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  • open_mfdataset - different behavior with dask.distributed.LocalCluster · 1 ✖

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id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
573192307 https://github.com/pydata/xarray/issues/3684#issuecomment-573192307 https://api.github.com/repos/pydata/xarray/issues/3684 MDEyOklzc3VlQ29tbWVudDU3MzE5MjMwNw== ghost 10137 2020-01-10T20:25:53Z 2020-01-10T21:03:28Z NONE

Each individual dataset opens successfully.

```python

rslt = xr.open_dataset('D:\dasktest\data_dir\EM2040\converted\test\test4.nc') rslt <xarray.Dataset> Dimensions: (beams: 250, sectors: 3, time: 1000) Coordinates: * time (time) int32 4000 4001 4002 4003 4004 ... 4996 4997 4998 4999 * sectors (sectors) object '40107_0_260000' ... '40107_2_290000' * beams (beams) int32 0 1 2 3 4 5 6 7 ... 243 244 245 246 247 248 249 Data variables: soundspeed (time, sectors, beams) float64 ... rslt.soundspeed.compute() <xarray.DataArray 'soundspeed' (time: 1000, sectors: 3, beams: 250)> array([[[ 1.44506928e+00, -1.51871078e+00, -3.23406027e+00, ..., -3.23209458e+00, 1.51651459e+00, 6.42639524e-01], [ 4.50549891e-01, -1.65891239e-01, 5.03328065e-01, ..., 2.90603391e-02, -2.03399058e+00, 1.07384206e+00], [ 1.10102985e+00, -1.04792461e-01, 5.01006754e-01, ..., -6.85958163e-01, -6.03574819e-01, 3.82282291e-01]],

   [[ 1.84926818e-01,  9.15722054e-02, -1.21527347e+00, ...,
     -5.01625941e-01, -1.81885721e+00,  5.06066650e-01],
    [ 1.15374575e+00, -7.46658574e-01, -6.06853717e-01, ...,
     -1.91083642e+00,  1.82612868e-01, -1.75664446e+00],
    [ 5.15672540e-01, -6.77122781e-01, -1.52097291e+00, ...,
      1.20734955e+00, -4.89001010e-02,  1.62015033e+00]],

   [[ 1.21801104e-01, -4.34477805e-01, -1.34871232e+00, ...,
     -1.24627225e+00,  5.74698640e-01,  1.14271464e+00],
    [ 4.67490848e-01,  1.16150690e+00, -9.00648837e-01, ...,
     -1.48880232e+00, -1.41956820e-02, -8.61839051e-01],
    [-1.04143082e-01, -3.48620768e-01,  2.55312206e-01, ...,
      4.37058964e-01,  4.46445888e-01, -4.10217694e-01]],

   ...,

   [[ 1.61535162e+00,  1.74216005e-01, -3.09371662e+00, ...,
      1.26629794e+00, -9.18653539e-01, -2.37142082e+00],
    [-4.38608161e-02,  1.32472408e+00,  3.92494217e-01, ...,
     -1.03977601e+00, -1.87358228e+00,  1.71303085e+00],
    [ 1.40801908e-01, -4.85799815e-01, -4.28494910e-01, ...,
      5.88979031e-01, -3.16616983e-01, -4.03942439e-01]],

   [[-1.25221965e+00,  1.40617329e+00,  3.81911399e+00, ...,
     -1.41840680e+00, -8.81194686e-01,  2.24217335e+00],
    [-1.04704250e+00,  6.58982192e-01,  4.30801840e-01, ...,
      1.36966939e+00,  1.51575602e+00, -6.29969352e-01],
    [ 2.11058905e-01,  1.05525622e+00, -1.29686045e-01, ...,
     -1.33221475e+00,  1.74849717e-01,  2.15998814e+00]],

   [[-7.33979313e-02,  2.61711631e-01,  1.02465836e+00, ...,
      3.64389987e-01, -1.20189741e+00,  3.39280076e-01],
    [-4.03723405e-01, -2.21631345e+00, -9.94534629e-01, ...,
     -5.07692651e-01, -1.81561305e+00, -1.23491815e+00],
    [-6.36790749e-01, -8.00208607e-02,  5.46987721e-01, ...,
     -2.25807078e-03,  1.59638267e-01, -1.29816760e+00]]])

Coordinates: * time (time) int32 4000 4001 4002 4003 4004 ... 4995 4996 4997 4998 4999 * sectors (sectors) object '40107_0_260000' '40107_1_320000' '40107_2_290000' * beams (beams) int32 0 1 2 3 4 5 6 7 8 ... 242 243 244 245 246 247 248 249

cl <Client: 'tcp://127.0.0.1:59016' processes=4 threads=16, memory=34.27 GB> ```

 
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   open_mfdataset - different behavior with dask.distributed.LocalCluster 548263148

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