machine learning engineers can build and share interactive data visualizations with a few lines of code, without having to learn front end development languages. Streamlit integration is in development. About Streamlit >

Meet Some of Our Builder Data SuperhERoes


Joyce Avila

Veronika Durgin

Maja Ferle

Yuta Kurosaki
  
Yohei Onishi

Mash Syed

Muhammad Fasih Ullah

James Weakley

See all Builder Data Superheroes >

Join the program

Programs to help you build and grow

Powered by Snowflake

Get access to technical experts to design the right architecture for your application, work with support engineers who specialize in app development, and participate in joint marketing campaigns.

Learn More

Snowflake for Startups

Build your startup in the Data Cloud and take
advantage of free Snowflake credits,
architectural design consultation, and
co-marketing opportunities.

Learn More

Ready to Build?

Develop apps, data pipelines, ML workflows, and more

Start for free

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