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UbiOps Technical Documentation

Documentation
Documentation
- Introduction & Getting Started
- Deployments
  Deployments
  - Introduction to Deployments
  - Structuring & uploading your code
    Structuring & uploading your code
    
    Deployment package structure
    
    Deployment Input & Output
    
    Blob (file) handling
    
    Installing additional packages on the container level
  - Deployment versions
  - Advanced settings
  - Environment variables
- Pipelines
- Making requests & processing data
  Making requests & processing data
- Monitoring
  Monitoring
- User Administration
  User Administration
- Interfacing with UbiOps
  Interfacing with UbiOps
- Miscellaneous
  Miscellaneous
  - UbiOps SaaS Usage Limits
- Questions & Support
- Back to UbiOps.com
Tutorials
Tutorials
- Introduction
- Python Tutorials
  Python Tutorials
  - Deploying models built with popular DS libraries
    Deploying models built with popular DS libraries
    
    Deploying a Scikit-Learn model
    
    Deploying a TensorFlow model
    
    Deploying an XGBoost model
  - Integration examples with cloud provider tools
    Integration examples with cloud provider tools
    
    Azure Data Factory & UbiOps
    
    Azure Machine Learning
    
    Azure Functions trigger
    
    Google Cloud Functions trigger
  - Integration examples (other)
    Integration examples (other)
    
    MLflow integration
    
    Snowflake integration
    
    YData integration
    
    Pachyderm integration
    
    Mendix integration
    
    Arthur intergration
    
    GSheets RFM pipeline
  - Working with pipelines
    Working with pipelines
    
    Amazon Review classification
    
    Pokemon Pipeline
    
    Creating a training and production pipeline
    
    Creating a pipeline with R and Python deployments
  - Other
    Other
    
    Deploying a recommender model
    
    Using blobs as temporary storage
    
    Sentiment analysis on tweets
    
    Comparing ONNX to Tensorflow performance
    
    How to deploy automatically to UbiOps from Git
- R Tutorials
  R Tutorials
  - Deployment models built with popular R packages
    Deployment models built with popular R packages
    
    Deploying an R XGboost model
  - Pipelines built with popular R packages
    Pipelines built with popular R packages
    
    Deploying an R XGboost pipeline
- Ready deployments
  Ready deployments
Quickstart
Quickstart
Troubleshooting
Troubleshooting
- Introduction
- Problems & Solutions
  Problems & Solutions
API Explorer
CLI
CLI
- Introduction
- Installation Guide
- Get Started
- Documentation
  Documentation
Client Libraries
Client Libraries
- Python
  Python
- R
  R
  - Introduction
  - Installation Guide
  - Getting Started
  - Documentation
    Documentation
    
    Blobs
    
    Deployment Requests
    
    Deployments
    
    Organizations
    
    Pipeline Requests
    
    Pipelines
    
    Projects
    
    Request Schedules
    
    Roles
    
    Service Users
    
    Status
    
    User
Release Notes
Release Notes

Table of contents

Properties

UsagePerMonth¶

Properties¶

Name	Type	Notes
object_type	str
metric	str
usage	list[UsagePerMonthMetric]

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