Date Time MST |
Temp °F |
RH % |
DewPt °F |
Wind mph |
Dir ° |
Gust mph |
Dir ° |
Press in Hg |
Solar W/m^2 |
Prec in |
---|---|---|---|---|---|---|---|---|---|---|
2021-04-20 22:40 | 30.0 | 68.8 | 21.0 | 3.9 | 340 | 5.2 | 357 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:35 | 30.2 | 63.8 | 19.4 | 4.8 | 358 | 6.2 | 354 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:30 | 30.4 | 62.3 | 19.0 | 5.4 | 352 | 7.0 | 1 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:25 | 30.4 | 59.6 | 18.0 | 6.5 | 18 | 8.1 | 12 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:20 | 30.5 | 61.9 | 19.0 | 5.7 | 1 | 7.7 | 14 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:15 | 30.5 | 61.4 | 18.8 | 4.7 | 7 | 5.6 | 30 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:10 | 30.4 | 61.2 | 18.7 | 4.9 | 16 | 6.0 | 15 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:05 | 30.4 | 61.1 | 18.6 | 4.8 | 21 | 5.8 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 22:00 | 30.3 | 64.5 | 19.8 | 4.6 | 11 | 5.7 | 13 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:55 | 30.5 | 62.4 | 19.2 | 3.2 | 15 | 4.6 | 13 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:50 | 30.4 | 59.4 | 18.0 | 3.0 | 35 | 4.3 | 34 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:45 | 30.1 | 60.5 | 18.1 | 2.3 | 51 | 3.2 | 53 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:40 | 30.0 | 64.4 | 19.4 | 2.1 | 23 | 2.8 | 23 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:35 | 30.0 | 63.3 | 19.1 | 2.7 | 17 | 3.2 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:30 | 30.5 | 65.7 | 20.4 | 2.7 | 17 | 3.4 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:25 | 30.7 | 60.4 | 18.7 | 1.9 | 17 | 2.4 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:20 | 30.8 | 55.9 | 16.9 | 1.1 | 17 | 2.0 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:15 | 30.7 | 56.1 | 16.9 | 1.4 | 350 | 2.6 | 349 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:10 | 30.7 | 52.5 | 15.4 | 0.3 | 17 | 0.7 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:05 | 30.8 | 57.1 | 17.4 | 0.9 | 17 | 1.4 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 21:00 | 30.8 | 56.1 | 17.0 | 1.7 | 17 | 2.1 | 17 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:55 | 30.7 | 53.9 | 16.0 | 1.8 | 29 | 2.8 | 18 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:50 | 30.7 | 58.4 | 17.9 | 1.4 | 28 | 2.9 | 21 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:45 | 30.8 | 62.4 | 19.5 | 1.9 | 13 | 2.7 | 355 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:40 | 30.9 | 58.5 | 18.1 | 2.3 | 4 | 3.2 | 356 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:35 | 31.0 | 57.8 | 17.8 | 3.0 | 356 | 3.7 | 354 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:30 | 31.1 | 56.4 | 17.4 | 2.5 | 355 | 3.4 | 0 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:25 | 31.1 | 56.1 | 17.3 | 3.2 | 5 | 4.1 | 12 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:20 | 31.1 | 53.8 | 16.3 | 4.5 | 11 | 5.5 | 10 | 0.000 | 0.0 | 0.00 |
2021-04-20 20:15 | 31.1 | 55.3 | 16.9 | 5.0 | 5 | 5.6 | 349 | 0.000 | 0.0 | 0.00 |
Posted by: Heather Cronk - January 13, 2021 Back to CIRA Wiki Home
Conda is a package management system that comes with Anaconda and Miniconda distributions of Python that can be used to install, run, update, and remove various Python packages and their dependencies. There are a number of conda “channels” with official and community-contributed Python packages that are accessible using conda. The sections below describe commonly used conda commands.
conda install [package-name]
. Example: conda install netcdf4
Many packages do not exist on the default conda channel, but are available from other sources. If you try a basic conda install
and see PackagesNotFoundError
, try googling “conda install [package-you-are-interested-in]”. More often than not, you’ll see it available from a different channel, which can be added to your conda install
command using a -c
flag. Example: conda install -c conda-forge pyhdf
. Note: In general, it’s better to stick with as few channels as possible for compatibility, so choose wisely if there are several options.
Often, there are many versions of packages available. By default, conda will usually grab the most recent, which may or may not be what you want. If you need to specify a version, add it to the end of the package name like so: conda install -c conda-forge pyhdf=0.9.0
Occasionally, you will care about both the version and the build of your package (e.g. if you need the Python 2.7 one for compatibility with old code). The build ID can be added behind the version ID in your package definition. Example: conda install -c conda-forge pyhdf=0.9.0=py27_2
Conda installations can take awhile, and sometimes you’d prefer to do all the ones you need at once. Multiple packages can be combined into one command, separated by spaces. Example: conda install -c conda-forge numpy scipy matplotlib basemap basemap-data-hires cartopy netcdf4 pandas pygrib pyhdf toml ipython xarray
Frequently, projects will keep a list of their required packages and the version of python they need in a .yml file. Typically this file is named environment.yml. Conda allows you to use a command to create an environment using one of these .yml files. Example: conda env create -f environment.yml
It’s usually a good idea to maintain an environment.yml file for your project to keep track of your dependencies and to make it easy to move your environment across systems. The format of the file is very simple: simply provide a name for your environment, optionally provide any community channels if you are using them, and then list your needed packages and the version of python you’re using. Example:
name: stats dependencies: - numpy - pandas
More Complex Example:
name: stats2 channels: - javascript dependencies: - python=3.6 - bokeh=0.9.2 - numpy=1.9.* - nodejs=0.10.* - flask - pip: - Flask-Testing
As a project matures, it is likely that you will need to add or remove libraries to your environment. Conda allow you to keep a pre-existing environment in-sync with changes you’ve made to your environment.yml file. Example: conda env update --file environment.yml --prune
https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html