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@ -3,7 +3,6 @@ import numpy as np |
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from nd2reader.exc import NoImageError |
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from nd2reader.parser import get_parser |
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from nd2reader.version import get_version |
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import six |
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@ -17,12 +16,28 @@ class ND2Reader(FramesSequenceND): |
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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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major_version, minor_version = get_version(self._fh) |
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self._parser = get_parser(self._fh, major_version, minor_version) |
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self._parser = get_parser(self._fh) |
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self._metadata = self._parser.metadata |
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self._roi_metadata = self._parser.roi_metadata |
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# Set data type |
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self._dtype = self._get_dtype_from_metadata() |
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# Setup the axes |
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self._init_axis('x', self._metadata.width) |
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self._init_axis('y', self._metadata.height) |
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self._init_axis('c', len(self._metadata.channels)) |
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self._init_axis('t', len(self._metadata.frames)) |
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self._init_axis('z', len(self._metadata.z_levels)) |
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# provide the default |
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self.iter_axes = 't' |
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def _get_dtype_from_metadata(self): |
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""" |
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Determine the data type from the metadata. |
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:return: |
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""" |
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bit_depth = self._parser.raw_metadata.image_attributes[six.b('SLxImageAttributes')][six.b('uiBpcInMemory')] |
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if bit_depth <= 16: |
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self._dtype = np.float16 |
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@ -31,12 +46,11 @@ class ND2Reader(FramesSequenceND): |
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else: |
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self._dtype = np.float64 |
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# Setup the axes |
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self._init_axis('x', self._metadata.width) |
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self._init_axis('y', self._metadata.height) |
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self._init_axis('c', len(self._metadata.channels)) |
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self._init_axis('t', len(self._metadata.frames)) |
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self._init_axis('z', len(self._metadata.z_levels)) |
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return self._dtype |
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@classmethod |
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def class_exts(cls): |
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return {'nd2'} | super(ND2Reader, cls).class_exts() |
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def close(self): |
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if self._fh is not None: |
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@ -57,7 +71,22 @@ class ND2Reader(FramesSequenceND): |
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except (TypeError, NoImageError): |
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return Frame([]) |
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else: |
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return Frame(image, frame_no=image.frame_number) |
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return Frame(image, frame_no=image.frame_number, metadata=self._get_frame_metadata()) |
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def _get_frame_metadata(self): |
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""" |
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Get the metadata for one frame |
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:return: |
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""" |
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frame_metadata = { |
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"height": self._metadata.height, |
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"width": self._metadata.width, |
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"date": self._metadata.date, |
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"pixel_microns": self._metadata.pixel_microns, |
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"rois": self._roi_metadata |
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} |
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return frame_metadata |
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@property |
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def pixel_type(self): |
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