anatools.anaclient module

AnaClient is a python module for accessing Rendered.AI’s Ana Platform API.

class anatools.anaclient.AnaClient(workspace=None, environment='prod', verbose=False, email=None, password=None)

Bases: object

accept_invitation_of_workspace(invitationId)

Accept an invite to a workspace. Once accepted, user will be able to access and use the workspace.

Parameters

invitationId (str) – Id of invite to accept.

Returns

Succes or error message about accepting invite.

Return type

str

add_members(members, workspaceid=None)

Add members to an existing workspace.

Parameters

  • members (str or list) – Single or list of members email to add.

  • workspaceid (str) – Workspace ID to add members to. Adds to default workspace if not specified.

Returns

Response status if members got added to workspace succesfully.

Return type

str

add_workspace_channel(channel_name, workspaceId=None)

Add an existing channel to a workspace.

Parameters

  • channel_name (str) – Name of channel to add to workspace.

  • workspaceId (str) – Workspace ID to add channel into. If none is provided, the default workspace will get used.

Returns

Succes or error message about adding the channel.

Return type

str

create_channel(channel, packages=None, instance=None, organizations=None)

Create a new channel.

Parameters

  • channel (str) – Name of new channel.

  • packages (str) – Package name to use data files from. This is the package that was registered.

  • instance (str) – The EC2 instance the channel runs on (ie. p2.xlarge)

  • organizations (list) – Organization list for which this channel must belong to.

Returns

Succes or error message about channel creation.

Return type

str

create_dataset(name, graphid, description=None, interpretations=1, priority=1, seed=1, workspaceid=None)

Create a new dataset based off an existing graph. This will start a new job.

Parameters

  • graphid (str) – Graph ID of the graph to create dataset from.

  • description (str) – Description for new dataset.

  • interpretations (int) – Number of interpretations.

  • priority (int) – Job priority.

  • seed (int) – Seed number.

  • workspaceid (str) – Workspace ID of the graph’s workspace. If none is provided, the default workspace will get used.

Returns

Success or failure message about dataset creation.

Return type

str

create_graph(name, channel, graph, workspaceid=None)

Generates a new graph based off provided parameters.

Parameters

  • name (str) – Graph name that will get generated.

  • channel (str) – Name of the channel to use for the graph.

  • graph (json) – Location of yaml file. Check out the readme for more details (step 3 for how to use ana)

  • workspaceid (str) – Workspace ID create the graph in. If none is provided, the default workspace will get used.

Returns

The graph id if it was created sucessfully or an error message.

Return type

str

create_package(name, location)
create_workspace(name, channels, description=None)

Create a new workspace with specific channels.

Parameters

  • name (str) – New workspace name.

  • channels (list) – List of channels to add to workspace.

  • description (str) – Workspace description.

Returns

Workspace ID if creation was successful. Otherwise returns message.

Return type

str

delete_dataset(datasetid, workspaceid=None)

Delete an existing dataset.

Parameters

  • datasetid (str) – Dataset ID of dataset to delete.

  • workspaceid (str) – Workspace ID that the dataset is in. If none is provided, the default workspace will get used.

Returns

Success or failure message about dataset deletion.

Return type

str

delete_graph(graphid, workspaceid=None)

Delete a graph in a workspace.

Parameters

  • graphid (str) – Graph id to delete.

  • workspaceid (str) – Workspace ID of the graph’s workspace. If none is provided, the default workspace will get used.

Returns

A success or error message based on graph’s delete.

Return type

str

delete_workspace(workspaceid=None)

Delete an existing workspace.

Parameters

workspaceid (str) – Workspace ID for workspace to get deleted.

Returns

Success or failure message if workspace was sucessfully removed.

Return type

str

deploy_channel(channel, environment='test')

Deploy a channel between environments.

Parameters

  • channel (str) – Name of channel to deploy.

  • environment (str) – Environment to deploy channel to.

Returns

Succes or error message about channel deployment.

Return type

str

download_annotation(datasetId, annotationId, workspaceId=None)

Download a generated image annotation file.

Parameters

  • datasetId (str) – Dataset ID to download image annotation for.

  • annotationId (str) – Id of previously generated image annotation.

  • workspaceId (str) – Workspace ID of the dataset to generate annotation for. If none is provided, the default workspace will get used.

Returns

URL if annotation download was successful or failure message. The URL can be used within a browser to download the image annotation file.

Return type

str

download_dataset(datasetid, workspaceid=None)

Download a dataset.

Parameters

  • datasetid (str) – Dataset ID of dataset to download.

  • workspaceid (str) – Workspace ID that the dataset is in. If none is provided, the default workspace will get used.

Returns

Success or failure message about dataset download.

Return type

str

download_graph(graphid, workspaceid=None)

Download a graph.

Parameters

  • graphid (str) – Graph ID of the graph to download.

  • workspaceid (str) – Workspace ID of the graph’s workspace. If none is provided, the default workspace will get used.

Returns

A download URL that can be used in the browser or a failure message.

Return type

str

generate_annotation(datasetId, annotation_format, annotation_map, workspaceId=None)

Generate an image annotation for an existing dataset.

Parameters

  • datasetId (str) – Dataset ID to generate annotation for.

  • annotation_format (str) – Image annotation format. Currently only COCO is supported.

  • annotation_map (str) – Image annotation mapping. Currently only afv is supported.

  • workspaceId (str) – Workspace ID of the dataset to generate annotation for. If none is provided, the default workspace will get used.

Returns

Succes or error message about generating the annotation.

Return type

str

get_channels()

Shows all channel names.

Returns

List of all possible channel names.

Return type

list

get_datasets(datasetid=None, name=None, owner=None, status=None, workspaceid=None)

Queries the workspace datasets based off provided parameters. Checks on datasetid, name, owner, or status in this respective order within the specified workspace. If only workspace ID is provided, this will return all the graphs in a workspace.

Parameters

  • datasetid (str) – Graph ID of the graph to download.

  • name (str) – Dataset name.

  • owner (str) – Owner of the dataset.

  • status – Status of a dataset, whether it is running, completed, stopped, etc.

  • workspaceid (str) – Workspace ID of the graph’s workspace. If none is provided, the default workspace will get used.

Returns

Information about the dataset based off the query parameters provided or a failure message.

Return type

str

get_graphs(graphid=None, name=None, owner=None, workspaceid=None)

Queries the workspace graphs based off provided parameters. Checks on graphid, name, or owner in this respective order within the specified workspace. If only workspace ID is provided, this will return all the graphs in a workspace.

Parameters

  • graphid (str) – GraphID to filter on. Optional.

  • name (str) – Name of the graph to filter on. Optional.

  • owner (str) – Owner of graphs to filter on. Optional.

  • workspaceid (str) – Workspace ID to filter on. If none is provided, the default workspace will get used.

Returns

A list of graphs based off provided query parameters if any parameters match.

Return type

list

get_members(workspaceid=None)

Show workspace members.

Parameters

workspaceid (str) – Workspace ID for showing member list. Uses default workspace if not specified.

Returns

List of members emails that belong to a workspace.

Return type

list

get_workspace()

Get workspace id of current workspace.

Returns

Workspace ID of current workspace.

Return type

str

get_workspaces()

Shows list of workspaces with id, name, and owner data.

Returns

Workspace data for all workspaces for a user.

Return type

dict

invite_user_to_workspace(email, workspaceId=None)

Invite a new or existing user to a workspace. This will send the user an email with the invite.

Parameters

  • email (str) – Email of user to send invite to.

  • workspaceId (str) – Workspace ID to invite user to. If none is provided, the default workspace will get used.

Returns

Succes or error message about invite creation.

Return type

str

login(workspace=None, environment='prod', email=None, password=None)

Log in to ana sdk

Parameters

  • workspace (str) – ID of the workspace to log in to. Uses default if not specified.

  • environment (str) – Environment to log into. Defaults to production.

logout(clear=False)

Logs out of the ana sdk and removes credentials from Ana.

register_channel_owner(email, channel)

Set a channel owner.

Parameters

  • email (str) – Email adress for setting the channel owner to.

  • channel (str) – Channel name to set the owner for.

Returns

True if channel owner was registered successfully, false otherwise.

Return type

bool

register_datafile(package, filepath)

Upload single data file to be available for use with a channel.

Parameters

  • package (str) – File name.

  • filepath (str) – Local directory to search in for the filename. It is the path to the filename.

Returns

Succes or error message about file upload.

Return type

str

register_docker(channel)

Register the docker image of a channel.

Parameters

channel (str) – Channel name for the docker image, this must match the channel docker image.

Returns

Success or failure message about docker registration.

Return type

str

register_package_data(package, location)

Upload a folder to be available for use with a channel. This is used when uploading multiple files.

Parameters

  • package (str) – Folder name of the package inside the location parameter.

  • location (str) – Local directory to search in for the package. It is the path to the package folder.

Returns

Succes or error message about package upload.

Return type

str

remove_channel_owner(email, channel_name)

Remove owner of existing channel.

Parameters

  • email (str) – Email address of user to remove as a channel owner.

  • channel_name (str) – Name of channel.

Returns

Succes or error message about channel owner removal.

Return type

str

remove_members(members, workspaceid=None)

Remove members from an existing workspace.

Parameters

  • members (str or list) – Single or list of members email to remove.

  • workspaceid (str) – Workspace ID to remove members from. Removes from default workspace if not specified.

Returns

Response status if members got removed from workspace succesfully.

Return type

str

remove_workspace_channel(channel_name, workspaceId=None)

Remove an existing channel to a workspace.

Parameters

  • channel_name (str) – Name of channel to remove from workspace.

  • workspaceId (str) – Workspace ID to remove channel from. If none is provided, the default workspace will get used.

Returns

Succes or error message about removing the channel.

Return type

str

set_workspace(workspaceid=None)

Set the workspace to the one you wish to work in.

Parameters

workspaceid (str) – Workspace ID for the workspace you wish to work in. Uses default workspace if this is not set.

stop_execution(datasetId, workspaceId=None)

Stop a running job.

Parameters

  • datasetId (str) – Dataset ID of the running job to stop.

  • workspaceId (str) – Workspace ID of the running job. If none is provided, the default workspace will get used.

Returns

Succes or error message about stopping the job execution.

Return type

str

update_dataset(datasetid, description, workspaceid=None)

Update dataset description.

Parameters

  • datasetid (str) – Dataset ID to update description for.

  • description (str) – New description.

  • workspaceid (str) – Workspace ID of the dataset to get updated. If none is provided, the default workspace will get used.

Returns

Success or failure message about dataset update.

Return type

str

update_graph(graphid, description, workspaceid=None)

Update graph description.

Parameters

  • graphid (str) – Graph id to update.

  • description (str) – New description to update.

  • workspaceid (str) – Workspace ID of the graph’s workspace. If none is provided, the default workspace will get used.

Returns

A success or error message based on graph’s update.

Return type

str

update_workspace(description, workspaceid=None)

Update workspace description.

Parameters

  • description (str) – New description to replace old one.

  • workspaceid (str) – Workspace ID for workspace to update.

Returns

Success or failure message if workspace description was sucessfully updated.

Return type

str