databrickslabs/tempo databrickslabs/tempo

  • Stars
    star
    306
  • Rank 136,456 (Top 3 %)
  • Language
    Jupyter Notebook
  • License
    Other
  • Created over 4 years ago
  • Updated about 2 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
databrickslabs/tempo
github

databrickslabs

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

tempo - Time Series Utilities for Data Teams Using Databricks

Project Description

Welcome to Tempo: timeseries manipulation for Spark. This project builds upon the capabilities of PySpark to provide a suite of abstractions and functions that make operations on timeseries data easier and highly scalable.

NOTE that the Scala version of Tempo is now deprecated and no longer in development.

image codecov Downloads PyPI version docs

Tempo Project Documentation

More Repositories

1

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
Python
10,811
star
2

pyspark-ai

English SDK for Apache Spark
Python
739
star
3

dbx

🧱 Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.
Python
440
star
4

dbldatagen

Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines
Python
313
star
5

mosaic

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.
Jupyter Notebook
270
star
6

overwatch

Capture deep metrics on one or all assets within a Databricks workspace
Scala
226
star
7

ucx

Automated migrations to Unity Catalog
Python
220
star
8

cicd-templates

Manage your Databricks deployments and CI with code.
Python
202
star
9

automl-toolkit

Toolkit for Apache Spark ML for Feature clean-up, feature Importance calculation suite, Information Gain selection, Distributed SMOTE, Model selection and training, Hyper parameter optimization and selection, Model interprability.
HTML
191
star
10

migrate

Old scripts for one-off ST-to-E2 migrations. Use "terraform exporter" linked in the readme.
Python
186
star
11

dlt-meta

Metadata driven Databricks Delta Live Tables framework for bronze/silver pipelines
Python
147
star
12

dataframe-rules-engine

Extensible Rules Engine for custom Dataframe / Dataset validation
Scala
134
star
13

discoverx

A Swiss-Army-knife for your Data Intelligence platform administration.
Python
105
star
14

geoscan

Geospatial clustering at massive scale
Scala
94
star
15

jupyterlab-integration

DEPRECATED: Integrating Jupyter with Databricks via SSH
HTML
71
star
16

smolder

HL7 Apache Spark Datasource
Scala
61
star
17

feature-factory

Accelerator to rapidly deploy customized features for your business
Python
55
star
18

databricks-sync

An experimental tool to synchronize source Databricks deployment with a target Databricks deployment.
Python
46
star
19

doc-qa

Python
45
star
20

transpiler

SIEM-to-Spark Transpiler
Scala
42
star
21

brickster

R Toolkit for Databricks
R
40
star
22

delta-oms

DeltaOMS is a solution that help build a centralized repository of Delta Transaction logs and associated operational metrics/statistics for your Delta Lakehouse. Unity Catalog supported in the v0.7.0-rc1 release.Documentation here - https://databrickslabs.github.io/delta-oms/v0.7.0-rc1/
Scala
38
star
23

pytester

Python Testing for Databricks
Python
35
star
24

remorph

Cross-compiler and Data Reconciler into Databricks Lakehouse
Scala
33
star
25

splunk-integration

Databricks Add-on for Splunk
Python
26
star
26

dbignite

Python
24
star
27

arcuate

Delta Sharing + MLflow for ML model & experiment exchange (arcuate delta - a fan shaped river delta)
Python
22
star
28

databricks-sdk-r

Databricks SDK for R (Experimental)
R
19
star
29

tika-ocr

Rich Text Format
17
star
30

sandbox

Experimental or low-maturity things
Go
16
star
31

blueprint

Baseline for Databricks Labs projects written in Python
Python
16
star
32

delta-sharing-java-connector

A Java connector for delta.io/sharing/ that allows you to easily ingest data on any JVM.
Java
13
star
33

partner-connect-api

Scala
12
star
34

pylint-plugin

Databricks Plugin for PyLint
Python
10
star
35

lsql

Lightweight SQL execution wrapper only on top of Databricks SDK
Python
9
star
36

waterbear

Automated provisioning of an industry Lakehouse with enterprise data model
Python
8
star