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‎src/content/data-streams/architecture.mdx‎

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Active-active is a system configuration strategy where redundant systems remain active simultaneously to serve requests. Incoming requests are distributed across all active resources and load-balanced to provide high availability, scalability, and fault tolerance. This strategy is the opposite of active-passive where a secondary system remains inactive until the primary system fails.
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The Data Streams API services use an active-active setup as a highly available and resilient architecture across multiple distributed and fully isolated origins. This setup ensures that the services are operational even if one origin fails, which provides robust fault tolerance and high availability. This configuration applies to both the [REST API](/data-streams/reference/data-streams-api/interface-api) and the [WebSocket API](/data-streams/reference/data-streams-api/interface-ws). A global load balancer seamlessly manages the system to provide automated and transparent failovers. For advanced use cases, the service publishes available origins using HTTP headers, which enables you to interact directly with specific origin locations if necessary.
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The Data Streams API services use an active-active setup as a highly available and resilient architecture across multiple distributed and fully isolated origins. This setup ensures that the services are operational even if one origin fails, which provides robust fault tolerance and high availability. This configuration applies to both the [REST API](/data-streams/reference/data-streams-api/interface-api) and the [WebSocket API](/data-streams/reference/interface-ws). A global load balancer seamlessly manages the system to provide automated and transparent failovers. For advanced use cases, the service publishes available origins using HTTP headers, which enables you to interact directly with specific origin locations if necessary.
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### Active-Active Setup
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‎src/content/data-streams/index.mdx‎

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- **[Go SDK](/data-streams/reference/data-streams-api/go-sdk)** - Full-featured SDK with comprehensive examples
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- **[Rust SDK](/data-streams/reference/data-streams-api/rust-sdk)** - High-performance SDK for Rust applications
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- **[REST API](/data-streams/reference/data-streams-api/interface-api)** or **[WebSocket](/data-streams/reference/data-streams-api/interface-ws)** - Direct access to Data Streams endpoints
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- **[REST API](/data-streams/reference/data-streams-api/interface-api)** or **[WebSocket](/data-streams/reference/interface-ws)** - Direct access to Data Streams endpoints
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### Getting started
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‎src/content/data-streams/reference/data-streams-api/authentication/index.mdx‎

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whatsnext:
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{
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"Learn about the REST API Interface": "/data-streams/reference/data-streams-api/interface-api",
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"Learn about the WebSocket Interface": "/data-streams/reference/data-streams-api/interface-ws",
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"Learn about the WebSocket Interface": "/data-streams/reference/interface-ws",
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"Explore the Go SDK": "/data-streams/reference/data-streams-api/go-sdk",
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"Explore the Rust SDK": "/data-streams/reference/data-streams-api/rust-sdk",
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}
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For complete information on all possible error responses:
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- [REST API Error Response Codes](/data-streams/reference/data-streams-api/interface-api#error-response-codes)
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- [WebSocket Error Response Codes](/data-streams/reference/data-streams-api/interface-ws#error-response-codes)
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- [WebSocket Error Response Codes](/data-streams/reference/interface-ws#error-response-codes)
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## Troubleshooting Authentication
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‎src/content/data-streams/reference/data-streams-api/index.mdx‎

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### API Interfaces
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- [REST API](/data-streams/reference/data-streams-api/interface-api) - HTTP-based interface for simple integrations
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- [WebSocket](/data-streams/reference/data-streams-api/interface-ws) - Real-time data streaming via WebSocket connection
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- [WebSocket](/data-streams/reference/interface-ws) - Real-time data streaming via WebSocket connection
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### SDK Integration
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‎src/content/data-streams/reference/overview.mdx‎

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### Which solution should I use?
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| Feature | [Data Streams API](#data-streams-api) | [Candlestick API](#candlestick-api) |
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| ----------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| **Primary Use Case** | Low-latency data for smart contracts | OHLC data for analytics, charting, and dashboards |
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| **Data Format** | Signed, verifiable data reports | Aggregated OHLC (candlestick) data |
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| **Interfaces** | SDKs ([Go](/data-streams/reference/data-streams-api/go-sdk), [Rust](/data-streams/reference/data-streams-api/rust-sdk)), [REST API](/data-streams/reference/data-streams-api/interface-api) & [WebSocket](/data-streams/reference/data-streams-api/interface-ws) | [REST API](/data-streams/reference/candlestick-api) (including a [streaming endpoint](/data-streams/reference/candlestick-api#get-streaming-price-updates)) |
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| **Authentication** | [HMAC Signature](/data-streams/reference/data-streams-api/authentication) (automatic with SDKs) | [JWT](/data-streams/reference/candlestick-api#authorize-and-get-token) (token-based) |
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| **Cryptographic Proof** | ✅ Yes (See [Verification methods](#verification)) | ❌ No |
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| Feature | [Data Streams API](#data-streams-api) | [Candlestick API](#candlestick-api) |
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| ----------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| **Primary Use Case** | Low-latency data for smart contracts | OHLC data for analytics, charting, and dashboards |
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| **Data Format** | Signed, verifiable data reports | Aggregated OHLC (candlestick) data |
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| **Interfaces** | SDKs ([Go](/data-streams/reference/data-streams-api/go-sdk), [Rust](/data-streams/reference/data-streams-api/rust-sdk)), [REST API](/data-streams/reference/data-streams-api/interface-api) & [WebSocket](/data-streams/reference/interface-ws) | [REST API](/data-streams/reference/candlestick-api) (including a [streaming endpoint](/data-streams/reference/candlestick-api#get-streaming-price-updates)) |
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| **Authentication** | [HMAC Signature](/data-streams/reference/data-streams-api/authentication) (automatic with SDKs) | [JWT](/data-streams/reference/candlestick-api#authorize-and-get-token) (token-based) |
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| **Cryptographic Proof** | ✅ Yes (See [Verification methods](#verification)) | ❌ No |
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---
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#### Direct API Access
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- [REST API](/data-streams/reference/data-streams-api/interface-api) - HTTP-based interface for simple integrations
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- [WebSocket](/data-streams/reference/data-streams-api/interface-ws) - Real-time data streaming via WebSocket connection
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- [WebSocket](/data-streams/reference/interface-ws) - Real-time data streaming via WebSocket connection
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#### Authentication
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