Skip to content

v0.13.0

Latest
Latest

Choose a tag to compare

View all tags
@NickGeneva NickGeneva released this 23 Mar 16:55
0.13.0
c2d99b6
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Earth2Studio general release 0.13.0

🚨 Breaking Changes 🚨

  • Renamed tolerance parameter in ISD data source to time_tolerance
  • Changed GraphCastOperational and GraphCastSmall latitude input / output to be [90,-90]
  • Removed device from cbottle SR load_model API

📕 Changelog

🌎 Added

  • Added NOAA UFS observation dataframe sources for satellite and conventional data
  • Added Earth2Studio base schema for dataframe sources
  • Added Planetary Computer data source for ECMWF IFS analysis data
  • Added accumulated variable support to NCAR ERA5 data source
  • Added routine to tile tensors to higher-dimensional tensors
  • Added routine to concatenate tensors along specified coordinate dimension
  • Added Planetary Computer data source for GOES cloud and moisture imagery
  • Added ability to have seperate data and model cache locations via env variables
  • Added random dataframe source
  • Added base reflectivity to MRMS data source
  • Added fetch_dataframe utility function
  • Added data assimilation model class
  • Added equirectangular interpolation data assimilation model
  • Added StormCast SDA model
  • Added beta serve utils with inference server and client implementations
  • Added HealPix data assimilation (HealDA) model
  • Added energy_score metric for multivariate ensemble forecast verification

⚙️ Changed

  • Changed available date for ARCO data source to be dynamically updated
  • Changed ISD data frame return to master schema
  • handshake_coords is now accepting list of dimensions while remaining backwards-compatible
  • Updated CBottle infill to mixture of model checkpoints
  • Updated GraphCastOperational and GraphCastSmall latitude input / output to be [90,-90]
  • Updated GraphCast models to support multiple time inputs, multiple times will be looped not batched
  • Renamed tolerance parameter in ISD data source to time_tolerance

❌ Removed

  • Removed device from cbottle SR load_model API

🔨 Fixed

  • Fixed timezone bug in CBottleVideo that converted UTC time to local system time
  • Bug in cbottle datasource resulting identical samples for multiple samples
  • Bug in StormCast loading out-of-date model package, introduced in 5518edecbabee371c824b34f0f2ec269a4d6094f
  • Bug in spherical perturbations which did not use lmax from the SHT transform

📦 Dependencies

  • Added pyarrow explicitly to core dependencies
  • Updated CBottle repo to NVlabs location
  • Updated Makani dependency hash to later version with pyproject toml fix
  • Updated ACE2 dependency hash with setuptools fix
  • Updated models using PhysicsNeMo to compliance with nvidia-physicsnemo>=2.0

Special thank you to our external contributors:

Assets 4
Loading