SAS Event Stream Processing Python Interface

Date: Jun 26, 2020 Version: 7.1

Installers: http://github.com/sassoftware/python-esppy/releases

Source Repository: http://github.com/sassoftware/python-esppy

Issues & Ideas: https://github.com/sassoftware/python-esppy/issues

The ESPPy package enables you to create SAS Event Stream Processing (ESP) models programmatically in Python. Using ESPPy, you can connect to an ESP server and interact with projects and their components as Python objects. These objects include projects, continuous queries, windows, events, loggers, SAS Micro Analytic Service modules, routers, and analytical algorithms.

ESPPy has full integration with Jupyter notebooks including visualizing diagrams of your ESP projects, and support for streaming charts and images. This allows you to easily explore and prototype your ESP projects in a familiar notebook interface.

• Installation
  • Pip
  • Conda
  • GitHub
• What’s New
  • v1.0.0 (October 5, 2018)
• Getting Started
  • Server Introspection
  • Loading a Project
  • Working with Windows
    • The limit Argument
    • The horizon Argument
    • Using Windows as DataFrames
  • Building Projects Programmatically
    • Adding a Data Window
    • Adding a Training Window
    • Adding a Scoring Window
    • Making Connections between Windows
    • Loading the Project into the Server
    • Publishing Events to Data Window
  • Conclusion
• Jupyter Notebook Integration
• API Reference
  • ESP
    • Constructor
    • Server Methods
    • Project Methods
    • Window Methods
    • Event Methods
    • Logging Methods
    • MAS Module Methods
    • Router Methods
    • Event Generator Methods
    • Algorithm Methods
  • Project Definitions
    • Projects
    • Continuous Queries
    • Templates
    • Windows
    • Schemas
    • Schema Fields
  • Subscriber
    • esppy.windows.Subscriber
    • esppy.windows.Subscriber.start
    • esppy.windows.Subscriber.stop
    • esppy.windows.Subscriber.close
  • Publisher
    • esppy.windows.Publisher
    • esppy.windows.Publisher.send
    • esppy.windows.Publisher.close
  • Streaming Charts
    • esppy.plotting.StreamingChart
    • esppy.plotting.StreamingChart.area
    • esppy.plotting.StreamingChart.bar
    • esppy.plotting.StreamingChart.hbar
    • esppy.plotting.StreamingChart.bubble
    • esppy.plotting.StreamingChart.line
    • esppy.plotting.StreamingChart.scatter
    • esppy.plotting.StreamingChart.pie
    • esppy.plotting.StreamingChart.donut
    • esppy.plotting.StreamingChart.doughnut
  • Streaming Images
    • esppy.plotting.StreamingImages
  • Chart Layouts
    • esppy.plotting.ChartLayout
  • Event Generators
    • esppy.evtgen.EventGenerator
    • esppy.evtgen.EventGenerator.add_initializers
    • esppy.evtgen.EventGenerator.add_fields
    • esppy.evtgen.EventGenerator.add_map_resources
    • esppy.evtgen.EventGenerator.add_list_resources
    • esppy.evtgen.EventGenerator.add_set_resources
    • esppy.evtgen.EventGenerator.add_map_url_resources
    • esppy.evtgen.EventGenerator.add_list_url_resources
    • esppy.evtgen.EventGenerator.add_set_url_resources
    • esppy.evtgen.EventGenerator.start
    • esppy.evtgen.EventGenerator.stop
    • esppy.evtgen.EventGenerator.initialize
    • esppy.evtgen.EventGenerator.delete
    • esppy.evtgen.EventGenerator.save
    • esppy.evtgen.EventGenerator.from_xml
    • esppy.evtgen.EventGenerator.to_xml
  • Loggers
    • esppy.logger.Logger
    • esppy.logger.Logger.set_level
  • MAS Modules
    • esppy.mas.MASModule
    • esppy.mas.MASModule.save
    • esppy.mas.MASModule.from_xml
    • esppy.mas.MASModule.to_xml
  • Routers
    • Router
    • Engine
    • PublishDestination
    • WriterDestination
    • Route
  • Connectors
    • esppy.connectors.Connector
    • esppy.connectors.Connector.set_properties
    • esppy.connectors.Connector.to_xml
    • esppy.connectors.BacnetPublisher
    • esppy.connectors.AdapterPublisher
    • esppy.connectors.AdapterSubscriber
    • esppy.connectors.DatabasePublisher
    • esppy.connectors.DatabaseSubscriber
    • esppy.connectors.FilePublisher
    • esppy.connectors.FileSubscriber
    • esppy.connectors.SocketPublisher
    • esppy.connectors.SocketSubscriber
    • esppy.connectors.KafkaSubscriber
    • esppy.connectors.KafkaPublisher
    • esppy.connectors.MQTTSubscriber
    • esppy.connectors.MQTTPublisher
    • esppy.connectors.ModbusSubscriber
    • esppy.connectors.ModbusPublisher
    • esppy.connectors.NuregoSubscriber
    • esppy.connectors.OPCUASubscriber
    • esppy.connectors.OPCUAPublisher
    • esppy.connectors.PISubscriber
    • esppy.connectors.PIPublisher
    • esppy.connectors.ProjectPublisher
    • esppy.connectors.PylonPublisher
    • esppy.connectors.RabbitMQSubscriber
    • esppy.connectors.RabbitMQPublisher
    • esppy.connectors.SMTPSubscriber
    • esppy.connectors.SnifferPublisher
    • esppy.connectors.SolaceSubscriber
    • esppy.connectors.SolacePublisher
    • esppy.connectors.TeradataSubscriber
    • esppy.connectors.TeradataListenerSubscriber
    • esppy.connectors.TervelaSubscriber
    • esppy.connectors.TervelaPublisher
    • esppy.connectors.TibcoSubscriber
    • esppy.connectors.TibcoPublisher
    • esppy.connectors.TimerPublisher
    • esppy.connectors.URLPublisher
    • esppy.connectors.UVCPublisher
    • esppy.connectors.WebSocketPublisher
    • esppy.connectors.WebSphereMQSubscriber
    • esppy.connectors.WebSphereMQPublisher
  • Algorithms
    • esppy.algorithm.Algorithm
    • esppy.algorithm.Algorithm.from_xml
  • Project Statistics
    • esppy.connection.ProjectStats
    • esppy.connection.ProjectStats.start
    • esppy.connection.ProjectStats.stop
    • esppy.connection.ProjectStats.close
  • Configuration Options
    • esppy.get_option
    • esppy.set_option
    • esppy.describe_option
    • esppy.reset_option
    • esppy.option_context
• License

Index

• Index