Source code for pydicom.dataelem

# Copyright 2008-2018 pydicom authors. See LICENSE file for details.
"""Define the DataElement class.

A DataElement has a tag,
              a value representation (VR),
              a value multiplicity (VM)
              and a value.

from __future__ import absolute_import

import base64
import warnings
from collections import namedtuple

from pydicom import config  # don't import datetime_conversion directly
from pydicom import compat
from pydicom.charset import default_encoding
from pydicom.compat import in_py2
from pydicom.config import logger
from pydicom.datadict import (dictionary_has_tag, dictionary_description,
                              dictionary_keyword, dictionary_is_retired,
                              private_dictionary_description, dictionary_VR,
                              dictionary_VM, repeater_has_tag)
from pydicom.multival import MultiValue
from pydicom.tag import Tag, BaseTag
from pydicom.uid import UID
from pydicom import jsonrep
import pydicom.valuerep  # don't import DS directly as can be changed by config

from pydicom.valuerep import PersonNameUnicode
if not in_py2:
    from pydicom.valuerep import PersonName3 as PersonNameUnicode
    PersonName = PersonNameUnicode

[docs]def isMultiValue(value): """Return True if `value` is list-like (iterable), False otherwise.""" msg = 'isMultiValue is deprecated. Use DataElement.VM instead' warnings.warn(msg, DeprecationWarning) if isinstance(value, compat.char_types): return False try: iter(value) except TypeError: return False return True
def _is_bytes(val): """Return True only in Python 3 if `val` is of type `bytes`.""" return False if in_py2 else isinstance(val, bytes) # double '\' because it is used as escape chr in Python _backslash_str = "\\" _backslash_byte = b"\\"
[docs]class DataElement(object): """Contain and manipulate a DICOM Element. While its possible to create a new DataElement directly and add it to a Dataset: >>> elem = DataElement(0x00100010, 'PN', 'CITIZEN^Joan') >>> ds = Dataset() >>> ds.add(elem) Its far more convenient to use a Dataset to add a new DataElement, as the VR and tag are determined automatically from the DICOM dictionary: >>> ds = Dataset() >>> ds.PatientName = 'CITIZEN^Joan' Attributes ---------- descripWidth : int For string display, this is the maximum width of the description field (default 35 characters). file_tell : int or None is_retired : bool For officially registered DICOM Data Elements this will be True if the retired status as given in PS3.6 Table 6-1 is 'RET'. For private or unknown Elements this will always be False is_undefined_length : bool Indicates whether the length field for the element was 0xFFFFFFFFL (ie undefined). keyword : str For officially registered DICOM Data Elements this will be the Keyword as given in PS3.6 Table 6-1. For private or unknown Elements this will return an empty string. maxBytesToDisplay : int For string display, elements with values containing data which is longer than this value will display "array of # bytes" (default 16 bytes). name : str For officially registered DICOM Data Elements this will be the Name as given in PS3.6 Table 6-1. For private Elements known to pydicom this will be the Name in the format '[name]'. For unknown private Elements this will be 'Private Creator'. For unknown Elements this will return an empty string. showVR : bool For string display, include the Element's VR just before it's `value` (default True) tag : pydicom.tag.Tag The DICOM Tag for the Data Element value The Data Element's stored value(s) VM : int The Value Multiplicity of the Data Element's stored value(s) VR : str The Data Element's Value Representation value """ descripWidth = 35 maxBytesToDisplay = 16 showVR = True is_raw = False # Python 2: Classes which define __eq__ # should flag themselves as unhashable __hash__ = None def __init__(self, tag, VR, value, file_value_tell=None, is_undefined_length=False, already_converted=False): """Create a new DataElement. Parameters ---------- tag The DICOM (group, element) tag in any form accepted by pydicom.tag.Tag such as [0x0010, 0x0010], (0x10, 0x10), 0x00100010, etc. VR : str The 2 character DICOM value representation (see DICOM standard part 5, Section 6.2). value The value of the data element. One of the following: * a single string value * a number * a list or tuple with all strings or all numbers * a multi-value string with backslash separator file_value_tell : int or None Used internally by Dataset to store the write position for the ReplaceDataElementValue() method. Default is None. is_undefined_length : bool Used internally to store whether the length field for this element was 0xFFFFFFFFL, i.e. 'undefined length'. Default is False. already_converted : bool Used to determine whether or not `value` requires conversion to a value with VM > 1. Default is False. """ if not isinstance(tag, BaseTag): tag = Tag(tag) self.tag = tag self.VR = VR # Note!: you must set VR before setting value if already_converted: self._value = value else: self.value = value # calls property setter which will convert self.file_tell = file_value_tell self.is_undefined_length = is_undefined_length
[docs] @classmethod def from_json(cls, dataset_class, tag, vr, value, value_key, bulk_data_uri_handler=None, encodings=None): """Creates a DataElement from JSON. Parameters ---------- tag: pydicom.tag.Tag data element tag vr: str data element value representation value: list data element value(s) value_key: Union[str, None] key of the data element that contains the value (options: ``{"Value", "InlineBinary", "BulkDataURI"}``) bulk_data_uri_handler: Union[Callable, None] callable that accepts the "BulkDataURI" of the JSON representation of a data element and returns the actual value of that data element (retrieved via DICOMweb WADO-RS) Returns ------- pydicom.dataelem.DataElement """ # TODO: test wado-rs retrieve wrapper try: vm = dictionary_VM(tag) except KeyError: # Private tag vm = str(len(value)) if value_key == 'Value': if not(isinstance(value, list)): fmt = '"{}" of data element "{}" must be a list.' raise TypeError(fmt.format(value_key, tag)) elif value_key in {'InlineBinary', 'BulkDataURI'}: if isinstance(value, list): fmt = '"{}" of data element "{}" must be a string.' raise TypeError(fmt.format(value_key, tag)) if vr == 'SQ': elem_value = [] for value_item in value: ds = dataset_class() if value_item: for key, val in value_item.items(): if 'vr' not in val: fmt = 'Data element "{}" must have key "vr".' raise KeyError(fmt.format(tag)) unique_value_keys = tuple( set(val.keys()) & set(jsonrep.JSON_VALUE_KEYS) ) if len(unique_value_keys) == 0: logger.debug( 'data element has neither key "{}".'.format( '" nor "'.join(supported_keys) ) ) elem = DataElement(tag=tag, value='', VR=vr) else: value_key = unique_value_keys[0] elem = cls.from_json( dataset_class, key, val['vr'], val[value_key], value_key ) ds.add(elem) elem_value.append(ds) elif vr == 'PN': # Special case, see DICOM Part 18 Annex F2.2 elem_value = [] for v in value: if not isinstance(v, dict): # Some DICOMweb services get this wrong, so we # workaround the issue and warn the user # rather than raising an error. logger.error( 'value of data element "{}" with VR Person Name (PN) ' 'is not formatted correctly'.format(tag) ) elem_value.append(v) else: elem_value.extend(list(v.values())) if vm == '1': try: elem_value = elem_value[0] except IndexError: elem_value = '' else: if vm == '1': if value_key == 'InlineBinary': elem_value = base64.b64decode(value) elif value_key == 'BulkDataURI': if bulk_data_uri_handler is None: logger.warning( 'no bulk data URI handler provided for retrieval ' 'of value of data element "{}"'.format(tag) ) elem_value = '' else: elem_value = bulk_data_uri_handler(value) else: if value: elem_value = value[0] else: elem_value = value else: elem_value = value if not value: logger.warning('missing value for data element "{}"'.format(tag)) elem_value = '' elem_value = jsonrep._convert_to_python_number(elem_value, vr) try: if compat.in_py2 and vr == "PN": elem_value = PersonNameUnicode(elem_value, 'UTF8') return DataElement(tag=tag, value=elem_value, VR=vr) except Exception: raise raise ValueError( 'Data element "{}" could not be loaded from JSON: {}'.format( tag, elem_value ) )
@property def value(self): """Return the element's `value`.""" return self._value @value.setter def value(self, val): """Convert (if necessary) and set the `value` of the element.""" # Check if is a string with multiple values separated by '\' # If so, turn them into a list of separate strings # Last condition covers 'US or SS' etc if isinstance(val, compat.char_types) and self.VR not in \ ['UT', 'ST', 'LT', 'FL', 'FD', 'AT', 'OB', 'OW', 'OF', 'SL', 'SQ', 'SS', 'UL', 'OB/OW', 'OW/OB', 'OB or OW', 'OW or OB', 'UN'] and 'US' not in self.VR: try: if _backslash_str in val: val = val.split(_backslash_str) except TypeError: if _backslash_byte in val: val = val.split(_backslash_byte) self._value = self._convert_value(val) @property def VM(self): """Return the value multiplicity (as an int) of the element.""" if isinstance(self.value, compat.char_types): return 1 try: iter(self.value) except TypeError: return 1 return len(self.value) def _convert_value(self, val): """Convert `val` to an appropriate type and return the result. Uses the element's VR in order to determine the conversion method and resulting type. """ if self.VR == 'SQ': # a sequence - leave it alone from pydicom.sequence import Sequence if isinstance(val, Sequence): return val else: return Sequence(val) # if the value is a list, convert each element try: val.append except AttributeError: # not a list return self._convert(val) else: return MultiValue(lambda x: self._convert(x), val) def _convert(self, val): """Convert `val` to an appropriate type for the element's VR.""" # If the value is a byte string and has a VR that can only be encoded # using the default character repertoire, we convert it to a string # here to allow for byte string input in these cases if _is_bytes(val) and self.VR in ( 'AE', 'AS', 'CS', 'DA', 'DS', 'DT', 'IS', 'TM', 'UI', 'UR'): val = val.decode() if self.VR == 'IS': return pydicom.valuerep.IS(val) elif self.VR == 'DA' and config.datetime_conversion: return pydicom.valuerep.DA(val) elif self.VR == 'DS': return pydicom.valuerep.DS(val) elif self.VR == 'DT' and config.datetime_conversion: return pydicom.valuerep.DT(val) elif self.VR == 'TM' and config.datetime_conversion: return pydicom.valuerep.TM(val) elif self.VR == "UI": return UID(val) elif not in_py2 and self.VR == "PN": return PersonName(val) # Later may need this for PersonName as for UI, # but needs more thought # elif self.VR == "PN": # return PersonName(val) else: # is either a string or a type 2 optionally blank string return val # this means a "numeric" value could be empty string "" # except TypeError: # print "Could not convert value '%s' to VR '%s' in tag %s" \ # % (repr(val), self.VR, self.tag) # except ValueError: # print "Could not convert value '%s' to VR '%s' in tag %s" \ # % (repr(val), self.VR, self.tag) def __eq__(self, other): """Compare `self` and `other` for equality. Returns ------- bool The result if `self` and `other` are the same class NotImplemented If `other` is not the same class as `self` then returning NotImplemented delegates the result to superclass.__eq__(subclass) """ # Faster result if same object if other is self: return True if isinstance(other, self.__class__): if self.tag == other.tag and self.VR == other.VR \ and self.value == other.value: return True return NotImplemented def __ne__(self, other): """Compare `self` and `other` for inequality.""" return not (self == other) def __str__(self): """Return str representation of the element.""" repVal = self.repval if self.showVR: s = "%s %-*s %s: %s" % (str(self.tag), self.descripWidth, self.description()[:self.descripWidth], self.VR, repVal) else: s = "%s %-*s %s" % (str(self.tag), self.descripWidth, self.description()[:self.descripWidth], repVal) return s @property def repval(self): """Return a str representation of the element's `value`.""" long_VRs = {"OB", "OD", "OF", "OW", "UN", "UT"} if set(self.VR.split(" or ")) & long_VRs: try: length = len(self.value) except TypeError: pass else: if length > self.maxBytesToDisplay: return "Array of %d elements" % length if self.VM > self.maxBytesToDisplay: repVal = "Array of %d elements" % self.VM elif isinstance(self.value, UID): repVal = else: repVal = repr(self.value) # will tolerate unicode too return repVal def __unicode__(self): """Return unicode representation of the element.""" if isinstance(self.value, compat.text_type): # start with the string rep then replace the value part # with the unicode strVal = str(self) strVal = strVal.replace(self.repval, "") uniVal = compat.text_type(strVal) + self.value return uniVal else: return compat.text_type(str(self)) def __getitem__(self, key): """Return the value at `key` if the element's `value` is indexable.""" try: return self.value[key] except TypeError: raise TypeError("DataElement value is unscriptable " "(not a Sequence)") @property def name(self): """Return the DICOM dictionary name for the element.""" return self.description()
[docs] def description(self): """Return the DICOM dictionary name for the element.""" if self.tag.is_private: name = "Private tag data" # default if hasattr(self, 'private_creator'): try: # If have name from private dictionary, use it, but # but put in square brackets so is differentiated, # and clear that cannot access it by name name = private_dictionary_description( self.tag, self.private_creator) name = "[%s]" % (name) except KeyError: pass elif self.tag.elem >> 8 == 0: name = "Private Creator" elif dictionary_has_tag(self.tag) or repeater_has_tag(self.tag): name = dictionary_description(self.tag) # implied Group Length dicom versions < 3 elif self.tag.element == 0: name = "Group Length" else: name = "" return name
@property def is_retired(self): """The element's retired status.""" if dictionary_has_tag(self.tag): return dictionary_is_retired(self.tag) else: return False @property def keyword(self): """The element's keyword (if known).""" if dictionary_has_tag(self.tag): return dictionary_keyword(self.tag) else: return '' def __repr__(self): """Return the representation of the element.""" if self.VR == "SQ": return repr(self.value) else: return str(self)
msg = 'tag VR length value value_tell is_implicit_VR is_little_endian' RawDataElement = namedtuple('RawDataElement', msg) RawDataElement.is_raw = True
[docs]def DataElement_from_raw(raw_data_element, encoding=None): """Return a DataElement created from the data in `raw_data_element`. Parameters ---------- raw_data_element : RawDataElement namedtuple The raw data to convert to a DataElement encoding : str The encoding of the raw data Returns ------- pydicom.dataelem.DataElement """ # XXX buried here to avoid circular import # filereader->Dataset->convert_value->filereader # (for SQ parsing) if in_py2: encoding = encoding or default_encoding from pydicom.values import convert_value raw = raw_data_element # If user has hooked into conversion of raw values, call his/her routine if config.data_element_callback: data_elem = config.data_element_callback raw = data_elem(raw_data_element, **config.data_element_callback_kwargs) VR = raw.VR if VR is None: # Can be if was implicit VR try: VR = dictionary_VR(raw.tag) except KeyError: # just read the bytes, no way to know what they mean if raw.tag.is_private: # for VR for private tags see PS3.5, 6.2.2 if raw.tag.is_private_creator: VR = 'LO' else: VR = 'UN' # group length tag implied in versions < 3.0 elif raw.tag.element == 0: VR = 'UL' else: msg = "Unknown DICOM tag {0:s}".format(str(raw.tag)) msg += " can't look up VR" raise KeyError(msg) try: value = convert_value(VR, raw, encoding) except NotImplementedError as e: raise NotImplementedError("{0:s} in tag {1!r}".format(str(e), raw.tag)) return DataElement(raw.tag, VR, value, raw.value_tell, raw.length == 0xFFFFFFFF, already_converted=True)