Python Sahara client

Python Sahara client

Overview

Sahara Client provides a list of Python interfaces to communicate with the Sahara REST API. Sahara Client enables users to perform most of the existing operations like retrieving template lists, creating Clusters, submitting EDP Jobs, etc.

Instantiating a Client

To start using the Sahara Client users have to create an instance of the Client class. The client constructor has a list of parameters to authenticate and locate Sahara endpoint.

class saharaclient.api.client.Client(session=None, sahara_url=None, endpoint_type='publicURL', service_type='data-processing', region_name=None, **kwargs)[source]
Important!

It is not a mandatory rule to provide all of the parameters above. The minimum number should be enough to determine Sahara endpoint, check user authentication and tenant to operate in.

Authentication check

Passing authentication parameters to Sahara Client is deprecated. Keystone Session object should be used for this purpose. For example:

from keystoneauth1.identity import v2
from keystoneauth1 import session
from saharaclient import client

auth = v2.Password(auth_url=AUTH_URL,
                   username=USERNAME,
                   password=PASSWORD,
                   tenant_name=PROJECT_ID)

ses = session.Session(auth=auth)

sahara = client.Client('1.1', session=ses)

For more information about Keystone Sessions, see Using Sessions.

Sahara endpoint discovery

If user has a direct URL pointing to Sahara REST API, it may be specified as sahara_url. If this parameter is missing, Sahara client will use Keystone Service Catalog to find the endpoint. There are two parameters: service_type and endpoint_type to configure endpoint search. Both parameters have default values.

from keystoneauth1.identity import v2
from keystoneauth1 import session
from saharaclient import client

auth = v2.Password(auth_url=AUTH_URL,
                   username=USERNAME,
                   password=PASSWORD,
                   tenant_name=PROJECT_ID)

ses = session.Session(auth=auth)

sahara = client.Client('1.1', session=ses,
                       service_type="non-default-service-type",
                       endpoint_type="internalURL")

Object managers

Sahara Client has a list of fields to operate with:

  • plugins

  • clusters

  • cluster_templates

  • node_group_templates

  • images

  • data_sources

  • job_binaries

  • job_binary_internals

  • job_executions

  • job_types

Each of this fields is a reference to a Manager for a corresponding group of REST calls.

Supported operations

Plugin ops

class saharaclient.api.plugins.PluginManagerV1(api)[source]
convert_to_cluster_template(plugin_name, hadoop_version, template_name, filecontent)[source]

Convert to cluster template

Create Cluster Template directly, avoiding Cluster Template mechanism.

get(plugin_name)

Get information about a Plugin.

get_version_details(plugin_name, hadoop_version)

Get version details

Get the list of Services and Service Parameters for a specified Plugin and Plugin Version.

list(search_opts=None)

Get a list of Plugins.

update(plugin_name, values)

Update plugin and then return updated result to user

Image Registry ops

class saharaclient.api.images.ImageManagerV1(api)[source]
get(id)

Get information about an image

list(search_opts=None)

Get a list of registered images.

unregister_image(image_id)

Remove an Image from Sahara Image Registry.

update_image(image_id, user_name, desc=None)

Create or update an Image in Image Registry.

update_tags(image_id, new_tags)[source]

Update an Image tags.

Parameters

new_tags – list of tags that will replace currently assigned tags

Node Group Template ops

class saharaclient.api.node_group_templates.NodeGroupTemplateManagerV1(api)[source]
create(name, plugin_name, hadoop_version, flavor_id, description=None, volumes_per_node=None, volumes_size=None, node_processes=None, node_configs=None, floating_ip_pool=None, security_groups=None, auto_security_group=None, availability_zone=None, volumes_availability_zone=None, volume_type=None, image_id=None, is_proxy_gateway=None, volume_local_to_instance=None, use_autoconfig=None, shares=None, is_public=None, is_protected=None, volume_mount_prefix=None)[source]

Create a Node Group Template.

delete(ng_template_id)[source]

Delete a Node Group Template.

export(ng_template_id)[source]

Export a Node Group Template.

get(ng_template_id)[source]

Get information about a Node Group Template.

list(search_opts=None, marker=None, limit=None, sort_by=None, reverse=None)[source]

Get a list of Node Group Templates.

update(ng_template_id, name=NotUpdated, plugin_name=NotUpdated, hadoop_version=NotUpdated, flavor_id=NotUpdated, description=NotUpdated, volumes_per_node=NotUpdated, volumes_size=NotUpdated, node_processes=NotUpdated, node_configs=NotUpdated, floating_ip_pool=NotUpdated, security_groups=NotUpdated, auto_security_group=NotUpdated, availability_zone=NotUpdated, volumes_availability_zone=NotUpdated, volume_type=NotUpdated, image_id=NotUpdated, is_proxy_gateway=NotUpdated, volume_local_to_instance=NotUpdated, use_autoconfig=NotUpdated, shares=NotUpdated, is_public=NotUpdated, is_protected=NotUpdated, volume_mount_prefix=NotUpdated)[source]

Update a Node Group Template.

Cluster Template ops

class saharaclient.api.cluster_templates.ClusterTemplateManagerV1(api)[source]
create(name, plugin_name, hadoop_version, description=None, cluster_configs=None, node_groups=None, anti_affinity=None, net_id=None, default_image_id=None, use_autoconfig=None, shares=None, is_public=None, is_protected=None, domain_name=None)[source]

Create a Cluster Template.

delete(cluster_template_id)[source]

Delete a Cluster Template.

export(cluster_template_id)[source]

Export a Cluster Template.

get(cluster_template_id)[source]

Get information about a Cluster Template.

list(search_opts=None, marker=None, limit=None, sort_by=None, reverse=None)[source]

Get list of Cluster Templates.

update(cluster_template_id, name=NotUpdated, plugin_name=NotUpdated, hadoop_version=NotUpdated, description=NotUpdated, cluster_configs=NotUpdated, node_groups=NotUpdated, anti_affinity=NotUpdated, net_id=NotUpdated, default_image_id=NotUpdated, use_autoconfig=NotUpdated, shares=NotUpdated, is_public=NotUpdated, is_protected=NotUpdated, domain_name=NotUpdated)[source]

Update a Cluster Template.

Cluster ops

class saharaclient.api.clusters.ClusterManagerV1(api)[source]
create(name, plugin_name, hadoop_version, cluster_template_id=None, default_image_id=None, is_transient=None, description=None, cluster_configs=None, node_groups=None, user_keypair_id=None, anti_affinity=None, net_id=None, count=None, use_autoconfig=None, shares=None, is_public=None, is_protected=None)[source]

Launch a Cluster.

delete(cluster_id)[source]

Delete a Cluster.

get(cluster_id, show_progress=False)[source]

Get information about a Cluster.

list(search_opts=None, limit=None, marker=None, sort_by=None, reverse=None)[source]

Get a list of Clusters.

scale(cluster_id, scale_object)[source]

Scale an existing Cluster.

Parameters

scale_object – dict that describes scaling operation

Example

The following scale_object can be used to change the number of instances in the node group and add instances of new node group to existing cluster:

{
    "add_node_groups": [
        {
            "count": 3,
            "name": "new_ng",
            "node_group_template_id": "ngt_id"
        }
    ],
    "resize_node_groups": [
        {
            "count": 2,
            "name": "old_ng"
        }
    ]
}
update(cluster_id, name=NotUpdated, description=NotUpdated, is_public=NotUpdated, is_protected=NotUpdated, shares=NotUpdated)[source]

Update a Cluster.

verification_update(cluster_id, status)[source]

Start a verification for a Cluster.

Data Source ops

class saharaclient.api.data_sources.DataSourceManagerV1(api)[source]
create(name, description, data_source_type, url, credential_user=None, credential_pass=None, is_public=None, is_protected=None, s3_credentials=None)[source]

Create a Data Source.

delete(data_source_id)[source]

Delete a Data Source.

get(data_source_id)[source]

Get information about a Data Source.

list(search_opts=None, limit=None, marker=None, sort_by=None, reverse=None)[source]

Get a list of Data Sources.

update(data_source_id, update_data)[source]

Update a Data Source.

Parameters

update_data (dict) – dict that contains fields that should be updated with new values.

Fields that can be updated:

  • name

  • description

  • type

  • url

  • is_public

  • is_protected

  • credentials - dict with the keys user and password for data source in Swift, or with the keys accesskey, secretkey, endpoint, ssl, and bucket_in_path for data source in S3

Job Binary Internal ops

class saharaclient.api.job_binary_internals.JobBinaryInternalsManager(api)[source]
create(name, data)[source]

Create a Job Binary Internal.

Parameters

data (str) – raw data of script text

update(job_binary_id, name=NotUpdated, is_public=NotUpdated, is_protected=NotUpdated)[source]

Update a Job Binary Internal.

Job Binary ops

class saharaclient.api.job_binaries.JobBinariesManagerV1(api)[source]
create(name, url, description=None, extra=None, is_public=None, is_protected=None)[source]

Create a Job Binary.

Parameters

extra (dict) – authentication info needed for some job binaries, containing the keys user and password for job binary in Swift or the keys accesskey, secretkey, and endpoint for job binary in S3

delete(job_binary_id)[source]

Delete a Job Binary.

get(job_binary_id)[source]

Get information about a Job Binary.

get_file(job_binary_id)[source]

Download a Job Binary.

list(search_opts=None, limit=None, marker=None, sort_by=None, reverse=None)[source]

Get a list of Job Binaries.

update(job_binary_id, data)[source]

Update Job Binary.

Parameters

data (dict) – dict that contains fields that should be updated with new values.

Fields that can be updated:

  • name

  • description

  • url

  • is_public

  • is_protected

  • extra - dict with the keys user and password for job binary in Swift, or with the keys accesskey, secretkey, and endpoint for job binary in S3

Job ops

class saharaclient.api.jobs.JobsManagerV1(api)[source]
create(name, type, mains=None, libs=None, description=None, interface=None, is_public=None, is_protected=None)[source]

Create a Job.

delete(job_id)[source]

Delete a Job

get(job_id)[source]

Get information about a Job

get_configs(job_type)[source]

Get config hints for a specified Job type.

list(search_opts=None, limit=None, marker=None, sort_by=None, reverse=None)[source]

Get a list of Jobs.

update(job_id, name=NotUpdated, description=NotUpdated, is_public=NotUpdated, is_protected=NotUpdated)[source]

Update a Job.

Job Execution ops

class saharaclient.api.job_executions.JobExecutionsManager(api)[source]
create(job_id, cluster_id, input_id=None, output_id=None, configs=None, interface=None, is_public=None, is_protected=None)[source]

Launch a Job.

delete(obj_id)[source]

Delete a Job Execution.

get(obj_id)[source]

Get information about a Job Execution.

list(search_opts=None, marker=None, limit=None, sort_by=None, reverse=None)[source]

Get a list of Job Executions.

update(obj_id, is_public=NotUpdated, is_protected=NotUpdated)[source]

Update a Job Execution.

Job Types ops

class saharaclient.api.job_types.JobTypesManager(api)[source]
list(search_opts=None)[source]

Get a list of job types supported by plugins.

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