<@U06RKAMK0UC> Can you show a `flytekit-java` exam...
# ask-ai
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@ancient-wolf-19325 Can you show a
flytekit-java
example of how to use the Binary data type?
a
I'm not able to find any data sources to answer your question. Could you provide more details on the specific use case or context in which you want to use the Binary data type in
flytekit-java
? If this doesn't help, please reach out to the Flyte support team for further assistance. 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.
b
@ancient-wolf-19325 Can you show me a Java example of using a Blob type for task or workflow inputs?
a
I'm not able to find any data sources to answer your question. Could you specify whether you are looking for an example of using a Blob type for task inputs, workflow inputs, or both? If this doesn't help, please reach out to the Flyte support team for further assistance. 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.
b
@ancient-wolf-19325 Please show Java example of Blob data type.
a
The provided data sources do not contain specific examples of using the Blob data type in
flytekit-java
. However, I can provide a general outline based on the Flyte documentation and the typical usage of Blob types in Flyte. In Flyte, a Blob is used to refer to offloaded sets of files, typically stored in a cloud storage service like S3. The Blob type encapsulates the type of the store and a unique URI for where the data is stored. Here is a general outline of how you might define and use a Blob type in a Flyte task using Java: 1. Define the Blob Type: You need to define the Blob type with its dimensionality (SINGLE or MULTIPART) and format (e.g., "csv", "parquet"). 2. Create a Task: Define a Flyte task that takes a Blob as input and/or output. 3. Workflow: Define a workflow that uses the task. Here is a conceptual example:
Copy code
import org.flyte.flytekit.SdkTypes;
import org.flyte.flytekit.SdkWorkflow;
import org.flyte.flytekit.SdkWorkflowBuilder;
import org.flyte.flytekit.SdkRunnableTask;
import org.flyte.flytekit.SdkBindingData;
import org.flyte.flytekit.SdkLiteralTypes;
import org.flyte.flytekit.SdkWorkflowInput;
import org.flyte.flytekit.SdkWorkflowOutput;
import org.flyte.flytekit.SdkTypes.SdkType;
import org.flyte.flytekit.SdkTypes.SdkLiteralType;
import org.flyte.flytekit.SdkTypes.SdkLiteralType.BlobType;
import org.flyte.flytekit.SdkTypes.SdkLiteralType.BlobType.BlobDimensionality;

import java.util.Map;

public class BlobExample {

    public static class BlobTask extends SdkRunnableTask<Map<String, SdkBindingData>, Map<String, SdkBindingData>> {

        public BlobTask() {
            super(SdkTypes.mapOf(SdkLiteralTypes.STRING, SdkLiteralTypes.BLOB), SdkTypes.mapOf(SdkLiteralTypes.STRING, SdkLiteralTypes.BLOB));
        }

        @Override
        public Map<String, SdkBindingData> run(Map<String, SdkBindingData> input) {
            // Your task logic here
            // For example, read the blob from the input, process it, and return a new blob
            return input;
        }
    }

    public static class BlobWorkflow extends SdkWorkflow {

        @Override
        public void expand(SdkWorkflowBuilder builder) {
            SdkWorkflowInput<SdkBindingData> input = builder.inputOfType(SdkLiteralTypes.BLOB, "input_blob");
            SdkWorkflowOutput<SdkBindingData> output = builder.outputOfType(SdkLiteralTypes.BLOB, "output_blob");

            BlobTask blobTask = new BlobTask();
            SdkBindingData taskOutput = builder.apply("blob_task", blobTask, Map.of("input_blob", input)).get("output_blob");

            builder.output("output_blob", taskOutput);
        }
    }

    public static void main(String[] args) {
        BlobWorkflow workflow = new BlobWorkflow();
        // Execute the workflow
    }
}
In this example: -
BlobTask
is a task that takes a Blob as input and produces a Blob as output. -
BlobWorkflow
is a workflow that uses the
BlobTask
.
Please note that this is a conceptual example and may need adjustments based on the actual Flyte Java SDK and your specific use case. For more detailed and specific examples, you may need to refer to the official Flyte documentation or the Flyte Java SDK documentation. Sources: - Flyte Data Management 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.
b
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