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# coding: utf-8
#
# Project: FabIO X-ray image reader
#
# Copyright (C) 2010-2016 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.
#
"""Module for handling HDF5 data structure following the NeXuS convention
Stand-alone module which tries to offer interface to HDF5 via H5Py
"""
__author__ = "Jerome Kieffer"
__contact__ = "Jerome.Kieffer@ESRF.eu"
__license__ = "MIT"
__copyright__ = "European Synchrotron Radiation Facility, Grenoble, France"
__date__ = "28/04/2021"
__status__ = "production"
__docformat__ = 'restructuredtext'
import logging
import sys
import os
import time
import numpy
from .fabioutils import exists
from ._version import version
logger = logging.getLogger(__name__)
try:
import h5py
except ImportError as error:
h5py = None
logger.error("h5py module missing")
else:
try:
h5py._errors.silence_errors()
except AttributeError: # old h5py
pass
def get_isotime(force_time=None):
"""
:param force_time: enforce a given time (current by default)
:type force_time: float
:return: the current time as an ISO8601 string
:rtype: string
"""
if force_time is None:
force_time = time.time()
localtime = time.localtime(force_time)
gmtime = time.gmtime(force_time)
tz_h = localtime.tm_hour - gmtime.tm_hour
tz_m = localtime.tm_min - gmtime.tm_min
return "%s%+03i:%02i" % (time.strftime("%Y-%m-%dT%H:%M:%S", localtime), tz_h, tz_m)
def from_isotime(text, use_tz=False):
"""
:param text: string representing the time is iso format
:return: Time in second since epoch (float)
"""
if len(text) == 1:
# just in case someone sets as a list
text = text[0]
if isinstance(text, bytes):
text = text.decode()
if len(text) > 3 and text.startswith("b") and text[1] == text[-1] and text[1] in ('"', "'"):
text = text[2:-1]
if len(text) < 19:
logger.warning("Not a iso-time string: %s", text)
return
base = text[:19]
if use_tz and len(text) == 25:
sgn = 1 if text[:19] == "+" else -1
tz = 60 * (60 * int(text[20:22]) + int(text[23:25])) * sgn
else:
tz = 0
return time.mktime(time.strptime(base, "%Y-%m-%dT%H:%M:%S")) + tz
def is_hdf5(filename):
"""
Check if a file is actually a HDF5 file
:param filename: this file has better to exist
:return: true or False
"""
signature = b"\x89\x48\x44\x46\x0d\x0a\x1a\x0a"
if not exists(filename):
raise IOError("No such file %s" % (filename))
with open(filename.split("::")[0], "rb") as f:
sig = f.read(len(signature))
return sig == signature
class Nexus(object):
"""
Writer class to handle Nexus/HDF5 data
Manages:
entry
pyFAI-subentry
detector
- entry
- pyFAI-subentry
- detector
TODO: make it thread-safe !!!
"""
def __init__(self, filename, mode=None, creator=None):
"""
Constructor
:param filename: name of the hdf5 file containing the nexus
:param mode: can be 'r', 'a', 'w', '+' ....
:param creator: set as attr of the NXroot
"""
self.filename = os.path.abspath(filename)
self.mode = mode
if not h5py:
logger.error("h5py module missing: NeXus not supported")
raise RuntimeError("H5py module is missing")
pre_existing = os.path.exists(self.filename)
if self.mode is None:
if pre_existing:
self.mode = "r"
else:
self.mode = "w"
if "w" in self.mode:
pre_existing = False
if self.mode == "r":
self.file_handle = open(self.filename, mode=self.mode + "b")
self.h5 = h5py.File(self.file_handle, mode=self.mode)
else:
self.file_handle = None
self.h5 = h5py.File(self.filename, mode=self.mode)
self.to_close = []
if not pre_existing:
self.h5.attrs["NX_class"] = "NXroot"
self.h5.attrs["file_time"] = get_isotime()
self.h5.attrs["file_name"] = self.filename
self.h5.attrs["HDF5_Version"] = h5py.version.hdf5_version
if creator is not None:
self.h5.attrs["creator"] = creator
def close(self, end_time=None):
"""
close the filename and update all entries
"""
if self.mode != "r":
end_time = get_isotime(end_time)
for entry in self.to_close:
entry["end_time"] = end_time
self.h5.attrs["file_update_time"] = get_isotime()
self.h5.close()
if self.file_handle:
self.file_handle.close()
# Context manager for "with" statement compatibility
def __enter__(self, *arg, **kwarg):
return self
def __exit__(self, *arg, **kwarg):
self.close()
def flush(self):
if self.h5:
self.h5.flush()
def get_entry(self, name):
"""
Retrieves an entry from its name
:param name: name of the entry to retrieve
:return: HDF5 group of NXclass == NXentry
"""
for grp_name in self.h5:
if grp_name == name:
grp = self.h5[grp_name]
if isinstance(grp, h5py.Group) and \
("start_time" in grp) and \
self.get_attr(grp, "NX_class") == "NXentry":
return grp
def get_entries(self):
"""
retrieves all entry sorted the latest first.
:return: list of HDF5 groups
"""
entries = [(grp, from_isotime(self.h5[grp + "/start_time"][()]))
for grp in self.h5
if isinstance(self.h5[grp], h5py.Group) and
("start_time" in self.h5[grp]) and
self.get_attr(self.h5[grp], "NX_class") == "NXentry"]
entries.sort(key=lambda a: a[1], reverse=True) # sort entries in decreasing time
return [self.h5[i[0]] for i in entries]
def find_detector(self, all=False):
"""
Tries to find a detector within a NeXus file, takes the first compatible detector
:param all: return all detectors found as a list
"""
result = []
for entry in self.get_entries():
for instrument in self.get_class(entry, "NXsubentry") + self.get_class(entry, "NXinstrument"):
for detector in self.get_class(instrument, "NXdetector"):
if all:
result.append(detector)
else:
return detector
return result
def find_data(self, all=False):
"""
Tries to find a NXdata within a NeXus file
:param all: return all detectors found as a list
"""
logger.error("Deprecated!")
result = []
for entry in self.get_entries():
data = self.get_data(entry)
if data:
if all:
result += data
else:
return data[0]
for instrument in self.get_class(entry, "NXinstrument"):
data = self.get_data(instrument)
if data:
if all:
result += data
else:
return data[0]
for detector in self.get_class(instrument, "NXdetector"):
data = self.get_data(detector)
if data:
if all:
result += data
else:
return data[0]
for instrument in self.get_class(entry, "NXsubentry"):
data = self.get_data(instrument)
if data:
if all:
result += data
else:
return data[0]
for detector in self.get_class(instrument, "NXdetector"):
data = self.get_data(detector)
if data:
if all:
result += data
else:
return data[0]
return result
def new_entry(self, entry="entry", program_name="pyFAI",
title=None, force_time=None, force_name=False):
"""
Create a new entry
:param entry: name of the entry
:param program_name: value of the field as string
:param title: description of experiment as str
:param force_time: enforce the start_time (as string!)
:param force_name: force the entry name as such, without numerical suffix.
:return: the corresponding HDF5 group
"""
if not force_name:
nb_entries = len(self.get_entries())
entry = "%s_%04i" % (entry, nb_entries)
entry_grp = self.h5.require_group(entry)
self.h5.attrs["default"] = entry
entry_grp.attrs["NX_class"] = "NXentry"
if title is not None:
entry_grp["title"] = str(title)
if program_name is not None:
entry_grp["program_name"] = program_name
if isinstance(force_time, str):
entry_grp["start_time"] = force_time
else:
entry_grp["start_time"] = get_isotime(force_time)
self.to_close.append(entry_grp)
return entry_grp
def new_instrument(self, entry="entry", instrument_name="id00",):
"""
Create an instrument in an entry or create both the entry and the instrument if
"""
if not isinstance(entry, h5py.Group):
entry = self.new_entry(entry)
return self.new_class(entry, instrument_name, "NXinstrument")
# howto external link
# myfile['ext link'] = h5py.ExternalLink("otherfile.hdf5", "/path/to/resource")
def new_class(self, grp, name, class_type="NXcollection"):
"""
create a new sub-group with type class_type
:param grp: parent group
:param name: name of the sub-group
:param class_type: NeXus class name
:return: subgroup created
"""
sub = grp.require_group(name)
sub.attrs["NX_class"] = str(class_type)
return sub
def new_detector(self, name="detector", entry="entry", subentry="pyFAI"):
"""
Create a new entry/pyFAI/Detector
:param detector: name of the detector
:param entry: name of the entry
:param subentry: all pyFAI description of detectors should be in a pyFAI sub-entry
"""
entry_grp = self.new_entry(entry)
pyFAI_grp = self.new_class(entry_grp, subentry, "NXsubentry")
local_ds = pyFAI_grp.create_dataset("definition_local", data=subentry)
if subentry == "pyFAI":
try:
from pyFAI import __version__ as pyFAI_version
except ImportError:
pyFAI_version = None
if pyFAI_version is not None:
local_ds.attrs["version"] = str(version)
det_grp = self.new_class(pyFAI_grp, name, "NXdetector")
return det_grp
def get_class(self, grp, class_type="NXcollection"):
"""
return all sub-groups of the given type within a group
:param grp: HDF5 group
:param class_type: name of the NeXus class
"""
coll = [grp[name] for name in grp
if isinstance(grp[name], h5py.Group) and
self.get_attr(grp[name], "NX_class") == class_type]
return coll
def get_data(self, grp, attr=None, value=None):
"""return all dataset of the the NeXus class NXdata
:param grp: HDF5 group
:param attr: name of an attribute
:param value: requested value
"""
coll = [grp[name] for name in grp
if isinstance(grp[name], h5py.Dataset) and
self.get_attr(grp[name], attr) == value]
return coll
def get_default_NXdata(self):
"""Return the default plot configured in the nexus structure.
:return: the group with the default plot or None if not found
"""
entry_name = self.h5.attrs.get("default")
if entry_name:
entry_grp = self.h5.get(entry_name)
nxdata_name = entry_grp.attrs.get("default")
if nxdata_name:
if nxdata_name.startswith("/"):
return self.h5.get(nxdata_name)
else:
return entry_grp.get(nxdata_name)
def deep_copy(self, name, obj, where="/", toplevel=None, excluded=None, overwrite=False):
"""
perform a deep copy:
create a "name" entry in self containing a copy of the object
:param where: path to the toplevel object (i.e. root)
:param toplevel: firectly the top level Group
:param excluded: list of keys to be excluded
:param overwrite: replace content if already existing
"""
if (excluded is not None) and (name in excluded):
return
if not toplevel:
toplevel = self.h5[where]
if isinstance(obj, h5py.Group):
if name not in toplevel:
grp = toplevel.require_group(name)
for k, v in obj.attrs.items():
grp.attrs[k] = v
elif isinstance(obj, h5py.Dataset):
if name in toplevel:
if overwrite:
del toplevel[name]
logger.warning("Overwriting %s in %s", toplevel[name].name, self.filename)
else:
logger.warning("Not overwriting %s in %s", toplevel[name].name, self.filename)
return
toplevel[name] = obj[()]
for k, v in obj.attrs.items():
toplevel[name].attrs[k] = v
@classmethod
def get_attr(cls, dset, name, default=None):
"""Return the attribute of the dataset
Handles the ascii -> unicode issue in python3 #275
:param dset: a HDF5 dataset (or a group)
:param name: name of the attribute
:param default: default value to be returned
:return: attribute value decoded in python3 or default
"""
dec = default
if name in dset.attrs:
raw = dset.attrs[name]
if (sys.version_info[0] > 2) and ("decode" in dir(raw)):
dec = raw.decode()
else:
dec = raw
return dec
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