A TileDB backend for xarray.

Overview

TileDB logo

TileDB-xarray

This library provides a backend engine to xarray using the TileDB Storage Engine.

Example usage:

import xarray as xr
dataset = xr.open_dataset(
    "tiledb_array_uri",
    backend_kwargs={"key": key, "timestamp": timestamp},
    engine="tiledb"
    )

Quick Links

Quick Install

TileDB-xarray requires the current xarray development branch. To install TileDB-xarray, clone this repo and run the following command from inside the cloned repo:

pip install .

To enable Dask with xarray run with the 'parallel' extras:

pip install '.[parallel]'
Owner
TileDB, Inc.
TileDB, Inc.
Seismic Waveform Inversion Toolbox-1.0

Seismic Waveform Inversion Toolbox (SWIT-1.0)

Haipeng Li 98 Dec 29, 2022
Draw datasets from within Jupyter.

drawdata This small python app allows you to draw a dataset in a jupyter notebook. This should be very useful when teaching machine learning algorithm

vincent d warmerdam 505 Nov 27, 2022
Python package for hypergraph analysis and visualization.

The HyperNetX library provides classes and methods for the analysis and visualization of complex network data. HyperNetX uses data structures designed to represent set systems containing nested data

Pacific Northwest National Laboratory 304 Dec 27, 2022
This is a small repository for me to implement my simply Data Visualisation skills through Python.

Data Visualisations This is a small repository for me to implement my simply Data Visualisation skills through Python. Steam Population Chart from 10/

9 Dec 31, 2021
Dipto Chakrabarty 7 Sep 06, 2022
Bar Chart of the number of Senators from each party who are up for election in the next three General Elections

Congress-Analysis Bar Chart of the number of Senators from each party who are up for election in the next three General Elections This bar chart shows

11 Oct 26, 2021
Visualize your pandas data with one-line code

PandasEcharts 简介 基于pandas和pyecharts的可视化工具 安装 pip 安装 $ pip install pandasecharts 源码安装 $ git clone https://github.com/gamersover/pandasecharts $ cd pand

陈华杰 2 Apr 13, 2022
Epagneul is a tool to visualize and investigate windows event logs

epagneul Epagneul is a tool to visualize and investigate windows event logs. Dep

jurelou 190 Dec 13, 2022
Data Visualizer Web-Application

Viz-It Data Visualizer Web-Application If I ask you where most of the data wrangler looses their time ? It is Data Overview and EDA. Presenting "Viz-I

Sagnik Roy 17 Nov 20, 2022
These data visualizations were created as homework for my CS40 class. I hope you enjoy!

Data Visualizations These data visualizations were created as homework for my CS40 class. I hope you enjoy! Nobel Laureates by their Country of Birth

9 Sep 02, 2022
Mapomatic - Automatic mapping of compiled circuits to low-noise sub-graphs

mapomatic Automatic mapping of compiled circuits to low-noise sub-graphs Overvie

Qiskit Partners 27 Nov 06, 2022
The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualizing NFT data from OpenSea, using PostgreSQL and TimescaleDB.

Timescale NFT Starter Kit The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualiz

Timescale 102 Dec 24, 2022
A tool for creating SVG timelines from simple JSON input.

A tool for creating SVG timelines from simple JSON input.

Jason Reisman 432 Dec 30, 2022
Process dataframe in a easily way.

Popanda Written by Shengxuan Wang at OSU. Used for processing dataframe, especially for machine learning. The name is from "Po" in the movie Kung Fu P

ShawnWang 1 Dec 24, 2021
Python Data Validation for Humans™.

validators Python data validation for Humans. Python has all kinds of data validation tools, but every one of them seems to require defining a schema

Konsta Vesterinen 670 Jan 09, 2023
Python implementation of the Density Line Chart by Moritz & Fisher.

PyDLC - Density Line Charts with Python Python implementation of the Density Line Chart (Moritz & Fisher, 2018) to visualize large collections of time

Charles L. Bérubé 10 Jan 06, 2023
NumPy and Pandas interface to Big Data

Blaze translates a subset of modified NumPy and Pandas-like syntax to databases and other computing systems. Blaze allows Python users a familiar inte

Blaze 3.1k Jan 01, 2023
Python Package for CanvasXpress JS Visualization Tools

CanvasXpress Python Library About CanvasXpress for Python CanvasXpress was developed as the core visualization component for bioinformatics and system

Dr. Todd C. Brett 5 Nov 07, 2022
✅ Today I Learn

Today I Learn EDA numpy_100ex numpy_0~10 airline_satisfaction_prediction BERT_naver_movie_classification NLP_prepare NLP_Tweet_Emotion_Recognition tex

Yeonghoo_Ahn 3 Dec 15, 2022
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Glumpy 1.1k Jan 05, 2023