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Development","sub_category":"Data Catalogs and Interfaces","monthly_downloads":6571,"total_dependent_repos":1,"total_dependent_packages":0,"readme":"\u003cdiv\n align='center'\n\u003e\n\n\u003cpicture\u003e\n \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/blaylockbk/SynopticPy/refs/heads/56-rewrite-using-polars/docs/_static/SynopticPy_white.svg\"\u003e\n \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://raw.githubusercontent.com/blaylockbk/SynopticPy/refs/heads/56-rewrite-using-polars/docs/_static/SynopticPy_blue.svg\"\u003e\n \u003cimg alt=\"Shows a black logo in light color mode and a white one in dark color mode.\" src=\"https://raw.githubusercontent.com/blaylockbk/SynopticPy/refs/heads/56-rewrite-using-polars/docs/_static/SynopticPy_blue.svg\" width=300\u003e\n\u003c/picture\u003e\n\n## Synoptic API for Python\n\n\u003c!-- Badges --\u003e\n\n[![PyPI](https://img.shields.io/pypi/v/SynopticPy)](https://pypi.python.org/pypi/SynopticPy/)\n[![Conda Version](https://img.shields.io/conda/vn/conda-forge/synopticpy.svg)](https://anaconda.org/conda-forge/synopticpy)\n[![DOI](https://zenodo.org/badge/288617886.svg)](https://zenodo.org/badge/latestdoi/288617886)\n\n![License](https://img.shields.io/github/license/blaylockbk/SynopticPy)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n[![Tests (Python)](https://github.com/blaylockbk/SynopticPy/actions/workflows/tests-python.yml/badge.svg)](https://github.com/blaylockbk/SynopticPy/actions/workflows/tests-python.yml)\n[![Documentation Status](https://readthedocs.org/projects/synopticpy/badge/?version=latest)](https://synopticpy.readthedocs.io/?badge=latest)\n[![Python](https://img.shields.io/pypi/pyversions/SynopticPy.svg)](https://pypi.org/project/SynopticPy/)\n[![Conda Recipe](https://img.shields.io/badge/recipe-synopticpy-green.svg)](https://anaconda.org/conda-forge/synopticpy)\n[![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/synopticpy.svg)](https://anaconda.org/conda-forge/synopticpy)\n\n\u003c!-- (Badges) --\u003e\n\n## 📘 [Documentation](https://synopticpy.readthedocs.io/) | [💬 Discussions](https://github.com/blaylockbk/SynopticPy/discussions) | [🚑 Issues](https://github.com/blaylockbk/SynopticPy/issues)\n\n\u003c/div\u003e\n\n[Synoptic's Weather API](https://synopticdata.com/weatherapi/) provides real-time and historical surface-based weather and environmental observations for thousands of mesonet stations, and the [open-access data](https://synopticdata.com/pricing/open-access-pricing/) is _free_. More data and enhanced services may be purchased (from Synoptic, not me).\n\nI'm a Synoptic user. I wrote this package to conveniently request data from Synoptic in a Pythonic way and convert its returned JSON to a **[Polars DataFrame](https://docs.pola.rs/user-guide/getting-started/)**.\n\n```python\nfrom datetime import timedelta\nfrom synoptic import TimeSeries\n\ndf = TimeSeries(\n stid=\"wbb\",\n recent=timedelta(minutes=30)\n).df()\n```\n\n![alt text](docs/_static/json_to_polars.png)\n\nI'm sharing this package to improve my skills with Polars and gain more experience in building and maintaining open-source Python packages. If you came across this package, I hope you find it valuable.\n\n**Best of Luck 🍀** \n-Brian\n\n# 🐍 Install\n\n```bash\npip install SynopticPy\n```\n\n```bash\nconda install -c conda-forge synopticpy\n```\n\n## Configure Token\n\n\u003e [!IMPORTANT]\n\u003e\n\u003e ## 🎟️ To use SynopticPy you need a [Synoptic API token](https://customer.synopticdata.com/).\n\nThere are three ways you can configure your Synoptic API token:\n\n1. Set an environment variable `SYNOPTIC_TOKEN` with your token. For example, in bash:\n ```bash\n export SYNOPTIC_TOKEN=\"yourTokenHere123456789\"\n ```\n1. Create a file `~/.config/SynopticPy/config.toml` with the following\n ```toml\n token = \"yourTokenHere123456789\"\n ```\n1. Pass your token whenever you use one of SynopticPy's classes.\n ```python\n TimeSeries(\n stid=\"wbb\",\n recent=30,\n token=\"yourTokenHere123456789\"\n )\n ```\n\n# How to Cite and Acknowledge\n\nIf SynopticPy played an important role in your work, please [tell me about it](https://github.com/blaylockbk/SynopticPY/discussions/categories/show-and-tell)! Also, consider including a citation or acknowledgement in your article or product.\n\n**_Suggested Citation_**\n\n\u003e Blaylock, B. K. (YEAR). SynopticPy: Synoptic API for Python (Version 20??.?.?) [Computer software]. https://github.com/blaylockbk/SynopticPy\n\n**_Suggested Acknowledgment_**\n\n\u003e A portion of this work used code generously provided by Brian Blaylock's SynopticPy Python package (https://github.com/blaylockbk/SynopticPy)\n\n\u003cbr\u003e\n\u003chr\u003e\n\n\u003e [!TIP]\n\u003e\n\u003e ### 📈 See also my [SynopticPy Web App](https://blaylockbk.github.io/SynopticPy) which lets you plot station data in your browser powered by [pyscript](https://pyscript.net/)!\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["big-data-program","cfgrib","ecmwf-data","gfs","grib","grib2","hrrr","noaa-data","nomads","numerical-weather-prediction"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/46176","html_url":"https://ost.ecosyste.ms/projects/46176"}