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Installing OS-level packages
Environment Validation
File storage
File storage
Working with buckets
Working with files
Using files in deployments
Training
Making requests & processing data
Making requests & processing data
Request settings
Scheduling requests
Database connectors
Enabling triggers from cloud-based function platforms
Request examples
Compute & scaling settings
Monitoring
Monitoring
Logging
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Request overview
Webhooks
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Project & User Management
Project & User Management
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Permissions and roles
Importing & Exporting
Interfacing with UbiOps
Interfacing with UbiOps
API
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Miscellaneous
Miscellaneous
Rate limiting
Usage limits (SaaS)
Subscription limits
Blob handling (LEGACY)
Utils module
Overview of deprecated functionality
Questions & Support
Back to UbiOps.com
How-To's & Tutorials
How-To's & Tutorials
Introduction
Starter Tutorials
Starter Tutorials
UI Starter Tutorials
UI Starter Tutorials
UI deployment Starter Tutorial
UI pipeline Starter Tutorial
UI training Starter Tutorial
Client library Starter Tutorial
CLI Starter Tutorial
Tutorials
Tutorials
Model deployment
Model deployment
Deploying a Scikit-Learn model
Deploying a TensorFlow model
Deploying an XGBoost model
Inference speed of ONNX vs TensorFlow
Model training
Model training
Training a Tensorflow model
Tensorflow Checkpointing
Retraining a PyTorch model
Training 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 with other tools
Integration examples with other tools
MLFlow Conversion
Mendix integration
GSheets RFM pipeline
Streamlit integration
Weights and Biases integration using FinBERT
TensorRT integration
NVIDIA RAPIDS Benchmark
GenAI (LLMs & CV)
GenAI (LLMs & CV)
Deploy Bert
Deploy Gemma 2b with streaming (CPU)
Deploy Stable Diffusion
Deploy Mistral 7B (development set-up)
Deploy Llama 3.1 with streaming (GPU)
Fine-tuning Falcon 1B
Mistral RAG
Deploy vLLM server
Working with pipelines
Working with pipelines
Pokemon Pipeline
Pipeline Tutorial
UI tutorials
UI tutorials
Multiplying a number
Load & run a pre-trained model
Image recognition
GPU deployment
Customer segmentation
How-to work with deployments
How-to work with deployments
Use a Numpy array as output
Make a request to a deployment using the Python CL
Handle files as input
Handle files as output
Embed credentials and secrets
Use C++ in UbiOps Deployments
Run NVIDIA Triton Inference Server
Run Terminal Commands in a Deployment
Tracking deployment metrics on UbiOps
Run Jupyter on a UbiOps deployment
Enable an SSH connection to a running deployment
Connect your IDE to a UbiOps deployment
Download files from Huggingface and upload them to UbiOps
Download model files from your bucket into your deployment
Raising custom error messages in your deployment
Add retry logic to your request function
Send request notification emails with webhooks
How-to work with pipelines
How-to work with pipelines
Work with the conditional logic operator
Work with the create subrequests operator
Work with the collect subrequests operator
Working with the count subrequest operator
Work with the function operator
Work with the raise error operator
Tracking pipeline metrics on UbiOps
How-to work with training
How-to work with training
Training Checkpointing
Tracking training metrics on UbiOps
How-to work with buckets & files
How-to work with buckets & files
Bucket & file operations in UbiOps using Python
Read and write from S3 buckets directly
Use files for persistent storage
Manage files within your deployment
Stream files from a bucket
Work with external buckets
Work with external buckets
Connect to an existing Azure Blob Storage bucket
Connect to an existing Amazon S3 bucket
Connect to an existing Google Cloud Storage bucket
Connect to any S3-compatible bucket
How-to work with environments
How-to work with environments
Create a requirements.txt
Use an external pip server
Install Custom CUDA Version
Install custom and conflicting dependencies.
Load your libraries from Git
How-to integrate with CI/CD
How-to integrate with CI/CD
Set up CI/CD from Git
How-to integrate with low-code
Troubleshooting
Troubleshooting
Problems with building
Problems with building
Deployment file not found
NotFoundError
No version that satisfies the requirement
Problems during requests
Problems during requests
Object is not JSON
KeyError
Missing field error
Unknown field error
Request interrupted
API Explorer
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Projects
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Deployment Versions
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Environments
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Instance Type Groups
Instance Types
Instances
Project Instances
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Pipeline Versions
Buckets
Files
Environment Variables
Logs
Audit Events
Schedules
Exports
Imports
Validate
Run Local
Python client Library
Python client Library
Installation Guide
Getting Started
Documentation
Documentation
API endpoints
API endpoints
CoreApi
Deployment_Requests
Deployments
Environments
Files
Imports_and_Exports
Instances
Metrics
Monitoring
Organizations
Pipeline_Requests
Pipelines
Projects
Request_Schedules
Roles
Service_Users
Status
User
Webhooks
Data classes
Data classes
AttachmentFieldsList
AttachmentSourcesList
AttachmentsCreate
AttachmentsList
AuditList
BucketCreate
BucketDetail
BucketList
BucketUpdate
BuildList
Cluster
DeploymentCreate
DeploymentCreateResponse
DeploymentDetail
DeploymentInputFieldCreate
DeploymentList
DeploymentOutputFieldCreate
DeploymentRequestBatchCreateResponse
DeploymentRequestCreateResponse
DeploymentRequestDetail
DeploymentRequestList
DeploymentRequestSingleDetail
DeploymentRequestUpdate
DeploymentUpdate
DeploymentVersionCreate
DeploymentVersionDetail
DeploymentVersionList
DeploymentVersionPort
DeploymentVersionUpdate
EnvironmentBuildDependency
EnvironmentBuildList
EnvironmentBuildUpdate
EnvironmentBuildUpdate
Table of contents
Properties
EnvironmentCreate
EnvironmentDetail
EnvironmentList
EnvironmentRevisionCreate
EnvironmentRevisionDetail
EnvironmentUpdate
EnvironmentUsage
EnvironmentVariableCopy
EnvironmentVariableCreate
EnvironmentVariableList
ExportCreate
ExportDetail
ExportList
ExpressionEvaluate
ExpressionEvaluateResponse
ExpressionInputFieldCreate
FileCompleteMultipartUpload
FileDetail
FileItem
FileMultipartUpload
FileUploadResponse
ImportDetail
ImportList
ImportUpdate
InheritedEnvironmentVariableList
InputFieldWidgetCreate
InputOutputFieldBase
InputOutputFieldDetail
InputOutputFieldList
InputOutputWidgetList
InstanceDetail
InstanceEvent
InstanceEventPaginated
InstanceList
InstanceListPaginated
InstanceType
InstanceTypeCreate
InstanceTypeGroupCreate
InstanceTypeGroupList
InstanceTypeGroupListPaginated
InstanceTypeGroupUsage
InstanceTypeGroupUsagePaginated
InstanceTypeItem
InstanceTypeList
InstanceTypeListPaginated
Logs
LogsCreate
MetricCreate
MetricDetail
MetricUpdate
Node
NodePool
NotificationGroupContact
NotificationGroupCreate
NotificationGroupList
NotificationGroupUpdate
OperatorRequestDetail
OrganizationCreate
OrganizationDetail
OrganizationList
OrganizationProjectUsage
OrganizationUpdate
OrganizationUsage
OrganizationUserCreate
OrganizationUserDetail
OrganizationUserUpdate
OutputFieldWidgetCreate
OutputValueList
PermissionList
PipelineCreate
PipelineCreateResponse
PipelineDetail
PipelineInputFieldCreate
PipelineList
PipelineOutputFieldCreate
PipelineRequestBatchCreateResponse
PipelineRequestCreateResponse
PipelineRequestDeploymentRequest
PipelineRequestDetail
PipelineRequestList
PipelineRequestOperatorRequest
PipelineRequestPipelineRequest
PipelineRequestSingleDetail
PipelineRequestUpdate
PipelineUpdate
PipelineVersionCreate
PipelineVersionDetail
PipelineVersionList
PipelineVersionObjectConfigurationList
PipelineVersionObjectCreate
PipelineVersionObjectList
PipelineVersionUpdate
ProjectCreate
ProjectDeploymentVersionUsage
ProjectDetail
ProjectInstanceList
ProjectInstanceListPaginated
ProjectList
ProjectResourceUsage
ProjectUpdate
ProjectUsage
ProjectUserCreate
ProjectUserList
QuotaDetail
RequestsOverview
ResourceUsage
RevisionCreate
RevisionList
RoleAssignmentCreate
RoleAssignmentList
RoleCreate
RoleDetailList
RoleList
RoleUpdate
ScheduleCreate
ScheduleList
ScheduleUpdate
ServiceUserCreate
ServiceUserList
ServiceUserTokenDetail
ServiceUserTokenList
Status
TemplateDeploymentList
TimeSeriesDataCreate
TimeSeriesDataList
TimeSeriesDataPointCreate
TimeSeriesDataPointList
TimeSeriesSearch
UserPendingCreate
UserPendingDetail
Voucher
WebhookCreate
WebhookDetail
WebhookHeader
WebhookTestCreate
WebhookTestDetail
WebhookUpdate
Utils
Utils
FileOperations
MetricClient
RunLocal
Streaming
Validate
WaitFor
Training
Training
ExperimentCreate
ExperimentDetail
ExperimentList
ExperimentRunCreate
ExperimentRunCreateResponse
ExperimentRunDetail
ExperimentRunList
ExperimentRunUpdate
ExperimentRunUpdateResponse
ExperimentUpdate
Training
Release Notes
Release Notes
UbiOps version 2.31.0
UbiOps version 2.30.0
UbiOps version 2.29.0
UbiOps version 2.28.0
UbiOps version 2.26.0
UbiOps version 2.25.0
UbiOps version 2.24.0
UbiOps version 2.23.0
UbiOps version 2.22.0
UbiOps version 2.21.0
UbiOps version 2.20.0
UbiOps version 2.19.0
UbiOps version 2.18.0
UbiOps version 2.17.0
UbiOps version 2.16.0
UbiOps version 2.15.0
UbiOps version 2.14.0
UbiOps version 2.13.0
UbiOps version 2.12.0
UbiOps version 2.11.0
UbiOps version 2.10.0
UbiOps version 2.9.0
UbiOps version 2.8.0
UbiOps version 2.7.0
UbiOps version 2.6.0
UbiOps version 2.5.0
UbiOps version 2.4.0
UbiOps version 2.1.0
Table of contents
Properties
EnvironmentBuildUpdate
¶
Properties
¶
Name
Type
Notes
status
str