Skip to main content

A high-level API for querying Kusto.

Project description

Lifecycle:Experimental

kusto-tool

A high-level Python library and CLI to make it easier to use Azure Data Explorer (aka Kusto), especially for data scientists.

Experimental, work-in-progress, unstable API.

Documentation

TODO

Database API

Table management

  • .set-or-append table
  • .set-or-replace table
  • .drop table
  • .append table
  • .create table
  • .create-merge table

Function management

  • .create-or-alter function
  • .drop function

Query limit settings

  • set notruncation etc.

Policy management

  • retention policy
  • sharding policy

Access management

  • .show [table|database] principals
  • .add [table|database] [users|admins]

Query expression API

  • project
  • where
  • distinct
  • summarize
  • join
  • parenthesize or/and expressions
  • extend
  • order by, sort
  • asc, desc
  • evaluate
  • take, limit
  • mv-expand
  • Inspect columns from table by querying
  • sample
  • sample-distinct
  • mv-apply
  • datatable
  • facet
  • find
  • fork
  • getschema
  • invoke
  • lookup
  • parse
  • partition
  • pivot
  • range
  • search
  • serialize
  • top, top-hitters
  • Kusto prefix function translator class
  • special types (datetime, timespan, dynamic)
  • nice error messages when column not found in table etc.

Agg functions

  • sumif
  • countif
  • dcountif
  • binary_all_and
  • binary_all_or
  • binary_all_xor
  • make_bag / make_set / make_list
  • arg_max, arg_min, take_any, take_anyif
  • avgif
  • hll, hll_merge
  • max, maxif, min, minif
  • percentiles, percentiles_array, percentilesw
  • stdev, stdevif
  • tdigest, tdigest_merge
  • variance, variancep, varianceif

Other functions and operators

  • [start|end]of[day|week|month|year]
  • between
  • typecasting: real(), long(), datetime() etc.
  • math functions: log, sin, cos etc.
  • string functions: strlen etc.
  • null
  • date functions: getyear, getmonth etc.
  • case / iff
  • hash
  • welch_test
  • array_ functions

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

kusto-tool-0.4.2.tar.gz (24.5 kB view hashes)

Uploaded Source

Built Distribution

kusto_tool-0.4.2-py2.py3-none-any.whl (13.9 kB view hashes)

Uploaded Python 2 Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page