Contents:
Installation
Introduction and quick start
Why another workflow package
The frontend
Backends
Graph visualization
Storage and Analysis
Queries
Serializers
Stateful Nodes
Backends
Workflows
LocalWorkflow
RayWorkflow
Ray cluster options
Ray remote task options
Plugins
Storage
Prefect Workflow
Prefect Flow options
Prefect Task options
Storage
Prefect Server
Kubeflow Pipelines Workflow
Run Sequence
The generated function
Kubernetes interactions
KFP Dashboard
Ray Workflow Workflow
For Backend Developers
Backend Development
Basic Workflow Functionality
Workflow Interface
Queries
Plugins
Storage
Examples
Basic ML example
The workflow
Model Prediction
Advanced ML example
The workflow
Model Prediction
Basic ML example (Ray Workflow)
The workflow
Model Prediction
Basic ML example (Prefect Workflow)
The workflow
Prefect Server
Model Prediction
Storage
Serializers
Protocols
Storage Classes
FileStorage
RayFileStorage
S3storage
Serializers
Protocols
Serializer Classes
DaskArraySerializer
File protocol interface
S3 protocol interface
API
Frontend
workflow()
set_name()
Backends
Built-in
Local Workflow
Ray Workflow
Add-ons
Prefect Workflow
KFP Workflow
Function Fuse
Index
Index
B
|
F
|
G
|
K
|
L
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P
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Q
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R
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S
|
W
B
built-in function
set_name()
F
FileStorage (class in functionfuse.storage.filestorage)
(class in functionfuse.storage.rayfilestorage)
G
generate_flow() (functionfuse.backends.addons.prefectback.PrefectWorkflow method)
K
KFPWorkflow (class in functionfuse.backends.addons.kfpback)
L
list_tasks() (functionfuse.storage.filestorage.FileStorage method)
(functionfuse.storage.rayfilestorage.FileStorage method)
LocalWorkflow (class in functionfuse.backends.builtin.localback)
P
PrefectWorkflow (class in functionfuse.backends.addons.prefectback)
Q
Query (class in functionfuse.backends.addons.prefectback)
(class in functionfuse.backends.builtin.rayback)
query() (functionfuse.backends.addons.prefectback.PrefectWorkflow method)
(functionfuse.backends.builtin.rayback.RayWorkflow method)
R
RayWorkflow (class in functionfuse.backends.builtin.rayback)
read_task() (functionfuse.storage.filestorage.FileStorage method)
(functionfuse.storage.rayfilestorage.FileStorage method)
remove_task() (functionfuse.storage.filestorage.FileStorage method)
(functionfuse.storage.rayfilestorage.FileStorage method)
remove_workflow() (functionfuse.storage.filestorage.FileStorage method)
(functionfuse.storage.rayfilestorage.FileStorage method)
run() (functionfuse.backends.addons.kfpback.KFPWorkflow method)
(functionfuse.backends.addons.prefectback.PrefectWorkflow method)
(functionfuse.backends.builtin.localback.LocalWorkflow method)
(functionfuse.backends.builtin.rayback.RayWorkflow method)
S
set_baseimage() (functionfuse.backends.addons.kfpback.KFPWorkflow method)
set_kfp_host() (functionfuse.backends.addons.kfpback.KFPWorkflow method)
set_name()
built-in function
set_registry_credentials() (functionfuse.backends.addons.kfpback.KFPWorkflow method)
set_remote_args() (functionfuse.backends.builtin.rayback.Query method)
set_storage() (functionfuse.backends.addons.prefectback.PrefectWorkflow method)
(functionfuse.backends.builtin.localback.LocalWorkflow method)
(functionfuse.backends.builtin.rayback.RayWorkflow method)
set_task_args() (functionfuse.backends.addons.prefectback.Query method)
storage_factory() (in module functionfuse.storage)
W
workflow() (in module functionfuse)