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# -*- coding: utf-8 -*-
# Copyright 2007-2023 The HyperSpy developers
#
# This file is part of RosettaSciIO.
#
# RosettaSciIO is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# RosettaSciIO is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with RosettaSciIO. If not, see <https://www.gnu.org/licenses/#GPL>.
import hashlib
import logging
import os
import tempfile
from pathlib import Path
from unittest.mock import patch
import numpy as np
import pytest
from rsciio import IO_PLUGINS
hs = pytest.importorskip("hyperspy.api", reason="hyperspy not installed")
from hyperspy.axes import DataAxis # noqa: E402
TEST_DATA_PATH = Path(__file__).parent / "data"
FULLFILENAME = Path(__file__).parent / "test_io_overwriting.hspy"
class TestIOOverwriting:
def setup_method(self, method):
self.s = hs.signals.Signal1D(np.arange(10))
self.new_s = hs.signals.Signal1D(np.ones(5))
# make sure we start from a clean state
self._clean_file()
self.s.save(FULLFILENAME)
self.s_file_hashed = self._hash_file(FULLFILENAME)
def _hash_file(self, filename):
with open(filename, "rb") as file:
md5_hash = hashlib.md5(file.read())
file_hashed = md5_hash.hexdigest()
return file_hashed
def _clean_file(self):
if FULLFILENAME.exists():
FULLFILENAME.unlink()
def _check_file_is_written(self, filename):
# Check that we have a different hash, in case the file have different
# content from the original, the hash will be different.
return not self.s_file_hashed == self._hash_file(filename)
def test_io_overwriting_True(self):
# Overwrite is True, when file exists we overwrite
self.new_s.save(FULLFILENAME, overwrite=True)
assert self._check_file_is_written(FULLFILENAME)
def test_io_overwriting_False(self):
# Overwrite if False, file exists we don't overwrite
self.new_s.save(FULLFILENAME, overwrite=False)
assert not self._check_file_is_written(FULLFILENAME)
@pytest.mark.parametrize("overwrite", [None, True, False])
def test_io_overwriting_no_existing_file(self, overwrite):
self._clean_file() # remove the file
self.new_s.save(FULLFILENAME, overwrite=overwrite)
assert self._check_file_is_written(FULLFILENAME)
def test_io_overwriting_None_existing_file_y(self):
# Overwrite is None, when file exists we ask, mock `y` here
with patch("builtins.input", return_value="y"):
self.new_s.save(FULLFILENAME)
assert self._check_file_is_written(FULLFILENAME)
def test_io_overwriting_None_existing_file_n(self):
# Overwrite is None, when file exists we ask, mock `n` here
with patch("builtins.input", return_value="n"):
self.new_s.save(FULLFILENAME)
assert not self._check_file_is_written(FULLFILENAME)
def test_io_overwriting_invalid_parameter(self):
with pytest.raises(ValueError, match="parameter can only be"):
self.new_s.save(FULLFILENAME, overwrite="spam")
def teardown_method(self, method):
self._clean_file()
class TestNonUniformAxisCheck:
def setup_method(self, method):
axis = DataAxis(axis=1 / (np.arange(10) + 1), navigate=False)
self.s = hs.signals.Signal1D(np.arange(10), axes=(axis.get_axis_dictionary(),))
# make sure we start from a clean state
def test_io_nonuniform(self, tmp_path):
assert self.s.axes_manager[0].is_uniform is False
self.s.save(tmp_path / "tmp.hspy")
with pytest.raises(TypeError, match="not supported for non-uniform"):
self.s.save(tmp_path / "tmp.msa")
def test_nonuniform_writer_characteristic(self):
for plugin in IO_PLUGINS:
if "non_uniform_axis" not in plugin:
print(
f"{plugin.name} IO-plugin is missing the "
"characteristic `non_uniform_axis`"
)
def test_nonuniform_error(self, tmp_path):
assert self.s.axes_manager[0].is_uniform is False
incompatible_writers = [
plugin["file_extensions"][plugin["default_extension"]]
for plugin in IO_PLUGINS
if (
plugin["writes"] is True
or plugin["writes"] is not False
and [1, 0] in plugin["writes"]
)
and not plugin["non_uniform_axis"]
]
for ext in incompatible_writers:
with pytest.raises(TypeError, match="not supported for non-uniform"):
filename = "tmp." + ext
self.s.save(tmp_path / filename, overwrite=True)
def test_glob_wildcards():
s = hs.signals.Signal1D(np.arange(10))
with tempfile.TemporaryDirectory() as dirpath:
fnames = [os.path.join(dirpath, f"temp[1x{x}].hspy") for x in range(2)]
for f in fnames:
s.save(f)
with pytest.raises(ValueError, match="No filename matches the pattern"):
_ = hs.load(fnames[0])
t = hs.load([fnames[0]])
assert len(t) == 1
t = hs.load(fnames)
assert len(t) == 2
t = hs.load(os.path.join(dirpath, "temp*.hspy"))
assert len(t) == 2
t = hs.load(
os.path.join(dirpath, "temp[*].hspy"),
escape_square_brackets=True,
)
assert len(t) == 2
with pytest.raises(ValueError, match="No filename matches the pattern"):
_ = hs.load(os.path.join(dirpath, "temp[*].hspy"))
# Test pathlib.Path
t = hs.load(Path(dirpath, "temp[1x0].hspy"))
assert len(t) == 1
t = hs.load([Path(dirpath, "temp[1x0].hspy"), Path(dirpath, "temp[1x1].hspy")])
assert len(t) == 2
t = hs.load(list(Path(dirpath).glob("temp*.hspy")))
assert len(t) == 2
t = hs.load(Path(dirpath).glob("temp*.hspy"))
assert len(t) == 2
def test_file_not_found_error(tmp_path):
temp_fname = tmp_path / "temp.hspy"
if os.path.exists(temp_fname):
os.remove(temp_fname)
with pytest.raises(ValueError, match="No filename matches the pattern"):
_ = hs.load(temp_fname)
with pytest.raises(FileNotFoundError):
_ = hs.load([temp_fname])
def test_file_reader_error(tmp_path):
# Only None, str or objects with attr "file_reader" are supported
s = hs.signals.Signal1D(np.arange(10))
f = tmp_path / "temp.hspy"
s.save(f)
with pytest.raises(ValueError, match="reader"):
_ = hs.load(f, reader=123)
def test_file_reader_warning(caplog, tmp_path):
s = hs.signals.Signal1D(np.arange(10))
f = tmp_path / "temp.hspy"
s.save(f)
try:
with caplog.at_level(logging.WARNING):
_ = hs.load(f, reader="some_unknown_file_extension")
assert "Unable to infer file type from extension" in caplog.text
except (ValueError, OSError):
# Test fallback to Pillow imaging library
pass
def test_file_reader_options():
s = hs.signals.Signal1D(np.arange(10))
with tempfile.TemporaryDirectory() as dirpath:
f = os.path.join(dirpath, "temp.hspy")
s.save(f)
f2 = os.path.join(dirpath, "temp.emd")
s.save(f2)
# Test string reader
t = hs.load(Path(dirpath, "temp.hspy"), reader="hspy")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
# Test string reader uppercase
t = hs.load(Path(dirpath, "temp.hspy"), reader="HSpy")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
# Test string reader alias
t = hs.load(Path(dirpath, "temp.hspy"), reader="hyperspy")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
# Test string reader name
t = hs.load(Path(dirpath, "temp.emd"), reader="emd")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
# Test string reader aliases
t = hs.load(Path(dirpath, "temp.emd"), reader="Electron Microscopy Data (EMD)")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
t = hs.load(Path(dirpath, "temp.emd"), reader="Electron Microscopy Data")
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
# Test object reader
from rsciio import hspy
t = hs.load(Path(dirpath, "temp.hspy"), reader=hspy)
assert len(t) == 1
np.testing.assert_allclose(t.data, np.arange(10))
def test_save_default_format(tmp_path):
s = hs.signals.Signal1D(np.arange(10))
f = tmp_path / "temp"
s.save(f)
t = hs.load(tmp_path / "temp.hspy")
assert len(t) == 1
def test_load_original_metadata(tmp_path):
s = hs.signals.Signal1D(np.arange(10))
s.original_metadata.a = 0
f = tmp_path / "temp"
s.save(f)
assert s.original_metadata.as_dictionary() != {}
t = hs.load(tmp_path / "temp.hspy")
assert t.original_metadata.as_dictionary() == s.original_metadata.as_dictionary()
t = hs.load(tmp_path / "temp.hspy", load_original_metadata=False)
assert t.original_metadata.as_dictionary() == {}
def test_load_save_filereader_metadata():
# tests that original FileReader metadata is correctly persisted and
# appended through a save and load cycle
s = hs.load(TEST_DATA_PATH / "msa" / "example1.msa")
assert s.metadata.General.FileIO.Number_0.io_plugin == "rsciio.msa"
assert s.metadata.General.FileIO.Number_0.operation == "load"
assert s.metadata.General.FileIO.Number_0.hyperspy_version == hs.__version__
with tempfile.TemporaryDirectory() as dirpath:
f = os.path.join(dirpath, "temp")
s.save(f)
expected = {
"0": {
"io_plugin": "rsciio.msa",
"operation": "load",
"hyperspy_version": hs.__version__,
},
"1": {
"io_plugin": "rsciio.hspy",
"operation": "save",
"hyperspy_version": hs.__version__,
},
"2": {
"io_plugin": "rsciio.hspy",
"operation": "load",
"hyperspy_version": hs.__version__,
},
}
del s.metadata.General.FileIO.Number_0.timestamp # runtime dependent
del s.metadata.General.FileIO.Number_1.timestamp # runtime dependent
assert s.metadata.General.FileIO.Number_0.as_dictionary() == expected["0"]
assert s.metadata.General.FileIO.Number_1.as_dictionary() == expected["1"]
t = hs.load(Path(dirpath, "temp.hspy"))
del t.metadata.General.FileIO.Number_0.timestamp # runtime dependent
del t.metadata.General.FileIO.Number_1.timestamp # runtime dependent
del t.metadata.General.FileIO.Number_2.timestamp # runtime dependent
assert t.metadata.General.FileIO.as_dictionary() == expected
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