Example #1
 def build_new_row(row, val_idx, h_friends, headers, val_h):
     new_row = OrderedDict()
     for h_idx, h in enumerate(headers):
         h_hash = h['hash']
         h_name = h['name']
         if h_hash not in [f['hash'] for f in h_friends]:
             if len(row[h_idx]) == 1:
                 # if this column is not correlated to the column we
                 # are working on and it's a single value, set
                 # it to the same value in the new row
                 new_row[h_name] = row[h_idx]
                 # if this column is not correlated to the column we are
                 # working on and it is a multi value, set it
                 # to "UNRELATED"
                 new_row[h_name] = [
                     "UNRELATED TO {}".format(val_h['mod_name'])
             # if this column is correlated to the column we are
             # working on, set the value to the indexed value of this
             # value
             new_row[h_name] = [row[h_idx][val_idx]]
     new_row = new_row.values()
     return new_row
    def post(self, request, pk):
        """ Clean the data and save opening hours in the database.
        Old opening hours are purged before new ones are saved.
        location = self.get_object()
        # open days, disabled widget data won't make it into request.POST
        present_prefixes = [x.split('-')[0] for x in request.POST.keys()]
        day_forms = OrderedDict()
        for day_no, day_name in WEEKDAYS:
            for slot_no in (1, 2):
                prefix = self.form_prefix(day_no, slot_no)
                # skip closed day as it would be invalid form due to no data
                if prefix not in present_prefixes:
                day_forms[prefix] = (day_no, Slot(request.POST, prefix=prefix))

        if all([day_form[1].is_valid() for pre, day_form in day_forms.items()]):
            for prefix, day_form in day_forms.items():
                day, form = day_form
                opens, shuts = [str_to_time(form.cleaned_data[x])
                                for x in ('opens', 'shuts')]
                if opens != shuts:
                    OpeningHours(from_hour=opens, to_hour=shuts,
                                 company=location, weekday=day).save()
        return redirect(request.path_info)
def uniquify_points_and_return_input_index_to_unique_index_map( pts, threshold = 0 ):
	Given a sequence of N points 'pts',
	and an optional 'threshold' indicating how many decimal places of accuracy (default: 0)
	returns two items:
	   a sequence of all the unique elements in 'pts'
	   a list of length N where the i-th item in the list tells you where
	   pts[i] can be found in the unique elements.
	from collections import OrderedDict
	unique_pts = OrderedDict()
	pts_map = []
	## Add rounded points to a dictionary and set the key to
	## ( the index into the ordered dictionary, the non-rounded point )
	for i, ( pt, rounded_pt ) in enumerate( zip( pts, map( tuple, asarray( pts ).round( threshold ) ) ) ):
		index = unique_pts.setdefault( rounded_pt, ( len( unique_pts ), pt ) )[0]
		## For fancier schemes:
		# index = unique_pts.setdefault( rounded_pt, ( len( unique_pts ), [] ) )[0]
		# unique_pts[ rounded_pt ][1].append( pt )
		pts_map.append( index )
	## Return the original resolution points.
	## The average of all points that round:
	# return [ tuple( average( pt, axis = 0 ) ) for i, pt in unique_pts.itervalues() ], pts_map
	## The closest point to the rounded point:
	# return [ tuple( pt[ abs( asarray( pt ).round( threshold ) - asarray( pt ) ).sum(axis=1).argmin() ] ) for i, pt in unique_pts.itervalues() ], pts_map
	## Simplest, the first rounded point:
	return [ tuple( pt ) for i, pt in unique_pts.itervalues() ], pts_map
Example #4
    def __init__(self, logger=None):
        self.log = logger or dulog
        self.section  = None
        self.filename = None
        self.compiler_info = OrderedDict((
                ('mpicc'  , None),
                ('mpicxx' , None),
                ('mpifort', None),
                ('mpif77' , None),
                ('mpif90' , None),
                ('mpif08' , None),
                ('mpild'  , None),
        self.library_info = OrderedDict((
            ('define_macros'        , []),
            ('undef_macros'         , []),
            ('include_dirs'         , []),

            ('libraries'            , []),
            ('library_dirs'         , []),
            ('runtime_library_dirs' , []),

            ('extra_compile_args'   , []),
            ('extra_link_args'      , []),
            ('extra_objects'        , []),
Example #5
def from_files(filenames):
    """Return an iterator that provides a sequence of Histograms for
the histograms defined in filenames.
    all_histograms = OrderedDict()
    for filename in filenames:
        parser = FILENAME_PARSERS[os.path.basename(filename)]
        histograms = parser(filename)

        # OrderedDicts are important, because then the iteration order over
        # the parsed histograms is stable, which makes the insertion into
        # all_histograms stable, which makes ordering in generated files
        # stable, which makes builds more deterministic.
        if not isinstance(histograms, OrderedDict):
            raise BaseException, "histogram parser didn't provide an OrderedDict"

        for (name, definition) in histograms.iteritems():
            if all_histograms.has_key(name):
                raise DefinitionException, "duplicate histogram name %s" % name
            all_histograms[name] = definition

    # We require that all USE_COUNTER2_* histograms be defined in a contiguous
    # block.
    use_counter_indices = filter(lambda x: x[1].startswith("USE_COUNTER2_"),
    if use_counter_indices:
        lower_bound = use_counter_indices[0][0]
        upper_bound = use_counter_indices[-1][0]
        n_counters = upper_bound - lower_bound + 1
        if n_counters != len(use_counter_indices):
            raise DefinitionException, "use counter histograms must be defined in a contiguous block"

    for (name, definition) in all_histograms.iteritems():
        yield Histogram(name, definition)
Example #6
def force_trace_widths(board):
	microstrip_layers = frozenset(('1_top', '6_bot'))
	stripline_layers = frozenset(('3_inner', '4_inner'))

	se_50_microstrip_width = '0.1778'
	se_50_stripline_width = '0.1651'

	diff_90_microstrip_width = '0.127'
	diff_90_stripline_width = '0.127'

	for element in board:
		if element[0] == 'segment':
			segment = OrderedDict([(v[0], v[1:]) for v in element[1:]])
			assert len(segment['net']) == 1
			net_name = net_by_number[int(segment['net'][0])]
			assert len(segment['layer']) == 1
			layer = segment['layer'][0]

			new_width = None
			if net_name in nets_by_net_class['50_se']:
				if layer in microstrip_layers:
					new_width = [se_50_microstrip_width]
				if layer in stripline_layers:
					new_width = [se_50_stripline_width]
			elif net_name in nets_by_net_class['90_diff']:
				if layer in microstrip_layers:
					new_width = [diff_90_microstrip_width]
				if layer in stripline_layers:
					new_width = [diff_90_stripline_width]

			if new_width:
				segment['width'] = new_width
				new_elements = [[a] + b for a, b in segment.items()]
				element[1:] = new_elements
Example #7
    def test_rename(self):
        data = create_test_data()
        newnames = {'var1': 'renamed_var1', 'dim2': 'renamed_dim2'}
        renamed = data.rename(newnames)

        variables = OrderedDict(data.variables)
        for k, v in newnames.iteritems():
            variables[v] = variables.pop(k)

        for k, v in variables.iteritems():
            dims = list(v.dimensions)
            for name, newname in newnames.iteritems():
                if name in dims:
                    dims[dims.index(name)] = newname

            self.assertVariableEqual(Variable(dims, v.values, v.attrs),
            self.assertEqual(v.encoding, renamed.variables[k].encoding)
            self.assertEqual(type(v), type(renamed.variables[k]))

        self.assertTrue('var1' not in renamed.variables)
        self.assertTrue('dim2' not in renamed.variables)

        with self.assertRaisesRegexp(ValueError, "cannot rename 'not_a_var'"):
            data.rename({'not_a_var': 'nada'})

        # verify that we can rename a variable without accessing the data
        var1 = data['var1']
        data['var1'] = (var1.dimensions, InaccessibleArray(var1.values))
        renamed = data.rename(newnames)
        with self.assertRaises(UnexpectedDataAccess):
Example #8
 def __init__(self, raw):
     self._raw = raw
     self.file_version = 0
     self.elements_count = 0
     self._elements_map = OrderedDict()
     self._elements_index = OrderedDict()
     self._jpg_map = OrderedDict()
Example #9
 def getDependencies(self,
     available_components = None,
              search_dirs = None,
                   target = None,
           available_only = False,
                     test = False,
                 warnings = True
     ''' Returns {component_name:component}
     if search_dirs is None:
         search_dirs = [self.modulesPath()]
     available_components = self.ensureOrderedDict(available_components)
     components, errors = self.__getDependenciesWithProvider(
         available_components = available_components,
                  search_dirs = search_dirs,
                       target = target,
             update_installed = False,
                     provider = self.provideInstalled,
                         test = test
     if warnings:
         for error in errors:
     if available_only:
         components = OrderedDict((k, v) for k, v in components.items() if v)
     return components
Example #10
def assert_no_duplicate_frameworks(state):
    """A function which asserts that there are no duplicate frameworks running, where
    frameworks are identified by their name.

    Note the extra spaces in the output strings: this is to account for the extra indentation
    we add, so we can have:

          framework: marathon count: 1

    :param state: the state info from the Mesos master
    :returns: a tuple containing (output, ok): output is a log of the state of frameworks, ok a boolean
        indicating if there are any duplicate frameworks.
    frameworks = state['frameworks']
    framework_counts = OrderedDict(sorted(Counter([fw['name'] for fw in frameworks]).items()))
    output = ["frameworks:"]
    ok = True

    for framework, count in framework_counts.iteritems():
        if count > 1:
            ok = False
                          "    CRITICAL: Framework %s has %d instances running--expected no more than 1."
                          % (framework, count)))
            output.append("    framework: %s count: %d" % (framework, count))
    return (("\n").join(output), ok)
Example #11
    def expand_uids_to_download(self, crispin_client, uids, metadata):
        # During Gmail initial sync, we expand threads: given a UID to
        # download, we want to also download other UIDs on the same thread, so
        # that you don't see incomplete thread views for the duration of the
        # sync. Given a 'seed set' of UIDs, this function returns a generator
        # which yields the 'expanded' set of UIDs to download.
        thrids = OrderedDict()
        for uid in sorted(uids, reverse=True):
            g_thrid = metadata[uid].g_thrid
            if g_thrid in thrids:
                thrids[g_thrid] = [uid]

        for g_thrid, uids in thrids.items():
            g_msgid = metadata[uids[0]].g_msgid
            # Because `uids` is ordered newest-to-oldest here, uids[0] is the
            # last UID on the thread. If g_thrid is equal to its g_msgid, that
            # means it's also the first UID on the thread. In that case, we can
            # skip thread expansion for greater sync throughput.
            if g_thrid != g_msgid:
                uids = set(uids).union(crispin_client.expand_thread(g_thrid))
            for uid in sorted(uids, reverse=True):
                yield uid
def getDbSeqRecord(db_record, id_field, seq_field, meta_fields=None, 
    Parses a database record into a SeqRecord

    db_record = a dictionary containing a database record
    id_field = the field containing identifiers
    seq_field = the field containing sequences
    meta_fields = a list of fields to add to sequence annotations
    delimiter = a tuple of delimiters for (fields, values, value lists) 

    a SeqRecord
    # Return None if ID or sequence fields are empty
    if not db_record[id_field] or not db_record[seq_field]:
        return None
    # Create description string
    desc_dict = OrderedDict([('ID', db_record[id_field])])
    if meta_fields is not None:
        desc_dict.update([(f, db_record[f]) for f in meta_fields if f in db_record]) 
    desc_str = flattenAnnotation(desc_dict, delimiter=delimiter)
    # Create SeqRecord
    seq_record = SeqRecord(Seq(db_record[seq_field], IUPAC.ambiguous_dna),
                           id=desc_str, name=desc_str, description='')
    return seq_record
def find_unique_entries(node):
  Find all uniquely named entries, without recursing through inner namespaces.

    node: a Section or InnerNamespace instance

    A sequence of MergedEntry nodes representing an entry

    This collapses multiple entries with the same fully qualified name into
    one entry (e.g. if there are multiple entries in different kinds).
  if not isinstance(node, metadata_model.Section) and    \
     not isinstance(node, metadata_model.InnerNamespace):
      raise TypeError("expected node to be a Section or InnerNamespace")

  d = OrderedDict()
  # remove the 'kinds' from the path between sec and the closest entries
  # then search the immediate children of the search path
  search_path = isinstance(node, metadata_model.Section) and node.kinds \
                or [node]
  for i in search_path:
      for entry in i.entries:
          d[entry.name] = entry

  for k,v in d.iteritems():
      yield v.merge()
def test():
    from collections import OrderedDict as StdlibOrderedDict

    ordered_dict = OrderedDict(((1, 'a'), (2, 'b'), (3, 'c')))
    stdlib_ordered_dict = StdlibOrderedDict(((1, 'a'), (2, 'b'), (3, 'c')))
    assert ordered_dict == stdlib_ordered_dict
    assert stdlib_ordered_dict == ordered_dict
    assert ordered_dict.items() == stdlib_ordered_dict.items()
    assert ordered_dict.keys() == stdlib_ordered_dict.keys()
    assert ordered_dict.values() == stdlib_ordered_dict.values()
    assert ordered_dict != stdlib_ordered_dict
    #assert stdlib_ordered_dict != ordered_dict
    assert ordered_dict.items() != stdlib_ordered_dict.items()
    assert ordered_dict.keys() != stdlib_ordered_dict.keys()
    assert ordered_dict.values() != stdlib_ordered_dict.values()
    del stdlib_ordered_dict[1]
    stdlib_ordered_dict[1] = 'a'
    assert ordered_dict == stdlib_ordered_dict
    assert stdlib_ordered_dict == ordered_dict
    assert ordered_dict.items() == stdlib_ordered_dict.items()
    assert ordered_dict.keys() == stdlib_ordered_dict.keys()
    assert ordered_dict.values() == stdlib_ordered_dict.values()
    assert ordered_dict == OrderedDict(stdlib_ordered_dict) == \
    assert ordered_dict == StdlibOrderedDict(ordered_dict) == \
Example #15
class akmers :
  def __init__(self) :
    self.mers = OrderedDict()
    self.smers_set = set()
  def get_mers(self) :
    return set(self.mers.keys())
  def update_smer_set(self) :
    self.smers_set = set(self.mers.keys())
  def add_mer(self, mer, count) :
    self.mers[mer] = count
  def remove_mer(self, mer) :
    del self.mers[mer]
  def has_mers(self) :
    if len(self.mers) > 0 and max(self.mers.values()) > 1 :
      return True
    else :
      return False
  def get_count(self, mer) :
    return self.mers[mer]
Example #16
    def getDependenciesRecursive(self,
                 available_components = None,
                            processed = None,
                          search_dirs = None,
                               target = None,
                       available_only = False,
                                 test = False
        ''' Get available and already installed components, don't check for
            remotely available components. See also

            Returns {component_name:component}
        components, errors = self.__getDependenciesRecursiveWithProvider(
           available_components = available_components,
                    search_dirs = search_dirs,
                         target = target,
                 traverse_links = True,
               update_installed = False,
                       provider = self.provideInstalled,
                           test = test
        for error in errors:
        if available_only:
            components = OrderedDict((k, v) for k, v in components.items() if v)
        return components
    def setUp(self):
        couch_uri = 'http://ovh23.depp.it:5984'
        self.couch_server = couchdb.Server(couch_uri)

        self.norm_couch = self.couch_server['bilanci_voci']
        self.simple_couch = self.couch_server['bilanci_simple']

        self.entrate_sections = OrderedDict([
            ('Accertamenti', 0),
            ('Riscossioni in conto competenza', 1),
            ('Riscossioni in conto residui', 2),

        self.spese_sections = OrderedDict([
            ('Impegni', 0),
            ('Pagamenti in conto competenza', 1),
            ('Pagamenti in conto residui', 2),

        (self.year, self.city) = self.code.split("_")
        self.normalized_doc_id = "{}_{}".format(self.year, self.city)
        self.simplified_doc_id = self.city
        self.norm_doc = self.norm_couch[self.normalized_doc_id]
        self.simp_doc = self.simple_couch[self.simplified_doc_id]

        self.logger = logging.getLogger('test')
Example #18
def list_releases(moniker=None, limit=0):
    List currently available releases.

    moniker -- kernel release moniker (e.g., mainline, stable, longterm, etc.).
    Defaults to everything
    limit -- maximum number of releases to list per moniker. Defaults to 0,
    which is no limit

    releases = get_releases()

    if moniker is None:
        releases_by_moniker = OrderedDict()

        for release in releases['releases']:
            releases_by_moniker.setdefault(release['moniker'], []).append(release)

        first = True
        for moniker, r in releases_by_moniker.items():
            if not first:
            first = False

            print('%s:' % moniker)
            for release in r[:limit] if limit > 0 else r:
        r = get_releases_by_moniker(releases, moniker)
        for release in r[:limit] if limit > 0 else r:
Example #19
def get_language_config(content_language=None):
    language = get_language()[:2]
    if content_language:
        content_language = content_language[:2]
        content_language = language

    config = {}
    config['language'] = language

    lang_names = OrderedDict()
    for lang, name in settings.LANGUAGES:
        if lang[:2] not in lang_names: lang_names[lang[:2]] = []
    sp_langs = []
    for lang, names in lang_names.items():
        if lang == content_language:
            default = '+'
            default = ''
        sp_langs.append(u'%s%s=%s' % (default, ' / '.join(names), lang))

    config['spellchecker_languages'] = ','.join(sp_langs)

    if content_language in settings.LANGUAGES_BIDI:
        config['directionality'] = 'rtl'
        config['directionality'] = 'ltr'

    if tinymce.settings.USE_SPELLCHECKER:
        config['spellchecker_rpc_url'] = reverse('tinymce.views.spell_check')

    return config
class _SlideCache(object):
    def __init__(self, cache_size, dz_opts):
        self.cache_size = cache_size
        self.dz_opts = dz_opts
        self._lock = Lock()
        self._cache = OrderedDict()

    def get(self, path):
        with self._lock:
            if path in self._cache:
                # Move to end of LRU
                slide = self._cache.pop(path)
                self._cache[path] = slide
                return slide

        osr = OpenSlide(path)
        slide = DeepZoomGenerator(osr, **self.dz_opts)
            mpp_x = osr.properties[openslide.PROPERTY_NAME_MPP_X]
            mpp_y = osr.properties[openslide.PROPERTY_NAME_MPP_Y]
            slide.mpp = (float(mpp_x) + float(mpp_y)) / 2
        except (KeyError, ValueError):
            slide.mpp = 0

        with self._lock:
            if path not in self._cache:
                if len(self._cache) == self.cache_size:
                self._cache[path] = slide
        return slide
Example #21
class LRUCache(object):

    def __init__(self, capacity):
        :type capacity: int
        self.dictionary = OrderedDict()
        self.capacity = capacity

    def get(self, key):
        :rtype: int
        if key in self.dictionary:
            temp = self.dictionary.pop(key)
            self.dictionary[key] = temp
            return temp
        else: return -1

    def set(self, key, value):
        :type key: int
        :type value: int
        :rtype: nothing
        if key in self.dictionary:
            self.dictionary[key] = value
            if len(self.dictionary) >= self.capacity:
                self.dictionary[key] = value
                self.dictionary[key] = value
Example #22
def get_fielddata(model_object, search_tables, field_information_filter=None, extra_properties=[]):
    returns an ordered dict of field_name->{value:value,fieldinformation:fi}
    to be used to display the item in the UI Detail views
    extra_properties are non-standard getters that wouldn't normally be returned (restricted fields)
    # dump(self.dataset)
    # data=model_to_dict(self.dataset)
    property_dict = get_properties(model_object)
    if len(extra_properties) > 0:
        for prop in extra_properties:
            property_dict[prop] = getattr(model_object, prop)
            logger.info(str(("got extra prop", prop, getattr(model_object, prop))))

    logger.debug(str(("property_dict", property_dict)))
    ui_dict = {}
    for field, value in property_dict.iteritems():
        logger.debug(str(("get_field_info", field)))
        details = {}
            fi = FieldInformation.manager.get_column_fieldinformation_by_priority(field, search_tables)

            if fi and (field_information_filter and field_information_filter(fi) or field_information_filter == None):
                details["fieldinformation"] = fi
                details["value"] = value
                ui_dict[field] = details
                # ui_dict[fi.get_verbose_name()] = value
                logger.debug(str(("field not shown in this view: ", field, value)))
        except (ObjectDoesNotExist, MultipleObjectsReturned, Exception) as e:
            logger.debug(str(("no field information defined for: ", field, value)))
    ui_dict = OrderedDict(sorted(ui_dict.items(), key=lambda x: x[1]["fieldinformation"].order))
    if logger.isEnabledFor(logging.DEBUG):
        logger.debug(str(("ui_dict", ui_dict)))
    return ui_dict
 def git_list(args, script_path):
     ariane_git_repos = OrderedDict(sorted(json.load(
         key=lambda t: t[0]))
     if args.addon:
         print("\nExisting Ariane addon git repositories :\n")
         print('{:40} {:110}'.format("Ariane git repository name", "Ariane git repository URL"))
         print('{:40} {:110}'.format("--------------------------", "-------------------------"))
         for key in ariane_git_repos.keys():
             git_repo = ariane_git_repos[key]
             if git_repo['type'] == "addon":
                 print('{:40} {:110}'.format(key, git_repo['url']))
     elif args.core:
         print("\nExisting Ariane core git repositories :\n")
         print('{:40} {:110}'.format("Ariane git repository name", "Ariane git repository URL"))
         print('{:40} {:110}'.format("--------------------------", "-------------------------"))
         for key in ariane_git_repos.keys():
             git_repo = ariane_git_repos[key]
             if git_repo['type'] == "core":
                 print('{:40} {:110}'.format(key, git_repo['url']))
         print("\nExisting Ariane git repositories :\n")
         print('{:40} {:110} {:25}'.format("Ariane git repository name", "Ariane git repository URL",
                                           "Ariane git repository type"))
         print('{:40} {:110} {:25}'.format("--------------------------", "-------------------------",
         for key in ariane_git_repos.keys():
             git_repo = ariane_git_repos[key]
             print('{:40} {:110} {:25}'.format(key, git_repo['url'], git_repo['type']))
Example #24
    def test_mqtt_subscribes_topics_on_connect(self):
        """Test subscription to topic on connect."""
        from collections import OrderedDict
        prev_topics = OrderedDict()
        prev_topics['topic/test'] = 1,
        prev_topics['home/sensor'] = 2,
        prev_topics['still/pending'] = None

        mqtt.MQTT_CLIENT.topics = prev_topics
        mqtt.MQTT_CLIENT.progress = {1: 'still/pending'}
        # Return values for subscribe calls (rc, mid)
        mqtt.MQTT_CLIENT._mqttc.subscribe.side_effect = ((0, 2), (0, 3))
        mqtt.MQTT_CLIENT._mqtt_on_connect(None, None, 0, 0)

        expected = [(topic, qos) for topic, qos in prev_topics.items()
                    if qos is not None]
            [call[1] for call in mqtt.MQTT_CLIENT._mqttc.subscribe.mock_calls])
            1: 'still/pending',
            2: 'topic/test',
            3: 'home/sensor',
        }, mqtt.MQTT_CLIENT.progress)
Example #25
def get_multipartite_form(multi_type, user):
    'It returns a form for the given multipartite'
    form_fields = OrderedDict()

    part_defs = PARTS_TO_ASSEMBLE[multi_type]
    for parts in part_defs:
        features = Feature.objects.filter(type__name=parts[0],
        features = filter_feature_by_user_perms(features, user)
        choices = features_to_choices(features)
        name = parts[0]
        form_fields[name] = forms.CharField(max_length=100,

    # last we need to add the vector to the form
    vector_choices = get_vector_choices(user)
    form_fields[VECTOR_TYPE_NAME] = forms.CharField(max_length=100,

    form = type('MultiPartiteForm', (forms.BaseForm,),
                {'base_fields': form_fields})
    for field_name in form_fields.keys():
        setattr(form, 'clean_{0}'.format(field_name),
    return form
 def insert(self,key,value,index=None,akey=None,bkey=None):
     if ((index is not None) and (isinstance(index, int))):
         if index<len(self.keys()):
             for i in self.iterkeys():
                 if self.indexofkey(i)<index:
                 elif self.indexofkey(i)>=index:
             for i in tmp1.items():
             for i in tmp2.items():
             return self
         if index==len(self.keys()):
     if akey is not None:
         if akey in self.iterkeys():               
             raise KeyError
     if bkey is not None:
         if bkey in self.iterkeys():
             self.insert(key, value, index=self.indexofkey(bkey))
             raise KeyError
    def get_error_messages(self, errors, question_descriptor_from="label"):

        question_errors = super(QuestionSummary, self).get_error_messages(

        boolean_list_questions = self.get('boolean_list_questions')
        boolean_list_values = self.get('value') or []

        if self.id in question_errors and self.type == 'boolean_list' and boolean_list_questions:
            # pad list of values to same length as boolean_list_questions
            boolean_list_values.extend([None] * (len(boolean_list_questions) - len(boolean_list_values)))

            for index, boolean_list_question in enumerate(boolean_list_questions):
                if not isinstance(boolean_list_values[index], bool):
                    # Each non-boolean value is an error
                    boolean_question_id = "{}-{}".format(self.id, index)
                    question_errors[boolean_question_id] = {
                        'input_name': boolean_question_id,
                        'message': question_errors[self.id]['message'],
                        'question': boolean_list_question

            question_errors[self.id] = True
            question_errors = OrderedDict([
                (k, question_errors[k]) for k in sorted(question_errors.keys())

        return question_errors
Example #28
    def parse_records(self, record):
        Parses the record set
        time_series = OrderedDict([
            ("X", {"Original": {}, "SDOF": {}}),
            ("Y", {"Original": {}, "SDOF": {}}),
            ("V", {"Original": {}, "SDOF": {}})])

        target_names = time_series.keys()
        for iloc, ifile in enumerate(self.input_files):
            if not os.path.exists(ifile):
                if iloc < 2:
                    # Expected horizontal component is missing - raise error
                    raise ValueError("Horizontal record %s is expected but "
                        "not found!" % ifile)
                    print "Vertical record file %s not found" % ifile
                    del time_series["V"]
                time_series[target_names[iloc]]["Original"] = \
                    self._parse_time_history(ifile, record.xrecord.units)
        if iloc < 2:
            del time_series["V"]

        return time_series
Example #29
def combine(**kwargs):
  """Generate combinations based on its keyword arguments.

  Two sets of returned combinations can be concatenated using +.  Their product
  can be computed using `times()`.

    **kwargs: keyword arguments of form `option=[possibilities, ...]`
         or `option=the_only_possibility`.

    a list of dictionaries for each combination. Keys in the dictionaries are
    the keyword argument names.  Each key has one value - one of the
    corresponding keyword argument values.
  if not kwargs:
    return [OrderedDict()]

  sort_by_key = lambda k: k[0][0]
  kwargs = OrderedDict(sorted(kwargs.items(), key=sort_by_key))
  first = list(kwargs.items())[0]

  rest = dict(list(kwargs.items())[1:])
  rest_combined = combine(**rest)

  key = first[0]
  values = first[1]
  if not isinstance(values, list):
    values = [values]

  return [
      OrderedDict(sorted(list(combined.items()) + [(key, v)], key=sort_by_key))
      for v in values
      for combined in rest_combined
Example #30
    def __init__(self, data, label=None, batch_size=1, shuffle=False,
                 last_batch_handle='pad', data_name='data',
        super(NDArrayIter, self).__init__(batch_size)

        self.data = _init_data(data, allow_empty=False, default_name=data_name)
        self.label = _init_data(label, allow_empty=True, default_name=label_name)

        # shuffle data
        if shuffle:
            idx = np.arange(self.data[0][1].shape[0])
            self.data = [(k, array(v.asnumpy()[idx], v.context)) for k, v in self.data]
            self.label = [(k, array(v.asnumpy()[idx], v.context)) for k, v in self.label]

        # batching
        if last_batch_handle == 'discard':
            new_n = self.data[0][1].shape[0] - self.data[0][1].shape[0] % batch_size
            data_dict = OrderedDict(self.data)
            label_dict = OrderedDict(self.label)
            for k, _ in self.data:
                data_dict[k] = data_dict[k][:new_n]
            for k, _ in self.label:
                label_dict[k] = label_dict[k][:new_n]
            self.data = data_dict.items()
            self.label = label_dict.items()

        self.data_list = [x[1] for x in self.data] + [x[1] for x in self.label]
        self.num_source = len(self.data_list)
        self.num_data = self.data_list[0].shape[0]
        assert self.num_data >= batch_size, \
            "batch_size need to be smaller than data size."
        self.cursor = -batch_size
        self.batch_size = batch_size
        self.last_batch_handle = last_batch_handle