def getSessDurPosCorrelation(thresholdP, pearson, pearson_p, corr_Cat, focType): import db_queries, utility res = utility.convertDictToList( db_queries.getSessDurPosCorrelation(thresholdP, pearson, pearson_p, corr_Cat, focType)) return res
def getHighFocSessCountMedCorr(thresholdP, pearson1, pearson2, pearson_p, corr_Cat, focType): import db_queries, utility res = utility.convertDictToList( db_queries.getSessCountMedCorrelation(thresholdP, pearson1, pearson2, pearson_p, corr_Cat, focType)) return res
def getSessCharOverall( fieldNameP, thresholdP, focType ): import db_queries, utility res = utility.convertDictToList( db_queries.getSessCharOverall( fieldNameP, thresholdP, focType)) return res
def getUniqueProjDetails(thresholdParam): ############# print "Unique project details .... for project interleaving correlation" query40 = db_queries.query40(thresholdParam) #print "Query 40: details corr >= 0.50 ", len(query40) query41 = db_queries.query41(thresholdParam) #print "Query 41: details corr >= 0.0 and corr <=0.499 ", len(query41) query42 = db_queries.query42(thresholdParam) #print "Query 42: details corr < 0.0 ", len(query42) list_query40 = utility.convertDictToList(query40) list_query41 = utility.convertDictToList(query41) list_query42 = utility.convertDictToList(query42) ### print "Getting box-plots done for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query40, list_query41, list_query42, "Unique_Project_Counts_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " t_40_41, p_40_41 = utility.doTTest(list_query40, list_query41) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_40_41, p_40_41) t_40_42, p_40_42 = utility.doTTest(list_query40, list_query42) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_40_42, p_40_42) t_41_42, p_41_42 = utility.doTTest(list_query41, list_query42) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_41_42, p_41_42) #print "Query-40", list_query40 #print "Query-41", list_query41 #print "Query-42", list_query42 print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " a12_40_41 = utility.performA12(list_query40, list_query41) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_40_41) a12_40_42 = utility.performA12(list_query40, list_query42) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_40_42) a12_41_42 = utility.performA12(list_query41, list_query42) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_41_42) print "---------------------"
def getHighFocSessCountPosCorr( thresholdP, pearson, pearson_p, corr_Cat, focType ): import db_queries, utility res = utility.convertDictToList( db_queries.getSessCountPosCorrelation( thresholdP, pearson, pearson_p, corr_Cat, focType)) return res
def getUniqueNamespaceDetails(thresholdParam): ############# print "Unique namespace details .... for namespace interleaving correlation" query43 = db_queries.query43(thresholdParam) #print "Query 43: details corr >= 0.50 ", len(query43) query44 = db_queries.query44(thresholdParam) #print "Query 44: details corr >= 0.0 and corr <=0.499 ", len(query44) query45 = db_queries.query45(thresholdParam) #print "Query 45: details corr < 0.0 ", len(query45) list_query43 = utility.convertDictToList(query43) list_query44 = utility.convertDictToList(query44) list_query45 = utility.convertDictToList(query45) print "Getting box-plots done for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query43, list_query44, list_query45, "Unique_NSpace_Counts_In_NSpace_Corr") print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " t_43_44, p_43_44 = utility.doTTest(list_query43, list_query44) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_43_44, p_43_44) t_43_45, p_43_45 = utility.doTTest(list_query43, list_query45) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_43_45, p_43_45) t_44_45, p_44_45 = utility.doTTest(list_query44, list_query45) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_44_45, p_44_45) #print "Query-43", list_query43 #print "Query-44", list_query44 #print "Query-45", list_query45 print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " a12_43_44 = utility.performA12(list_query43, list_query44) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_43_44) a12_43_45 = utility.performA12(list_query43, list_query45) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_43_45) a12_44_45 = utility.performA12(list_query44, list_query45) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_44_45) print "---------------------"
def getUniqueFileDetails(thresholdParam): ############# print "Unique file details .... for file interleaving correlation" query37 = db_queries.query37(thresholdParam) #print "Query 37: file details corr >= 0.50 ", len(query37) query38 = db_queries.query38(thresholdParam) #print "Query 38: file details corr >= 0.0 and corr <=0.499 ", len(query38) query39 = db_queries.query39(thresholdParam) #print "Query 39: file details corr < 0.0 ", len(query39) list_query37 = utility.convertDictToList(query37) list_query38 = utility.convertDictToList(query38) list_query39 = utility.convertDictToList(query39) print "Getting box-plots done for U-N-I-Q-U-E F-I-L-E counts in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query37, list_query38, list_query39, "Unique_File_Counts_In_File_Corr") #print "Query-37", list_query37 #print "Query-38", list_query38 #print "Query-39", list_query39 print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E F-I-L-E interleaving values in FILE Interleaving Correlation ... " t_37_38, p_37_38 = utility.doTTest(list_query37, list_query38) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_37_38, p_37_38) t_37_39, p_37_39 = utility.doTTest(list_query37, list_query39) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_37_39, p_37_39) t_38_39, p_38_39 = utility.doTTest(list_query38, list_query39) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_38_39, p_38_39) print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E F-I-L-E interleaving values in FILE Interleaving Correlation ... " a12_37_38 = utility.performA12(list_query37, list_query38) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_37_38) a12_37_39 = utility.performA12(list_query37, list_query39) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_37_39) a12_38_39 = utility.performA12(list_query38, list_query39) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_38_39) print "---------------------"
def getSessDurMedCorrelation( thresholdP, pearson1, pearson2, pearson_p, corr_Cat, focType ): import db_queries, utility res = utility.convertDictToList( db_queries.getSessDurMedCorrelation( thresholdP, pearson1, pearson2, pearson_p, corr_Cat, focType)) return res
def getGeneralFileExtResult(cntList, tableP): import db_queries , utility , plotter dict_FileExt={} for cntType in cntList: cnt_res = utility.convertDictToList( db_queries.performFileExtQuery(cntType, tableP)) dict_FileExt[cntType] = cnt_res #print "Final result = ", dict_FileExt print "Plotting ..." plotter.compareFileExtViaBarPlots(dict_FileExt, "avg_general_file_ext", cntList) plotter.compareFileExtViaBoxPlots(dict_FileExt, "general_file_ext", cntList) plotter.plotSharpVSOthers(dict_FileExt, "CSharp_And_Others") return dict_FileExt
def getUniqueProjDetails(thresholdParam): ############# print "Unique project details .... for project interleaving correlation" query40 = db_queries.query40(thresholdParam) #print "Query 40: details corr >= 0.50 ", len(query40) query41 = db_queries.query41(thresholdParam) #print "Query 41: details corr >= 0.0 and corr <=0.499 ", len(query41) query42 = db_queries.query42(thresholdParam) #print "Query 42: details corr < 0.0 ", len(query42) list_query40=utility.convertDictToList(query40) list_query41=utility.convertDictToList(query41) list_query42=utility.convertDictToList(query42) ### print "Getting box-plots done for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query40, list_query41, list_query42, "Unique_Project_Counts_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " t_40_41, p_40_41 = utility.doTTest(list_query40, list_query41) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_40_41, p_40_41) t_40_42, p_40_42 = utility.doTTest(list_query40, list_query42) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_40_42, p_40_42) t_41_42, p_41_42 = utility.doTTest(list_query41, list_query42) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_41_42, p_41_42) #print "Query-40", list_query40 #print "Query-41", list_query41 #print "Query-42", list_query42 print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E P-R-O-J-E-C-T counts in Project Interleaving Correlation ... " a12_40_41 = utility.performA12(list_query40, list_query41) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_40_41) a12_40_42 = utility.performA12(list_query40, list_query42) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_40_42) a12_41_42 = utility.performA12(list_query41, list_query42) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_41_42) print "---------------------"
def getUniqueNamespaceDetails(thresholdParam): ############# print "Unique namespace details .... for namespace interleaving correlation" query43 = db_queries.query43(thresholdParam) #print "Query 43: details corr >= 0.50 ", len(query43) query44 = db_queries.query44(thresholdParam) #print "Query 44: details corr >= 0.0 and corr <=0.499 ", len(query44) query45 = db_queries.query45(thresholdParam) #print "Query 45: details corr < 0.0 ", len(query45) list_query43=utility.convertDictToList(query43) list_query44=utility.convertDictToList(query44) list_query45=utility.convertDictToList(query45) print "Getting box-plots done for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query43, list_query44, list_query45, "Unique_NSpace_Counts_In_NSpace_Corr") print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " t_43_44, p_43_44 = utility.doTTest(list_query43, list_query44) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_43_44, p_43_44) t_43_45, p_43_45 = utility.doTTest(list_query43, list_query45) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_43_45, p_43_45) t_44_45, p_44_45 = utility.doTTest(list_query44, list_query45) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_44_45, p_44_45) #print "Query-43", list_query43 #print "Query-44", list_query44 #print "Query-45", list_query45 print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E N-A-M-E-S-P-A-C-E counts in Namespace Interleaving Correlation ... " a12_43_44 = utility.performA12(list_query43, list_query44) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_43_44) a12_43_45 = utility.performA12(list_query43, list_query45) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_43_45) a12_44_45 = utility.performA12(list_query44, list_query45) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_44_45) print "---------------------"
def getUniqueFileDetails(thresholdParam): ############# print "Unique file details .... for file interleaving correlation" query37 = db_queries.query37(thresholdParam) #print "Query 37: file details corr >= 0.50 ", len(query37) query38 = db_queries.query38(thresholdParam) #print "Query 38: file details corr >= 0.0 and corr <=0.499 ", len(query38) query39 = db_queries.query39(thresholdParam) #print "Query 39: file details corr < 0.0 ", len(query39) list_query37=utility.convertDictToList(query37) list_query38=utility.convertDictToList(query38) list_query39=utility.convertDictToList(query39) print "Getting box-plots done for U-N-I-Q-U-E F-I-L-E counts in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query37, list_query38, list_query39, "Unique_File_Counts_In_File_Corr") #print "Query-37", list_query37 #print "Query-38", list_query38 #print "Query-39", list_query39 print "---------------------" # t - test print "doing T-Tests for U-N-I-Q-U-E F-I-L-E interleaving values in FILE Interleaving Correlation ... " t_37_38, p_37_38 = utility.doTTest(list_query37, list_query38) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_37_38, p_37_38) t_37_39, p_37_39 = utility.doTTest(list_query37, list_query39) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_37_39, p_37_39) t_38_39, p_38_39 = utility.doTTest(list_query38, list_query39) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_38_39, p_38_39) print "---------------------" # A12 - test print "doing A12 for U-N-I-Q-U-E F-I-L-E interleaving values in FILE Interleaving Correlation ... " a12_37_38 = utility.performA12(list_query37, list_query38) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_37_38) a12_37_39 = utility.performA12(list_query37, list_query39) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_37_39) a12_38_39 = utility.performA12(list_query38, list_query39) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_38_39) print "---------------------"
def getGeneralFileExtResult(cntList, tableP): import db_queries, utility, plotter dict_FileExt = {} for cntType in cntList: cnt_res = utility.convertDictToList( db_queries.performFileExtQuery(cntType, tableP)) dict_FileExt[cntType] = cnt_res #print "Final result = ", dict_FileExt print "Plotting ..." plotter.compareFileExtViaBarPlots(dict_FileExt, "avg_general_file_ext", cntList) plotter.compareFileExtViaBoxPlots(dict_FileExt, "general_file_ext", cntList) plotter.plotSharpVSOthers(dict_FileExt, "CSharp_And_Others") return dict_FileExt
def getSessCharOverall(fieldNameP, thresholdP, focType): import db_queries, utility res = utility.convertDictToList( db_queries.getSessCharOverall(fieldNameP, thresholdP, focType)) return res
def getDetails(thresholdParam): ############# print "Focus details .... for namespace interleaving correlation" query13 = db_queries.query13(thresholdParam) #print "Query 13: focus details corr >= 0.50 ", len(query13) query14 = db_queries.query14(thresholdParam) #print "Query 14: focus details corr >= 0.0 and corr <=0.499 ", len(query14) query15 = db_queries.query15(thresholdParam) #print "Query 15: focus details corr < 0.0 ", len(query15) ############# print "Focus details .... for state interleaving correlation" query16 = db_queries.query16(thresholdParam) #print "Query 16: focus details corr >= 0.50 ", len(query16) query17 = db_queries.query17(thresholdParam) #print "Query 17: focus details corr >= 0.0 and corr <=0.499 ", len(query17) query18 = db_queries.query18(thresholdParam) #print "Query 18: focus details corr < 0.0 ", len(query18) ############# print "Focus details .... for project interleaving correlation" query19 = db_queries.query19(thresholdParam) #print "Query 19: focus details corr >= 0.50 ", len(query19) query20 = db_queries.query20(thresholdParam) #print "Query 20: focus details corr >= 0.0 and corr <=0.499 ", len(query20) query21 = db_queries.query21(thresholdParam) #print "Query 21: focus details corr < 0.0 ", len(query21) ############# print "File Interleaving details .... for file interleaving correlation" query22 = db_queries.query22(thresholdParam) #print "Query 22: focus details corr >= 0.50 ", len(query22) query23 = db_queries.query23(thresholdParam) #print "Query 23: focus details corr >= 0.0 and corr <=0.499 ", len(query23) query24 = db_queries.query24(thresholdParam) #print "Query 24: focus details corr < 0.0 ", len(query24) ############# print "Focus details .... for file interleaving correlation" query25 = db_queries.query25(thresholdParam) #print "Query 25: details corr >= 0.50 ", len(query25) query26 = db_queries.query26(thresholdParam) #print "Query 26: details corr >= 0.0 and corr <=0.499 ", len(query26) query27 = db_queries.query27(thresholdParam) #print "Query 27: details corr < 0.0 ", len(query27) ############# print "Project interleaving details .... for project interleaving correlation" query28 = db_queries.query28(thresholdParam) #print "Query 28: details corr >= 0.50 ", len(query28) query29 = db_queries.query29(thresholdParam) #print "Query 29: details corr >= 0.0 and corr <=0.499 ", len(query29) query30 = db_queries.query30(thresholdParam) #print "Query 30: details corr < 0.0 ", len(query30) ############# print "State details .... for state interleaving correlation" query31 = db_queries.query31(thresholdParam) #print "Query 31: details corr >= 0.50 ", len(query31) query32 = db_queries.query32(thresholdParam) #print "Query 32: details corr >= 0.0 and corr <=0.499 ", len(query32) query33 = db_queries.query33(thresholdParam) #print "Query 33: details corr < 0.0 ", len(query33) ############# print "Namespace interleaving details .... for namespace interleaving correlation" query34 = db_queries.query34(thresholdParam) #print "Query 34: details corr >= 0.50 ", len(query34) query35 = db_queries.query35(thresholdParam) #print "Query 35: details corr >= 0.0 and corr <=0.499 ", len(query35) query36 = db_queries.query36(thresholdParam) #print "Query 36: details corr < 0.0 ", len(query36) ################ CONVERSION OF DICTS TO LISTS ########### list_query13 = utility.convertDictToList(query13) list_query14 = utility.convertDictToList(query14) list_query15 = utility.convertDictToList(query15) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in Namespace Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query13, list_query14, list_query15, "Focus_Values_In_Namespace_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in Namespace Interleaving Correlation ... " t_13_14, p_13_14 = utility.doTTest(list_query13, list_query14) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_13_14, p_13_14) t_13_15, p_13_15 = utility.doTTest(list_query13, list_query15) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_13_15, p_13_15) t_14_15, p_14_15 = utility.doTTest(list_query14, list_query15) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_14_15, p_14_15) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in Namespace Interleaving Correlation ... " a12_13_14 = utility.performA12(list_query13, list_query14) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_13_14) a12_13_15 = utility.performA12(list_query13, list_query15) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_13_15) a12_14_15 = utility.performA12(list_query14, list_query15) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_14_15) print "---------------------" list_query16 = utility.convertDictToList(query16) list_query17 = utility.convertDictToList(query17) list_query18 = utility.convertDictToList(query18) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in State Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query16, list_query17, list_query18, "Focus_Values_In_State_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in State Interleaving Correlation ... " t_16_17, p_16_17 = utility.doTTest(list_query16, list_query17) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_16_17, p_16_17) t_16_18, p_16_18 = utility.doTTest(list_query16, list_query18) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_16_18, p_16_18) t_17_18, p_17_18 = utility.doTTest(list_query17, list_query18) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_17_18, p_17_18) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in State Interleaving Correlation ... " a12_16_17 = utility.performA12(list_query16, list_query17) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_16_17) a12_16_18 = utility.performA12(list_query16, list_query18) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_16_18) a12_17_18 = utility.performA12(list_query17, list_query18) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_17_18) print "---------------------" list_query19 = utility.convertDictToList(query19) list_query20 = utility.convertDictToList(query20) list_query21 = utility.convertDictToList(query21) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query19, list_query20, list_query21, "Focus_Values_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in Project Interleaving Correlation ... " t_19_20, p_19_20 = utility.doTTest(list_query19, list_query20) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_19_20, p_19_20) t_19_21, p_19_21 = utility.doTTest(list_query19, list_query21) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_19_21, p_19_21) t_20_21, p_20_21 = utility.doTTest(list_query20, list_query21) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_20_21, p_20_21) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in Project Interleaving Correlation ... " a12_19_20 = utility.performA12(list_query19, list_query20) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_19_20) a12_19_21 = utility.performA12(list_query19, list_query21) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_19_21) a12_20_21 = utility.performA12(list_query20, list_query21) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_20_21) print "---------------------" list_query22 = utility.convertDictToList(query22) list_query23 = utility.convertDictToList(query23) list_query24 = utility.convertDictToList(query24) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query22, list_query23, list_query24, "Focus_Values_In_File_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in File Interleaving Correlation ... " t_22_23, p_22_23 = utility.doTTest(list_query22, list_query23) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_22_23, p_22_23) t_22_24, p_22_24 = utility.doTTest(list_query22, list_query24) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_22_24, p_22_24) t_23_24, p_23_24 = utility.doTTest(list_query23, list_query24) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_23_24, p_23_24) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in File Interleaving Correlation ... " a12_22_23 = utility.performA12(list_query22, list_query23) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_22_23) a12_22_24 = utility.performA12(list_query22, list_query24) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_22_24) a12_23_24 = utility.performA12(list_query23, list_query24) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_23_24) print "---------------------" list_query25 = utility.convertDictToList(query25) list_query26 = utility.convertDictToList(query26) list_query27 = utility.convertDictToList(query27) print "---------------------" print "Getting box-plots done for F-I-L-E interleaving values in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query25, list_query26, list_query27, "File_Values_In_File_Corr") print "---------------------" # t - test print "doing T-Tests for F-I-L-E interleaving values in File Interleaving Correlation ... " t_25_26, p_25_26 = utility.doTTest(list_query25, list_query26) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_25_26, p_25_26) t_25_27, p_25_27 = utility.doTTest(list_query25, list_query27) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_25_27, p_25_27) t_26_27, p_26_27 = utility.doTTest(list_query26, list_query27) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_26_27, p_26_27) list_query28 = utility.convertDictToList(query28) list_query29 = utility.convertDictToList(query29) list_query30 = utility.convertDictToList(query30) print "---------------------" # A12 - test print "doing A12 for F-I-L-E interleaving values in File Interleaving Correlation ... " a12_25_26 = utility.performA12(list_query25, list_query26) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_25_26) a12_25_27 = utility.performA12(list_query25, list_query27) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_25_27) a12_26_27 = utility.performA12(list_query26, list_query27) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_26_27) print "---------------------" print "---------------------" print "Getting box-plots done for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query28, list_query29, list_query30, "Project_Values_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " t_28_29, p_28_29 = utility.doTTest(list_query28, list_query29) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_28_29, p_28_29) t_28_30, p_28_30 = utility.doTTest(list_query28, list_query30) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_28_30, p_28_30) t_29_30, p_29_30 = utility.doTTest(list_query29, list_query30) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_29_30, p_29_30) list_query31 = utility.convertDictToList(query31) list_query32 = utility.convertDictToList(query32) list_query33 = utility.convertDictToList(query33) print "---------------------" # A12 - test print "doing A12 for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " a12_28_29 = utility.performA12(list_query28, list_query29) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_28_29) a12_28_30 = utility.performA12(list_query28, list_query30) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_28_30) a12_29_30 = utility.performA12(list_query29, list_query30) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_29_30) print "---------------------" print "---------------------" print "Getting box-plots done for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query31, list_query32, list_query33, "State_Values_In_State_Corr") print "---------------------" # t - test print "doing T-Tests for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " t_31_32, p_31_32 = utility.doTTest(list_query31, list_query32) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_31_32, p_31_32) t_31_33, p_31_33 = utility.doTTest(list_query31, list_query33) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_31_33, p_31_33) t_32_33, p_32_33 = utility.doTTest(list_query32, list_query33) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_32_33, p_32_33) print "---------------------" # A12 - test print "doing A12 for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " a12_31_32 = utility.performA12(list_query31, list_query32) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_31_32) a12_31_33 = utility.performA12(list_query31, list_query33) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_31_33) a12_32_33 = utility.performA12(list_query32, list_query33) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_32_33) print "---------------------" list_query34 = utility.convertDictToList(query34) list_query35 = utility.convertDictToList(query35) list_query36 = utility.convertDictToList(query36) print "---------------------" print "Getting box-plots done for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query34, list_query35, list_query36, "Namespace_Values_In_Namespace_Corr") print "---------------------" # t - test print "doing T-Tests for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " t_34_35, p_34_35 = utility.doTTest(list_query34, list_query35) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format( t_34_35, p_34_35) t_34_36, p_34_36 = utility.doTTest(list_query34, list_query36) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format( t_34_36, p_34_36) t_35_36, p_35_36 = utility.doTTest(list_query35, list_query36) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format( t_35_36, p_35_36) print "---------------------" # A12 - test print "doing A12 for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " a12_34_35 = utility.performA12(list_query34, list_query35) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format( a12_34_35) a12_34_36 = utility.performA12(list_query34, list_query36) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_34_36) a12_35_36 = utility.performA12(list_query35, list_query36) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format( a12_35_36) print "---------------------"
def getAllCorrelationCategories(): import db_queries, utility res = [] res = utility.convertDictToList(db_queries.getAllCorrelationCategories()) return res
def getDetails(thresholdParam): ############# print "Focus details .... for namespace interleaving correlation" query13 = db_queries.query13(thresholdParam) #print "Query 13: focus details corr >= 0.50 ", len(query13) query14 = db_queries.query14(thresholdParam) #print "Query 14: focus details corr >= 0.0 and corr <=0.499 ", len(query14) query15 = db_queries.query15(thresholdParam) #print "Query 15: focus details corr < 0.0 ", len(query15) ############# print "Focus details .... for state interleaving correlation" query16 = db_queries.query16(thresholdParam) #print "Query 16: focus details corr >= 0.50 ", len(query16) query17 = db_queries.query17(thresholdParam) #print "Query 17: focus details corr >= 0.0 and corr <=0.499 ", len(query17) query18 = db_queries.query18(thresholdParam) #print "Query 18: focus details corr < 0.0 ", len(query18) ############# print "Focus details .... for project interleaving correlation" query19 = db_queries.query19(thresholdParam) #print "Query 19: focus details corr >= 0.50 ", len(query19) query20 = db_queries.query20(thresholdParam) #print "Query 20: focus details corr >= 0.0 and corr <=0.499 ", len(query20) query21 = db_queries.query21(thresholdParam) #print "Query 21: focus details corr < 0.0 ", len(query21) ############# print "File Interleaving details .... for file interleaving correlation" query22 = db_queries.query22(thresholdParam) #print "Query 22: focus details corr >= 0.50 ", len(query22) query23 = db_queries.query23(thresholdParam) #print "Query 23: focus details corr >= 0.0 and corr <=0.499 ", len(query23) query24 = db_queries.query24(thresholdParam) #print "Query 24: focus details corr < 0.0 ", len(query24) ############# print "Focus details .... for file interleaving correlation" query25 = db_queries.query25(thresholdParam) #print "Query 25: details corr >= 0.50 ", len(query25) query26 = db_queries.query26(thresholdParam) #print "Query 26: details corr >= 0.0 and corr <=0.499 ", len(query26) query27 = db_queries.query27(thresholdParam) #print "Query 27: details corr < 0.0 ", len(query27) ############# print "Project interleaving details .... for project interleaving correlation" query28 = db_queries.query28(thresholdParam) #print "Query 28: details corr >= 0.50 ", len(query28) query29 = db_queries.query29(thresholdParam) #print "Query 29: details corr >= 0.0 and corr <=0.499 ", len(query29) query30 = db_queries.query30(thresholdParam) #print "Query 30: details corr < 0.0 ", len(query30) ############# print "State details .... for state interleaving correlation" query31 = db_queries.query31(thresholdParam) #print "Query 31: details corr >= 0.50 ", len(query31) query32 = db_queries.query32(thresholdParam) #print "Query 32: details corr >= 0.0 and corr <=0.499 ", len(query32) query33 = db_queries.query33(thresholdParam) #print "Query 33: details corr < 0.0 ", len(query33) ############# print "Namespace interleaving details .... for namespace interleaving correlation" query34 = db_queries.query34(thresholdParam) #print "Query 34: details corr >= 0.50 ", len(query34) query35 = db_queries.query35(thresholdParam) #print "Query 35: details corr >= 0.0 and corr <=0.499 ", len(query35) query36 = db_queries.query36(thresholdParam) #print "Query 36: details corr < 0.0 ", len(query36) ################ CONVERSION OF DICTS TO LISTS ########### list_query13=utility.convertDictToList(query13) list_query14=utility.convertDictToList(query14) list_query15=utility.convertDictToList(query15) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in Namespace Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query13, list_query14, list_query15, "Focus_Values_In_Namespace_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in Namespace Interleaving Correlation ... " t_13_14, p_13_14 = utility.doTTest(list_query13, list_query14) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_13_14, p_13_14) t_13_15, p_13_15 = utility.doTTest(list_query13, list_query15) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_13_15, p_13_15) t_14_15, p_14_15 = utility.doTTest(list_query14, list_query15) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_14_15, p_14_15) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in Namespace Interleaving Correlation ... " a12_13_14 = utility.performA12(list_query13, list_query14) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_13_14) a12_13_15 = utility.performA12(list_query13, list_query15) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_13_15) a12_14_15 = utility.performA12(list_query14, list_query15) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_14_15) print "---------------------" list_query16=utility.convertDictToList(query16) list_query17=utility.convertDictToList(query17) list_query18=utility.convertDictToList(query18) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in State Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query16, list_query17, list_query18, "Focus_Values_In_State_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in State Interleaving Correlation ... " t_16_17, p_16_17 = utility.doTTest(list_query16, list_query17) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_16_17, p_16_17) t_16_18, p_16_18 = utility.doTTest(list_query16, list_query18) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_16_18, p_16_18) t_17_18, p_17_18 = utility.doTTest(list_query17, list_query18) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_17_18, p_17_18) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in State Interleaving Correlation ... " a12_16_17 = utility.performA12(list_query16, list_query17) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_16_17) a12_16_18 = utility.performA12(list_query16, list_query18) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_16_18) a12_17_18 = utility.performA12(list_query17, list_query18) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_17_18) print "---------------------" list_query19=utility.convertDictToList(query19) list_query20=utility.convertDictToList(query20) list_query21=utility.convertDictToList(query21) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query19, list_query20, list_query21, "Focus_Values_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in Project Interleaving Correlation ... " t_19_20, p_19_20 = utility.doTTest(list_query19, list_query20) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_19_20, p_19_20) t_19_21, p_19_21 = utility.doTTest(list_query19, list_query21) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_19_21, p_19_21) t_20_21, p_20_21 = utility.doTTest(list_query20, list_query21) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_20_21, p_20_21) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in Project Interleaving Correlation ... " a12_19_20 = utility.performA12(list_query19, list_query20) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_19_20) a12_19_21 = utility.performA12(list_query19, list_query21) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_19_21) a12_20_21 = utility.performA12(list_query20, list_query21) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_20_21) print "---------------------" list_query22=utility.convertDictToList(query22) list_query23=utility.convertDictToList(query23) list_query24=utility.convertDictToList(query24) print "---------------------" print "Getting box-plots done for F-O-C-U-S values in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query22, list_query23, list_query24, "Focus_Values_In_File_Corr") print "---------------------" # t - test print "doing T-Tests for F-O-C-U-S values in File Interleaving Correlation ... " t_22_23, p_22_23 = utility.doTTest(list_query22, list_query23) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_22_23, p_22_23) t_22_24, p_22_24 = utility.doTTest(list_query22, list_query24) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_22_24, p_22_24) t_23_24, p_23_24 = utility.doTTest(list_query23, list_query24) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_23_24, p_23_24) print "---------------------" # A12 - test print "doing A12 for F-O-C-U-S values in File Interleaving Correlation ... " a12_22_23 = utility.performA12(list_query22, list_query23) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_22_23) a12_22_24 = utility.performA12(list_query22, list_query24) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_22_24) a12_23_24 = utility.performA12(list_query23, list_query24) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_23_24) print "---------------------" list_query25=utility.convertDictToList(query25) list_query26=utility.convertDictToList(query26) list_query27=utility.convertDictToList(query27) print "---------------------" print "Getting box-plots done for F-I-L-E interleaving values in File Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query25, list_query26, list_query27, "File_Values_In_File_Corr") print "---------------------" # t - test print "doing T-Tests for F-I-L-E interleaving values in File Interleaving Correlation ... " t_25_26, p_25_26 = utility.doTTest(list_query25, list_query26) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_25_26, p_25_26) t_25_27, p_25_27 = utility.doTTest(list_query25, list_query27) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_25_27, p_25_27) t_26_27, p_26_27 = utility.doTTest(list_query26, list_query27) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_26_27, p_26_27) list_query28=utility.convertDictToList(query28) list_query29=utility.convertDictToList(query29) list_query30=utility.convertDictToList(query30) print "---------------------" # A12 - test print "doing A12 for F-I-L-E interleaving values in File Interleaving Correlation ... " a12_25_26 = utility.performA12(list_query25, list_query26) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_25_26) a12_25_27 = utility.performA12(list_query25, list_query27) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_25_27) a12_26_27 = utility.performA12(list_query26, list_query27) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_26_27) print "---------------------" print "---------------------" print "Getting box-plots done for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query28, list_query29, list_query30, "Project_Values_In_Project_Corr") print "---------------------" # t - test print "doing T-Tests for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " t_28_29, p_28_29 = utility.doTTest(list_query28, list_query29) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_28_29, p_28_29) t_28_30, p_28_30 = utility.doTTest(list_query28, list_query30) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_28_30, p_28_30) t_29_30, p_29_30 = utility.doTTest(list_query29, list_query30) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_29_30, p_29_30) list_query31=utility.convertDictToList(query31) list_query32=utility.convertDictToList(query32) list_query33=utility.convertDictToList(query33) print "---------------------" # A12 - test print "doing A12 for P-R-O-J-E-C-T interleaving values in Project Interleaving Correlation ... " a12_28_29 = utility.performA12(list_query28, list_query29) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_28_29) a12_28_30 = utility.performA12(list_query28, list_query30) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_28_30) a12_29_30 = utility.performA12(list_query29, list_query30) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_29_30) print "---------------------" print "---------------------" print "Getting box-plots done for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query31, list_query32, list_query33, "State_Values_In_State_Corr") print "---------------------" # t - test print "doing T-Tests for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " t_31_32, p_31_32 = utility.doTTest(list_query31, list_query32) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_31_32, p_31_32) t_31_33, p_31_33 = utility.doTTest(list_query31, list_query33) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_31_33, p_31_33) t_32_33, p_32_33 = utility.doTTest(list_query32, list_query33) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_32_33, p_32_33) print "---------------------" # A12 - test print "doing A12 for S-T-A-T-E interleaving values in STATE Interleaving Correlation ... " a12_31_32 = utility.performA12(list_query31, list_query32) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_31_32) a12_31_33 = utility.performA12(list_query31, list_query33) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_31_33) a12_32_33 = utility.performA12(list_query32, list_query33) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_32_33) print "---------------------" list_query34=utility.convertDictToList(query34) list_query35=utility.convertDictToList(query35) list_query36=utility.convertDictToList(query36) print "---------------------" print "Getting box-plots done for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " plotter.compareViaBoxPlot(list_query34, list_query35, list_query36, "Namespace_Values_In_Namespace_Corr") print "---------------------" # t - test print "doing T-Tests for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " t_34_35, p_34_35 = utility.doTTest(list_query34, list_query35) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> t: {}, p:{}".format(t_34_35, p_34_35) t_34_36, p_34_36 = utility.doTTest(list_query34, list_query36) print "Corr >= 0.50 vs Corr < 0.0 =====> t: {}, p:{}".format(t_34_36, p_34_36) t_35_36, p_35_36 = utility.doTTest(list_query35, list_query36) print " 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> t: {}, p:{}".format(t_35_36, p_35_36) print "---------------------" # A12 - test print "doing A12 for N-A-M-E-S-P-A-C-E interleaving values in NAMESPACE Interleaving Correlation ... " a12_34_35 = utility.performA12(list_query34, list_query35) print "Corr >= 0.50 vs 0.0 <= Corr <= 0.499 =====> a12: {}".format(a12_34_35) a12_34_36 = utility.performA12(list_query34, list_query36) print "Corr >= 0.50 vs Corr < 0.0 =====> a12: {}".format(a12_34_36) a12_35_36 = utility.performA12(list_query35, list_query36) print "Corr 0.499 >= Corr >= 0.0 vs Corr < 0.0 =====> a12: {}".format(a12_35_36) print "---------------------"