Total Complexity | 47 |
Total Lines | 259 |
Duplicated Lines | 79.92 % |
Changes | 0 |
Duplicate code is one of the most pungent code smells. A rule that is often used is to re-structure code once it is duplicated in three or more places.
Common duplication problems, and corresponding solutions are:
Complex classes like awips.dataaccess.ThriftClientRouter often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes.
Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.
1 | # |
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2 | # Routes requests to the Data Access Framework through Python Thrift. |
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3 | # |
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4 | # |
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5 | # |
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6 | # SOFTWARE HISTORY |
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7 | # |
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8 | # Date Ticket# Engineer Description |
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9 | # ------------ ---------- ----------- -------------------------- |
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10 | # 05/21/13 2023 dgilling Initial Creation. |
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11 | # 01/06/14 2537 bsteffen Share geometry WKT. |
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12 | # 03/03/14 2673 bsteffen Add ability to query only ref times. |
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13 | # 07/22/14 3185 njensen Added optional/default args to newDataRequest |
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14 | # 07/23/14 3185 njensen Added new methods |
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15 | # 07/30/14 3185 njensen Renamed valid identifiers to optional |
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16 | # 06/30/15 4569 nabowle Use hex WKB for geometries. |
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17 | # 04/13/15 5379 tgurney Add getIdentifierValues() |
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18 | # 06/01/16 5587 tgurney Add new signatures for |
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19 | # getRequiredIdentifiers() and |
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20 | # getOptionalIdentifiers() |
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21 | # 08/01/16 2416 tgurney Add getNotificationFilter() |
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22 | # 10/13/16 5916 bsteffen Correct grid shape, allow lazy grid lat/lon |
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23 | # 10/26/16 5919 njensen Speed up geometry creation in getGeometryData() |
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24 | # |
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25 | |||
26 | |||
27 | import numpy |
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28 | import six |
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29 | import shapely.wkb |
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30 | |||
31 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.impl import DefaultDataRequest |
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32 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetAvailableLocationNamesRequest |
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33 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetAvailableTimesRequest |
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34 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetGeometryDataRequest |
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35 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetGridDataRequest |
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36 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetGridLatLonRequest |
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37 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetAvailableParametersRequest |
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38 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetAvailableLevelsRequest |
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39 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetRequiredIdentifiersRequest |
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40 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetOptionalIdentifiersRequest |
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41 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetIdentifierValuesRequest |
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42 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetSupportedDatatypesRequest |
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43 | from dynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.request import GetNotificationFilterRequest |
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44 | |||
45 | from awips import ThriftClient |
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46 | from awips.dataaccess import PyGeometryData |
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47 | from awips.dataaccess import PyGridData |
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48 | |||
49 | |||
50 | View Code Duplication | class LazyGridLatLon(object): |
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51 | |||
52 | def __init__(self, client, nx, ny, envelope, crsWkt): |
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53 | self._latLonGrid = None |
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54 | self._client = client |
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55 | self._request = GetGridLatLonRequest() |
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56 | self._request.setNx(nx) |
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57 | self._request.setNy(ny) |
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58 | self._request.setEnvelope(envelope) |
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59 | self._request.setCrsWkt(crsWkt) |
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60 | |||
61 | def __call__(self): |
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62 | # Its important that the data is cached internally so that if multiple |
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63 | # GridData are sharing the same delegate then they can also share a |
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64 | # single request for the LatLon information. |
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65 | if self._latLonGrid is None: |
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66 | response = self._client.sendRequest(self._request) |
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67 | nx = response.getNx() |
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68 | ny = response.getNy() |
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69 | latData = numpy.reshape(numpy.array(response.getLats()), (ny, nx)) |
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70 | lonData = numpy.reshape(numpy.array(response.getLons()), (ny, nx)) |
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71 | self._latLonGrid = (lonData, latData) |
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72 | return self._latLonGrid |
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73 | |||
74 | |||
75 | View Code Duplication | class ThriftClientRouter(object): |
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76 | |||
77 | def __init__(self, host='localhost'): |
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78 | self._client = ThriftClient.ThriftClient(host) |
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79 | self._lazyLoadGridLatLon = False |
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80 | |||
81 | def setLazyLoadGridLatLon(self, lazyLoadGridLatLon): |
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82 | self._lazyLoadGridLatLon = lazyLoadGridLatLon |
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83 | |||
84 | def getAvailableTimes(self, request, refTimeOnly): |
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85 | timesRequest = GetAvailableTimesRequest() |
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86 | timesRequest.setRequestParameters(request) |
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87 | timesRequest.setRefTimeOnly(refTimeOnly) |
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88 | response = self._client.sendRequest(timesRequest) |
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89 | return response |
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90 | |||
91 | def getGridData(self, request, times): |
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92 | gridDataRequest = GetGridDataRequest() |
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93 | gridDataRequest.setIncludeLatLonData(not self._lazyLoadGridLatLon) |
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94 | gridDataRequest.setRequestParameters(request) |
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95 | # if we have an iterable times instance, then the user must have asked |
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96 | # for grid data with the List of DataTime objects |
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97 | # else, we assume it was a single TimeRange that was meant for the |
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98 | # request |
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99 | try: |
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100 | iter(times) |
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101 | gridDataRequest.setRequestedTimes(times) |
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102 | except TypeError: |
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103 | gridDataRequest.setRequestedPeriod(times) |
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104 | response = self._client.sendRequest(gridDataRequest) |
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105 | |||
106 | locSpecificData = {} |
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107 | locNames = list(response.getSiteNxValues().keys()) |
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108 | for location in locNames: |
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109 | nx = response.getSiteNxValues()[location] |
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110 | ny = response.getSiteNyValues()[location] |
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111 | if self._lazyLoadGridLatLon: |
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112 | envelope = response.getSiteEnvelopes()[location] |
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113 | crsWkt = response.getSiteCrsWkt()[location] |
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114 | delegate = LazyGridLatLon( |
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115 | self._client, nx, ny, envelope, crsWkt) |
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116 | locSpecificData[location] = (nx, ny, delegate) |
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117 | else: |
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118 | latData = numpy.reshape(numpy.array( |
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119 | response.getSiteLatGrids()[location]), (ny, nx)) |
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120 | lonData = numpy.reshape(numpy.array( |
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121 | response.getSiteLonGrids()[location]), (ny, nx)) |
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122 | locSpecificData[location] = (nx, ny, (lonData, latData)) |
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123 | retVal = [] |
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124 | for gridDataRecord in response.getGridData(): |
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125 | locationName = gridDataRecord.getLocationName() |
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126 | if locationName is not None: |
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127 | if six.PY2: |
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128 | locData = locSpecificData[locationName] |
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129 | else: |
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130 | locData = locSpecificData[locationName.encode('utf-8')] |
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131 | else: |
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132 | locData = locSpecificData[locationName] |
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133 | if self._lazyLoadGridLatLon: |
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134 | retVal.append(PyGridData.PyGridData(gridDataRecord, locData[ |
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135 | 0], locData[1], latLonDelegate=locData[2])) |
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136 | else: |
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137 | retVal.append(PyGridData.PyGridData( |
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138 | gridDataRecord, locData[0], locData[1], locData[2])) |
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139 | return retVal |
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140 | |||
141 | def getGeometryData(self, request, times): |
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142 | geoDataRequest = GetGeometryDataRequest() |
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143 | geoDataRequest.setRequestParameters(request) |
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144 | # if we have an iterable times instance, then the user must have asked |
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145 | # for geometry data with the List of DataTime objects |
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146 | # else, we assume it was a single TimeRange that was meant for the |
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147 | # request |
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148 | try: |
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149 | iter(times) |
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150 | geoDataRequest.setRequestedTimes(times) |
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151 | except TypeError: |
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152 | geoDataRequest.setRequestedPeriod(times) |
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153 | response = self._client.sendRequest(geoDataRequest) |
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154 | geometries = [] |
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155 | for wkb in response.getGeometryWKBs(): |
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156 | # the wkb is a numpy.ndarray of dtype int8 |
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157 | # convert the bytearray to a byte string and load it |
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158 | geometries.append(shapely.wkb.loads(wkb.tostring())) |
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159 | |||
160 | retVal = [] |
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161 | for geoDataRecord in response.getGeoData(): |
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162 | geom = geometries[geoDataRecord.getGeometryWKBindex()] |
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163 | retVal.append(PyGeometryData.PyGeometryData(geoDataRecord, geom)) |
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164 | return retVal |
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165 | |||
166 | def getAvailableLocationNames(self, request): |
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167 | locNamesRequest = GetAvailableLocationNamesRequest() |
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168 | locNamesRequest.setRequestParameters(request) |
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169 | response = self._client.sendRequest(locNamesRequest) |
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170 | if six.PY2: |
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171 | return response |
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172 | if response is not None: |
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173 | return [x.decode('utf-8') for x in response] |
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174 | return response |
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175 | |||
176 | def getAvailableParameters(self, request): |
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177 | paramReq = GetAvailableParametersRequest() |
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178 | paramReq.setRequestParameters(request) |
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179 | response = self._client.sendRequest(paramReq) |
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180 | if six.PY2: |
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181 | return response |
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182 | if response is not None: |
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183 | return [x.decode('utf-8') for x in response] |
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184 | return response |
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185 | |||
186 | def getAvailableLevels(self, request): |
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187 | levelReq = GetAvailableLevelsRequest() |
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188 | levelReq.setRequestParameters(request) |
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189 | response = self._client.sendRequest(levelReq) |
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190 | return response |
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191 | |||
192 | def getRequiredIdentifiers(self, request): |
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193 | if str(request) == request: |
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194 | # Handle old version getRequiredIdentifiers(str) |
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195 | request = self.newDataRequest(request) |
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196 | idReq = GetRequiredIdentifiersRequest() |
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197 | idReq.setRequest(request) |
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198 | response = self._client.sendRequest(idReq) |
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199 | if six.PY2: |
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200 | return response |
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201 | if response is not None: |
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202 | return [x.decode('utf-8') for x in response] |
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203 | return response |
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204 | |||
205 | def getOptionalIdentifiers(self, request): |
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206 | if str(request) == request: |
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207 | # Handle old version getOptionalIdentifiers(str) |
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208 | request = self.newDataRequest(request) |
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209 | idReq = GetOptionalIdentifiersRequest() |
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210 | idReq.setRequest(request) |
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211 | response = self._client.sendRequest(idReq) |
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212 | if six.PY2: |
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213 | return response |
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214 | if response is not None: |
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215 | return [x.decode('utf-8') for x in response] |
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216 | return response |
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217 | |||
218 | def getIdentifierValues(self, request, identifierKey): |
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219 | idValReq = GetIdentifierValuesRequest() |
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220 | idValReq.setIdentifierKey(identifierKey) |
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221 | idValReq.setRequestParameters(request) |
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222 | response = self._client.sendRequest(idValReq) |
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223 | if six.PY2: |
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224 | return response |
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225 | if response is not None: |
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226 | return [x.decode('utf-8') for x in response] |
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227 | return response |
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228 | |||
229 | def newDataRequest(self, datatype, parameters=[], levels=[], locationNames=[], envelope=None, **kwargs): |
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1 ignored issue
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230 | req = DefaultDataRequest() |
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231 | if datatype: |
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232 | req.setDatatype(datatype) |
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233 | if parameters: |
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234 | req.setParameters(*parameters) |
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235 | if levels: |
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236 | req.setLevels(*levels) |
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237 | if locationNames: |
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238 | req.setLocationNames(*locationNames) |
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239 | if envelope: |
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240 | req.setEnvelope(envelope) |
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241 | if kwargs: |
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242 | # any args leftover are assumed to be identifiers |
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243 | req.identifiers = kwargs |
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244 | return req |
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245 | |||
246 | def getSupportedDatatypes(self): |
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247 | response = self._client.sendRequest(GetSupportedDatatypesRequest()) |
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248 | if six.PY2: |
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249 | return response |
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250 | if response is not None: |
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251 | return [x.decode('utf-8') for x in response] |
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252 | return response |
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253 | |||
254 | def getNotificationFilter(self, request): |
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255 | notifReq = GetNotificationFilterRequest() |
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256 | notifReq.setRequestParameters(request) |
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257 | response = self._client.sendRequest(notifReq) |
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258 | return response |
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259 |
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