--- description: Configure object_store for cloud storage (S3, Azure, GCS, or local filesystem) --- # Object Store Setup Help the user configure the `object_store` crate for their cloud provider or local filesystem. ## Steps 1. **Identify the storage backend** by asking the user which provider they want to use: - Amazon S3 - Azure Blob Storage - Google Cloud Storage - Local filesystem (for development/testing) 2. **Add the dependency** to their Cargo.toml: ```toml [dependencies] object_store = { version = "0.9", features = ["aws", "azure", "gcp"] } tokio = { version = "1", features = ["full"] } ``` 3. **Create the appropriate builder** based on their choice: **For Amazon S3**: ```rust use object_store::aws::AmazonS3Builder; use object_store::ObjectStore; use std::sync::Arc; let s3 = AmazonS3Builder::new() .with_region("us-east-1") .with_bucket_name("my-data-lake") .with_access_key_id(access_key) .with_secret_access_key(secret_key) // Production settings .with_retry(RetryConfig { max_retries: 3, retry_timeout: Duration::from_secs(10), ..Default::default() }) .build()?; let store: Arc = Arc::new(s3); ``` **For Azure Blob Storage**: ```rust use object_store::azure::MicrosoftAzureBuilder; let azure = MicrosoftAzureBuilder::new() .with_account("mystorageaccount") .with_container_name("mycontainer") .with_access_key(access_key) .build()?; let store: Arc = Arc::new(azure); ``` **For Google Cloud Storage**: ```rust use object_store::gcs::GoogleCloudStorageBuilder; let gcs = GoogleCloudStorageBuilder::new() .with_service_account_key(service_account_json) .with_bucket_name("my-bucket") .build()?; let store: Arc = Arc::new(gcs); ``` **For Local Filesystem**: ```rust use object_store::local::LocalFileSystem; let local = LocalFileSystem::new_with_prefix("/tmp/data-lake")?; let store: Arc = Arc::new(local); ``` 4. **Test the connection** by listing objects or performing a simple operation: ```rust // List objects with a prefix let prefix = Some(&Path::from("data/")); let mut list = store.list(prefix); while let Some(meta) = list.next().await { let meta = meta?; println!("{}: {} bytes", meta.location, meta.size); } ``` 5. **Add error handling** and configuration management: ```rust use object_store::Error as ObjectStoreError; async fn create_store() -> Result, ObjectStoreError> { // Get credentials from environment or config let region = std::env::var("AWS_REGION") .unwrap_or_else(|_| "us-east-1".to_string()); let bucket = std::env::var("S3_BUCKET")?; let s3 = AmazonS3Builder::from_env() .with_region(®ion) .with_bucket_name(&bucket) .build()?; Ok(Arc::new(s3)) } ``` ## Best Practices - **Use Arc** for shared ownership across threads - **Configure retry logic** for production resilience - **Store credentials securely** using environment variables or secret managers - **Use LocalFileSystem** for testing to avoid cloud costs - **Enable request timeouts** to prevent hanging operations - **Set up connection pooling** for better performance ## Common Patterns **Environment-based configuration**: ```rust let s3 = AmazonS3Builder::from_env() .with_bucket_name(&bucket) .build()?; ``` **Multipart upload for large files**: ```rust let multipart = store.put_multipart(&path).await?; for chunk in chunks { multipart.put_part(chunk).await?; } multipart.complete().await?; ``` **Streaming downloads**: ```rust let result = store.get(&path).await?; let mut stream = result.into_stream(); while let Some(chunk) = stream.next().await { let chunk = chunk?; // Process chunk } ```