rockset

Release 0.7.18b20200724

The python client for the Rockset API.

Homepage PyPI Python

License
Apache-2.0
Install
pip install rockset==0.7.18b20200724

Documentation

rockset

(These are the docs for Rockset's v1 Python client. Looking for the v0 docs?)

Rockset's Python SDK allows for creating and managing resources in Rockset. Each supported endpoint is documented below.

This Python package is automatically generated by the OpenAPI Generator project.

Requirements.

Python >=3.6

Installation & Usage

pip install

pip install rockset

Then import the package:

import rockset

Getting Started

Please follow the installation procedure and then run the following:

import rockset

# Defining the host is optional and defaults to *https://api.use1a1.rockset.com*
rs = rockset.RocksetClient(host=rockset.Regions.use1a1, api_key="APIKEY")
try:
    rs.APIKeys.create(name="api-key-name", role="member")
except rockset.ApiException as e:
    print("Exception when calling ApiKey->create_api_key: %s\n" % e)

Note: If you receive SSL Errors while using the client, this could be caused by your python installation. One possible fix is running the following commands:

CERT_PATH=$(python3 -m certifi)
export SSL_CERT_FILE=${CERT_PATH}
export REQUESTS_CA_BUNDLE=${CERT_PATH}

As a last resort, you can configure the client to avoid certificate verification. Note that you will receive warnings from urllib3 when requests are made.

from rockset import RocksetClient, Regions, Configuration

config = Configuration(api_key=KEY)
config.verify_ssl = False

rs = RocksetClient(host=Regions.rs2, config=config)

Optional Models

When making requests, certain parameters will oftentimes be instances of classes (eg. rockset.models.QueryRequestSql). Since importing and instantiating these objects can be verbose, you always have the option of passing in a dictionary instead of a model.

Queries

Queries can be made be either calling the regular client query method or by using the convenience method (rs.sql). The convenience method currently does not support all the options of the regular call. If you need these more advanced features, you should use the regular call.

from rockset import RocksetClient

rs = RocksetClient(api_key=APIKEY)
try:
    res = rs.Queries.query(
        async_options={
            "client_timeout_ms": 1,
            "max_initial_results": 1,
            "timeout_ms": 1,
        },
        sql={
            "query": "SELECT * FROM foo where _id = :_id",
        },
    )
except rockset.ApiException as e:
    print("Exception when querying: %s\n" % e)
import rockset

rs = rockset.RocksetClient(host=rockset.Regions.use1a1, api_key="APIKEY")
try:
    res = rs.sql(query="SELECT * FROM _events WHERE kind=:event_type LIMIT 100", params={"event_type", "INGEST"})
except rockset.ApiException as e:
    print("Exception when querying: %s\n" % e)

Pagination

Query pagination can be achieved by using the normal API call (rs.Queries.get_query_results()) or by using the QueryPaginator class as an iterator. The QueryPaginator should be initialized by passing in a client object and a QueryResponse object. The QueryResponse object could be the result of any call that returns this object (query, get_query, execute_query_lambda, execute_query_lambda_by_tag). You will then be able to use the QueryPaginator object like you would any other iterator.

import rockset

rs = rockset.RocksetClient(host=rockset.Regions.use1a1, api_key="APIKEY")
for page in rockset.QueryPaginator(
    rs,
    rs.Queries.query(
        sql=rockset.models.QueryRequestSql(
            query="SELECT * FROM _events LIMIT 500",
            paginate=True,
            initial_paginate_response_doc_count=100,
        )
    ),
):
    print(page)

Migration Guide

Migration to the new client should generally be a simple process. The most important thing to note is that the query builder has been deprecated and is not included in this client.

Most of the other differences between this client and the older version are small:

  • The main client class is called 'RocksetClient' rather than 'Client'
  • The parameter which is used to specify the apiserver location is 'host' rather than 'api_server'
  • Some of the endpoints and their parameters have been renamed (see documentation for each endpoint)

Documentation for API Endpoints

Class Method HTTP request Description
APIKeys create POST /v1/orgs/self/users/self/apikeys Create API Key
APIKeys delete DELETE /v1/orgs/self/users/{user}/apikeys/{name} Delete API Key
APIKeys get GET /v1/orgs/self/users/{user}/apikeys/{name} Retrieve API Key
APIKeys list GET /v1/orgs/self/users/{user}/apikeys List API Keys
APIKeys update POST /v1/orgs/self/users/{user}/apikeys/{name} Update API Key State
Aliases create POST /v1/orgs/self/ws/{workspace}/aliases Create Alias
Aliases delete DELETE /v1/orgs/self/ws/{workspace}/aliases/{alias} Delete Alias
Aliases get GET /v1/orgs/self/ws/{workspace}/aliases/{alias} Retrieve Alias
Aliases list GET /v1/orgs/self/aliases List Aliases
Aliases update POST /v1/orgs/self/ws/{workspace}/aliases/{alias} Update Alias
Aliases workspace_aliases GET /v1/orgs/self/ws/{workspace}/aliases List Aliases in Workspace
Collections create_azure_blob_storage_collection POST /v1/orgs/self/ws/{workspace}/collections Create azure blob storage collection
Collections create_azure_event_hubs_collection POST /v1/orgs/self/ws/{workspace}/collections Create azure event hubs collection
Collections create_dynamodb_collection POST /v1/orgs/self/ws/{workspace}/collections Create dynamodb collection
Collections create_gcs_collection POST /v1/orgs/self/ws/{workspace}/collections Create gcs collection
Collections create_kafka_collection POST /v1/orgs/self/ws/{workspace}/collections Create kafka collection
Collections create_kinesis_collection POST /v1/orgs/self/ws/{workspace}/collections Create kinesis collection
Collections create_mongodb_collection POST /v1/orgs/self/ws/{workspace}/collections Create mongodb collection
Collections create_s3_collection POST /v1/orgs/self/ws/{workspace}/collections Create s3 collection
Collections create_snowflake_collection POST /v1/orgs/self/ws/{workspace}/collections Create snowflake collection
Collections delete DELETE /v1/orgs/self/ws/{workspace}/collections/{collection} Delete Collection
Collections get GET /v1/orgs/self/ws/{workspace}/collections/{collection} Retrieve Collection
Collections get_collection_offsets POST /v1/orgs/self/ws/{workspace}/collections/{collection}/offsets/commit Get Collection Commit
Collections list GET /v1/orgs/self/collections List Collections
Collections update PUT /v1/orgs/self/ws/{workspace}/collections/{collection} Update Collection
Collections workspace_collections GET /v1/orgs/self/ws/{workspace}/collections List Collections in Workspace
CustomRoles create POST /v1/orgs/self/roles Create a Role
CustomRoles delete DELETE /v1/orgs/self/roles/{roleName} Delete a Role
CustomRoles get GET /v1/orgs/self/roles/{roleName} Retrieve role
CustomRoles list GET /v1/orgs/self/roles List Roles
CustomRoles update POST /v1/orgs/self/roles/{roleName} Update a Role
Documents add_documents POST /v1/orgs/self/ws/{workspace}/collections/{collection}/docs Add Documents
Documents delete_documents DELETE /v1/orgs/self/ws/{workspace}/collections/{collection}/docs Delete Documents
Documents patch_documents PATCH /v1/orgs/self/ws/{workspace}/collections/{collection}/docs Patch Documents
Integrations create_azure_blob_storage_integration POST /v1/orgs/self/integrations Create azure blob storage integration
Integrations create_azure_event_hubs_integration POST /v1/orgs/self/integrations Create azure event hubs integration
Integrations create_dynamodb_integration POST /v1/orgs/self/integrations Create dynamodb integration
Integrations create_gcs_integration POST /v1/orgs/self/integrations Create gcs integration
Integrations create_kafka_integration POST /v1/orgs/self/integrations Create kafka integration
Integrations create_kinesis_integration POST /v1/orgs/self/integrations Create kinesis integration
Integrations create_mongodb_integration POST /v1/orgs/self/integrations Create mongodb integration
Integrations create_s3_integration POST /v1/orgs/self/integrations Create s3 integration
Integrations create_snowflake_integration POST /v1/orgs/self/integrations Create snowflake integration
Integrations delete DELETE /v1/orgs/self/integrations/{integration} Delete Integration
Integrations get GET /v1/orgs/self/integrations/{integration} Retrieve Integration
Integrations list GET /v1/orgs/self/integrations List Integrations
Integrations update PUT /v1/orgs/self/integrations/{integration} Update Integration
Organizations get GET /v1/orgs/self Get Organization
Queries cancel_query DELETE /v1/orgs/self/queries/{queryId} Cancel Query
Queries get_query GET /v1/orgs/self/queries/{queryId} Retrieve Query
Queries get_query_results GET /v1/orgs/self/queries/{queryId}/pages Retrieve Query Results Page
Queries list_active_queries GET /v1/orgs/self/queries List Queries
Queries query POST /v1/orgs/self/queries Execute SQL Query
Queries validate POST /v1/orgs/self/queries/validations Validate Query
QueryLambdas create_query_lambda POST /v1/orgs/self/ws/{workspace}/lambdas Create Query Lambda
QueryLambdas create_query_lambda_tag POST /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/tags Create Query Lambda Tag
QueryLambdas delete_query_lambda DELETE /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda} Delete Query Lambda
QueryLambdas delete_query_lambda_tag DELETE /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/tags/{tag} Delete Query Lambda Tag Version
QueryLambdas delete_query_lambda_version DELETE /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/version/{version} Delete Query Lambda Version
QueryLambdas execute_query_lambda POST /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/versions/{version} Execute Query Lambda By Version
QueryLambdas execute_query_lambda_by_tag POST /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/tags/{tag} Execute Query Lambda By Tag
QueryLambdas get_query_lambda_tag_version GET /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/tags/{tag} Retrieve Query Lambda Tag
QueryLambdas get_query_lambda_version GET /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/versions/{version} Retrieve Query Lambda Version
QueryLambdas list_all_query_lambdas GET /v1/orgs/self/lambdas List Query Lambdas
QueryLambdas list_query_lambda_tags GET /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/tags List Query Lambda Tags
QueryLambdas list_query_lambda_versions GET /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/versions List Query Lambda Versions
QueryLambdas list_query_lambdas_in_workspace GET /v1/orgs/self/ws/{workspace}/lambdas List Query Lambdas in Workspace
QueryLambdas update_query_lambda POST /v1/orgs/self/ws/{workspace}/lambdas/{queryLambda}/versions Update Query Lambda
ScheduledLambdas create POST /v1/orgs/self/ws/{workspace}/scheduled_lambdas Create a Scheduled Lambda mapping
ScheduledLambdas delete DELETE /v1/orgs/self/ws/{workspace}/scheduled_lambdas/{scheduledLambdaId} Delete a Scheduled Lambda mapping
ScheduledLambdas update POST /v1/orgs/self/ws/{workspace}/scheduled_lambdas/{scheduledLambdaId} Update a Scheduled Lambda mapping
SharedLambdas execute_public_query_lambda_with_params POST /v1/public/shared_lambdas/{public_access_id} Execute a Public Query Lambda
Sources create_azure_blob_storage_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new azure blob storage source in a collection
Sources create_azure_event_hubs_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new azure event hubs source in a collection
Sources create_dynamodb_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new dynamodb source in a collection
Sources create_gcs_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new gcs source in a collection
Sources create_kafka_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new kafka source in a collection
Sources create_kinesis_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new kinesis source in a collection
Sources create_mongodb_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new mongodb source in a collection
Sources create_s3_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new s3 source in a collection
Sources create_snowflake_source POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources Create a new snowflake source in a collection
Sources delete DELETE /v1/orgs/self/ws/{workspace}/collections/{collection}/sources/{source} Delete Collection source
Sources get GET /v1/orgs/self/ws/{workspace}/collections/{collection}/sources/{source} Retrieve source
Sources list GET /v1/orgs/self/ws/{workspace}/collections/{collection}/sources List sources in collection
Sources resume POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources/{source}/resume Resume source ingest
Sources suspend POST /v1/orgs/self/ws/{workspace}/collections/{collection}/sources/{source}/suspend Suspend source ingest
Sources update PUT /v1/orgs/self/ws/{workspace}/collections/{collection}/sources/{source} Update a collection source
Users create POST /v1/orgs/self/users Create User
Users delete DELETE /v1/orgs/self/users/{user} Delete User
Users get GET /v1/orgs/self/users/{user} Retrieve User
Users get_current_user GET /v1/orgs/self/users/self Retrieve Current User
Users list GET /v1/orgs/self/users List Users
Users list_unsubscribe_preferences GET /v1/orgs/self/users/self/preferences Retrieve Notification Preferences
Users update POST /v1/orgs/self/users/{user} Update User
Users update_unsubscribe_preferences POST /v1/orgs/self/users/self/preferences Update Notification Preferences
Views create POST /v1/orgs/self/ws/{workspace}/views Create View
Views delete DELETE /v1/orgs/self/ws/{workspace}/views/{view} Delete View
Views get GET /v1/orgs/self/ws/{workspace}/views/{view} Retrieve View
Views list GET /v1/orgs/self/views List Views
Views update POST /v1/orgs/self/ws/{workspace}/views/{view} Update View
Views workspace_views GET /v1/orgs/self/ws/{workspace}/views List Views in Workspace
VirtualInstances create POST /v1/orgs/self/virtualinstances Create Virtual Instance
VirtualInstances delete DELETE /v1/orgs/self/virtualinstances/{virtualInstanceId} Delete Virtual Instance
VirtualInstances get GET /v1/orgs/self/virtualinstances/{virtualInstanceId} Retrieve Virtual Instance
VirtualInstances get_collection_mount GET /v1/orgs/self/virtualinstances/{virtualInstanceId}/mounts/{collectionPath} Get Collection Mount
VirtualInstances get_mount_offsets POST /v1/orgs/self/virtualinstances/{virtualInstanceId}/mounts/{collectionPath}/offsets/commit Get Collection Commit
VirtualInstances get_virtual_instance_queries GET /v1/orgs/self/virtualinstances/{virtualInstanceId}/queries List Queries
VirtualInstances list GET /v1/orgs/self/virtualinstances List Virtual Instances
VirtualInstances list_collection_mounts GET /v1/orgs/self/virtualinstances/{virtualInstanceId}/mounts List Collection Mounts
VirtualInstances mount_collection POST /v1/orgs/self/virtualinstances/{virtualInstanceId}/mounts Mount Collections
VirtualInstances query_virtual_instance POST /v1/orgs/self/virtualinstances/{virtualInstanceId}/queries Execute SQL Query on a specific Virtual Instance
VirtualInstances resume_virtual_instance POST /v1/orgs/self/virtualinstances/{virtualInstanceId}/resume Resume Virtual Instance
VirtualInstances suspend_virtual_instance POST /v1/orgs/self/virtualinstances/{virtualInstanceId}/suspend Suspend Virtual Instance
VirtualInstances unmount_collection DELETE /v1/orgs/self/virtualinstances/{virtualInstanceId}/mounts/{collectionPath} Unmount Collection
VirtualInstances update POST /v1/orgs/self/virtualinstances/{virtualInstanceId} Update Virtual Instance
Workspaces create POST /v1/orgs/self/ws Create Workspace
Workspaces delete DELETE /v1/orgs/self/ws/{workspace} Delete Workspace
Workspaces get GET /v1/orgs/self/ws/{workspace} Retrieve Workspace
Workspaces list GET /v1/orgs/self/ws List Workspaces

Documentation For Models

Documentation For Authorization

The RocksetClient object must be instantiated with an apikey. You can create your first apikey in the Rockset console. The provided apikey will be used for all requests that are made using the instance of the client.

Author

Rockset

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Julius Hochmuth kwadhwa18 Jeff Dunham Avi Shah dhruba borthakur sofia099 Kristie Lim Aarav Borthakur


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