Code Monkey home page Code Monkey logo

Comments (5)

jbusecke avatar jbusecke commented on July 22, 2024

Thanks for using xMIP @AbbySh. Do you have a code snippet that I can use to produce this error? That will make it much easier to look into this.

from xmip.

AbbySh avatar AbbySh commented on July 22, 2024
from xmip.utils import google_cmip_col
from xmip.preprocessing import combined_preprocessing
from xmip.postprocessing import concat_experiments, merge_variables

cat = col.search(
    variable_id=['tos', 'sos', 'chl', 'mlotst', 'spco2', 'dpco2'],
    table_id='Omon', # monthly ocean output only
    experiment_id=['historical','ssp245'],
    require_all_on=['source_id', 'member_id', 'grid_label'] # this ensures that results will have all variables and experiments available
)

ddict = cat.to_dataset_dict(
    preprocess=combined_preprocessing,
    xarray_open_kwargs=dict(use_cftime=True),
    aggregate=False
)

ds = merge_variables(ddict)
ds = concat_experiments(ds)

This should reproduce it, let me know!

from xmip.

jbusecke avatar jbusecke commented on July 22, 2024

Taking a look now.

from xmip.

jbusecke avatar jbusecke commented on July 22, 2024

I was just able to run this without error on the LEAP-Pange hub ('pangeo/pangeo-notebook:2023.08.29'):

from xmip.utils import google_cmip_col
from xmip.preprocessing import combined_preprocessing
from xmip.postprocessing import concat_experiments, merge_variables

col = google_cmip_col()

cat = col.search(
    variable_id=['tos', 'sos', 'chl', 'mlotst', 'spco2', 'dpco2'],
    table_id='Omon', # monthly ocean output only
    experiment_id=['historical','ssp245'],
    require_all_on=['source_id', 'member_id', 'grid_label'] # this ensures that results will have all variables and experiments available
)

ddict = cat.to_dataset_dict(
    preprocess=combined_preprocessing,
    xarray_open_kwargs=dict(use_cftime=True),
    aggregate=False
)

ds = merge_variables(ddict)
ds = concat_experiments(ds)

The only change is the col = google_cmip_col() line. Is it possible that you had some broken collection object still in memory?

from xmip.

jbusecke avatar jbusecke commented on July 22, 2024

The resulting datasets look like the time was concatenated properly:
image

from xmip.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.