Python Sahara client

updated: 2019-03-14 18:33

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(username=None, api_key=None, project_id=None, project_name=None, auth_url=None, sahara_url=None, endpoint_type='publicURL', service_type='data-processing', input_auth_token=None, session=None, auth=None, insecure=False, cacert=None, region_name=None, **kwargs)[source]¶

Client for the OpenStack Data Processing v1 API.

Parameters:

Parameters:	username (str) – Username for Keystone authentication. api_key (str) – Password for Keystone authentication. project_id (str) – Keystone Tenant id. project_name (str) – Keystone Tenant name. auth_url (str) – Keystone URL that will be used for authentication. sahara_url (str) – Sahara REST API URL to communicate with. endpoint_type (str) – Desired Sahara endpoint type. service_type (str) – Sahara service name in Keystone catalog. input_auth_token (str) – Keystone authorization token. session – Keystone Session object. auth – Keystone Authentication Plugin object. insecure (boolean) – Allow insecure. cacert (string) – Path to the Privacy Enhanced Mail (PEM) file which contains certificates needed to establish SSL connection with the identity service. region_name (string) – Name of a region to select when choosing an endpoint from the service catalog.

username (str) – Username for Keystone authentication.
api_key (str) – Password for Keystone authentication.
project_id (str) – Keystone Tenant id.
project_name (str) – Keystone Tenant name.
auth_url (str) – Keystone URL that will be used for authentication.
sahara_url (str) – Sahara REST API URL to communicate with.
endpoint_type (str) – Desired Sahara endpoint type.
service_type (str) – Sahara service name in Keystone catalog.
input_auth_token (str) – Keystone authorization token.
session – Keystone Session object.
auth – Keystone Authentication Plugin object.
insecure (boolean) – Allow insecure.
cacert (string) – Path to the Privacy Enhanced Mail (PEM) file which contains certificates needed to establish SSL connection with the identity service.
region_name (string) – Name of a region to select when choosing an endpoint from the service catalog.

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.PluginManager(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)[source]¶: Get information about a Plugin.

get_version_details(plugin_name, hadoop_version)[source]¶

Get version details

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

list(search_opts=None)[source]¶: Get a list of Plugins.

update(plugin_name, values)[source]¶: Update plugin and then return updated result to user

Image Registry ops¶

class saharaclient.api.images.ImageManager(api)[source]¶

get(id)[source]¶: Get information about an image

list(search_opts=None)[source]¶: Get a list of registered images.

unregister_image(image_id)[source]¶: Remove an Image from Sahara Image Registry.

update_image(image_id, user_name, desc=None)[source]¶: 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.NodeGroupTemplateManager(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.

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.ClusterTemplateManager(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.

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.ClusterManager(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.DataSourceManager(api)[source]¶

create(name, description, data_source_type, url, credential_user=None, credential_pass=None, is_public=None, is_protected=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 user and password keyword arguments

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.JobBinariesManager(api)[source]¶

create(name, url, description=None, extra=None, is_public=None, is_protected=None)[source]¶: Create a Job Binary.

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 user and password keyword arguments

Job ops¶

class saharaclient.api.jobs.JobsManager(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.

updated: 2019-03-14 18:33

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