prevailing-winds
aws-data-wrangler
| prevailing-winds | aws-data-wrangler | |
|---|---|---|
| 7 | 1 | |
| 7 | 3,559 | |
| - | - | |
| 6.6 | 10.0 | |
| 3 months ago | 9 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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prevailing-winds
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Hawaii to WA
You can look here for weather averages for the past few years: https://www.prevailing-winds.de/
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Just updated my windroses app with new data
Hi, I'm a bit late but I just updated my weather app with data from 2021 (https://www.prevailing-winds.de/). It's an app windroses, precipitation, sea state of the past 5 years. Feel free to use it (no ads or anything)
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Show: I made an interactive pilot chart for planning sailing holidays. It shows winds, sea state, water temperature, and more. (No ads)
It's a dataset from https://cds.climate.copernicus.eu/. A reanalysis with all kinds of parameters on an hourly resolution back to 19-something. If you are interested in how I prepared it, it's all on github: https://github.com/mRcSchwering/prevailing-winds/tree/main/prep
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Show: Interactive map with historic winds
Is that 1/10 of Azimut bearings? I don't want to clutter the UI but I'm thinking about it: https://github.com/mRcSchwering/prevailing-winds/issues/6
aws-data-wrangler
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Interacting with Amazon S3 using AWS Data Wrangler (awswrangler) SDK for Pandas: A Comprehensive Guide
AWS Data Wrangler GitHub Repository: https://github.com/awslabs/aws-data-wrangler
What are some alternatives?
gdal2tiles-leaflet - Generate raster image tiles for use with leaflet.
boto3 - AWS SDK for Python
python-lambda - A toolkit for developing and deploying serverless Python code in AWS Lambda.
Trapheus - This tool automates restoration of RDS database instances from snapshots into any dev, staging or production environments. It supports individual RDS Snapshot as well as cluster snapshot restore operations.
django-leaflet-admin-list - The Django Leaflet Admin List package provides an admin list view featured by the map and bounding box filter for the geo-based data of the GeoDjango.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
BentoML - The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
ray_snowflake - Ray Data Connector for Snowflake
Zappa - Serverless Python
demo-code - Bits of code I use during live demos
AWS Data Wrangler - pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
aws-simple-websocket - Using AWS's API Gateway + Lambda to run a simple websocket application. For learning/testing.