anatools.client.anaclient module

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

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

Bases: object

add_channel_access(channelId, organizationId)

Add access to a channel for an organization.

Parameters

  • channel (str) – Name of channel to add access for.

  • organizationId (str) – Organization ID. Defaults to current if not specified.

Returns

Access status.

Return type

str

add_organization_member(email, role, organizationId=None)

Add a user to an existing organization.

Parameters

  • email (str) – Email of user to add.

  • role (str) – Role for user.

  • organizationId (str) – Organization ID to add members too. Uses current if not specified.

  • workspaceId (str) – Workspace ID to add members to. Uses current if not specified.

Returns

Response status if user got added to workspace succesfully.

Return type

str

add_volume_access(volumeId, organizationId)

Add access to a volume for an organization.

Parameters

  • volumeId (str) – VolumeId to add access for.

  • organizationId (str) – Organization ID to add access

Returns

Status

Return type

str

add_workspace_guest(email, workspaceId=None)

Add a user to an existing organization. :param email: Email of user to add. :type email: str :param role: Role for user. :type role: str :param organizationId: Organization ID to add members too. Uses current if not specified. :type organizationId: str :param workspaceId: Workspace ID to add members to. Uses current if not specified. :type workspaceId: str

Returns

Response status if user got added to workspace succesfully.

Return type

str

check_logout()
create_analytics(datasetId, type, range=[], images=True, workspaceId=None)

Generate analytics for a dataset.

Parameters

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

  • type (str) – The type of dataset analytics to generate.

  • range ([int]) – The range of runs to generate analytics for.

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

Returns

The analyticsId for the analytics job.

Return type

str

create_annotation(datasetId, format, map, workspaceId=None)

Generates annotations for an existing dataset.

Parameters

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

  • format (str) – Annotation format. Call get_annotation_formats() to find supported formats.

  • map (str) – The map file used for annotations. Call get_annotation_maps() to find supported maps.

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

Returns

The annotationsId for the annotation job.

Return type

str

create_dataset(name, graphId, description, interpretations=1, priority=1, seed=1, workspaceId=None)

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

Parameters

  • name (str) – Name for dataset.

  • 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 current workspace will get used.

Returns

Success or failure message about dataset creation.

Return type

str

create_gan_dataset(modelId, datasetId, workspaceId=None)

Creates a new GAN dataset job.

Parameters

  • modelId (str) – Model ID to use for the GAN.

  • datasetId (str) – Dataset ID to input into the GAN.

  • workspaceId (str) – Workspace ID where the dataset exists.

Returns

The datsetId for the GAN Dataset job.

Return type

str

create_graph(name, channel, graph, description=None, workspaceId=None)

Generates a new graph based off provided parameters.

Parameters

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

  • channel (str) – Name of channel to generate the graph with.

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

  • description (str) – Description of graph. Optional.

  • 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_managed_channel(name, organizationId=None, dataVolumes=None, instanceType=None, timeout=None)

Create a managed channel for your organization.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • name (name) – Channel name.

  • dataVolumes (str) – Data volume

  • instanceType (str) – AWS Instance type

  • timeout (int) – Timeout

Returns

channel data

Return type

json

create_managed_volume(name, organizationId=None)

Creates a new volume with the specified name in the organization.

Parameters

  • name (str) – The name of the new volume. Note: this name needs to be unique per organization.

  • organizationId (str) – The ID of the organization that the managed volume will belong to.

Returns

volumeId

Return type

str

create_workspace(name, channels=[])

Create a new workspace with specific channels. :param name: New workspace name. :type name: str :param channels: List of channel names to add to workspace. :type channels: list

Returns

Workspace ID if creation was successful. Otherwise returns message.

Return type

str

delete_analytics(analyticsId, workspaceId=None)

Deletes a dataset analytics.

Parameters

  • analyticsId (str) – Analytics ID for the analytics to delete.

  • workspaceId (str) – Workspace ID where the analytics exist. If none is provided, the current workspace will get used.

Returns

If true, successfully deleted the analytics.

Return type

bool

delete_annotation(annotationId, workspaceId=None)

Delete a dataset annotation.

Parameters

  • annotationId (str) – AnnoationId of the annotation job.

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

Returns

If true, successfully deleted the annotation.

Return type

bool

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 current workspace will get used.

Returns

Success or failure message about dataset deletion.

Return type

str

delete_gan_dataset(datasetId, workspaceId=None)

Deletes a GAN dataset job.

Parameters

  • datasetId (str) – Dataset ID for the GAN dataset.

  • workspaceId (str) – Workspace ID where the dataset exists.

Returns

Returns true if the GAN dataset was successfully deleted.

Return type

bool

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 current workspace will get used.

Returns

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

Return type

str

delete_managed_volume(volumeId)

Removes the volumeId from the organization. Note that this will delete any remote data in the volume and channels that rely on this volume will need to be updated.

Parameters

  • organizationId (str) – The ID of the organization that the managed volume belongs to.

  • volumeId (str) – The ID of a specific Volume.

Returns

Status

Return type

str

delete_volume_data(volumeId, files=[])

Delete data from a volume.

Parameters

  • volumeId (str) – VolumeId to remove access to.

  • files (str) – The specific files to delete from the volume, if you wish to delete all then leave the list empty.

Returns

Status

Return type

str

delete_workspace(workspaceId=None, prompt=True)

Delete an existing workspace. :param workspaceId: Workspace ID for workspace to get deleted. Deletes current workspace if not specified. :type workspaceId: str :param prompt: Set to True if avoiding prompts for deleting workspace. :type prompt: bool

Returns

Success or failure message if workspace was sucessfully removed.

Return type

str

deploy_channel(channel, alias=None)

Deploy 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

download_annotation(datasetId, annotationId, workspaceId=None)

Downloads annotations archive.

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 current workspace will get used.

Returns

The archive file that got downloaded.

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

download_volume_data(volumeId, files=[], localdir=None)

Download data from a volume.

Parameters

  • volumeId (str) – VolumeId to remove access to.

  • files (str) – The specific files to retrieve from the volume, if you wish to retrieve all then leave the list empty.

  • localdir (str) – The location of the local directory to download the files to. If not specified, this will download the files to the current directory.

Returns

Status

Return type

str

edit_dataset(datasetId, description=None, name=None, workspaceId=None)

Update dataset description.

Parameters

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

  • description (str) – New description.

  • name (str) – New name for dataset.

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

Returns

Success or failure message about dataset update.

Return type

str

edit_graph(graphId, description=None, name=None, workspaceId=None)

Update graph description and name.

Parameters

  • graphId (str) – Graph id to update.

  • description (str) – New description to update.

  • name (str) – New name to update.

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

Returns

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

Return type

str

edit_managed_channel(name, volumes, instanceType, timeout)

Edit a managed channel for your organization.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • name (name) – Channel name.

  • volumes ([str]) – Data volumes

  • instanceType (str) – AWS instance type

  • timeout (int) – Timeout for the channel

Returns

If true, the channel was successfully edited.

Return type

bool

edit_managed_volume(volumeId, name)

Edits the name of a volume.

Parameters

  • volumeId (str) – The volumeId that will be updated.

  • name (str) – The new name of the new volume. Note: this name needs to be unique per organization.

Returns

Status

Return type

str

edit_organization(name, organizationId=None)

Update the organization name. Uses current organization if no organizationId provided.

Parameters

  • name (str) – Name to update organization to.

  • organizationId (str) – Organization Id to update.

Returns

True if organization was edited successfully, False otherwise.

Return type

bool

edit_organization_member(email, role, organizationId=None)

Edit a member’s role.

Parameters

  • email (str) – Member email to edit.

  • role (str) – Role to assign.

  • organizationId (str) – Organization ID to remove member from. Edits member in current organization if not specified.

Returns

Response if member got edited succesfully.

Return type

str

edit_workspace(name, workspaceId=None, channels=None)

Edit workspace information. Provided channels list will result in the workspace having those channels. If channels is not provided, then no change will occur. :param name: New name to replace old one. :type name: str :param workspaceId: Workspace ID for workspace to update. :type workspaceId: str :param channels: Names of channels to add to workspace. :type channels: list

Returns

Success or failure message if workspace description was sucessfully updated.

Return type

str

get_analytics(datasetId, analyticsId, workspaceId=None)

Retrieve information about analytics jobs for a dataset or analyticsId.

Parameters

  • datasetId (str) – Dataset ID to retrieve analytics for.

  • analyticsId (str) – Analytics ID to retrieve analytics for.

  • workspaceId (str) – Workspace ID where the analytics exist. If none is provided, the current workspace will get used.

Returns

Analytics information.

Return type

json

get_analytics_types()

Retrieve the analytics types available on the platform.

Returns

The analytics types available on the platform.

Return type

str

get_annotation_formats()

Retrieves the annotation formats supported by the platform.

Returns

The annotation formats supported by the platform.

Return type

str

get_annotation_maps(channelId)

Retrieves the map files that are supported by the channel.

Parameters

channelId (str) – Channel ID to retrieve maps for.

Returns

The annotation maps supported by the channel.

Return type

str

get_annotations(datasetId, annotationId, workspaceId=None)

Retrieve information about existing annotations generated for a dataset.

Parameters

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

  • annotationId (str) – Annotation ID for a specific annotations job.

  • workspaceId (str) – Workspace ID where the annotations exist. If none is provided, the current workspace will get used.

Returns

Annotation information.

Return type

json

get_channels(organizationId=None, workspaceId=None, channelId=None)

Shows all channels available to the user. Can filter by organizationId, workspaceId, or channelId.

Parameters

  • organizationId (str) – Filter channel list on what’s available to the organization.

  • workspaceId (str) – Filter channel list on what’s available to the workspace.

  • channelId (str) – Filter channel list on the specific channelId.

Returns

List of all possible channel names.

Return type

list

get_datasets(datasetId=None, name=None, email=None, workspaceId=None)

Queries the workspace datasets based off provided parameters. Checks on datasetId, name, 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

  • datasetId (str) – Dataset ID to filter.

  • name (str) – Dataset name.

  • email (str) – Owner of the dataset.

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

Returns

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

Return type

str

get_default_graph(channel)

Gets the default graph for a channel.

Parameters

channel – Name of channel to get the default graph for.

Returns

json data representing the graph.

Return type

json

get_gan_dataset(datasetId, workspaceId=None)

Retrieve information about GAN dataset jobs.

Parameters

  • datasetId (str) – Dataset ID to retrieve information for.

  • workspaceId (str) – Workspace ID where the dataset exists.

Returns

Information about the GAN Dataset.

Return type

json

get_gan_models(modelId=None)

Retrieve information about GAN models that exist on the platform.

Parameters

modelId (str) – Model ID to retrieve information for.

Returns

GAN Model information.

Return type

json

get_graphs(graphId=None, name=None, email=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.

  • email (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_managed_channels(channelId=None, organizationId=None)

Get managed channels by organization.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • channel (name) – Channel name to filter.

Returns

channel data

Return type

json

get_managed_volumes(organizationId=None, volumeId=None)

Retrieves the managed volumes for an organization.

Parameters

  • organizationId (str) – The ID of the organization that the managed volume belongs to.

  • volumeId (str) – The ID of a specific Volume.

Returns

Volume Info

Return type

json

get_organization()

Get organization id of current organization.

Returns

Organization ID of current workspace.

Return type

str

get_organization_limits(organizationId=None, setting=None)

Get information about Organization limits and setting.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • setting (str) – Setting name.

Returns

Organization limit information.

Return type

json

get_organization_members(organizationId=None)

Get users of an organization optionally filtered on workspace.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • workspaceId (str) – Workspace Id. Optional.

Returns

json object with users of an organization

Return type

json

get_organization_usage(organizationId, year, month, workspaceId=None, member=None)

Get organization usage optionally filtered on workspace or a user.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • year (str) – Usage year to filter on.

  • month (str) – Usage month to filter on.

  • workspaceId (str) – Workspace Id. Optional.

  • member (str) – User email. Optional.

Returns

json object with organization usage by channels, instanceType, and time as integer.

Return type

json

get_organizations()

Shows the organizations the user belongs to and the user’s role in that organization.

Returns

List of members emails that belong to a workspace.

Return type

list

get_volume_data(volumeId, files=[])

Retrieves information about data from a volume.

Parameters

  • volumeId (str) – VolumeId to remove access to.

  • files (str) – The specific files to retrieve information about from the volume, if you wish to retrieve all then leave the list empty.

Returns

Status

Return type

str

get_volumes(organizationId=None, volumeId=None)

Retrieves the managed volumes for an organization.

Parameters

  • organizationId (str) – The ID of the organization that the managed volume belongs to.

  • volumeId (str) – The ID of a specific Volume.

Returns

Volume Info

Return type

json

get_workspace()

Get workspace id of current workspace. :returns: Workspace ID of current workspace. :rtype: str

get_workspace_guests(workspaceId=None)

Get users of an organization optionally filtered on workspace. :param organizationId: Organization ID. Defaults to current if not specified. :type organizationId: str :param workspaceId: Workspace Id. Optional. :type workspaceId: str

Returns

json object with users of an organization

Return type

json

get_workspace_limits(setting=None, workspaceId=None)

Get information about Organization limits and setting. :param workspaceId: Workspace ID. Defaults to current if not specified. :type workspaceId: str :param setting: Setting name. :type setting: str

Returns

Workspace limit information.

Return type

json

get_workspaces(organizationId=None, workspaceId=None)

Shows list of workspaces with id, name, and owner data. :returns: Workspace data for all workspaces for a user. :rtype: dict

login(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()

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

refresh_token()
remove_channel_access(channelId, organizationId)

Remove access to a channel for an organization.

Parameters

  • channel (str) – Name of channel to remove access to.

  • organizationId (str) – Organization ID. Defaults to current if not specified.

Returns

Access status.

Return type

str

remove_organization_member(email, organizationId=None)

Remove a member from an existing workspace.

Parameters

  • email (str) – Member email to remove.

  • organizationId (str) – Organization ID to remove member from. Removes from current organization if not specified.

  • workspaceId (str) – Workspace ID to remove member from. Removes from current workspace if not specified.

Returns

Response status if member got removed from organization or workspace succesfully.

Return type

str

remove_volume_access(volumeId, organizationId)

Remove access to a volume for an organization.

Parameters

  • volumeId (str) – VolumeId to remove access to.

  • organizationId (str) – Organization ID to remove access.

Returns

Status

Return type

str

remove_workspace_guest(email, workspaceId=None)

Remove a member from an existing workspace. :param email: Member email to remove. :type email: str :param organizationId: Organization ID to remove member from. Removes from current organization if not specified. :type organizationId: str :param workspaceId: Workspace ID to remove member from. Removes from current workspace if not specified. :type workspaceId: str

Returns

Response status if member got removed from organization or workspace succesfully.

Return type

str

set_default_graph(channel, workspaceId, graphId)

Sets the default graph for a channel. User must be in the organization that manages the channel.

Parameters

  • channel (str) – The name of the channel to update the default graph.

  • workspaceId (str) – The ID of the Workspace that the graph is in.

  • graphId (str) – The ID of the graph that you want to be the default for the channel.

Returns

Status

Return type

str

set_organization(organizationId, workspaceId=None)

Set the organization (and workspace) to the one you wish to work in.

Parameters

  • organizationId (str) – Organization ID for the organization you wish to work in.

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

set_organization_limit(setting, limit, organizationId=None)

Set Organization limits for a setting.

Parameters

  • organizationId (str) – Organization ID. Defaults to current if not specified.

  • setting (str) – Setting name.

  • limit (int) – Limit to set at.

Returns

Organization limit information.

Return type

json

set_workspace(workspaceId)

Set the workspace to the one you wish to work in. :param workspaceid: Workspace ID for the workspace you wish to work in. :type workspaceid: str

set_workspace_limit(setting, limit, workspaceId=None)

Set a limit for a workspace. :param workspaceId: Workspace ID. Defaults to current if not specified. :type workspaceId: str :param setting: Setting name. :type setting: str :param limit: Limit to set at. :type limit: Int

Returns

Workspace limit information.

Return type

json

upload_volume_data(volumeId, files=[], localdir=None)

Upload data to a volume.

Parameters

  • volumeId (str) – VolumeId to remove access to.

  • files (str) – The specific files to push to the volume, if you wish to push all then leave the list empty.

  • localdir (str) – The location of the local directory to upload the files from. If not specified, this will try to upload the files from the current directory.

Returns

Status

Return type

str