issues: 634869703
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id | node_id | number | title | user | state | locked | assignee | milestone | comments | created_at | updated_at | closed_at | author_association | active_lock_reason | draft | pull_request | body | reactions | performed_via_github_app | state_reason | repo | type |
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634869703 | MDU6SXNzdWU2MzQ4Njk3MDM= | 4131 | Why am I able to load data from a closed dataset? | 29104956 | closed | 0 | 10 | 2020-06-08T19:14:46Z | 2022-04-05T18:35:06Z | 2022-04-05T18:35:06Z | NONE | I don't understand why I am able to open and close a dataset, but then proceed to read data from said dataset. I can open a 4 GB dataset and promptly close is, and then still access the data within, which appears to still be loading lazily. Does querying a closed dataset automatically reopen it? MCVE Code Sample```python import numpy as np import xarray as xr ds = xr.Dataset({"foo": (("x",), np.random.rand(4,))}, coords={"x": [10, 20, 30, 40]})
ds.to_netcdf("tmp_example.nc")
Expected OutputBecause netCDF data sets are loaded lazily, I would imagine that, having not been touched when opened, that closing the data set would render it inaccessible VersionsOutput of <tt>xr.show_versions()</tt>INSTALLED VERSIONS ------------------ commit: None python: 3.7.3 (default, Mar 27 2019, 22:11:17) [GCC 7.3.0] python-bits: 64 OS: Linux OS-release: 4.4.0-166-generic machine: x86_64 processor: x86_64 byteorder: little LC_ALL: None LANG: en_US.UTF-8 LOCALE: en_US.UTF-8 libhdf5: 1.10.2 libnetcdf: 4.6.1 xarray: 0.15.0 pandas: 1.0.3 numpy: 1.16.3 scipy: 1.4.1 netCDF4: 1.4.1 pydap: None h5netcdf: None h5py: 2.8.0 Nio: None zarr: None cftime: 1.1.3 nc_time_axis: None PseudoNetCDF: None rasterio: None cfgrib: None iris: None bottleneck: None dask: 2.14.0 distributed: None matplotlib: 3.0.3 cartopy: None seaborn: None numbagg: None setuptools: 46.1.3.post20200330 pip: 20.0.2 conda: None pytest: 5.4.1 IPython: 7.5.0 sphinx: 2.4.4 |
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completed | 13221727 | issue |