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[skip-ci] Add alignment benchmarks
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dcherian committed Apr 7, 2023
1 parent 4448828 commit c627c9c
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Showing 2 changed files with 47 additions and 1 deletion.
3 changes: 2 additions & 1 deletion asv_bench/asv.conf.json
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Expand Up @@ -68,7 +68,8 @@
"distributed": [""],
"flox": [""],
"numpy_groupies": [""],
"sparse": [""]
"sparse": [""],
"cftime": [""]
},


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45 changes: 45 additions & 0 deletions asv_bench/benchmarks/alignment.py
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import numpy as np

import xarray as xr

from . import parameterized, requires_dask

ntime = 365 * 30
nx = 50
ny = 50


class Align:
def setup(self, *args, **kwargs):
data = np.random.RandomState(0).randn(ntime, nx, ny)
self.ds = xr.Dataset(
{"temperature": (("time", "x", "y"), data)},
coords={
"time": xr.date_range("2000", periods=ntime),
"x": np.arange(nx),
"y": np.arange(ny),
},
)
self.year = self.ds.time.dt.year

@parameterized(["join"], [("outer", "inner", "left", "right", "exact", "override")])
def time_already_aligned(self, join):
xr.align(self.ds, self.year, join=join)

@parameterized(["join"], [("outer", "inner", "left", "right")])
def time_not_aligned(self, join):
xr.align(self.ds, self.year[-100:], join=join)


class AlignCFTime(Align):
def setup(self, *args, **kwargs):
super().setup()
self.ds["time"] = xr.date_range("2000", periods=ntime, calendar="noleap")
self.year = self.ds.time.dt.year


class AlignDask(Align):
def setup(self, *args, **kwargs):
requires_dask()
super().setup()
self.ds = self.ds.chunk({"time": 100})

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