{"repo":"elastic/eland","free":true,"listed":false,"github":"https://github.com/elastic/eland","clone":"git clone https://github.com/elastic/eland.git","description":"Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch","language":"Python","stars":694,"topics":["python","elasticsearch","pandas","data-analysis","machine-learning","time-series-forecasting","etl","big-data","dataframe","eland"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"About Eland is a Python Elasticsearch client for exploring and analyzing data in Elasticsearch with a familiar Pandas-compatible API. Where possible the package uses existing Python APIs and data structures to make it easy to switch between numpy, pandas, or scikit-learn to their Elasticsearch powered equivalents. In general, the data resides in Elasticsearch and not in memory, which allows Eland to access large datasets stored in Elasticsearch. Eland also provides tools to upload trained machine learning models from common libraries like scikit-learn, XGBoost, and LightGBM into Elasticsearch. Getting Started Eland can be installed from PyPI with Pip: If using Eland to upload NLP models to Elasticsearch install the PyTorch extras: Eland can also be installed from Conda Forge with Conda: Compatibility - Supports Python 3.10, 3.11, 3.12 and 3.13. - Supports Pandas 1.5 and 2. - Supports Elasticsearch 9+ clusters. If you are using the NLP with PyTorch feature make sure your Eland minor version matches the minor version of your Elasticsearch cluster. For all other features it is sufficient for the major version to match. Use Eland 8.x for Elasticsearch 8.x support. - You need to install the appropriate version of PyTorch to import an NLP model. Run python -m pip install 'eland[pytorch]' to install that version. Prerequisites Users installing Eland on Debian-based distributions may need to install prerequisite packages for the transitive dependencies of Eland: Note that other distr","default_branch":null,"files":null,"tree":[],"storefront":"/r/elastic","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/elastic/eland/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}