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Section Navigation

Flytekit plugins

  • Comet
    • Comet Example
  • DBT
    • dbt example
  • Dolt
    • Quickstart
    • Dolt Branches
  • DuckDB
    • DuckDB Example
  • Great Expectations
    • Task Example
    • Type Example
  • MLFlow
    • MLflow Example
  • Modin
    • KNN Classifier
  • Neptune
    • Neptune example
  • NIM
    • Serve Generative AI Models with NIM
  • Ollama
    • Serve LLMs with Ollama
  • ONNX
    • PyTorch Example
    • ScikitLearn Example
    • TensorFlow Example
  • Pandera
    • Basic Schema Example
    • Validating and Testing Machine Learning Pipelines
  • Papermill
    • Jupyter Notebook Tasks
    • Simple Papermill Notebook
  • SQL
    • Sqlite3
    • SQLAlchemy
  • Weights & Biases
    • Weights and Biases Example
  • WhyLogs
    • whylogs Example

Native backend plugins

  • Kubeflow PyTorch
    • Run PyTorch Distributed
    • Use PyTorch Lightning to Train an MNIST Autoencoder
  • Kubeflow TensorFlow
    • Run Distributed TensorFlow Training
  • Kubernetes cluster Dask jobs
    • Running a Dask Task
  • Kubernetes cluster Spark jobs
    • Running a Spark Task
    • Converting a Spark DataFrame to a Pandas DataFrame
  • MPI Operator
    • Running Distributed Training Using Horovod and MPI
  • Ray
    • Running Ray Tasks

Flyte agents

  • Airflow agent
    • Airflow agent example usage
  • AWS Sagemaker inference agent
    • Deploy and serve an XGBoost model on AWS SageMaker using FastAPI
  • BigQuery agent
    • BigQuery agent example usage
  • ChatGPT agent
    • ChatGPT agent example usage
  • Databricks agent
    • Running Spark on Databricks
  • Memory Machine Cloud agent
    • Memory Machine Cloud agent example usage
  • OpenAI batch agent
    • Batching Requests for Asynchronous Processing
  • PERIAN Job Platform agent
    • PERIAN agent example usage
  • Sensor agent
    • File Sensor
  • Snowflake agent
    • Querying data in Snowflake

External service backend plugins

  • AWS Athena
    • Athena Query
  • AWS Batch
    • AWS Batch
  • Flyte Interactive
    • FlyteInteractive Vscode Decorator
    • FlyteInteractive Jupyter Decorator
  • Hive
    • Hive Tasks

SDKs for writing tasks and workflows

  • flytekit
  • flytekit-java

Flyte operators

  • Airflow
    • FlyteOperator Example

Deprecated integrations

  • BigQuery plugin
    • BigQuery plugin example
  • Databricks plugin
    • Databricks plugin example
  • Kubernetes pods
    • Pod Example
  • Snowflake plugin
    • Snowflake plugin example
  • Integrations
  • PERIAN Job Platform Agent

Tags: Cloud, GPU, Integration, Advanced

PERIAN Job Platform Agent#

The PERIAN Flyte Agent enables you to execute Flyte tasks on the PERIAN Sky Platform. PERIAN allows the execution of any task on servers aggregated from multiple cloud providers.

Example usage:

PERIAN agent example usage

To get started with PERIAN, see the PERIAN documentation and the PERIAN Flyte Agent documentation.

Agent setup#

Consult the PERIAN Flyte Agent setup guide.

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Batching Requests for Asynchronous Processing

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PERIAN agent example usage

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  • Agent setup
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