#exec(open("BettiFuncEdge.py").read()) exec(open("BolsasAnalises.py").read()) # # graph_bettiEdge ("/db/Economia/DataOrg2026_318_qt10_st1/NY_19971023_19971105__318_dim9_qt10_st1.txt", [0.1,0.4], step=0.01, maxDim=3, sparse=True, skip=0, cols=[1,2,3],persLim=0.3, verbose=0, edgeMaxVol=False, persLimEdgeMax=-1) # def graph_bettiEdge_title (fname, EdgeMax, step, cols, extFile="png"): s1 = fname.split(os.sep) qtS1 = len(s1) s2 = s1[-1].split('_') # ['NY', '19971023', '19971105', '', '318', 'dim9', 'qt10', 'st1.txt'] title = f"{s2[1][:4]}-{s2[1][4:6]}-{s2[1][6:8]} -> {s2[2][:4]}-{s2[2][4:6]}-{s2[2][6:8]} * " title += f"Nº days: {s2[6][2:]} ; NºComp.: {s2[4]} ; Dir.: {cols}" s3 = '-'.join(str(num) for num in cols) figName = f"Betti_{s2[1][:4]}-{s2[1][4:6]}-{s2[1][6:8]}_emp{s2[4]}_{s2[6]}_Dirs{s3}_EdgeLim_{EdgeMax[1]}.{extFile}" return title, figName def graph_bettiEdge_byDate (dfile, date1, vEdgeMax, step=0.01, maxDim=3, sparse=True, skip=0, cols=[1,2,3], persLim=0.3, verbose=0, edgeMaxVol=False, persLimEdgeMax=-1): pass def graph_betti_fix_len (betti, qt): qtBetti = len(betti) qt1 = qtBetti if qtBetti >= qt else qt vBetti = [0]*qt1 for n1 in range(qt1): if n1 < qtBetti: vBetti[n1] = betti[n1] return vBetti def graph_bettiEdge_byFile (fname, vEdgeMax, step=0.01, maxDim=3, sparse=True, skip=0, cols=[1,2,3], persLim=0.3, verbose=0, edgeMaxVol=False, persLimEdgeMax=-1, saveFig='', showFig=False, normaliza=False): graphTitle, figName = graph_bettiEdge_title(fname, vEdgeMax, step, cols) edge = vEdgeMax[0] vX = [] vB = [[],[],[],[]] while edge <= vEdgeMax[1]: rc = BolsasFile(fname, maxDim=3, sparse=True, skip=0, cols=[1,2,3], persLim=0.3, verbose=0, edgeMaxVol=False, persLimEdgeMax=-1, edgeMax=edge) vX.append(edge) vBetti = graph_betti_fix_len(rc.numBetti, 4) vB[0].append(vBetti[0]) vB[1].append(vBetti[1]) vB[2].append(vBetti[2]) vB[3].append(vBetti[3]) edge += step maxVB = [0]*4 for k1 in range(4): maxVB[k1] = max(vB[k1]) if maxVB[k1] > 0 and normaliza: vB[k1] = [x / maxVB[k1] for x in vB[k1]] #print(f"maxVB: {maxVB}") fig = plt.figure(figsize=(13,8)) labelApp = ["","","",""] if normaliza: for k1 in range(4): labelApp[k1] = f" * Fact: {maxVB[k1]}" if maxVB[0] > 0: plt.plot(vX, vB[0], color='blue', label=f"Betti 0{labelApp[0]}") if maxVB[1] > 0: plt.plot(vX, vB[1], color='red', label=f"Betti 1{labelApp[1]}") if maxVB[2] > 0: plt.plot(vX, vB[2], color='green', label=f"Betti 2{labelApp[2]}") if maxVB[3] > 0: plt.plot(vX, vB[3], color='magenta', label=f"Betti 3{labelApp[3]}") plt.grid(True, alpha=0.3) plt.title(graphTitle) plt.xlim(left=0) plt.xlabel('edge', fontsize=14, color='black') plt.ylabel('Betti numbers', fontsize=14, color='black') # , bbox_to_anchor=(1.11, 1.07) plt.legend(loc='upper right', bbox_to_anchor=(1.0, 1.0), labelcolor='linecolor', fontsize=11, frameon=True, edgecolor='black', facecolor='lightgray') if type(saveFig) == str and saveFig != '': if saveFig[-1] != os.sep: saveFig += os.sep plt.savefig(f"{saveFig}{figName}") if showFig: plt.show() else: plt.close('all') def graph_bettiEdge_byFileVect (vEdgeMax, step=0.01, maxDim=3, sparse=True, skip=0, cols=[1,2,3], persLim=0.3, verbose=0, edgeMaxVol=False, persLimEdgeMax=-1, saveFig=''): vFiles318 = [ '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970701_19970715__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970702_19970716__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970703_19970717__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970707_19970718__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970708_19970721__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970709_19970722__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970710_19970723__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970711_19970724__318_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_318_qt10_st1/NY_19970714_19970725__318_dim9_qt10_st1.txt', 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'/db/Economia/DataOrg2026_148_qt10_st1/NY_19971219_19980101__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971222_19980102__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971223_19980105__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971224_19980106__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971225_19980107__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971226_19980108__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971229_19980109__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971230_19980112__148_dim9_qt10_st1.txt', '/db/Economia/DataOrg2026_148_qt10_st1/NY_19971231_19980113__148_dim9_qt10_st1.txt', ] dFigSave = "/db/Economia/DataOrg2026/Betti_Figs/Betti_Figs_318_19970701-19971231_BM_0.8/" dfile = "/db/Economia/DataOrg2026_318_qt10_st1/" vFiles2 = ['NY_19971001_19971014__148_dim9_qt10_st1.txt', 'NY_19971002_19971015__148_dim9_qt10_st1.txt',] print(f"dFigSave: {dFigSave}") for fname1 in vFiles318: #fname1 = f"{dfile}{x}" #print(f"file: {fname1}") #print(f"file: {fname1.split(os.sep)[-1]}", end='\r') print(f"file: {fname1}", end='\r') graph_bettiEdge_byFile(fname1, vEdgeMax, step=step, maxDim=maxDim, sparse=sparse, skip=skip, cols=cols, persLim=persLim, verbose=verbose, edgeMaxVol=edgeMaxVol, persLimEdgeMax=persLimEdgeMax, saveFig=dFigSave, showFig=False) print("")