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Reworked Schedule Generating Algorithm

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MSefaKeskin
2025-12-20 21:19:41 +03:00
parent 93717da8f3
commit 7db98ab32e
5 changed files with 564 additions and 325 deletions
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sampleData/sampleData_AllAttendanceLists.csv
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@@ -1,59 +1,89 @@
CourseCode_01
['Std_ID_170', 'Std_ID_077', 'Std_ID_097', 'Std_ID_202', 'Std_ID_080', 'Std_ID_126', 'Std_ID_112', 'Std_ID_175', 'Std_ID_180', 'Std_ID_139', 'Std_ID_181', 'Std_ID_222', 'Std_ID_243', 'Std_ID_167', 'Std_ID_136', 'Std_ID_021', 'Std_ID_041', 'Std_ID_231', 'Std_ID_062', 'Std_ID_138', 'Std_ID_236', 'Std_ID_221', 'Std_ID_006', 'Std_ID_135', 'Std_ID_209', 'Std_ID_239', 'Std_ID_043', 'Std_ID_182', 'Std_ID_246', 'Std_ID_083', 'Std_ID_056', 'Std_ID_047', 'Std_ID_193', 'Std_ID_107', 'Std_ID_216', 'Std_ID_005', 'Std_ID_096', 'Std_ID_140', 'Std_ID_233', 'Std_ID_168']
['Std_ID_001', 'Std_ID_005', 'Std_ID_009', 'Std_ID_013', 'Std_ID_017', 'Std_ID_021', 'Std_ID_025', 'Std_ID_029', 'Std_ID_033', 'Std_ID_037', 'Std_ID_041', 'Std_ID_045', 'Std_ID_049', 'Std_ID_053', 'Std_ID_057', 'Std_ID_061', 'Std_ID_065', 'Std_ID_069', 'Std_ID_073', 'Std_ID_077', 'Std_ID_081', 'Std_ID_085', 'Std_ID_089', 'Std_ID_093', 'Std_ID_097', 'Std_ID_101', 'Std_ID_105', 'Std_ID_109', 'Std_ID_113', 'Std_ID_117', 'Std_ID_121', 'Std_ID_125', 'Std_ID_400', 'Std_ID_405', 'Std_ID_410']
CourseCode_02
['Std_ID_238', 'Std_ID_132', 'Std_ID_079', 'Std_ID_139', 'Std_ID_116', 'Std_ID_093', 'Std_ID_190', 'Std_ID_121', 'Std_ID_108', 'Std_ID_005', 'Std_ID_210', 'Std_ID_018', 'Std_ID_152', 'Std_ID_033', 'Std_ID_199', 'Std_ID_073', 'Std_ID_193', 'Std_ID_220', 'Std_ID_222', 'Std_ID_188', 'Std_ID_217', 'Std_ID_008', 'Std_ID_123', 'Std_ID_159', 'Std_ID_227', 'Std_ID_136', 'Std_ID_187', 'Std_ID_216', 'Std_ID_056', 'Std_ID_026', 'Std_ID_099', 'Std_ID_146', 'Std_ID_055', 'Std_ID_057', 'Std_ID_035', 'Std_ID_049', 'Std_ID_144', 'Std_ID_232', 'Std_ID_098', 'Std_ID_058']
['Std_ID_002', 'Std_ID_006', 'Std_ID_010', 'Std_ID_014', 'Std_ID_018', 'Std_ID_022', 'Std_ID_026', 'Std_ID_030', 'Std_ID_034', 'Std_ID_038', 'Std_ID_042', 'Std_ID_046', 'Std_ID_050', 'Std_ID_054', 'Std_ID_058', 'Std_ID_062', 'Std_ID_066', 'Std_ID_070', 'Std_ID_074', 'Std_ID_078', 'Std_ID_082', 'Std_ID_086', 'Std_ID_090', 'Std_ID_094', 'Std_ID_098', 'Std_ID_102', 'Std_ID_106', 'Std_ID_110', 'Std_ID_114', 'Std_ID_118', 'Std_ID_122', 'Std_ID_126', 'Std_ID_401', 'Std_ID_406', 'Std_ID_411']
CourseCode_03
['Std_ID_098', 'Std_ID_070', 'Std_ID_049', 'Std_ID_191', 'Std_ID_109', 'Std_ID_196', 'Std_ID_209', 'Std_ID_189', 'Std_ID_039', 'Std_ID_219', 'Std_ID_009', 'Std_ID_033', 'Std_ID_059', 'Std_ID_174', 'Std_ID_169', 'Std_ID_122', 'Std_ID_057', 'Std_ID_249', 'Std_ID_142', 'Std_ID_229', 'Std_ID_038', 'Std_ID_132', 'Std_ID_140', 'Std_ID_081', 'Std_ID_243', 'Std_ID_150', 'Std_ID_099', 'Std_ID_224', 'Std_ID_097', 'Std_ID_193', 'Std_ID_043', 'Std_ID_055', 'Std_ID_061', 'Std_ID_212', 'Std_ID_205', 'Std_ID_146', 'Std_ID_100', 'Std_ID_149', 'Std_ID_116', 'Std_ID_233']
['Std_ID_003', 'Std_ID_007', 'Std_ID_011', 'Std_ID_015', 'Std_ID_019', 'Std_ID_023', 'Std_ID_027', 'Std_ID_031', 'Std_ID_035', 'Std_ID_039', 'Std_ID_043', 'Std_ID_047', 'Std_ID_051', 'Std_ID_055', 'Std_ID_059', 'Std_ID_063', 'Std_ID_067', 'Std_ID_071', 'Std_ID_075', 'Std_ID_079', 'Std_ID_083', 'Std_ID_087', 'Std_ID_091', 'Std_ID_095', 'Std_ID_099', 'Std_ID_103', 'Std_ID_107', 'Std_ID_111', 'Std_ID_115', 'Std_ID_119', 'Std_ID_123', 'Std_ID_127', 'Std_ID_402', 'Std_ID_407', 'Std_ID_412']
CourseCode_04
['Std_ID_142', 'Std_ID_085', 'Std_ID_103', 'Std_ID_059', 'Std_ID_243', 'Std_ID_106', 'Std_ID_069', 'Std_ID_014', 'Std_ID_015', 'Std_ID_088', 'Std_ID_136', 'Std_ID_020', 'Std_ID_097', 'Std_ID_190', 'Std_ID_194', 'Std_ID_201', 'Std_ID_125', 'Std_ID_182', 'Std_ID_138', 'Std_ID_105', 'Std_ID_076', 'Std_ID_007', 'Std_ID_066', 'Std_ID_189', 'Std_ID_129', 'Std_ID_133', 'Std_ID_034', 'Std_ID_130', 'Std_ID_247', 'Std_ID_024', 'Std_ID_027', 'Std_ID_115', 'Std_ID_064', 'Std_ID_132', 'Std_ID_113', 'Std_ID_118', 'Std_ID_162', 'Std_ID_154', 'Std_ID_181', 'Std_ID_114']
['Std_ID_004', 'Std_ID_008', 'Std_ID_012', 'Std_ID_016', 'Std_ID_020', 'Std_ID_024', 'Std_ID_028', 'Std_ID_032', 'Std_ID_036', 'Std_ID_040', 'Std_ID_044', 'Std_ID_048', 'Std_ID_052', 'Std_ID_056', 'Std_ID_060', 'Std_ID_064', 'Std_ID_068', 'Std_ID_072', 'Std_ID_076', 'Std_ID_080', 'Std_ID_084', 'Std_ID_088', 'Std_ID_092', 'Std_ID_096', 'Std_ID_100', 'Std_ID_104', 'Std_ID_108', 'Std_ID_112', 'Std_ID_116', 'Std_ID_120', 'Std_ID_124', 'Std_ID_128', 'Std_ID_403', 'Std_ID_408', 'Std_ID_413']
CourseCode_05
['Std_ID_203', 'Std_ID_236', 'Std_ID_192', 'Std_ID_198', 'Std_ID_213', 'Std_ID_147', 'Std_ID_051', 'Std_ID_095', 'Std_ID_226', 'Std_ID_077', 'Std_ID_230', 'Std_ID_035', 'Std_ID_142', 'Std_ID_195', 'Std_ID_182', 'Std_ID_064', 'Std_ID_229', 'Std_ID_239', 'Std_ID_119', 'Std_ID_231', 'Std_ID_217', 'Std_ID_054', 'Std_ID_163', 'Std_ID_148', 'Std_ID_249', 'Std_ID_068', 'Std_ID_202', 'Std_ID_225', 'Std_ID_101', 'Std_ID_126', 'Std_ID_150', 'Std_ID_197', 'Std_ID_025', 'Std_ID_140', 'Std_ID_124', 'Std_ID_053', 'Std_ID_075', 'Std_ID_074', 'Std_ID_243', 'Std_ID_169']
['Std_ID_001', 'Std_ID_002', 'Std_ID_005', 'Std_ID_006', 'Std_ID_009', 'Std_ID_010', 'Std_ID_013', 'Std_ID_014', 'Std_ID_017', 'Std_ID_018', 'Std_ID_021', 'Std_ID_022', 'Std_ID_025', 'Std_ID_026', 'Std_ID_029', 'Std_ID_030', 'Std_ID_033', 'Std_ID_034', 'Std_ID_037', 'Std_ID_038', 'Std_ID_041', 'Std_ID_042', 'Std_ID_045', 'Std_ID_046', 'Std_ID_049', 'Std_ID_050', 'Std_ID_053', 'Std_ID_054', 'Std_ID_057', 'Std_ID_058', 'Std_ID_061', 'Std_ID_062', 'Std_ID_065', 'Std_ID_066', 'Std_ID_069', 'Std_ID_070', 'Std_ID_073', 'Std_ID_404', 'Std_ID_409', 'Std_ID_414']
CourseCode_06
['Std_ID_129', 'Std_ID_175', 'Std_ID_049', 'Std_ID_238', 'Std_ID_056', 'Std_ID_187', 'Std_ID_064', 'Std_ID_151', 'Std_ID_201', 'Std_ID_022', 'Std_ID_169', 'Std_ID_220', 'Std_ID_147', 'Std_ID_223', 'Std_ID_011', 'Std_ID_053', 'Std_ID_166', 'Std_ID_111', 'Std_ID_219', 'Std_ID_112', 'Std_ID_203', 'Std_ID_054', 'Std_ID_106', 'Std_ID_025', 'Std_ID_073', 'Std_ID_234', 'Std_ID_027', 'Std_ID_215', 'Std_ID_028', 'Std_ID_208', 'Std_ID_192', 'Std_ID_172', 'Std_ID_015', 'Std_ID_164', 'Std_ID_110', 'Std_ID_010', 'Std_ID_078', 'Std_ID_006', 'Std_ID_204', 'Std_ID_029']
['Std_ID_003', 'Std_ID_004', 'Std_ID_007', 'Std_ID_008', 'Std_ID_011', 'Std_ID_012', 'Std_ID_015', 'Std_ID_016', 'Std_ID_019', 'Std_ID_020', 'Std_ID_023', 'Std_ID_024', 'Std_ID_027', 'Std_ID_028', 'Std_ID_031', 'Std_ID_032', 'Std_ID_035', 'Std_ID_036', 'Std_ID_039', 'Std_ID_040', 'Std_ID_043', 'Std_ID_044', 'Std_ID_047', 'Std_ID_048', 'Std_ID_051', 'Std_ID_052', 'Std_ID_055', 'Std_ID_056', 'Std_ID_059', 'Std_ID_060', 'Std_ID_063', 'Std_ID_064', 'Std_ID_067', 'Std_ID_068', 'Std_ID_071', 'Std_ID_072', 'Std_ID_075']
CourseCode_07
['Std_ID_040', 'Std_ID_102', 'Std_ID_186', 'Std_ID_206', 'Std_ID_113', 'Std_ID_135', 'Std_ID_145', 'Std_ID_165', 'Std_ID_028', 'Std_ID_235', 'Std_ID_144', 'Std_ID_085', 'Std_ID_026', 'Std_ID_203', 'Std_ID_231', 'Std_ID_124', 'Std_ID_190', 'Std_ID_089', 'Std_ID_074', 'Std_ID_222', 'Std_ID_179', 'Std_ID_127', 'Std_ID_041', 'Std_ID_133', 'Std_ID_181', 'Std_ID_095', 'Std_ID_034', 'Std_ID_219', 'Std_ID_148', 'Std_ID_037', 'Std_ID_061', 'Std_ID_188', 'Std_ID_171', 'Std_ID_238', 'Std_ID_242', 'Std_ID_029', 'Std_ID_182', 'Std_ID_072', 'Std_ID_161', 'Std_ID_093']
['Std_ID_076', 'Std_ID_077', 'Std_ID_078', 'Std_ID_079', 'Std_ID_080', 'Std_ID_081', 'Std_ID_082', 'Std_ID_083', 'Std_ID_084', 'Std_ID_085', 'Std_ID_086', 'Std_ID_087', 'Std_ID_088', 'Std_ID_089', 'Std_ID_090', 'Std_ID_091', 'Std_ID_092', 'Std_ID_093', 'Std_ID_094', 'Std_ID_095', 'Std_ID_096', 'Std_ID_097', 'Std_ID_098', 'Std_ID_099', 'Std_ID_100', 'Std_ID_101', 'Std_ID_102', 'Std_ID_103', 'Std_ID_104', 'Std_ID_105', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108', 'Std_ID_109', 'Std_ID_110', 'Std_ID_111', 'Std_ID_112', 'Std_ID_113', 'Std_ID_114', 'Std_ID_115', 'Std_ID_116', 'Std_ID_117', 'Std_ID_118', 'Std_ID_119', 'Std_ID_120', 'Std_ID_121', 'Std_ID_122', 'Std_ID_123', 'Std_ID_124', 'Std_ID_125', 'Std_ID_126', 'Std_ID_127', 'Std_ID_128']
CourseCode_08
['Std_ID_009', 'Std_ID_108', 'Std_ID_116', 'Std_ID_111', 'Std_ID_058', 'Std_ID_086', 'Std_ID_128', 'Std_ID_106', 'Std_ID_187', 'Std_ID_115', 'Std_ID_101', 'Std_ID_096', 'Std_ID_063', 'Std_ID_192', 'Std_ID_091', 'Std_ID_195', 'Std_ID_236', 'Std_ID_039', 'Std_ID_042', 'Std_ID_052', 'Std_ID_032', 'Std_ID_137', 'Std_ID_181', 'Std_ID_071', 'Std_ID_127', 'Std_ID_130', 'Std_ID_089', 'Std_ID_165', 'Std_ID_175', 'Std_ID_207', 'Std_ID_121', 'Std_ID_233', 'Std_ID_033', 'Std_ID_080', 'Std_ID_240', 'Std_ID_152', 'Std_ID_209', 'Std_ID_050', 'Std_ID_017', 'Std_ID_075']
['Std_ID_129', 'Std_ID_133', 'Std_ID_137', 'Std_ID_141', 'Std_ID_145', 'Std_ID_149', 'Std_ID_153', 'Std_ID_157', 'Std_ID_161', 'Std_ID_165', 'Std_ID_169', 'Std_ID_173', 'Std_ID_177', 'Std_ID_181', 'Std_ID_185', 'Std_ID_189', 'Std_ID_193', 'Std_ID_197', 'Std_ID_201', 'Std_ID_205', 'Std_ID_209', 'Std_ID_213', 'Std_ID_217', 'Std_ID_221', 'Std_ID_225', 'Std_ID_229', 'Std_ID_233', 'Std_ID_237', 'Std_ID_241', 'Std_ID_245', 'Std_ID_249', 'Std_ID_253', 'Std_ID_050', 'Std_ID_051', 'Std_ID_052']
CourseCode_09
['Std_ID_043', 'Std_ID_203', 'Std_ID_040', 'Std_ID_163', 'Std_ID_142', 'Std_ID_137', 'Std_ID_220', 'Std_ID_126', 'Std_ID_032', 'Std_ID_157', 'Std_ID_159', 'Std_ID_219', 'Std_ID_175', 'Std_ID_015', 'Std_ID_177', 'Std_ID_217', 'Std_ID_008', 'Std_ID_070', 'Std_ID_048', 'Std_ID_033', 'Std_ID_188', 'Std_ID_078', 'Std_ID_097', 'Std_ID_121', 'Std_ID_183', 'Std_ID_016', 'Std_ID_181', 'Std_ID_080', 'Std_ID_119', 'Std_ID_206', 'Std_ID_093', 'Std_ID_195', 'Std_ID_002', 'Std_ID_098', 'Std_ID_200', 'Std_ID_090', 'Std_ID_167', 'Std_ID_088', 'Std_ID_041', 'Std_ID_164']
['Std_ID_130', 'Std_ID_134', 'Std_ID_138', 'Std_ID_142', 'Std_ID_146', 'Std_ID_150', 'Std_ID_154', 'Std_ID_158', 'Std_ID_162', 'Std_ID_166', 'Std_ID_170', 'Std_ID_174', 'Std_ID_178', 'Std_ID_182', 'Std_ID_186', 'Std_ID_190', 'Std_ID_194', 'Std_ID_198', 'Std_ID_202', 'Std_ID_206', 'Std_ID_210', 'Std_ID_214', 'Std_ID_218', 'Std_ID_222', 'Std_ID_226', 'Std_ID_230', 'Std_ID_234', 'Std_ID_238', 'Std_ID_242', 'Std_ID_246', 'Std_ID_250', 'Std_ID_254', 'Std_ID_053', 'Std_ID_054', 'Std_ID_055']
CourseCode_10
['Std_ID_229', 'Std_ID_167', 'Std_ID_228', 'Std_ID_193', 'Std_ID_025', 'Std_ID_205', 'Std_ID_163', 'Std_ID_225', 'Std_ID_194', 'Std_ID_240', 'Std_ID_247', 'Std_ID_233', 'Std_ID_181', 'Std_ID_121', 'Std_ID_152', 'Std_ID_131', 'Std_ID_026', 'Std_ID_217', 'Std_ID_124', 'Std_ID_010', 'Std_ID_054', 'Std_ID_129', 'Std_ID_003', 'Std_ID_211', 'Std_ID_090', 'Std_ID_092', 'Std_ID_024', 'Std_ID_144', 'Std_ID_201', 'Std_ID_049', 'Std_ID_171', 'Std_ID_082', 'Std_ID_136', 'Std_ID_042', 'Std_ID_224', 'Std_ID_027', 'Std_ID_021', 'Std_ID_160', 'Std_ID_235', 'Std_ID_072']
['Std_ID_131', 'Std_ID_135', 'Std_ID_139', 'Std_ID_143', 'Std_ID_147', 'Std_ID_151', 'Std_ID_155', 'Std_ID_159', 'Std_ID_163', 'Std_ID_167', 'Std_ID_171', 'Std_ID_175', 'Std_ID_179', 'Std_ID_183', 'Std_ID_187', 'Std_ID_191', 'Std_ID_195', 'Std_ID_199', 'Std_ID_203', 'Std_ID_207', 'Std_ID_211', 'Std_ID_215', 'Std_ID_219', 'Std_ID_223', 'Std_ID_227', 'Std_ID_231', 'Std_ID_235', 'Std_ID_239', 'Std_ID_243', 'Std_ID_247', 'Std_ID_251', 'Std_ID_255', 'Std_ID_056', 'Std_ID_057', 'Std_ID_058']
CourseCode_11
['Std_ID_208', 'Std_ID_237', 'Std_ID_061', 'Std_ID_133', 'Std_ID_119', 'Std_ID_132', 'Std_ID_168', 'Std_ID_238', 'Std_ID_170', 'Std_ID_190', 'Std_ID_066', 'Std_ID_093', 'Std_ID_243', 'Std_ID_148', 'Std_ID_205', 'Std_ID_033', 'Std_ID_078', 'Std_ID_191', 'Std_ID_111', 'Std_ID_090', 'Std_ID_079', 'Std_ID_083', 'Std_ID_086', 'Std_ID_020', 'Std_ID_029', 'Std_ID_022', 'Std_ID_131', 'Std_ID_071', 'Std_ID_055', 'Std_ID_141', 'Std_ID_049', 'Std_ID_115', 'Std_ID_202', 'Std_ID_122', 'Std_ID_075', 'Std_ID_222', 'Std_ID_149', 'Std_ID_021', 'Std_ID_018', 'Std_ID_124']
['Std_ID_132', 'Std_ID_136', 'Std_ID_140', 'Std_ID_144', 'Std_ID_148', 'Std_ID_152', 'Std_ID_156', 'Std_ID_160', 'Std_ID_164', 'Std_ID_168', 'Std_ID_172', 'Std_ID_176', 'Std_ID_180', 'Std_ID_184', 'Std_ID_188', 'Std_ID_192', 'Std_ID_196', 'Std_ID_200', 'Std_ID_204', 'Std_ID_208', 'Std_ID_212', 'Std_ID_216', 'Std_ID_220', 'Std_ID_224', 'Std_ID_228', 'Std_ID_232', 'Std_ID_236', 'Std_ID_240', 'Std_ID_244', 'Std_ID_248', 'Std_ID_252', 'Std_ID_256', 'Std_ID_059', 'Std_ID_060', 'Std_ID_061']
CourseCode_12
['Std_ID_066', 'Std_ID_052', 'Std_ID_091', 'Std_ID_008', 'Std_ID_148', 'Std_ID_003', 'Std_ID_040', 'Std_ID_187', 'Std_ID_170', 'Std_ID_147', 'Std_ID_111', 'Std_ID_027', 'Std_ID_142', 'Std_ID_188', 'Std_ID_202', 'Std_ID_176', 'Std_ID_079', 'Std_ID_145', 'Std_ID_058', 'Std_ID_089', 'Std_ID_190', 'Std_ID_044', 'Std_ID_062', 'Std_ID_112', 'Std_ID_099', 'Std_ID_220', 'Std_ID_203', 'Std_ID_222', 'Std_ID_117', 'Std_ID_061', 'Std_ID_118', 'Std_ID_217', 'Std_ID_109', 'Std_ID_223', 'Std_ID_002', 'Std_ID_019', 'Std_ID_121', 'Std_ID_100', 'Std_ID_152', 'Std_ID_213']
['Std_ID_129', 'Std_ID_130', 'Std_ID_133', 'Std_ID_134', 'Std_ID_137', 'Std_ID_138', 'Std_ID_141', 'Std_ID_142', 'Std_ID_145', 'Std_ID_146', 'Std_ID_149', 'Std_ID_150', 'Std_ID_153', 'Std_ID_154', 'Std_ID_157', 'Std_ID_158', 'Std_ID_161', 'Std_ID_162', 'Std_ID_165', 'Std_ID_166', 'Std_ID_169', 'Std_ID_170', 'Std_ID_173', 'Std_ID_174', 'Std_ID_177', 'Std_ID_178', 'Std_ID_181', 'Std_ID_182', 'Std_ID_185', 'Std_ID_186', 'Std_ID_189', 'Std_ID_190', 'Std_ID_062', 'Std_ID_063', 'Std_ID_064']
CourseCode_13
['Std_ID_175', 'Std_ID_205', 'Std_ID_019', 'Std_ID_142', 'Std_ID_243', 'Std_ID_246', 'Std_ID_186', 'Std_ID_228', 'Std_ID_137', 'Std_ID_080', 'Std_ID_130', 'Std_ID_105', 'Std_ID_216', 'Std_ID_201', 'Std_ID_135', 'Std_ID_218', 'Std_ID_096', 'Std_ID_109', 'Std_ID_026', 'Std_ID_229', 'Std_ID_207', 'Std_ID_014', 'Std_ID_179', 'Std_ID_192', 'Std_ID_158', 'Std_ID_102', 'Std_ID_011', 'Std_ID_094', 'Std_ID_057', 'Std_ID_010', 'Std_ID_062', 'Std_ID_090', 'Std_ID_125', 'Std_ID_219', 'Std_ID_153', 'Std_ID_122', 'Std_ID_248', 'Std_ID_181', 'Std_ID_058', 'Std_ID_037']
['Std_ID_131', 'Std_ID_132', 'Std_ID_135', 'Std_ID_136', 'Std_ID_139', 'Std_ID_140', 'Std_ID_143', 'Std_ID_144', 'Std_ID_147', 'Std_ID_148', 'Std_ID_151', 'Std_ID_152', 'Std_ID_155', 'Std_ID_156', 'Std_ID_159', 'Std_ID_160', 'Std_ID_163', 'Std_ID_164', 'Std_ID_167', 'Std_ID_168', 'Std_ID_171', 'Std_ID_172', 'Std_ID_175', 'Std_ID_176', 'Std_ID_179', 'Std_ID_180', 'Std_ID_183', 'Std_ID_184', 'Std_ID_187', 'Std_ID_188', 'Std_ID_191', 'Std_ID_192', 'Std_ID_065', 'Std_ID_066', 'Std_ID_067']
CourseCode_14
['Std_ID_018', 'Std_ID_052', 'Std_ID_227', 'Std_ID_003', 'Std_ID_208', 'Std_ID_012', 'Std_ID_162', 'Std_ID_042', 'Std_ID_141', 'Std_ID_063', 'Std_ID_019', 'Std_ID_096', 'Std_ID_192', 'Std_ID_124', 'Std_ID_245', 'Std_ID_200', 'Std_ID_219', 'Std_ID_092', 'Std_ID_222', 'Std_ID_020', 'Std_ID_077', 'Std_ID_109', 'Std_ID_174', 'Std_ID_087', 'Std_ID_028', 'Std_ID_083', 'Std_ID_122', 'Std_ID_201', 'Std_ID_117', 'Std_ID_054', 'Std_ID_080', 'Std_ID_010', 'Std_ID_221', 'Std_ID_131', 'Std_ID_024', 'Std_ID_234', 'Std_ID_036', 'Std_ID_177', 'Std_ID_161', 'Std_ID_126']
['Std_ID_193', 'Std_ID_194', 'Std_ID_195', 'Std_ID_196', 'Std_ID_197', 'Std_ID_198', 'Std_ID_199', 'Std_ID_200', 'Std_ID_201', 'Std_ID_202', 'Std_ID_203', 'Std_ID_204', 'Std_ID_205', 'Std_ID_206', 'Std_ID_207', 'Std_ID_208', 'Std_ID_209', 'Std_ID_210', 'Std_ID_211', 'Std_ID_212', 'Std_ID_213', 'Std_ID_214', 'Std_ID_215', 'Std_ID_216', 'Std_ID_217', 'Std_ID_218', 'Std_ID_219', 'Std_ID_220', 'Std_ID_221', 'Std_ID_222', 'Std_ID_223', 'Std_ID_224', 'Std_ID_225', 'Std_ID_226', 'Std_ID_227', 'Std_ID_228', 'Std_ID_229', 'Std_ID_230', 'Std_ID_231', 'Std_ID_232', 'Std_ID_233', 'Std_ID_234', 'Std_ID_235', 'Std_ID_236', 'Std_ID_237', 'Std_ID_238', 'Std_ID_239', 'Std_ID_240', 'Std_ID_241', 'Std_ID_242', 'Std_ID_243', 'Std_ID_244', 'Std_ID_245', 'Std_ID_246', 'Std_ID_247', 'Std_ID_248', 'Std_ID_249', 'Std_ID_250', 'Std_ID_251', 'Std_ID_252', 'Std_ID_253', 'Std_ID_254', 'Std_ID_255', 'Std_ID_256']
CourseCode_15
['Std_ID_142', 'Std_ID_050', 'Std_ID_115', 'Std_ID_076', 'Std_ID_011', 'Std_ID_035', 'Std_ID_191', 'Std_ID_059', 'Std_ID_032', 'Std_ID_030', 'Std_ID_012', 'Std_ID_015', 'Std_ID_150', 'Std_ID_121', 'Std_ID_124', 'Std_ID_061', 'Std_ID_075', 'Std_ID_133', 'Std_ID_166', 'Std_ID_069', 'Std_ID_094', 'Std_ID_158', 'Std_ID_144', 'Std_ID_199', 'Std_ID_096', 'Std_ID_177', 'Std_ID_014', 'Std_ID_022', 'Std_ID_004', 'Std_ID_233', 'Std_ID_172', 'Std_ID_180', 'Std_ID_223', 'Std_ID_073', 'Std_ID_018', 'Std_ID_057', 'Std_ID_224', 'Std_ID_099', 'Std_ID_062', 'Std_ID_232']
['Std_ID_257', 'Std_ID_261', 'Std_ID_265', 'Std_ID_269', 'Std_ID_273', 'Std_ID_277', 'Std_ID_281', 'Std_ID_285', 'Std_ID_289', 'Std_ID_293', 'Std_ID_297', 'Std_ID_301', 'Std_ID_305', 'Std_ID_309', 'Std_ID_313', 'Std_ID_317', 'Std_ID_321', 'Std_ID_325', 'Std_ID_329', 'Std_ID_333', 'Std_ID_337', 'Std_ID_341', 'Std_ID_345', 'Std_ID_349', 'Std_ID_353', 'Std_ID_357', 'Std_ID_361', 'Std_ID_365', 'Std_ID_369', 'Std_ID_373', 'Std_ID_377', 'Std_ID_381', 'Std_ID_100', 'Std_ID_101', 'Std_ID_102']
CourseCode_16
['Std_ID_020', 'Std_ID_124', 'Std_ID_097', 'Std_ID_092', 'Std_ID_100', 'Std_ID_119', 'Std_ID_177', 'Std_ID_011', 'Std_ID_017', 'Std_ID_114', 'Std_ID_087', 'Std_ID_007', 'Std_ID_132', 'Std_ID_208', 'Std_ID_082', 'Std_ID_002', 'Std_ID_116', 'Std_ID_057', 'Std_ID_210', 'Std_ID_045', 'Std_ID_005', 'Std_ID_139', 'Std_ID_028', 'Std_ID_051', 'Std_ID_144', 'Std_ID_207', 'Std_ID_056', 'Std_ID_042', 'Std_ID_211', 'Std_ID_231', 'Std_ID_203', 'Std_ID_196', 'Std_ID_009', 'Std_ID_106', 'Std_ID_133', 'Std_ID_151', 'Std_ID_058', 'Std_ID_101', 'Std_ID_125', 'Std_ID_232']
['Std_ID_258', 'Std_ID_262', 'Std_ID_266', 'Std_ID_270', 'Std_ID_274', 'Std_ID_278', 'Std_ID_282', 'Std_ID_286', 'Std_ID_290', 'Std_ID_294', 'Std_ID_298', 'Std_ID_302', 'Std_ID_306', 'Std_ID_310', 'Std_ID_314', 'Std_ID_318', 'Std_ID_322', 'Std_ID_326', 'Std_ID_330', 'Std_ID_334', 'Std_ID_338', 'Std_ID_342', 'Std_ID_346', 'Std_ID_350', 'Std_ID_354', 'Std_ID_358', 'Std_ID_362', 'Std_ID_366', 'Std_ID_370', 'Std_ID_374', 'Std_ID_378', 'Std_ID_382', 'Std_ID_103', 'Std_ID_104', 'Std_ID_105']
CourseCode_17
['Std_ID_122', 'Std_ID_224', 'Std_ID_056', 'Std_ID_221', 'Std_ID_054', 'Std_ID_237', 'Std_ID_180', 'Std_ID_052', 'Std_ID_020', 'Std_ID_131', 'Std_ID_106', 'Std_ID_231', 'Std_ID_011', 'Std_ID_064', 'Std_ID_069', 'Std_ID_062', 'Std_ID_239', 'Std_ID_019', 'Std_ID_227', 'Std_ID_053', 'Std_ID_119', 'Std_ID_160', 'Std_ID_184', 'Std_ID_240', 'Std_ID_250', 'Std_ID_030', 'Std_ID_177', 'Std_ID_241', 'Std_ID_038', 'Std_ID_129', 'Std_ID_098', 'Std_ID_104', 'Std_ID_158', 'Std_ID_026', 'Std_ID_202', 'Std_ID_015', 'Std_ID_058', 'Std_ID_109', 'Std_ID_152', 'Std_ID_190']
['Std_ID_259', 'Std_ID_263', 'Std_ID_267', 'Std_ID_271', 'Std_ID_275', 'Std_ID_279', 'Std_ID_283', 'Std_ID_287', 'Std_ID_291', 'Std_ID_295', 'Std_ID_299', 'Std_ID_303', 'Std_ID_307', 'Std_ID_311', 'Std_ID_315', 'Std_ID_319', 'Std_ID_323', 'Std_ID_327', 'Std_ID_331', 'Std_ID_335', 'Std_ID_339', 'Std_ID_343', 'Std_ID_347', 'Std_ID_351', 'Std_ID_355', 'Std_ID_359', 'Std_ID_363', 'Std_ID_367', 'Std_ID_371', 'Std_ID_375', 'Std_ID_379', 'Std_ID_383', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108']
CourseCode_18
['Std_ID_117', 'Std_ID_136', 'Std_ID_149', 'Std_ID_126', 'Std_ID_006', 'Std_ID_063', 'Std_ID_151', 'Std_ID_060', 'Std_ID_012', 'Std_ID_090', 'Std_ID_154', 'Std_ID_240', 'Std_ID_065', 'Std_ID_162', 'Std_ID_102', 'Std_ID_043', 'Std_ID_144', 'Std_ID_121', 'Std_ID_156', 'Std_ID_066', 'Std_ID_083', 'Std_ID_199', 'Std_ID_143', 'Std_ID_047', 'Std_ID_207', 'Std_ID_189', 'Std_ID_177', 'Std_ID_250', 'Std_ID_210', 'Std_ID_197', 'Std_ID_003', 'Std_ID_246', 'Std_ID_077', 'Std_ID_215', 'Std_ID_086', 'Std_ID_204', 'Std_ID_223', 'Std_ID_067', 'Std_ID_115', 'Std_ID_082']
['Std_ID_260', 'Std_ID_264', 'Std_ID_268', 'Std_ID_272', 'Std_ID_276', 'Std_ID_280', 'Std_ID_284', 'Std_ID_288', 'Std_ID_292', 'Std_ID_296', 'Std_ID_300', 'Std_ID_304', 'Std_ID_308', 'Std_ID_312', 'Std_ID_316', 'Std_ID_320', 'Std_ID_324', 'Std_ID_328', 'Std_ID_332', 'Std_ID_336', 'Std_ID_340', 'Std_ID_344', 'Std_ID_348', 'Std_ID_352', 'Std_ID_356', 'Std_ID_360', 'Std_ID_364', 'Std_ID_368', 'Std_ID_372', 'Std_ID_376', 'Std_ID_380', 'Std_ID_384', 'Std_ID_109', 'Std_ID_110', 'Std_ID_111']
CourseCode_19
['Std_ID_250', 'Std_ID_067', 'Std_ID_022', 'Std_ID_114', 'Std_ID_060', 'Std_ID_133', 'Std_ID_236', 'Std_ID_039', 'Std_ID_005', 'Std_ID_032', 'Std_ID_071', 'Std_ID_132', 'Std_ID_087', 'Std_ID_229', 'Std_ID_047', 'Std_ID_029', 'Std_ID_235', 'Std_ID_216', 'Std_ID_199', 'Std_ID_204', 'Std_ID_163', 'Std_ID_168', 'Std_ID_147', 'Std_ID_014', 'Std_ID_187', 'Std_ID_179', 'Std_ID_160', 'Std_ID_035', 'Std_ID_167', 'Std_ID_173', 'Std_ID_248', 'Std_ID_026', 'Std_ID_211', 'Std_ID_003', 'Std_ID_112', 'Std_ID_105', 'Std_ID_191', 'Std_ID_095', 'Std_ID_011', 'Std_ID_092']
['Std_ID_257', 'Std_ID_258', 'Std_ID_261', 'Std_ID_262', 'Std_ID_265', 'Std_ID_266', 'Std_ID_269', 'Std_ID_270', 'Std_ID_273', 'Std_ID_274', 'Std_ID_277', 'Std_ID_278', 'Std_ID_281', 'Std_ID_282', 'Std_ID_285', 'Std_ID_286', 'Std_ID_289', 'Std_ID_290', 'Std_ID_293', 'Std_ID_294', 'Std_ID_297', 'Std_ID_298', 'Std_ID_301', 'Std_ID_302', 'Std_ID_305', 'Std_ID_306', 'Std_ID_309', 'Std_ID_310', 'Std_ID_313', 'Std_ID_314', 'Std_ID_317', 'Std_ID_318', 'Std_ID_112', 'Std_ID_113', 'Std_ID_114']
CourseCode_20
['Std_ID_222', 'Std_ID_125', 'Std_ID_188', 'Std_ID_088', 'Std_ID_095', 'Std_ID_046', 'Std_ID_201', 'Std_ID_051', 'Std_ID_104', 'Std_ID_130', 'Std_ID_092', 'Std_ID_057', 'Std_ID_217', 'Std_ID_181', 'Std_ID_227', 'Std_ID_136', 'Std_ID_064', 'Std_ID_133', 'Std_ID_059', 'Std_ID_065', 'Std_ID_169', 'Std_ID_233', 'Std_ID_129', 'Std_ID_123', 'Std_ID_193', 'Std_ID_079', 'Std_ID_172', 'Std_ID_204', 'Std_ID_208', 'Std_ID_246', 'Std_ID_001', 'Std_ID_174', 'Std_ID_007', 'Std_ID_189', 'Std_ID_203', 'Std_ID_205', 'Std_ID_183', 'Std_ID_048', 'Std_ID_121', 'Std_ID_177']
['Std_ID_259', 'Std_ID_260', 'Std_ID_263', 'Std_ID_264', 'Std_ID_267', 'Std_ID_268', 'Std_ID_271', 'Std_ID_272', 'Std_ID_275', 'Std_ID_276', 'Std_ID_279', 'Std_ID_280', 'Std_ID_283', 'Std_ID_284', 'Std_ID_287', 'Std_ID_288', 'Std_ID_291', 'Std_ID_292', 'Std_ID_295', 'Std_ID_296', 'Std_ID_299', 'Std_ID_300', 'Std_ID_303', 'Std_ID_304', 'Std_ID_307', 'Std_ID_308', 'Std_ID_311', 'Std_ID_312', 'Std_ID_315', 'Std_ID_316', 'Std_ID_319', 'Std_ID_320', 'Std_ID_115', 'Std_ID_116', 'Std_ID_117']
CourseCode_21
['Std_ID_321', 'Std_ID_322', 'Std_ID_323', 'Std_ID_324', 'Std_ID_325', 'Std_ID_326', 'Std_ID_327', 'Std_ID_328', 'Std_ID_329', 'Std_ID_330', 'Std_ID_331', 'Std_ID_332', 'Std_ID_333', 'Std_ID_334', 'Std_ID_335', 'Std_ID_336', 'Std_ID_337', 'Std_ID_338', 'Std_ID_339', 'Std_ID_340', 'Std_ID_341', 'Std_ID_342', 'Std_ID_343', 'Std_ID_344', 'Std_ID_345', 'Std_ID_346', 'Std_ID_347', 'Std_ID_348', 'Std_ID_349', 'Std_ID_350', 'Std_ID_351', 'Std_ID_352', 'Std_ID_353', 'Std_ID_354', 'Std_ID_355', 'Std_ID_356', 'Std_ID_357', 'Std_ID_358', 'Std_ID_359', 'Std_ID_360', 'Std_ID_361', 'Std_ID_362', 'Std_ID_363', 'Std_ID_364', 'Std_ID_365', 'Std_ID_366', 'Std_ID_367', 'Std_ID_368', 'Std_ID_369', 'Std_ID_370', 'Std_ID_371', 'Std_ID_372', 'Std_ID_373', 'Std_ID_374', 'Std_ID_375', 'Std_ID_376', 'Std_ID_377', 'Std_ID_378', 'Std_ID_379', 'Std_ID_380', 'Std_ID_381', 'Std_ID_382', 'Std_ID_383', 'Std_ID_384']
CourseCode_22
['Std_ID_385', 'Std_ID_389', 'Std_ID_393', 'Std_ID_397', 'Std_ID_401', 'Std_ID_405', 'Std_ID_409', 'Std_ID_413', 'Std_ID_417', 'Std_ID_421', 'Std_ID_425', 'Std_ID_429', 'Std_ID_433', 'Std_ID_437', 'Std_ID_441', 'Std_ID_445', 'Std_ID_449', 'Std_ID_453', 'Std_ID_457', 'Std_ID_461', 'Std_ID_465', 'Std_ID_469', 'Std_ID_473', 'Std_ID_477', 'Std_ID_481', 'Std_ID_485', 'Std_ID_489', 'Std_ID_493', 'Std_ID_497', 'Std_ID_150', 'Std_ID_151', 'Std_ID_152']
CourseCode_23
['Std_ID_386', 'Std_ID_390', 'Std_ID_394', 'Std_ID_398', 'Std_ID_402', 'Std_ID_406', 'Std_ID_410', 'Std_ID_414', 'Std_ID_418', 'Std_ID_422', 'Std_ID_426', 'Std_ID_430', 'Std_ID_434', 'Std_ID_438', 'Std_ID_442', 'Std_ID_446', 'Std_ID_450', 'Std_ID_454', 'Std_ID_458', 'Std_ID_462', 'Std_ID_466', 'Std_ID_470', 'Std_ID_474', 'Std_ID_478', 'Std_ID_482', 'Std_ID_486', 'Std_ID_490', 'Std_ID_494', 'Std_ID_498', 'Std_ID_153', 'Std_ID_154', 'Std_ID_155']
CourseCode_24
['Std_ID_387', 'Std_ID_391', 'Std_ID_395', 'Std_ID_399', 'Std_ID_403', 'Std_ID_407', 'Std_ID_411', 'Std_ID_415', 'Std_ID_419', 'Std_ID_423', 'Std_ID_427', 'Std_ID_431', 'Std_ID_435', 'Std_ID_439', 'Std_ID_443', 'Std_ID_447', 'Std_ID_451', 'Std_ID_455', 'Std_ID_459', 'Std_ID_463', 'Std_ID_467', 'Std_ID_471', 'Std_ID_475', 'Std_ID_479', 'Std_ID_483', 'Std_ID_487', 'Std_ID_491', 'Std_ID_495', 'Std_ID_499', 'Std_ID_156', 'Std_ID_157', 'Std_ID_158']
CourseCode_25
['Std_ID_388', 'Std_ID_392', 'Std_ID_396', 'Std_ID_400', 'Std_ID_404', 'Std_ID_408', 'Std_ID_412', 'Std_ID_416', 'Std_ID_420', 'Std_ID_424', 'Std_ID_428', 'Std_ID_432', 'Std_ID_436', 'Std_ID_440', 'Std_ID_444', 'Std_ID_448', 'Std_ID_452', 'Std_ID_456', 'Std_ID_460', 'Std_ID_464', 'Std_ID_468', 'Std_ID_472', 'Std_ID_476', 'Std_ID_480', 'Std_ID_484', 'Std_ID_488', 'Std_ID_492', 'Std_ID_496', 'Std_ID_500', 'Std_ID_159', 'Std_ID_160', 'Std_ID_161']
CourseCode_26
['Std_ID_385', 'Std_ID_386', 'Std_ID_389', 'Std_ID_390', 'Std_ID_393', 'Std_ID_394', 'Std_ID_397', 'Std_ID_398', 'Std_ID_401', 'Std_ID_402', 'Std_ID_405', 'Std_ID_406', 'Std_ID_409', 'Std_ID_410', 'Std_ID_413', 'Std_ID_414', 'Std_ID_417', 'Std_ID_418', 'Std_ID_421', 'Std_ID_422', 'Std_ID_425', 'Std_ID_426', 'Std_ID_429', 'Std_ID_430', 'Std_ID_433', 'Std_ID_434', 'Std_ID_437', 'Std_ID_438', 'Std_ID_441', 'Std_ID_442', 'Std_ID_445', 'Std_ID_446', 'Std_ID_449', 'Std_ID_450', 'Std_ID_162', 'Std_ID_163', 'Std_ID_164']
CourseCode_27
['Std_ID_387', 'Std_ID_388', 'Std_ID_391', 'Std_ID_392', 'Std_ID_395', 'Std_ID_396', 'Std_ID_399', 'Std_ID_400', 'Std_ID_403', 'Std_ID_404', 'Std_ID_407', 'Std_ID_408', 'Std_ID_411', 'Std_ID_412', 'Std_ID_415', 'Std_ID_416', 'Std_ID_419', 'Std_ID_420', 'Std_ID_423', 'Std_ID_424', 'Std_ID_427', 'Std_ID_428', 'Std_ID_431', 'Std_ID_432', 'Std_ID_435', 'Std_ID_436', 'Std_ID_439', 'Std_ID_440', 'Std_ID_443', 'Std_ID_444', 'Std_ID_447', 'Std_ID_448', 'Std_ID_451', 'Std_ID_452', 'Std_ID_165', 'Std_ID_166', 'Std_ID_167']
CourseCode_28
['Std_ID_453', 'Std_ID_454', 'Std_ID_455', 'Std_ID_456', 'Std_ID_457', 'Std_ID_458', 'Std_ID_459', 'Std_ID_460', 'Std_ID_461', 'Std_ID_462', 'Std_ID_463', 'Std_ID_464', 'Std_ID_465', 'Std_ID_466', 'Std_ID_467', 'Std_ID_468', 'Std_ID_469', 'Std_ID_470', 'Std_ID_471', 'Std_ID_472', 'Std_ID_473', 'Std_ID_474', 'Std_ID_475', 'Std_ID_476', 'Std_ID_477', 'Std_ID_478', 'Std_ID_479', 'Std_ID_480', 'Std_ID_481', 'Std_ID_482', 'Std_ID_483', 'Std_ID_484', 'Std_ID_485', 'Std_ID_486', 'Std_ID_487', 'Std_ID_488', 'Std_ID_489', 'Std_ID_490', 'Std_ID_491', 'Std_ID_492', 'Std_ID_493', 'Std_ID_494', 'Std_ID_495', 'Std_ID_496', 'Std_ID_497', 'Std_ID_498', 'Std_ID_499', 'Std_ID_500']
CourseCode_29
['Std_ID_001', 'Std_ID_025', 'Std_ID_050', 'Std_ID_075', 'Std_ID_100', 'Std_ID_125', 'Std_ID_150', 'Std_ID_175', 'Std_ID_200', 'Std_ID_225', 'Std_ID_250', 'Std_ID_275', 'Std_ID_300', 'Std_ID_325', 'Std_ID_350', 'Std_ID_375', 'Std_ID_400', 'Std_ID_425', 'Std_ID_450', 'Std_ID_475', 'Std_ID_500']
CourseCode_30
['Std_ID_010', 'Std_ID_020', 'Std_ID_030', 'Std_ID_040', 'Std_ID_060', 'Std_ID_070', 'Std_ID_080', 'Std_ID_090', 'Std_ID_110', 'Std_ID_120', 'Std_ID_130', 'Std_ID_140', 'Std_ID_160', 'Std_ID_170', 'Std_ID_180', 'Std_ID_190', 'Std_ID_210', 'Std_ID_220', 'Std_ID_230', 'Std_ID_240', 'Std_ID_260', 'Std_ID_270', 'Std_ID_280', 'Std_ID_290', 'Std_ID_310', 'Std_ID_320', 'Std_ID_330', 'Std_ID_340', 'Std_ID_360', 'Std_ID_370', 'Std_ID_380', 'Std_ID_390', 'Std_ID_410', 'Std_ID_420', 'Std_ID_430', 'Std_ID_440', 'Std_ID_460', 'Std_ID_470', 'Std_ID_480', 'Std_ID_490']
1 CourseCode_01
2 ['Std_ID_170', 'Std_ID_077', 'Std_ID_097', 'Std_ID_202', 'Std_ID_080', 'Std_ID_126', 'Std_ID_112', 'Std_ID_175', 'Std_ID_180', 'Std_ID_139', 'Std_ID_181', 'Std_ID_222', 'Std_ID_243', 'Std_ID_167', 'Std_ID_136', 'Std_ID_021', 'Std_ID_041', 'Std_ID_231', 'Std_ID_062', 'Std_ID_138', 'Std_ID_236', 'Std_ID_221', 'Std_ID_006', 'Std_ID_135', 'Std_ID_209', 'Std_ID_239', 'Std_ID_043', 'Std_ID_182', 'Std_ID_246', 'Std_ID_083', 'Std_ID_056', 'Std_ID_047', 'Std_ID_193', 'Std_ID_107', 'Std_ID_216', 'Std_ID_005', 'Std_ID_096', 'Std_ID_140', 'Std_ID_233', 'Std_ID_168'] ['Std_ID_001', 'Std_ID_005', 'Std_ID_009', 'Std_ID_013', 'Std_ID_017', 'Std_ID_021', 'Std_ID_025', 'Std_ID_029', 'Std_ID_033', 'Std_ID_037', 'Std_ID_041', 'Std_ID_045', 'Std_ID_049', 'Std_ID_053', 'Std_ID_057', 'Std_ID_061', 'Std_ID_065', 'Std_ID_069', 'Std_ID_073', 'Std_ID_077', 'Std_ID_081', 'Std_ID_085', 'Std_ID_089', 'Std_ID_093', 'Std_ID_097', 'Std_ID_101', 'Std_ID_105', 'Std_ID_109', 'Std_ID_113', 'Std_ID_117', 'Std_ID_121', 'Std_ID_125', 'Std_ID_400', 'Std_ID_405', 'Std_ID_410']
3 CourseCode_02
4 ['Std_ID_238', 'Std_ID_132', 'Std_ID_079', 'Std_ID_139', 'Std_ID_116', 'Std_ID_093', 'Std_ID_190', 'Std_ID_121', 'Std_ID_108', 'Std_ID_005', 'Std_ID_210', 'Std_ID_018', 'Std_ID_152', 'Std_ID_033', 'Std_ID_199', 'Std_ID_073', 'Std_ID_193', 'Std_ID_220', 'Std_ID_222', 'Std_ID_188', 'Std_ID_217', 'Std_ID_008', 'Std_ID_123', 'Std_ID_159', 'Std_ID_227', 'Std_ID_136', 'Std_ID_187', 'Std_ID_216', 'Std_ID_056', 'Std_ID_026', 'Std_ID_099', 'Std_ID_146', 'Std_ID_055', 'Std_ID_057', 'Std_ID_035', 'Std_ID_049', 'Std_ID_144', 'Std_ID_232', 'Std_ID_098', 'Std_ID_058'] ['Std_ID_002', 'Std_ID_006', 'Std_ID_010', 'Std_ID_014', 'Std_ID_018', 'Std_ID_022', 'Std_ID_026', 'Std_ID_030', 'Std_ID_034', 'Std_ID_038', 'Std_ID_042', 'Std_ID_046', 'Std_ID_050', 'Std_ID_054', 'Std_ID_058', 'Std_ID_062', 'Std_ID_066', 'Std_ID_070', 'Std_ID_074', 'Std_ID_078', 'Std_ID_082', 'Std_ID_086', 'Std_ID_090', 'Std_ID_094', 'Std_ID_098', 'Std_ID_102', 'Std_ID_106', 'Std_ID_110', 'Std_ID_114', 'Std_ID_118', 'Std_ID_122', 'Std_ID_126', 'Std_ID_401', 'Std_ID_406', 'Std_ID_411']
5 CourseCode_03
6 ['Std_ID_098', 'Std_ID_070', 'Std_ID_049', 'Std_ID_191', 'Std_ID_109', 'Std_ID_196', 'Std_ID_209', 'Std_ID_189', 'Std_ID_039', 'Std_ID_219', 'Std_ID_009', 'Std_ID_033', 'Std_ID_059', 'Std_ID_174', 'Std_ID_169', 'Std_ID_122', 'Std_ID_057', 'Std_ID_249', 'Std_ID_142', 'Std_ID_229', 'Std_ID_038', 'Std_ID_132', 'Std_ID_140', 'Std_ID_081', 'Std_ID_243', 'Std_ID_150', 'Std_ID_099', 'Std_ID_224', 'Std_ID_097', 'Std_ID_193', 'Std_ID_043', 'Std_ID_055', 'Std_ID_061', 'Std_ID_212', 'Std_ID_205', 'Std_ID_146', 'Std_ID_100', 'Std_ID_149', 'Std_ID_116', 'Std_ID_233'] ['Std_ID_003', 'Std_ID_007', 'Std_ID_011', 'Std_ID_015', 'Std_ID_019', 'Std_ID_023', 'Std_ID_027', 'Std_ID_031', 'Std_ID_035', 'Std_ID_039', 'Std_ID_043', 'Std_ID_047', 'Std_ID_051', 'Std_ID_055', 'Std_ID_059', 'Std_ID_063', 'Std_ID_067', 'Std_ID_071', 'Std_ID_075', 'Std_ID_079', 'Std_ID_083', 'Std_ID_087', 'Std_ID_091', 'Std_ID_095', 'Std_ID_099', 'Std_ID_103', 'Std_ID_107', 'Std_ID_111', 'Std_ID_115', 'Std_ID_119', 'Std_ID_123', 'Std_ID_127', 'Std_ID_402', 'Std_ID_407', 'Std_ID_412']
7 CourseCode_04
8 ['Std_ID_142', 'Std_ID_085', 'Std_ID_103', 'Std_ID_059', 'Std_ID_243', 'Std_ID_106', 'Std_ID_069', 'Std_ID_014', 'Std_ID_015', 'Std_ID_088', 'Std_ID_136', 'Std_ID_020', 'Std_ID_097', 'Std_ID_190', 'Std_ID_194', 'Std_ID_201', 'Std_ID_125', 'Std_ID_182', 'Std_ID_138', 'Std_ID_105', 'Std_ID_076', 'Std_ID_007', 'Std_ID_066', 'Std_ID_189', 'Std_ID_129', 'Std_ID_133', 'Std_ID_034', 'Std_ID_130', 'Std_ID_247', 'Std_ID_024', 'Std_ID_027', 'Std_ID_115', 'Std_ID_064', 'Std_ID_132', 'Std_ID_113', 'Std_ID_118', 'Std_ID_162', 'Std_ID_154', 'Std_ID_181', 'Std_ID_114'] ['Std_ID_004', 'Std_ID_008', 'Std_ID_012', 'Std_ID_016', 'Std_ID_020', 'Std_ID_024', 'Std_ID_028', 'Std_ID_032', 'Std_ID_036', 'Std_ID_040', 'Std_ID_044', 'Std_ID_048', 'Std_ID_052', 'Std_ID_056', 'Std_ID_060', 'Std_ID_064', 'Std_ID_068', 'Std_ID_072', 'Std_ID_076', 'Std_ID_080', 'Std_ID_084', 'Std_ID_088', 'Std_ID_092', 'Std_ID_096', 'Std_ID_100', 'Std_ID_104', 'Std_ID_108', 'Std_ID_112', 'Std_ID_116', 'Std_ID_120', 'Std_ID_124', 'Std_ID_128', 'Std_ID_403', 'Std_ID_408', 'Std_ID_413']
9 CourseCode_05
10 ['Std_ID_203', 'Std_ID_236', 'Std_ID_192', 'Std_ID_198', 'Std_ID_213', 'Std_ID_147', 'Std_ID_051', 'Std_ID_095', 'Std_ID_226', 'Std_ID_077', 'Std_ID_230', 'Std_ID_035', 'Std_ID_142', 'Std_ID_195', 'Std_ID_182', 'Std_ID_064', 'Std_ID_229', 'Std_ID_239', 'Std_ID_119', 'Std_ID_231', 'Std_ID_217', 'Std_ID_054', 'Std_ID_163', 'Std_ID_148', 'Std_ID_249', 'Std_ID_068', 'Std_ID_202', 'Std_ID_225', 'Std_ID_101', 'Std_ID_126', 'Std_ID_150', 'Std_ID_197', 'Std_ID_025', 'Std_ID_140', 'Std_ID_124', 'Std_ID_053', 'Std_ID_075', 'Std_ID_074', 'Std_ID_243', 'Std_ID_169'] ['Std_ID_001', 'Std_ID_002', 'Std_ID_005', 'Std_ID_006', 'Std_ID_009', 'Std_ID_010', 'Std_ID_013', 'Std_ID_014', 'Std_ID_017', 'Std_ID_018', 'Std_ID_021', 'Std_ID_022', 'Std_ID_025', 'Std_ID_026', 'Std_ID_029', 'Std_ID_030', 'Std_ID_033', 'Std_ID_034', 'Std_ID_037', 'Std_ID_038', 'Std_ID_041', 'Std_ID_042', 'Std_ID_045', 'Std_ID_046', 'Std_ID_049', 'Std_ID_050', 'Std_ID_053', 'Std_ID_054', 'Std_ID_057', 'Std_ID_058', 'Std_ID_061', 'Std_ID_062', 'Std_ID_065', 'Std_ID_066', 'Std_ID_069', 'Std_ID_070', 'Std_ID_073', 'Std_ID_404', 'Std_ID_409', 'Std_ID_414']
11 CourseCode_06
12 ['Std_ID_129', 'Std_ID_175', 'Std_ID_049', 'Std_ID_238', 'Std_ID_056', 'Std_ID_187', 'Std_ID_064', 'Std_ID_151', 'Std_ID_201', 'Std_ID_022', 'Std_ID_169', 'Std_ID_220', 'Std_ID_147', 'Std_ID_223', 'Std_ID_011', 'Std_ID_053', 'Std_ID_166', 'Std_ID_111', 'Std_ID_219', 'Std_ID_112', 'Std_ID_203', 'Std_ID_054', 'Std_ID_106', 'Std_ID_025', 'Std_ID_073', 'Std_ID_234', 'Std_ID_027', 'Std_ID_215', 'Std_ID_028', 'Std_ID_208', 'Std_ID_192', 'Std_ID_172', 'Std_ID_015', 'Std_ID_164', 'Std_ID_110', 'Std_ID_010', 'Std_ID_078', 'Std_ID_006', 'Std_ID_204', 'Std_ID_029'] ['Std_ID_003', 'Std_ID_004', 'Std_ID_007', 'Std_ID_008', 'Std_ID_011', 'Std_ID_012', 'Std_ID_015', 'Std_ID_016', 'Std_ID_019', 'Std_ID_020', 'Std_ID_023', 'Std_ID_024', 'Std_ID_027', 'Std_ID_028', 'Std_ID_031', 'Std_ID_032', 'Std_ID_035', 'Std_ID_036', 'Std_ID_039', 'Std_ID_040', 'Std_ID_043', 'Std_ID_044', 'Std_ID_047', 'Std_ID_048', 'Std_ID_051', 'Std_ID_052', 'Std_ID_055', 'Std_ID_056', 'Std_ID_059', 'Std_ID_060', 'Std_ID_063', 'Std_ID_064', 'Std_ID_067', 'Std_ID_068', 'Std_ID_071', 'Std_ID_072', 'Std_ID_075']
13 CourseCode_07
14 ['Std_ID_040', 'Std_ID_102', 'Std_ID_186', 'Std_ID_206', 'Std_ID_113', 'Std_ID_135', 'Std_ID_145', 'Std_ID_165', 'Std_ID_028', 'Std_ID_235', 'Std_ID_144', 'Std_ID_085', 'Std_ID_026', 'Std_ID_203', 'Std_ID_231', 'Std_ID_124', 'Std_ID_190', 'Std_ID_089', 'Std_ID_074', 'Std_ID_222', 'Std_ID_179', 'Std_ID_127', 'Std_ID_041', 'Std_ID_133', 'Std_ID_181', 'Std_ID_095', 'Std_ID_034', 'Std_ID_219', 'Std_ID_148', 'Std_ID_037', 'Std_ID_061', 'Std_ID_188', 'Std_ID_171', 'Std_ID_238', 'Std_ID_242', 'Std_ID_029', 'Std_ID_182', 'Std_ID_072', 'Std_ID_161', 'Std_ID_093'] ['Std_ID_076', 'Std_ID_077', 'Std_ID_078', 'Std_ID_079', 'Std_ID_080', 'Std_ID_081', 'Std_ID_082', 'Std_ID_083', 'Std_ID_084', 'Std_ID_085', 'Std_ID_086', 'Std_ID_087', 'Std_ID_088', 'Std_ID_089', 'Std_ID_090', 'Std_ID_091', 'Std_ID_092', 'Std_ID_093', 'Std_ID_094', 'Std_ID_095', 'Std_ID_096', 'Std_ID_097', 'Std_ID_098', 'Std_ID_099', 'Std_ID_100', 'Std_ID_101', 'Std_ID_102', 'Std_ID_103', 'Std_ID_104', 'Std_ID_105', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108', 'Std_ID_109', 'Std_ID_110', 'Std_ID_111', 'Std_ID_112', 'Std_ID_113', 'Std_ID_114', 'Std_ID_115', 'Std_ID_116', 'Std_ID_117', 'Std_ID_118', 'Std_ID_119', 'Std_ID_120', 'Std_ID_121', 'Std_ID_122', 'Std_ID_123', 'Std_ID_124', 'Std_ID_125', 'Std_ID_126', 'Std_ID_127', 'Std_ID_128']
15 CourseCode_08
16 ['Std_ID_009', 'Std_ID_108', 'Std_ID_116', 'Std_ID_111', 'Std_ID_058', 'Std_ID_086', 'Std_ID_128', 'Std_ID_106', 'Std_ID_187', 'Std_ID_115', 'Std_ID_101', 'Std_ID_096', 'Std_ID_063', 'Std_ID_192', 'Std_ID_091', 'Std_ID_195', 'Std_ID_236', 'Std_ID_039', 'Std_ID_042', 'Std_ID_052', 'Std_ID_032', 'Std_ID_137', 'Std_ID_181', 'Std_ID_071', 'Std_ID_127', 'Std_ID_130', 'Std_ID_089', 'Std_ID_165', 'Std_ID_175', 'Std_ID_207', 'Std_ID_121', 'Std_ID_233', 'Std_ID_033', 'Std_ID_080', 'Std_ID_240', 'Std_ID_152', 'Std_ID_209', 'Std_ID_050', 'Std_ID_017', 'Std_ID_075'] ['Std_ID_129', 'Std_ID_133', 'Std_ID_137', 'Std_ID_141', 'Std_ID_145', 'Std_ID_149', 'Std_ID_153', 'Std_ID_157', 'Std_ID_161', 'Std_ID_165', 'Std_ID_169', 'Std_ID_173', 'Std_ID_177', 'Std_ID_181', 'Std_ID_185', 'Std_ID_189', 'Std_ID_193', 'Std_ID_197', 'Std_ID_201', 'Std_ID_205', 'Std_ID_209', 'Std_ID_213', 'Std_ID_217', 'Std_ID_221', 'Std_ID_225', 'Std_ID_229', 'Std_ID_233', 'Std_ID_237', 'Std_ID_241', 'Std_ID_245', 'Std_ID_249', 'Std_ID_253', 'Std_ID_050', 'Std_ID_051', 'Std_ID_052']
17 CourseCode_09
18 ['Std_ID_043', 'Std_ID_203', 'Std_ID_040', 'Std_ID_163', 'Std_ID_142', 'Std_ID_137', 'Std_ID_220', 'Std_ID_126', 'Std_ID_032', 'Std_ID_157', 'Std_ID_159', 'Std_ID_219', 'Std_ID_175', 'Std_ID_015', 'Std_ID_177', 'Std_ID_217', 'Std_ID_008', 'Std_ID_070', 'Std_ID_048', 'Std_ID_033', 'Std_ID_188', 'Std_ID_078', 'Std_ID_097', 'Std_ID_121', 'Std_ID_183', 'Std_ID_016', 'Std_ID_181', 'Std_ID_080', 'Std_ID_119', 'Std_ID_206', 'Std_ID_093', 'Std_ID_195', 'Std_ID_002', 'Std_ID_098', 'Std_ID_200', 'Std_ID_090', 'Std_ID_167', 'Std_ID_088', 'Std_ID_041', 'Std_ID_164'] ['Std_ID_130', 'Std_ID_134', 'Std_ID_138', 'Std_ID_142', 'Std_ID_146', 'Std_ID_150', 'Std_ID_154', 'Std_ID_158', 'Std_ID_162', 'Std_ID_166', 'Std_ID_170', 'Std_ID_174', 'Std_ID_178', 'Std_ID_182', 'Std_ID_186', 'Std_ID_190', 'Std_ID_194', 'Std_ID_198', 'Std_ID_202', 'Std_ID_206', 'Std_ID_210', 'Std_ID_214', 'Std_ID_218', 'Std_ID_222', 'Std_ID_226', 'Std_ID_230', 'Std_ID_234', 'Std_ID_238', 'Std_ID_242', 'Std_ID_246', 'Std_ID_250', 'Std_ID_254', 'Std_ID_053', 'Std_ID_054', 'Std_ID_055']
19 CourseCode_10
20 ['Std_ID_229', 'Std_ID_167', 'Std_ID_228', 'Std_ID_193', 'Std_ID_025', 'Std_ID_205', 'Std_ID_163', 'Std_ID_225', 'Std_ID_194', 'Std_ID_240', 'Std_ID_247', 'Std_ID_233', 'Std_ID_181', 'Std_ID_121', 'Std_ID_152', 'Std_ID_131', 'Std_ID_026', 'Std_ID_217', 'Std_ID_124', 'Std_ID_010', 'Std_ID_054', 'Std_ID_129', 'Std_ID_003', 'Std_ID_211', 'Std_ID_090', 'Std_ID_092', 'Std_ID_024', 'Std_ID_144', 'Std_ID_201', 'Std_ID_049', 'Std_ID_171', 'Std_ID_082', 'Std_ID_136', 'Std_ID_042', 'Std_ID_224', 'Std_ID_027', 'Std_ID_021', 'Std_ID_160', 'Std_ID_235', 'Std_ID_072'] ['Std_ID_131', 'Std_ID_135', 'Std_ID_139', 'Std_ID_143', 'Std_ID_147', 'Std_ID_151', 'Std_ID_155', 'Std_ID_159', 'Std_ID_163', 'Std_ID_167', 'Std_ID_171', 'Std_ID_175', 'Std_ID_179', 'Std_ID_183', 'Std_ID_187', 'Std_ID_191', 'Std_ID_195', 'Std_ID_199', 'Std_ID_203', 'Std_ID_207', 'Std_ID_211', 'Std_ID_215', 'Std_ID_219', 'Std_ID_223', 'Std_ID_227', 'Std_ID_231', 'Std_ID_235', 'Std_ID_239', 'Std_ID_243', 'Std_ID_247', 'Std_ID_251', 'Std_ID_255', 'Std_ID_056', 'Std_ID_057', 'Std_ID_058']
21 CourseCode_11
22 ['Std_ID_208', 'Std_ID_237', 'Std_ID_061', 'Std_ID_133', 'Std_ID_119', 'Std_ID_132', 'Std_ID_168', 'Std_ID_238', 'Std_ID_170', 'Std_ID_190', 'Std_ID_066', 'Std_ID_093', 'Std_ID_243', 'Std_ID_148', 'Std_ID_205', 'Std_ID_033', 'Std_ID_078', 'Std_ID_191', 'Std_ID_111', 'Std_ID_090', 'Std_ID_079', 'Std_ID_083', 'Std_ID_086', 'Std_ID_020', 'Std_ID_029', 'Std_ID_022', 'Std_ID_131', 'Std_ID_071', 'Std_ID_055', 'Std_ID_141', 'Std_ID_049', 'Std_ID_115', 'Std_ID_202', 'Std_ID_122', 'Std_ID_075', 'Std_ID_222', 'Std_ID_149', 'Std_ID_021', 'Std_ID_018', 'Std_ID_124'] ['Std_ID_132', 'Std_ID_136', 'Std_ID_140', 'Std_ID_144', 'Std_ID_148', 'Std_ID_152', 'Std_ID_156', 'Std_ID_160', 'Std_ID_164', 'Std_ID_168', 'Std_ID_172', 'Std_ID_176', 'Std_ID_180', 'Std_ID_184', 'Std_ID_188', 'Std_ID_192', 'Std_ID_196', 'Std_ID_200', 'Std_ID_204', 'Std_ID_208', 'Std_ID_212', 'Std_ID_216', 'Std_ID_220', 'Std_ID_224', 'Std_ID_228', 'Std_ID_232', 'Std_ID_236', 'Std_ID_240', 'Std_ID_244', 'Std_ID_248', 'Std_ID_252', 'Std_ID_256', 'Std_ID_059', 'Std_ID_060', 'Std_ID_061']
23 CourseCode_12
24 ['Std_ID_066', 'Std_ID_052', 'Std_ID_091', 'Std_ID_008', 'Std_ID_148', 'Std_ID_003', 'Std_ID_040', 'Std_ID_187', 'Std_ID_170', 'Std_ID_147', 'Std_ID_111', 'Std_ID_027', 'Std_ID_142', 'Std_ID_188', 'Std_ID_202', 'Std_ID_176', 'Std_ID_079', 'Std_ID_145', 'Std_ID_058', 'Std_ID_089', 'Std_ID_190', 'Std_ID_044', 'Std_ID_062', 'Std_ID_112', 'Std_ID_099', 'Std_ID_220', 'Std_ID_203', 'Std_ID_222', 'Std_ID_117', 'Std_ID_061', 'Std_ID_118', 'Std_ID_217', 'Std_ID_109', 'Std_ID_223', 'Std_ID_002', 'Std_ID_019', 'Std_ID_121', 'Std_ID_100', 'Std_ID_152', 'Std_ID_213'] ['Std_ID_129', 'Std_ID_130', 'Std_ID_133', 'Std_ID_134', 'Std_ID_137', 'Std_ID_138', 'Std_ID_141', 'Std_ID_142', 'Std_ID_145', 'Std_ID_146', 'Std_ID_149', 'Std_ID_150', 'Std_ID_153', 'Std_ID_154', 'Std_ID_157', 'Std_ID_158', 'Std_ID_161', 'Std_ID_162', 'Std_ID_165', 'Std_ID_166', 'Std_ID_169', 'Std_ID_170', 'Std_ID_173', 'Std_ID_174', 'Std_ID_177', 'Std_ID_178', 'Std_ID_181', 'Std_ID_182', 'Std_ID_185', 'Std_ID_186', 'Std_ID_189', 'Std_ID_190', 'Std_ID_062', 'Std_ID_063', 'Std_ID_064']
25 CourseCode_13
26 ['Std_ID_175', 'Std_ID_205', 'Std_ID_019', 'Std_ID_142', 'Std_ID_243', 'Std_ID_246', 'Std_ID_186', 'Std_ID_228', 'Std_ID_137', 'Std_ID_080', 'Std_ID_130', 'Std_ID_105', 'Std_ID_216', 'Std_ID_201', 'Std_ID_135', 'Std_ID_218', 'Std_ID_096', 'Std_ID_109', 'Std_ID_026', 'Std_ID_229', 'Std_ID_207', 'Std_ID_014', 'Std_ID_179', 'Std_ID_192', 'Std_ID_158', 'Std_ID_102', 'Std_ID_011', 'Std_ID_094', 'Std_ID_057', 'Std_ID_010', 'Std_ID_062', 'Std_ID_090', 'Std_ID_125', 'Std_ID_219', 'Std_ID_153', 'Std_ID_122', 'Std_ID_248', 'Std_ID_181', 'Std_ID_058', 'Std_ID_037'] ['Std_ID_131', 'Std_ID_132', 'Std_ID_135', 'Std_ID_136', 'Std_ID_139', 'Std_ID_140', 'Std_ID_143', 'Std_ID_144', 'Std_ID_147', 'Std_ID_148', 'Std_ID_151', 'Std_ID_152', 'Std_ID_155', 'Std_ID_156', 'Std_ID_159', 'Std_ID_160', 'Std_ID_163', 'Std_ID_164', 'Std_ID_167', 'Std_ID_168', 'Std_ID_171', 'Std_ID_172', 'Std_ID_175', 'Std_ID_176', 'Std_ID_179', 'Std_ID_180', 'Std_ID_183', 'Std_ID_184', 'Std_ID_187', 'Std_ID_188', 'Std_ID_191', 'Std_ID_192', 'Std_ID_065', 'Std_ID_066', 'Std_ID_067']
27 CourseCode_14
28 ['Std_ID_018', 'Std_ID_052', 'Std_ID_227', 'Std_ID_003', 'Std_ID_208', 'Std_ID_012', 'Std_ID_162', 'Std_ID_042', 'Std_ID_141', 'Std_ID_063', 'Std_ID_019', 'Std_ID_096', 'Std_ID_192', 'Std_ID_124', 'Std_ID_245', 'Std_ID_200', 'Std_ID_219', 'Std_ID_092', 'Std_ID_222', 'Std_ID_020', 'Std_ID_077', 'Std_ID_109', 'Std_ID_174', 'Std_ID_087', 'Std_ID_028', 'Std_ID_083', 'Std_ID_122', 'Std_ID_201', 'Std_ID_117', 'Std_ID_054', 'Std_ID_080', 'Std_ID_010', 'Std_ID_221', 'Std_ID_131', 'Std_ID_024', 'Std_ID_234', 'Std_ID_036', 'Std_ID_177', 'Std_ID_161', 'Std_ID_126'] ['Std_ID_193', 'Std_ID_194', 'Std_ID_195', 'Std_ID_196', 'Std_ID_197', 'Std_ID_198', 'Std_ID_199', 'Std_ID_200', 'Std_ID_201', 'Std_ID_202', 'Std_ID_203', 'Std_ID_204', 'Std_ID_205', 'Std_ID_206', 'Std_ID_207', 'Std_ID_208', 'Std_ID_209', 'Std_ID_210', 'Std_ID_211', 'Std_ID_212', 'Std_ID_213', 'Std_ID_214', 'Std_ID_215', 'Std_ID_216', 'Std_ID_217', 'Std_ID_218', 'Std_ID_219', 'Std_ID_220', 'Std_ID_221', 'Std_ID_222', 'Std_ID_223', 'Std_ID_224', 'Std_ID_225', 'Std_ID_226', 'Std_ID_227', 'Std_ID_228', 'Std_ID_229', 'Std_ID_230', 'Std_ID_231', 'Std_ID_232', 'Std_ID_233', 'Std_ID_234', 'Std_ID_235', 'Std_ID_236', 'Std_ID_237', 'Std_ID_238', 'Std_ID_239', 'Std_ID_240', 'Std_ID_241', 'Std_ID_242', 'Std_ID_243', 'Std_ID_244', 'Std_ID_245', 'Std_ID_246', 'Std_ID_247', 'Std_ID_248', 'Std_ID_249', 'Std_ID_250', 'Std_ID_251', 'Std_ID_252', 'Std_ID_253', 'Std_ID_254', 'Std_ID_255', 'Std_ID_256']
29 CourseCode_15
30 ['Std_ID_142', 'Std_ID_050', 'Std_ID_115', 'Std_ID_076', 'Std_ID_011', 'Std_ID_035', 'Std_ID_191', 'Std_ID_059', 'Std_ID_032', 'Std_ID_030', 'Std_ID_012', 'Std_ID_015', 'Std_ID_150', 'Std_ID_121', 'Std_ID_124', 'Std_ID_061', 'Std_ID_075', 'Std_ID_133', 'Std_ID_166', 'Std_ID_069', 'Std_ID_094', 'Std_ID_158', 'Std_ID_144', 'Std_ID_199', 'Std_ID_096', 'Std_ID_177', 'Std_ID_014', 'Std_ID_022', 'Std_ID_004', 'Std_ID_233', 'Std_ID_172', 'Std_ID_180', 'Std_ID_223', 'Std_ID_073', 'Std_ID_018', 'Std_ID_057', 'Std_ID_224', 'Std_ID_099', 'Std_ID_062', 'Std_ID_232'] ['Std_ID_257', 'Std_ID_261', 'Std_ID_265', 'Std_ID_269', 'Std_ID_273', 'Std_ID_277', 'Std_ID_281', 'Std_ID_285', 'Std_ID_289', 'Std_ID_293', 'Std_ID_297', 'Std_ID_301', 'Std_ID_305', 'Std_ID_309', 'Std_ID_313', 'Std_ID_317', 'Std_ID_321', 'Std_ID_325', 'Std_ID_329', 'Std_ID_333', 'Std_ID_337', 'Std_ID_341', 'Std_ID_345', 'Std_ID_349', 'Std_ID_353', 'Std_ID_357', 'Std_ID_361', 'Std_ID_365', 'Std_ID_369', 'Std_ID_373', 'Std_ID_377', 'Std_ID_381', 'Std_ID_100', 'Std_ID_101', 'Std_ID_102']
31 CourseCode_16
32 ['Std_ID_020', 'Std_ID_124', 'Std_ID_097', 'Std_ID_092', 'Std_ID_100', 'Std_ID_119', 'Std_ID_177', 'Std_ID_011', 'Std_ID_017', 'Std_ID_114', 'Std_ID_087', 'Std_ID_007', 'Std_ID_132', 'Std_ID_208', 'Std_ID_082', 'Std_ID_002', 'Std_ID_116', 'Std_ID_057', 'Std_ID_210', 'Std_ID_045', 'Std_ID_005', 'Std_ID_139', 'Std_ID_028', 'Std_ID_051', 'Std_ID_144', 'Std_ID_207', 'Std_ID_056', 'Std_ID_042', 'Std_ID_211', 'Std_ID_231', 'Std_ID_203', 'Std_ID_196', 'Std_ID_009', 'Std_ID_106', 'Std_ID_133', 'Std_ID_151', 'Std_ID_058', 'Std_ID_101', 'Std_ID_125', 'Std_ID_232'] ['Std_ID_258', 'Std_ID_262', 'Std_ID_266', 'Std_ID_270', 'Std_ID_274', 'Std_ID_278', 'Std_ID_282', 'Std_ID_286', 'Std_ID_290', 'Std_ID_294', 'Std_ID_298', 'Std_ID_302', 'Std_ID_306', 'Std_ID_310', 'Std_ID_314', 'Std_ID_318', 'Std_ID_322', 'Std_ID_326', 'Std_ID_330', 'Std_ID_334', 'Std_ID_338', 'Std_ID_342', 'Std_ID_346', 'Std_ID_350', 'Std_ID_354', 'Std_ID_358', 'Std_ID_362', 'Std_ID_366', 'Std_ID_370', 'Std_ID_374', 'Std_ID_378', 'Std_ID_382', 'Std_ID_103', 'Std_ID_104', 'Std_ID_105']
33 CourseCode_17
34 ['Std_ID_122', 'Std_ID_224', 'Std_ID_056', 'Std_ID_221', 'Std_ID_054', 'Std_ID_237', 'Std_ID_180', 'Std_ID_052', 'Std_ID_020', 'Std_ID_131', 'Std_ID_106', 'Std_ID_231', 'Std_ID_011', 'Std_ID_064', 'Std_ID_069', 'Std_ID_062', 'Std_ID_239', 'Std_ID_019', 'Std_ID_227', 'Std_ID_053', 'Std_ID_119', 'Std_ID_160', 'Std_ID_184', 'Std_ID_240', 'Std_ID_250', 'Std_ID_030', 'Std_ID_177', 'Std_ID_241', 'Std_ID_038', 'Std_ID_129', 'Std_ID_098', 'Std_ID_104', 'Std_ID_158', 'Std_ID_026', 'Std_ID_202', 'Std_ID_015', 'Std_ID_058', 'Std_ID_109', 'Std_ID_152', 'Std_ID_190'] ['Std_ID_259', 'Std_ID_263', 'Std_ID_267', 'Std_ID_271', 'Std_ID_275', 'Std_ID_279', 'Std_ID_283', 'Std_ID_287', 'Std_ID_291', 'Std_ID_295', 'Std_ID_299', 'Std_ID_303', 'Std_ID_307', 'Std_ID_311', 'Std_ID_315', 'Std_ID_319', 'Std_ID_323', 'Std_ID_327', 'Std_ID_331', 'Std_ID_335', 'Std_ID_339', 'Std_ID_343', 'Std_ID_347', 'Std_ID_351', 'Std_ID_355', 'Std_ID_359', 'Std_ID_363', 'Std_ID_367', 'Std_ID_371', 'Std_ID_375', 'Std_ID_379', 'Std_ID_383', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108']
35 CourseCode_18
36 ['Std_ID_117', 'Std_ID_136', 'Std_ID_149', 'Std_ID_126', 'Std_ID_006', 'Std_ID_063', 'Std_ID_151', 'Std_ID_060', 'Std_ID_012', 'Std_ID_090', 'Std_ID_154', 'Std_ID_240', 'Std_ID_065', 'Std_ID_162', 'Std_ID_102', 'Std_ID_043', 'Std_ID_144', 'Std_ID_121', 'Std_ID_156', 'Std_ID_066', 'Std_ID_083', 'Std_ID_199', 'Std_ID_143', 'Std_ID_047', 'Std_ID_207', 'Std_ID_189', 'Std_ID_177', 'Std_ID_250', 'Std_ID_210', 'Std_ID_197', 'Std_ID_003', 'Std_ID_246', 'Std_ID_077', 'Std_ID_215', 'Std_ID_086', 'Std_ID_204', 'Std_ID_223', 'Std_ID_067', 'Std_ID_115', 'Std_ID_082'] ['Std_ID_260', 'Std_ID_264', 'Std_ID_268', 'Std_ID_272', 'Std_ID_276', 'Std_ID_280', 'Std_ID_284', 'Std_ID_288', 'Std_ID_292', 'Std_ID_296', 'Std_ID_300', 'Std_ID_304', 'Std_ID_308', 'Std_ID_312', 'Std_ID_316', 'Std_ID_320', 'Std_ID_324', 'Std_ID_328', 'Std_ID_332', 'Std_ID_336', 'Std_ID_340', 'Std_ID_344', 'Std_ID_348', 'Std_ID_352', 'Std_ID_356', 'Std_ID_360', 'Std_ID_364', 'Std_ID_368', 'Std_ID_372', 'Std_ID_376', 'Std_ID_380', 'Std_ID_384', 'Std_ID_109', 'Std_ID_110', 'Std_ID_111']
37 CourseCode_19
38 ['Std_ID_250', 'Std_ID_067', 'Std_ID_022', 'Std_ID_114', 'Std_ID_060', 'Std_ID_133', 'Std_ID_236', 'Std_ID_039', 'Std_ID_005', 'Std_ID_032', 'Std_ID_071', 'Std_ID_132', 'Std_ID_087', 'Std_ID_229', 'Std_ID_047', 'Std_ID_029', 'Std_ID_235', 'Std_ID_216', 'Std_ID_199', 'Std_ID_204', 'Std_ID_163', 'Std_ID_168', 'Std_ID_147', 'Std_ID_014', 'Std_ID_187', 'Std_ID_179', 'Std_ID_160', 'Std_ID_035', 'Std_ID_167', 'Std_ID_173', 'Std_ID_248', 'Std_ID_026', 'Std_ID_211', 'Std_ID_003', 'Std_ID_112', 'Std_ID_105', 'Std_ID_191', 'Std_ID_095', 'Std_ID_011', 'Std_ID_092'] ['Std_ID_257', 'Std_ID_258', 'Std_ID_261', 'Std_ID_262', 'Std_ID_265', 'Std_ID_266', 'Std_ID_269', 'Std_ID_270', 'Std_ID_273', 'Std_ID_274', 'Std_ID_277', 'Std_ID_278', 'Std_ID_281', 'Std_ID_282', 'Std_ID_285', 'Std_ID_286', 'Std_ID_289', 'Std_ID_290', 'Std_ID_293', 'Std_ID_294', 'Std_ID_297', 'Std_ID_298', 'Std_ID_301', 'Std_ID_302', 'Std_ID_305', 'Std_ID_306', 'Std_ID_309', 'Std_ID_310', 'Std_ID_313', 'Std_ID_314', 'Std_ID_317', 'Std_ID_318', 'Std_ID_112', 'Std_ID_113', 'Std_ID_114']
39 CourseCode_20
40 ['Std_ID_222', 'Std_ID_125', 'Std_ID_188', 'Std_ID_088', 'Std_ID_095', 'Std_ID_046', 'Std_ID_201', 'Std_ID_051', 'Std_ID_104', 'Std_ID_130', 'Std_ID_092', 'Std_ID_057', 'Std_ID_217', 'Std_ID_181', 'Std_ID_227', 'Std_ID_136', 'Std_ID_064', 'Std_ID_133', 'Std_ID_059', 'Std_ID_065', 'Std_ID_169', 'Std_ID_233', 'Std_ID_129', 'Std_ID_123', 'Std_ID_193', 'Std_ID_079', 'Std_ID_172', 'Std_ID_204', 'Std_ID_208', 'Std_ID_246', 'Std_ID_001', 'Std_ID_174', 'Std_ID_007', 'Std_ID_189', 'Std_ID_203', 'Std_ID_205', 'Std_ID_183', 'Std_ID_048', 'Std_ID_121', 'Std_ID_177'] ['Std_ID_259', 'Std_ID_260', 'Std_ID_263', 'Std_ID_264', 'Std_ID_267', 'Std_ID_268', 'Std_ID_271', 'Std_ID_272', 'Std_ID_275', 'Std_ID_276', 'Std_ID_279', 'Std_ID_280', 'Std_ID_283', 'Std_ID_284', 'Std_ID_287', 'Std_ID_288', 'Std_ID_291', 'Std_ID_292', 'Std_ID_295', 'Std_ID_296', 'Std_ID_299', 'Std_ID_300', 'Std_ID_303', 'Std_ID_304', 'Std_ID_307', 'Std_ID_308', 'Std_ID_311', 'Std_ID_312', 'Std_ID_315', 'Std_ID_316', 'Std_ID_319', 'Std_ID_320', 'Std_ID_115', 'Std_ID_116', 'Std_ID_117']
41 CourseCode_21
42 ['Std_ID_321', 'Std_ID_322', 'Std_ID_323', 'Std_ID_324', 'Std_ID_325', 'Std_ID_326', 'Std_ID_327', 'Std_ID_328', 'Std_ID_329', 'Std_ID_330', 'Std_ID_331', 'Std_ID_332', 'Std_ID_333', 'Std_ID_334', 'Std_ID_335', 'Std_ID_336', 'Std_ID_337', 'Std_ID_338', 'Std_ID_339', 'Std_ID_340', 'Std_ID_341', 'Std_ID_342', 'Std_ID_343', 'Std_ID_344', 'Std_ID_345', 'Std_ID_346', 'Std_ID_347', 'Std_ID_348', 'Std_ID_349', 'Std_ID_350', 'Std_ID_351', 'Std_ID_352', 'Std_ID_353', 'Std_ID_354', 'Std_ID_355', 'Std_ID_356', 'Std_ID_357', 'Std_ID_358', 'Std_ID_359', 'Std_ID_360', 'Std_ID_361', 'Std_ID_362', 'Std_ID_363', 'Std_ID_364', 'Std_ID_365', 'Std_ID_366', 'Std_ID_367', 'Std_ID_368', 'Std_ID_369', 'Std_ID_370', 'Std_ID_371', 'Std_ID_372', 'Std_ID_373', 'Std_ID_374', 'Std_ID_375', 'Std_ID_376', 'Std_ID_377', 'Std_ID_378', 'Std_ID_379', 'Std_ID_380', 'Std_ID_381', 'Std_ID_382', 'Std_ID_383', 'Std_ID_384']
43 CourseCode_22
44 ['Std_ID_385', 'Std_ID_389', 'Std_ID_393', 'Std_ID_397', 'Std_ID_401', 'Std_ID_405', 'Std_ID_409', 'Std_ID_413', 'Std_ID_417', 'Std_ID_421', 'Std_ID_425', 'Std_ID_429', 'Std_ID_433', 'Std_ID_437', 'Std_ID_441', 'Std_ID_445', 'Std_ID_449', 'Std_ID_453', 'Std_ID_457', 'Std_ID_461', 'Std_ID_465', 'Std_ID_469', 'Std_ID_473', 'Std_ID_477', 'Std_ID_481', 'Std_ID_485', 'Std_ID_489', 'Std_ID_493', 'Std_ID_497', 'Std_ID_150', 'Std_ID_151', 'Std_ID_152']
45 CourseCode_23
46 ['Std_ID_386', 'Std_ID_390', 'Std_ID_394', 'Std_ID_398', 'Std_ID_402', 'Std_ID_406', 'Std_ID_410', 'Std_ID_414', 'Std_ID_418', 'Std_ID_422', 'Std_ID_426', 'Std_ID_430', 'Std_ID_434', 'Std_ID_438', 'Std_ID_442', 'Std_ID_446', 'Std_ID_450', 'Std_ID_454', 'Std_ID_458', 'Std_ID_462', 'Std_ID_466', 'Std_ID_470', 'Std_ID_474', 'Std_ID_478', 'Std_ID_482', 'Std_ID_486', 'Std_ID_490', 'Std_ID_494', 'Std_ID_498', 'Std_ID_153', 'Std_ID_154', 'Std_ID_155']
47 CourseCode_24
48 ['Std_ID_387', 'Std_ID_391', 'Std_ID_395', 'Std_ID_399', 'Std_ID_403', 'Std_ID_407', 'Std_ID_411', 'Std_ID_415', 'Std_ID_419', 'Std_ID_423', 'Std_ID_427', 'Std_ID_431', 'Std_ID_435', 'Std_ID_439', 'Std_ID_443', 'Std_ID_447', 'Std_ID_451', 'Std_ID_455', 'Std_ID_459', 'Std_ID_463', 'Std_ID_467', 'Std_ID_471', 'Std_ID_475', 'Std_ID_479', 'Std_ID_483', 'Std_ID_487', 'Std_ID_491', 'Std_ID_495', 'Std_ID_499', 'Std_ID_156', 'Std_ID_157', 'Std_ID_158']
49 CourseCode_25
50 ['Std_ID_388', 'Std_ID_392', 'Std_ID_396', 'Std_ID_400', 'Std_ID_404', 'Std_ID_408', 'Std_ID_412', 'Std_ID_416', 'Std_ID_420', 'Std_ID_424', 'Std_ID_428', 'Std_ID_432', 'Std_ID_436', 'Std_ID_440', 'Std_ID_444', 'Std_ID_448', 'Std_ID_452', 'Std_ID_456', 'Std_ID_460', 'Std_ID_464', 'Std_ID_468', 'Std_ID_472', 'Std_ID_476', 'Std_ID_480', 'Std_ID_484', 'Std_ID_488', 'Std_ID_492', 'Std_ID_496', 'Std_ID_500', 'Std_ID_159', 'Std_ID_160', 'Std_ID_161']
51 CourseCode_26
52 ['Std_ID_385', 'Std_ID_386', 'Std_ID_389', 'Std_ID_390', 'Std_ID_393', 'Std_ID_394', 'Std_ID_397', 'Std_ID_398', 'Std_ID_401', 'Std_ID_402', 'Std_ID_405', 'Std_ID_406', 'Std_ID_409', 'Std_ID_410', 'Std_ID_413', 'Std_ID_414', 'Std_ID_417', 'Std_ID_418', 'Std_ID_421', 'Std_ID_422', 'Std_ID_425', 'Std_ID_426', 'Std_ID_429', 'Std_ID_430', 'Std_ID_433', 'Std_ID_434', 'Std_ID_437', 'Std_ID_438', 'Std_ID_441', 'Std_ID_442', 'Std_ID_445', 'Std_ID_446', 'Std_ID_449', 'Std_ID_450', 'Std_ID_162', 'Std_ID_163', 'Std_ID_164']
53 CourseCode_27
54 ['Std_ID_387', 'Std_ID_388', 'Std_ID_391', 'Std_ID_392', 'Std_ID_395', 'Std_ID_396', 'Std_ID_399', 'Std_ID_400', 'Std_ID_403', 'Std_ID_404', 'Std_ID_407', 'Std_ID_408', 'Std_ID_411', 'Std_ID_412', 'Std_ID_415', 'Std_ID_416', 'Std_ID_419', 'Std_ID_420', 'Std_ID_423', 'Std_ID_424', 'Std_ID_427', 'Std_ID_428', 'Std_ID_431', 'Std_ID_432', 'Std_ID_435', 'Std_ID_436', 'Std_ID_439', 'Std_ID_440', 'Std_ID_443', 'Std_ID_444', 'Std_ID_447', 'Std_ID_448', 'Std_ID_451', 'Std_ID_452', 'Std_ID_165', 'Std_ID_166', 'Std_ID_167']
55 CourseCode_28
56 ['Std_ID_453', 'Std_ID_454', 'Std_ID_455', 'Std_ID_456', 'Std_ID_457', 'Std_ID_458', 'Std_ID_459', 'Std_ID_460', 'Std_ID_461', 'Std_ID_462', 'Std_ID_463', 'Std_ID_464', 'Std_ID_465', 'Std_ID_466', 'Std_ID_467', 'Std_ID_468', 'Std_ID_469', 'Std_ID_470', 'Std_ID_471', 'Std_ID_472', 'Std_ID_473', 'Std_ID_474', 'Std_ID_475', 'Std_ID_476', 'Std_ID_477', 'Std_ID_478', 'Std_ID_479', 'Std_ID_480', 'Std_ID_481', 'Std_ID_482', 'Std_ID_483', 'Std_ID_484', 'Std_ID_485', 'Std_ID_486', 'Std_ID_487', 'Std_ID_488', 'Std_ID_489', 'Std_ID_490', 'Std_ID_491', 'Std_ID_492', 'Std_ID_493', 'Std_ID_494', 'Std_ID_495', 'Std_ID_496', 'Std_ID_497', 'Std_ID_498', 'Std_ID_499', 'Std_ID_500']
57 CourseCode_29
58 ['Std_ID_001', 'Std_ID_025', 'Std_ID_050', 'Std_ID_075', 'Std_ID_100', 'Std_ID_125', 'Std_ID_150', 'Std_ID_175', 'Std_ID_200', 'Std_ID_225', 'Std_ID_250', 'Std_ID_275', 'Std_ID_300', 'Std_ID_325', 'Std_ID_350', 'Std_ID_375', 'Std_ID_400', 'Std_ID_425', 'Std_ID_450', 'Std_ID_475', 'Std_ID_500']
59 CourseCode_30
60 ['Std_ID_010', 'Std_ID_020', 'Std_ID_030', 'Std_ID_040', 'Std_ID_060', 'Std_ID_070', 'Std_ID_080', 'Std_ID_090', 'Std_ID_110', 'Std_ID_120', 'Std_ID_130', 'Std_ID_140', 'Std_ID_160', 'Std_ID_170', 'Std_ID_180', 'Std_ID_190', 'Std_ID_210', 'Std_ID_220', 'Std_ID_230', 'Std_ID_240', 'Std_ID_260', 'Std_ID_270', 'Std_ID_280', 'Std_ID_290', 'Std_ID_310', 'Std_ID_320', 'Std_ID_330', 'Std_ID_340', 'Std_ID_360', 'Std_ID_370', 'Std_ID_380', 'Std_ID_390', 'Std_ID_410', 'Std_ID_420', 'Std_ID_430', 'Std_ID_440', 'Std_ID_460', 'Std_ID_470', 'Std_ID_480', 'Std_ID_490']
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

25
sampleData/sampleData_AllClassroomsAndTheirCapacities.csv
View File

@@ -1,11 +1,16 @@
ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM
Classroom_01;40
Classroom_02;40
Classroom_03;40
Classroom_04;40
Classroom_05;40
Classroom_06;40
Classroom_07;40
Classroom_08;40
Classroom_09;40
Classroom_10;40
Classroom_01;50
Classroom_02;50
Classroom_03;75
Classroom_04;75
Classroom_05;100
Classroom_06;100
Classroom_07;120
Classroom_08;120
Classroom_09;150
Classroom_10;150
Classroom_11;200
Classroom_12;200
Classroom_13;80
Classroom_14;80
Classroom_15;60
1 ALL OF THE CLASSROOMS AND THEIR CAPACITIES IN THE SYSTEM
2 Classroom_01 40 50
3 Classroom_02 40 50
4 Classroom_03 40 75
5 Classroom_04 40 75
6 Classroom_05 40 100
7 Classroom_06 40 100
8 Classroom_07 40 120
9 Classroom_08 40 120
10 Classroom_09 40 150
11 Classroom_10 40 150
12 Classroom_11 200
13 Classroom_12 200
14 Classroom_13 80
15 Classroom_14 80
16 Classroom_15 60

10
sampleData/sampleData_AllCourses.csv
View File

@@ -19,3 +19,13 @@ CourseCode_17
CourseCode_18
CourseCode_19
CourseCode_20
CourseCode_21
CourseCode_22
CourseCode_23
CourseCode_24
CourseCode_25
CourseCode_26
CourseCode_27
CourseCode_28
CourseCode_29
CourseCode_30
1 ALL OF THE COURSES IN THE SYSTEM
19 CourseCode_18
20 CourseCode_19
21 CourseCode_20
22 CourseCode_21
23 CourseCode_22
24 CourseCode_23
25 CourseCode_24
26 CourseCode_25
27 CourseCode_26
28 CourseCode_27
29 CourseCode_28
30 CourseCode_29
31 CourseCode_30

250
sampleData/sampleData_AllStudents.csv
View File

@@ -249,3 +249,253 @@ Std_ID_247
Std_ID_248
Std_ID_249
Std_ID_250
Std_ID_251
Std_ID_252
Std_ID_253
Std_ID_254
Std_ID_255
Std_ID_256
Std_ID_257
Std_ID_258
Std_ID_259
Std_ID_260
Std_ID_261
Std_ID_262
Std_ID_263
Std_ID_264
Std_ID_265
Std_ID_266
Std_ID_267
Std_ID_268
Std_ID_269
Std_ID_270
Std_ID_271
Std_ID_272
Std_ID_273
Std_ID_274
Std_ID_275
Std_ID_276
Std_ID_277
Std_ID_278
Std_ID_279
Std_ID_280
Std_ID_281
Std_ID_282
Std_ID_283
Std_ID_284
Std_ID_285
Std_ID_286
Std_ID_287
Std_ID_288
Std_ID_289
Std_ID_290
Std_ID_291
Std_ID_292
Std_ID_293
Std_ID_294
Std_ID_295
Std_ID_296
Std_ID_297
Std_ID_298
Std_ID_299
Std_ID_300
Std_ID_301
Std_ID_302
Std_ID_303
Std_ID_304
Std_ID_305
Std_ID_306
Std_ID_307
Std_ID_308
Std_ID_309
Std_ID_310
Std_ID_311
Std_ID_312
Std_ID_313
Std_ID_314
Std_ID_315
Std_ID_316
Std_ID_317
Std_ID_318
Std_ID_319
Std_ID_320
Std_ID_321
Std_ID_322
Std_ID_323
Std_ID_324
Std_ID_325
Std_ID_326
Std_ID_327
Std_ID_328
Std_ID_329
Std_ID_330
Std_ID_331
Std_ID_332
Std_ID_333
Std_ID_334
Std_ID_335
Std_ID_336
Std_ID_337
Std_ID_338
Std_ID_339
Std_ID_340
Std_ID_341
Std_ID_342
Std_ID_343
Std_ID_344
Std_ID_345
Std_ID_346
Std_ID_347
Std_ID_348
Std_ID_349
Std_ID_350
Std_ID_351
Std_ID_352
Std_ID_353
Std_ID_354
Std_ID_355
Std_ID_356
Std_ID_357
Std_ID_358
Std_ID_359
Std_ID_360
Std_ID_361
Std_ID_362
Std_ID_363
Std_ID_364
Std_ID_365
Std_ID_366
Std_ID_367
Std_ID_368
Std_ID_369
Std_ID_370
Std_ID_371
Std_ID_372
Std_ID_373
Std_ID_374
Std_ID_375
Std_ID_376
Std_ID_377
Std_ID_378
Std_ID_379
Std_ID_380
Std_ID_381
Std_ID_382
Std_ID_383
Std_ID_384
Std_ID_385
Std_ID_386
Std_ID_387
Std_ID_388
Std_ID_389
Std_ID_390
Std_ID_391
Std_ID_392
Std_ID_393
Std_ID_394
Std_ID_395
Std_ID_396
Std_ID_397
Std_ID_398
Std_ID_399
Std_ID_400
Std_ID_401
Std_ID_402
Std_ID_403
Std_ID_404
Std_ID_405
Std_ID_406
Std_ID_407
Std_ID_408
Std_ID_409
Std_ID_410
Std_ID_411
Std_ID_412
Std_ID_413
Std_ID_414
Std_ID_415
Std_ID_416
Std_ID_417
Std_ID_418
Std_ID_419
Std_ID_420
Std_ID_421
Std_ID_422
Std_ID_423
Std_ID_424
Std_ID_425
Std_ID_426
Std_ID_427
Std_ID_428
Std_ID_429
Std_ID_430
Std_ID_431
Std_ID_432
Std_ID_433
Std_ID_434
Std_ID_435
Std_ID_436
Std_ID_437
Std_ID_438
Std_ID_439
Std_ID_440
Std_ID_441
Std_ID_442
Std_ID_443
Std_ID_444
Std_ID_445
Std_ID_446
Std_ID_447
Std_ID_448
Std_ID_449
Std_ID_450
Std_ID_451
Std_ID_452
Std_ID_453
Std_ID_454
Std_ID_455
Std_ID_456
Std_ID_457
Std_ID_458
Std_ID_459
Std_ID_460
Std_ID_461
Std_ID_462
Std_ID_463
Std_ID_464
Std_ID_465
Std_ID_466
Std_ID_467
Std_ID_468
Std_ID_469
Std_ID_470
Std_ID_471
Std_ID_472
Std_ID_473
Std_ID_474
Std_ID_475
Std_ID_476
Std_ID_477
Std_ID_478
Std_ID_479
Std_ID_480
Std_ID_481
Std_ID_482
Std_ID_483
Std_ID_484
Std_ID_485
Std_ID_486
Std_ID_487
Std_ID_488
Std_ID_489
Std_ID_490
Std_ID_491
Std_ID_492
Std_ID_493
Std_ID_494
Std_ID_495
Std_ID_496
Std_ID_497
Std_ID_498
Std_ID_499
Std_ID_500
1 ALL OF THE STUDENTS IN THE SYSTEM
249 Std_ID_248
250 Std_ID_249
251 Std_ID_250
252 Std_ID_251
253 Std_ID_252
254 Std_ID_253
255 Std_ID_254
256 Std_ID_255
257 Std_ID_256
258 Std_ID_257
259 Std_ID_258
260 Std_ID_259
261 Std_ID_260
262 Std_ID_261
263 Std_ID_262
264 Std_ID_263
265 Std_ID_264
266 Std_ID_265
267 Std_ID_266
268 Std_ID_267
269 Std_ID_268
270 Std_ID_269
271 Std_ID_270
272 Std_ID_271
273 Std_ID_272
274 Std_ID_273
275 Std_ID_274
276 Std_ID_275
277 Std_ID_276
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src/main/java/org/example/se302/service/ScheduleGeneratorService.java
View File

@@ -6,105 +6,261 @@ import java.util.*;
import java.util.concurrent.atomic.AtomicBoolean;
/**
* Service for generating exam schedules using Constraint Satisfaction Problem
* (CSP) solving.
* Implements backtracking algorithm with MRV and LCV heuristics.
* Works with the day/timeSlotIndex based ExamAssignment architecture.
* Service for generating exam schedules using a greedy constraint-based
* algorithm.
*
* Constraints enforced:
* 1. No student can have two exams at the same time
* 2. No student can have more than 2 exams per day
* 3. Students need at least 1 hour break between consecutive exams
* 4. Number of concurrent exams cannot exceed available classrooms
*
* Features:
* - Multiple exams can be scheduled in the same time slot (in different
* classrooms)
* - Timeout protection (30 seconds max)
* - Clear error messages on failure
*/
public class ScheduleGeneratorService {
private final DataManager dataManager;
private final ConstraintValidator validator;
private final AtomicBoolean cancelled;
private ProgressListener progressListener;
// Timeout in milliseconds (30 seconds)
private static final long TIMEOUT_MS = 30000;
// Minimum break between exams in slots (1 hour = 1 slot typically)
private static final int MIN_BREAK_SLOTS = 1;
// Maximum exams per student per day
private static final int MAX_EXAMS_PER_DAY = 2;
public ScheduleGeneratorService() {
this.dataManager = DataManager.getInstance();
this.validator = new ConstraintValidator();
this.cancelled = new AtomicBoolean(false);
}
/**
* Generate an exam schedule based on configuration.
* Uses multi-restart optimization to find the best schedule among multiple attempts.
* Uses greedy algorithm with conflict detection.
*/
public ScheduleResult generateSchedule(ScheduleConfiguration config) {
cancelled.set(false);
long startTime = System.currentTimeMillis();
// Validate input
if (dataManager.getTotalCourses() == 0) {
return ScheduleResult.failure("No courses to schedule");
return ScheduleResult.failure("No courses to schedule. Please import course data first.");
}
if (dataManager.getTotalClassrooms() == 0) {
return ScheduleResult.failure("No classrooms available");
return ScheduleResult.failure("No classrooms available. Please import classroom data first.");
}
// Get courses ordered by MRV heuristic
List<Course> coursesToSchedule = getCoursesOrderedByMRV();
List<Course> courses = new ArrayList<>(dataManager.getCourses());
List<Classroom> classrooms = new ArrayList<>(dataManager.getClassrooms());
// Multi-restart optimization: try multiple schedules and pick the best
int numRestarts = 5; // Generate 5 different schedules
ScheduleState bestSchedule = null;
double bestScore = Double.MAX_VALUE;
int successfulAttempts = 0;
// Build conflict graph: which courses share students
Map<String, Set<String>> conflictGraph = buildConflictGraph(courses);
updateProgress(0, numRestarts, "Generating schedules (multi-restart optimization)...");
// Sort courses by number of conflicts (most constrained first)
courses.sort((c1, c2) -> {
int conflicts1 = conflictGraph.getOrDefault(c1.getCourseCode(), Collections.emptySet()).size();
int conflicts2 = conflictGraph.getOrDefault(c2.getCourseCode(), Collections.emptySet()).size();
if (conflicts1 != conflicts2) {
return Integer.compare(conflicts2, conflicts1); // More conflicts first
}
// Tiebreaker: more students first
return Integer.compare(c2.getEnrolledStudentsCount(), c1.getEnrolledStudentsCount());
});
for (int attempt = 0; attempt < numRestarts; attempt++) {
// Initialize schedule state
ScheduleState scheduleState = initializeScheduleState(config);
// Track student exam assignments: studentId -> list of (day, slot) pairs
Map<String, List<int[]>> studentExams = new HashMap<>();
// Track classroom usage: "day-slot" -> set of used classroom IDs
Map<String, Set<String>> slotClassrooms = new HashMap<>();
int totalCourses = courses.size();
int scheduledCount = 0;
updateProgress(0, totalCourses, "Starting schedule generation...");
// Try to schedule each course
for (int i = 0; i < courses.size(); i++) {
// Check timeout
if (System.currentTimeMillis() - startTime > TIMEOUT_MS) {
return ScheduleResult.failure(
String.format("Scheduling timed out after 30 seconds. Scheduled %d/%d courses. " +
"Try increasing the number of days or time slots.", scheduledCount, totalCourses));
}
// Check cancellation
if (cancelled.get()) {
return ScheduleResult.cancelled();
}
// Create fresh schedule state for this attempt
ScheduleState scheduleState = initializeScheduleState(config);
Course course = courses.get(i);
List<String> enrolledStudentsList = course.getEnrolledStudents();
Set<String> enrolledStudents = new HashSet<>(enrolledStudentsList);
updateProgress(attempt, numRestarts,
String.format("Attempt %d/%d: Starting backtracking...", attempt + 1, numRestarts));
updateProgress(i, totalCourses, "Scheduling " + course.getCourseCode() + "...");
// Randomize search order slightly for diversity
List<Course> shuffledCourses = new ArrayList<>(coursesToSchedule);
if (attempt > 0) {
// Keep MRV heuristic but add small random perturbation
shuffledCourses = perturbCourseOrder(shuffledCourses, attempt);
}
// Find a valid slot for this course
boolean assigned = false;
String failureReason = "";
// Run backtracking
boolean success = backtrack(scheduleState, shuffledCourses, 0, config);
// Try each day and slot
dayLoop: for (int day = 0; day < config.getNumDays() && !assigned; day++) {
for (int slot = 0; slot < config.getSlotsPerDay() && !assigned; slot++) {
// Check if this slot is valid for all enrolled students
String slotKey = day + "-" + slot;
boolean slotValid = true;
String reason = "";
if (success) {
successfulAttempts++;
for (String studentId : enrolledStudents) {
// Check constraint 1: No concurrent exams
List<int[]> studentExamList = studentExams.getOrDefault(studentId, new ArrayList<>());
for (int[] exam : studentExamList) {
if (exam[0] == day && exam[1] == slot) {
slotValid = false;
reason = "Student " + studentId + " already has exam at this time";
break;
}
}
if (!slotValid)
break;
// Evaluate this schedule using objective function
double score = ScheduleObjective.evaluateSchedule(scheduleState, config, dataManager);
// Check constraint 2: Max 2 exams per day
int examsToday = 0;
for (int[] exam : studentExamList) {
if (exam[0] == day)
examsToday++;
}
if (examsToday >= MAX_EXAMS_PER_DAY) {
slotValid = false;
reason = "Student " + studentId + " already has " + MAX_EXAMS_PER_DAY + " exams on day "
+ (day + 1);
break;
}
updateProgress(attempt + 1, numRestarts,
String.format("Attempt %d/%d: Found schedule (score: %.1f, best: %.1f)",
attempt + 1, numRestarts, score, bestScore));
// Check constraint 3: At least 1 hour break between exams
for (int[] exam : studentExamList) {
if (exam[0] == day) {
int slotDiff = Math.abs(exam[1] - slot);
if (slotDiff > 0 && slotDiff <= MIN_BREAK_SLOTS) {
slotValid = false;
reason = "Student " + studentId + " needs at least 1 hour break between exams";
break;
}
}
}
if (!slotValid)
break;
}
if (score < bestScore) {
bestScore = score;
bestSchedule = scheduleState.copy();
if (!slotValid) {
failureReason = reason;
continue;
}
// Check constraint 4: Find available classroom
Set<String> usedClassrooms = slotClassrooms.getOrDefault(slotKey, new HashSet<>());
Classroom selectedClassroom = null;
// Sort classrooms by capacity (prefer smallest that fits)
List<Classroom> sortedClassrooms = new ArrayList<>(classrooms);
sortedClassrooms.sort(Comparator.comparingInt(Classroom::getCapacity));
for (Classroom classroom : sortedClassrooms) {
if (!usedClassrooms.contains(classroom.getClassroomId()) &&
classroom.getCapacity() >= course.getEnrolledStudentsCount()) {
selectedClassroom = classroom;
break;
}
}
if (selectedClassroom == null) {
failureReason = "No available classroom with sufficient capacity at day " + (day + 1) + " slot "
+ (slot + 1);
continue;
}
// All constraints satisfied - assign the exam
ExamAssignment assignment = scheduleState.getAssignment(course.getCourseCode());
scheduleState.updateAssignment(
assignment.getCourseCode(),
day,
slot,
selectedClassroom.getClassroomId());
// Update tracking structures
for (String studentId : enrolledStudents) {
studentExams.computeIfAbsent(studentId, k -> new ArrayList<>())
.add(new int[] { day, slot });
}
usedClassrooms.add(selectedClassroom.getClassroomId());
slotClassrooms.put(slotKey, usedClassrooms);
assigned = true;
scheduledCount++;
}
} else {
updateProgress(attempt + 1, numRestarts,
String.format("Attempt %d/%d: No valid schedule", attempt + 1, numRestarts));
}
if (!assigned) {
return ScheduleResult.failure(
String.format("Could not schedule course %s. %s. " +
"Scheduled %d/%d courses before failure. " +
"Try increasing days/slots or reducing course conflicts.",
course.getCourseCode(), failureReason, scheduledCount, totalCourses));
}
}
if (cancelled.get()) {
return ScheduleResult.cancelled();
// Validate final schedule
int violations = validateSchedule(scheduleState, studentExams);
scheduleState.setConstraintViolations(violations);
updateProgress(totalCourses, totalCourses,
String.format("Complete! Scheduled all %d courses.", totalCourses));
return ScheduleResult.success(scheduleState);
}
/**
* Build conflict graph - courses that share students cannot be scheduled at the
* same time.
*/
private Map<String, Set<String>> buildConflictGraph(List<Course> courses) {
Map<String, Set<String>> conflictGraph = new HashMap<>();
// Map student to their courses
Map<String, Set<String>> studentCourses = new HashMap<>();
for (Course course : courses) {
for (String studentId : course.getEnrolledStudents()) {
studentCourses.computeIfAbsent(studentId, k -> new HashSet<>())
.add(course.getCourseCode());
}
}
if (bestSchedule != null) {
updateProgress(numRestarts, numRestarts,
String.format("Complete! Best schedule: score %.1f (%d/%d attempts succeeded)",
bestScore, successfulAttempts, numRestarts));
return ScheduleResult.success(bestSchedule);
} else {
return ScheduleResult.failure(
"No valid schedule found in " + numRestarts + " attempts. " +
"Try increasing days/slots or relaxing constraints.");
// Build conflict edges
for (Set<String> coursesOfStudent : studentCourses.values()) {
if (coursesOfStudent.size() > 1) {
List<String> courseList = new ArrayList<>(coursesOfStudent);
for (int i = 0; i < courseList.size(); i++) {
for (int j = i + 1; j < courseList.size(); j++) {
String c1 = courseList.get(i);
String c2 = courseList.get(j);
conflictGraph.computeIfAbsent(c1, k -> new HashSet<>()).add(c2);
conflictGraph.computeIfAbsent(c2, k -> new HashSet<>()).add(c1);
}
}
}
}
return conflictGraph;
}
/**
@@ -113,7 +269,7 @@ public class ScheduleGeneratorService {
private ScheduleState initializeScheduleState(ScheduleConfiguration config) {
ScheduleState state = new ScheduleState();
// CRITICAL: Set configuration so ScheduleState knows about days/slots
// Set configuration so ScheduleState knows about days/slots
state.setConfiguration(config);
// Set available classrooms
@@ -133,257 +289,45 @@ public class ScheduleGeneratorService {
}
/**
* Backtracking algorithm core.
* Validate the final schedule and count any violations.
*/
private boolean backtrack(ScheduleState scheduleState, List<Course> courses, int courseIndex,
ScheduleConfiguration config) {
// Check cancellation
if (cancelled.get()) {
return false;
}
private int validateSchedule(ScheduleState scheduleState, Map<String, List<int[]>> studentExams) {
int violations = 0;
// Base case: all courses assigned
if (courseIndex >= courses.size()) {
return true;
}
for (Map.Entry<String, List<int[]>> entry : studentExams.entrySet()) {
List<int[]> exams = entry.getValue();
Course currentCourse = courses.get(courseIndex);
// Update progress
updateProgress(courseIndex, courses.size(),
"Scheduling " + currentCourse.getCourseCode() + "...");
ExamAssignment assignment = scheduleState.getAssignment(currentCourse.getCourseCode());
// Get time slots ordered by strategy
List<DaySlotPair> orderedTimeSlots = getTimeSlotsOrderedByStrategy(config, scheduleState);
// Try each time slot
for (DaySlotPair timeSlot : orderedTimeSlots) {
if (cancelled.get()) {
return false;
// Group exams by day
Map<Integer, List<Integer>> examsByDay = new HashMap<>();
for (int[] exam : exams) {
examsByDay.computeIfAbsent(exam[0], k -> new ArrayList<>()).add(exam[1]);
}
// Get suitable classrooms for this day/slot (ordered by strategy)
List<Classroom> suitableClassrooms = getSuitableClassroomsOrdered(
currentCourse, timeSlot.day, timeSlot.slot, scheduleState, config);
for (Map.Entry<Integer, List<Integer>> dayEntry : examsByDay.entrySet()) {
List<Integer> slots = dayEntry.getValue();
// Try each classroom
for (Classroom classroom : suitableClassrooms) {
// Temporarily assign (using updateAssignment to maintain assignedCourses counter)
scheduleState.updateAssignment(
assignment.getCourseCode(),
timeSlot.day,
timeSlot.slot,
classroom.getClassroomId()
);
// Check max 2 exams per day
if (slots.size() > MAX_EXAMS_PER_DAY) {
violations++;
}
// Validate assignment - pass allowBackToBack from config
ConstraintValidator.ValidationResult validationResult = validator.validateAssignment(assignment,
scheduleState, config.isAllowBackToBackExams());
// Check for concurrent exams (should not happen, but validate)
Set<Integer> uniqueSlots = new HashSet<>(slots);
if (uniqueSlots.size() != slots.size()) {
violations++;
}
if (validationResult.isValid()) {
// Assignment is valid, try to assign remaining courses
if (backtrack(scheduleState, courses, courseIndex + 1, config)) {
return true; // Success!
// Check break time
Collections.sort(slots);
for (int i = 1; i < slots.size(); i++) {
if (slots.get(i) - slots.get(i - 1) <= MIN_BREAK_SLOTS) {
violations++;
}
}
// Backtrack: reset assignment (using updateAssignment to maintain assignedCourses counter)
scheduleState.updateAssignment(
assignment.getCourseCode(),
-1,
-1,
null
);
}
}
// No valid assignment found
return false;
}
/**
* MRV Heuristic: Order courses by "most constrained first".
*/
private List<Course> getCoursesOrderedByMRV() {
List<Course> courses = new ArrayList<>(dataManager.getCourses());
// Sort by number of enrolled students (descending)
// More students = more constrained
courses.sort((c1, c2) -> Integer.compare(
c2.getEnrolledStudentsCount(),
c1.getEnrolledStudentsCount()));
return courses;
}
/**
* Add small random perturbation to course order while preserving MRV bias.
* This creates diverse schedules for multi-restart optimization.
*
* @param courses Original course list
* @param seed Seed for deterministic randomization
* @return Perturbed course list
*/
private List<Course> perturbCourseOrder(List<Course> courses, int seed) {
Random random = new Random(seed * 1000L); // Deterministic seed for reproducibility
List<Course> perturbed = new ArrayList<>(courses);
// Swap 2-3 random pairs (limited perturbation maintains MRV benefits)
int swaps = 2 + random.nextInt(2);
for (int i = 0; i < swaps && perturbed.size() > 1; i++) {
int idx1 = random.nextInt(perturbed.size());
int idx2 = random.nextInt(perturbed.size());
Collections.swap(perturbed, idx1, idx2);
}
return perturbed;
}
/**
* Get time slots ordered by optimization strategy.
*/
private List<DaySlotPair> getTimeSlotsOrderedByStrategy(ScheduleConfiguration config, ScheduleState scheduleState) {
List<DaySlotPair> timeSlots = new ArrayList<>();
// Generate all day/slot combinations
for (int day = 0; day < config.getNumDays(); day++) {
for (int slot = 0; slot < config.getSlotsPerDay(); slot++) {
timeSlots.add(new DaySlotPair(day, slot));
}
}
// Order based on strategy (deprecated strategies handled in ScheduleObjective)
switch (config.getOptimizationStrategy()) {
case MINIMIZE_DAYS:
// Already in order (day 0 slot 0, day 0 slot 1, ... day 1 slot 0, ...)
// This fills earlier days first
break;
case STUDENT_FRIENDLY:
// Fill each day completely before moving to next day
// Within each day, prefer middle slots (avoid early morning)
// Priority: slots 1 and 2 (middle of day) over slots 0 (early) and 3 (late)
timeSlots.sort((p1, p2) -> {
// Primary: sort by day (fill Day 0 first, then Day 1, etc.)
int dayCompare = Integer.compare(p1.day, p2.day);
if (dayCompare != 0)
return dayCompare;
// Secondary: within same day, prefer middle slots
// Slot priority order: 1 (best), 2 (good), 0 (early morning), 3 (late afternoon)
int[] slotPriority = { 2, 0, 1, 3 }; // Maps slot index to priority (lower is better)
int priority1 = p1.slot < slotPriority.length ? slotPriority[p1.slot] : p1.slot;
int priority2 = p2.slot < slotPriority.length ? slotPriority[p2.slot] : p2.slot;
return Integer.compare(priority1, priority2);
});
break;
default:
// DEFAULT or others: chronological order
break;
}
return timeSlots;
}
/**
* Get classrooms suitable for a course at a specific day and time slot,
* ordered according to optimization strategy.
*/
private List<Classroom> getSuitableClassroomsOrdered(Course course,
int day,
int timeSlotIndex,
ScheduleState scheduleState,
ScheduleConfiguration config) {
List<Classroom> suitable = new ArrayList<>();
for (Classroom classroom : scheduleState.getAvailableClassrooms()) {
// Check capacity
if (classroom.getCapacity() < course.getEnrolledStudentsCount()) {
continue;
}
// Check if classroom is available at this time
boolean isAvailable = true;
for (ExamAssignment assignment : scheduleState.getAssignments().values()) {
if (assignment.isAssigned() &&
assignment.getClassroomId().equals(classroom.getClassroomId()) &&
assignment.getDay() == day &&
assignment.getTimeSlotIndex() == timeSlotIndex) {
isAvailable = false;
break;
}
}
if (isAvailable) {
suitable.add(classroom);
}
}
// Order based on strategy (deprecated strategies handled in ScheduleObjective)
switch (config.getOptimizationStrategy()) {
case MINIMIZE_CLASSROOMS:
// Prefer classrooms that are already in use (reuse same classrooms)
suitable.sort((c1, c2) -> {
int usage1 = getClassroomUsageCount(c1.getClassroomId(), scheduleState);
int usage2 = getClassroomUsageCount(c2.getClassroomId(), scheduleState);
// Sort descending (most used first)
return Integer.compare(usage2, usage1);
});
break;
default:
// DEFAULT: Use round-robin to force distribution across classrooms
// Always prefer least-used classrooms to ensure multiple classrooms get used
suitable.sort((c1, c2) -> {
int usage1 = getClassroomUsageCount(c1.getClassroomId(), scheduleState);
int usage2 = getClassroomUsageCount(c2.getClassroomId(), scheduleState);
// Primary: prefer least-used classrooms
int usageCompare = Integer.compare(usage1, usage2);
if (usageCompare != 0)
return usageCompare;
// Tiebreaker: prefer smaller capacity (efficient space usage)
int capacityCompare = Integer.compare(c1.getCapacity(), c2.getCapacity());
if (capacityCompare != 0)
return capacityCompare;
// Final tiebreaker: classroom ID (deterministic)
return c1.getClassroomId().compareTo(c2.getClassroomId());
});
break;
}
return suitable;
}
/**
* Count how many times a classroom has been used in the current schedule.
*/
private int getClassroomUsageCount(String classroomId, ScheduleState scheduleState) {
int count = 0;
for (ExamAssignment assignment : scheduleState.getAssignments().values()) {
if (assignment.isAssigned() && assignment.getClassroomId().equals(classroomId)) {
count++;
}
}
return count;
}
/**
* Helper class to represent a day/slot pair.
*/
private static class DaySlotPair {
final int day;
final int slot;
DaySlotPair(int day, int slot) {
this.day = day;
this.slot = slot;
}
return violations;
}
/**