File: limaimage.py

package info (click to toggle)
python-fabio 0.11.0%2Bdfsg-3
  • links: PTS, VCS
  • area: main
  • in suites: bullseye
  • size: 9,092 kB
  • sloc: python: 19,244; ansic: 1,085; makefile: 219; sh: 215
file content (159 lines) | stat: -rw-r--r-- 5,358 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
# coding: utf-8
#
#    Project: X-ray image reader
#             https://github.com/silx-kit/fabio
#
#    Copyright (C) European Synchrotron Radiation Facility, Grenoble, France
#
#  Permission is hereby granted, free of charge, to any person
#  obtaining a copy of this software and associated documentation files
#  (the "Software"), to deal in the Software without restriction,
#  including without limitation the rights to use, copy, modify, merge,
#  publish, distribute, sublicense, and/or sell copies of the Software,
#  and to permit persons to whom the Software is furnished to do so,
#  subject to the following conditions:
#
#  The above copyright notice and this permission notice shall be
#  included in all copies or substantial portions of the Software.
#
#  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
#  EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
#  OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
#  NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
#  HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
#  WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
#  FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
#  OTHER DEALINGS IN THE SOFTWARE.

"""
Basic read support for HDF5 files saved by LImA. 
"""

__authors__ = ["Jérôme Kieffer"]
__contact__ = "jerome.kieffer@esrf.fr"
__license__ = "MIT"
__copyright__ = "ESRF"
__date__ = "16/11/2020"

import logging
logger = logging.getLogger(__name__)
from .fabioimage import FabioImage
from .fabioutils import NotGoodReader
try:
    import h5py
except ImportError:
    h5py = None


class LimaImage(FabioImage):
    """FabIO image class for images acquired with the LIMA framwork

    LIMA is the Library for Image Acquisition, 
    https://github.com/esrf-bliss/LImA
    """

    DESCRIPTION = "HDF5 file produces by LImA"

    DEFAULT_EXTENSIONS = ["h5", "hdf5"]

    def __init__(self, data=None, header=None):
        """
        Set up initial values
        """
        if not h5py:
            raise RuntimeError("fabio.EigerImage cannot be used without h5py. Please install h5py and restart")

        FabioImage.__init__(self, data, header)
        self.dataset = [data]
        self.h5 = None

    def __repr__(self):
        if self.h5 is not None:
            return "LImA-HDF5 dataset with %i frames from %s" % (self.nframes, self.h5.filename)
        else:
            return "%s object at %s" % (self.__class__.__name__, hex(id(self)))

    def _readheader(self, infile):
        """
        Read and decode the header of an image:

        :param infile: Opened python file (can be stringIO or bzipped file)
        """
        # list of header key to keep the order (when writing)
        self.header = self.check_header()

    def read(self, fname, frame=None):
        """
        Try to read image

        :param fname: name of the file
        :param frame: number of the frame
        """

        self.resetvals()
        with self._open(fname) as infile:
            self._readheader(infile)
            # read the image data and declare it

        self.dataset = None
        # read the image data
        self.h5 = h5py.File(fname, mode="r")
        entry_name = self.h5.attrs.get("default")
        if entry_name is None:
            raise NotGoodReader("HDF5 file does not contain any default entry.")
        if entry_name in self.h5:
            entry = self.h5[entry_name]
        else:
            raise NotGoodReader("HDF5's default entry does not exist.")
        if "measurement" in entry:
            measurement = entry["measurement"]
        else:
            raise NotGoodReader("HDF5's default entry has no measurement group.")
        if "data" in measurement:
            ds = measurement["data"]
        else:
            raise NotGoodReader("HDF5's measurement group has no dataset.")
        self.dataset = ds
        self._nframes = ds.shape[0]

        if frame is not None:
            return self.getframe(int(frame))
        else:
            self.currentframe = 0
            self.data = self.dataset[self.currentframe]
            self._shape = None
            return self

    def getframe(self, num):
        """ returns the frame numbered 'num' in the stack if applicable"""
        if self.nframes > 1:
            new_img = None
            if (num >= 0) and num < self.nframes:
                data = self.dataset[num]
                new_img = self.__class__(data=data, header=self.header)
                new_img.dataset = self.dataset
                new_img.h5 = self.h5
                new_img._nframes = self.nframes
                new_img.currentframe = num
            else:
                raise IOError("getframe %s out of range [%s %s[" % (num, 0, self.nframes))
        else:
            new_img = FabioImage.getframe(self, num)
        return new_img

    def previous(self):
        """ returns the previous frame in the series as a fabioimage """
        return self.getframe(self.currentframe - 1)

    def next(self):
        """ returns the next frame in the series as a fabioimage """
        return self.getframe(self.currentframe + 1)

    def close(self):
        if self.h5 is not None:
            self.h5.close()
            self.dataset = None


# This is not compatibility with old code:
limaimage = LimaImage