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@ -11,18 +11,28 @@ class ND2Reader(FramesSequenceND): |
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This is the main class: use this to process your .nd2 files. |
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This is the main class: use this to process your .nd2 files. |
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""" |
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""" |
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_fh = None |
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class_priority = 12 |
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class_priority = 12 |
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def __init__(self, filename): |
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def __init__(self, fh): |
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""" |
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Arguments: |
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fh {str} -- absolute path to .nd2 file |
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fh {IO} -- input buffer handler (opened with "rb" mode) |
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""" |
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super(ND2Reader, self).__init__() |
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super(ND2Reader, self).__init__() |
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if not filename.endswith(".nd2"): |
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raise InvalidFileType("The file %s you want to read with nd2reader does not have extension .nd2." % filename) |
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if isinstance(fh, str): |
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if not fh.endswith(".nd2"): |
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raise InvalidFileType( |
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("The file %s you want to read with nd2reader" % fh) |
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+ " does not have extension .nd2." |
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) |
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fh = open(fh, "rb") |
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self.filename = filename |
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self._fh = fh |
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self.filename = "" |
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# first use the parser to parse the file |
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self._fh = open(filename, "rb") |
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self._parser = Parser(self._fh) |
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self._parser = Parser(self._fh) |
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# Setup metadata |
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# Setup metadata |
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@ -42,7 +52,7 @@ class ND2Reader(FramesSequenceND): |
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"""Let PIMS open function use this reader for opening .nd2 files |
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"""Let PIMS open function use this reader for opening .nd2 files |
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""" |
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""" |
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return {'nd2'} | super(ND2Reader, cls).class_exts() |
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return {"nd2"} | super(ND2Reader, cls).class_exts() |
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def close(self): |
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def close(self): |
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"""Correctly close the file handle |
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"""Correctly close the file handle |
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@ -119,22 +129,24 @@ class ND2Reader(FramesSequenceND): |
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@property |
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@property |
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def frame_rate(self): |
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def frame_rate(self): |
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"""The (average) frame rate |
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"""The (average) frame rate |
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Returns: |
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Returns: |
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float: the (average) frame rate in frames per second |
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float: the (average) frame rate in frames per second |
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""" |
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""" |
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total_duration = 0.0 |
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total_duration = 0.0 |
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for loop in self.metadata['experiment']['loops']: |
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total_duration += loop['duration'] |
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for loop in self.metadata["experiment"]["loops"]: |
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total_duration += loop["duration"] |
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if total_duration == 0: |
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if total_duration == 0: |
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total_duration = self.timesteps[-1] |
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total_duration = self.timesteps[-1] |
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if total_duration == 0: |
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if total_duration == 0: |
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raise ValueError('Total measurement duration could not be determined from loops') |
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raise ValueError( |
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"Total measurement duration could not be determined from loops" |
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) |
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return self.metadata['num_frames'] / (total_duration/1000.0) |
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return self.metadata["num_frames"] / (total_duration / 1000.0) |
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def _get_metadata_property(self, key, default=None): |
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def _get_metadata_property(self, key, default=None): |
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if self.metadata is None: |
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if self.metadata is None: |
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@ -152,12 +164,22 @@ class ND2Reader(FramesSequenceND): |
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"""Setup the xyctz axes, iterate over t axis by default |
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"""Setup the xyctz axes, iterate over t axis by default |
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""" |
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""" |
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self._init_axis_if_exists('x', self._get_metadata_property("width", default=0)) |
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self._init_axis_if_exists('y', self._get_metadata_property("height", default=0)) |
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self._init_axis_if_exists('c', len(self._get_metadata_property("channels", default=[])), min_size=2) |
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self._init_axis_if_exists('t', len(self._get_metadata_property("frames", default=[]))) |
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self._init_axis_if_exists('z', len(self._get_metadata_property("z_levels", default=[])), min_size=2) |
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self._init_axis_if_exists('v', len(self._get_metadata_property("fields_of_view", default=[])), min_size=2) |
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self._init_axis_if_exists("x", self._get_metadata_property("width", default=0)) |
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self._init_axis_if_exists("y", self._get_metadata_property("height", default=0)) |
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self._init_axis_if_exists( |
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"c", len(self._get_metadata_property("channels", default=[])), min_size=2 |
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) |
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self._init_axis_if_exists( |
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"t", len(self._get_metadata_property("frames", default=[])) |
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) |
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self._init_axis_if_exists( |
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"z", len(self._get_metadata_property("z_levels", default=[])), min_size=2 |
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) |
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self._init_axis_if_exists( |
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"v", |
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len(self._get_metadata_property("fields_of_view", default=[])), |
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min_size=2, |
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) |
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if len(self.sizes) == 0: |
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if len(self.sizes) == 0: |
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raise EmptyFileError("No axes were found for this .nd2 file.") |
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raise EmptyFileError("No axes were found for this .nd2 file.") |
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@ -165,7 +187,7 @@ class ND2Reader(FramesSequenceND): |
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# provide the default |
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# provide the default |
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self.iter_axes = self._guess_default_iter_axis() |
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self.iter_axes = self._guess_default_iter_axis() |
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self._register_get_frame(self.get_frame_2D, 'yx') |
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self._register_get_frame(self.get_frame_2D, "yx") |
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def _init_axis_if_exists(self, axis, size, min_size=1): |
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def _init_axis_if_exists(self, axis, size, min_size=1): |
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if size >= min_size: |
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if size >= min_size: |
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@ -177,7 +199,7 @@ class ND2Reader(FramesSequenceND): |
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Returns: |
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Returns: |
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the axis to iterate over |
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the axis to iterate over |
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""" |
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""" |
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priority = ['t', 'z', 'c', 'v'] |
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priority = ["t", "z", "c", "v"] |
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found_axes = [] |
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found_axes = [] |
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for axis in priority: |
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for axis in priority: |
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try: |
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try: |
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@ -202,6 +224,9 @@ class ND2Reader(FramesSequenceND): |
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if self._timesteps is not None and len(self._timesteps) > 0: |
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if self._timesteps is not None and len(self._timesteps) > 0: |
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return self._timesteps |
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return self._timesteps |
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self._timesteps = np.array(list(self._parser._raw_metadata.acquisition_times), dtype=np.float) * 1000.0 |
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self._timesteps = ( |
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np.array(list(self._parser._raw_metadata.acquisition_times), dtype=np.float) |
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* 1000.0 |
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) |
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return self._timesteps |
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return self._timesteps |