From 08840ff2acc923773a6f009777807bafb2cfba27 Mon Sep 17 00:00:00 2001 From: borismesits <31737797+borismesits@users.noreply.github.com> Date: Wed, 6 Oct 2021 15:55:55 -0400 Subject: [PATCH 1/4] init sphinx --- .../ddh5_Plotting/General_reader.py | 361 +- .../utility_modules/FS_utility_functions.py | 3 +- data_processing/fitting/4th_Order_Fitter.py | 354 +- .../Pulse_Processing.cpython-39.pyc | Bin 3294 -> 3296 bytes .../__pycache__/__init__.cpython-39.pyc | Bin 189 -> 189 bytes sdocs/Makefile | 20 + sdocs/build/doctrees/4th_Order_Fitter.doctree | Bin 0 -> 3369 bytes .../build/doctrees/Bifurcation fitter.doctree | Bin 0 -> 2390 bytes .../doctrees/FS_utility_functions.doctree | Bin 0 -> 2400 bytes .../doctrees/Fidelity_from_filepath.doctree | Bin 0 -> 2410 bytes .../Gain vs Pump Power fitter.doctree | Bin 0 -> 2425 bytes sdocs/build/doctrees/General_reader.doctree | Bin 0 -> 3362 bytes sdocs/build/doctrees/Helper_Functions.doctree | Bin 0 -> 25544 bytes 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create mode 100644 sdocs/source/index.rst create mode 100644 sdocs/source/multiplot.rst create mode 100644 sdocs/source/old_file_converter.rst create mode 100644 sdocs/source/phase_correction_proof_of_concept.rst create mode 100644 sdocs/source/processDosetestInfo.rst create mode 100644 sdocs/source/process_pump_scanning.rst create mode 100644 sdocs/source/snailamp.rst create mode 100644 sdocs/source/squidamp.rst create mode 100644 sdocs/write_docs.py diff --git a/data_processing/ddh5_Plotting/General_reader.py b/data_processing/ddh5_Plotting/General_reader.py index 8e6d3c1..3af82e0 100644 --- a/data_processing/ddh5_Plotting/General_reader.py +++ b/data_processing/ddh5_Plotting/General_reader.py @@ -21,196 +21,199 @@ from matplotlib.widgets import Slider from matplotlib.lines import Line2D import easygui -#%% -cwd = r'H:\Data\Fridge Texas\General measurement\20180323_cable_measurement_after_upgrade' -if cwd == None: - raise Exception("CWD not chosen!") + +if __name__ == '__main__': -#%% -#Single File, single traces overlaid onto one-another if you choose: -def get_plot(file = None, IQ = False): - if file == None: - filepath = easygui.fileopenbox("Choose File", default = cwd) - file = h5py.File(filepath) - assert file != None - else: - filepath = file - file = h5py.File(filepath) + #%% + cwd = r'H:\Data\Fridge Texas\General measurement\20180323_cable_measurement_after_upgrade' + if cwd == None: + raise Exception("CWD not chosen!") - datasets = file.keys() - ind_var = easygui.choicebox("Pick the independent variable: ", choices = datasets) - # print(ind_var) - dep_vars = easygui.multchoicebox("Pick the dependent variable: ", choices = datasets) - # print(dep_var) - - ind_var_data = np.array(file[ind_var]) - dep_var_data = [] - for dep_var in dep_vars: - dep_var_data.append(np.array(file[dep_var])) + #%% + #Single File, single traces overlaid onto one-another if you choose: + def get_plot(file = None, IQ = False): + if file == None: + filepath = easygui.fileopenbox("Choose File", default = cwd) + file = h5py.File(filepath) + assert file != None + else: + filepath = file + file = h5py.File(filepath) + + datasets = file.keys() + ind_var = easygui.choicebox("Pick the independent variable: ", choices = datasets) + # print(ind_var) + dep_vars = easygui.multchoicebox("Pick the dependent variable: ", choices = datasets) + # print(dep_var) + + ind_var_data = np.array(file[ind_var]) + dep_var_data = [] + for dep_var in dep_vars: + dep_var_data.append(np.array(file[dep_var])) + + + return ind_var_data, dep_var_data, ind_var, dep_vars + #%% + ind_vars, dep_vars, ind_name, dep_names = get_plot() + # ind_vars2, dep_vars2, ind_name2, dep_name2 = get_plot() + #%% + print(dep_names) + print(dep_vars) + i = 0 + for (dep_var, dep_name) in zip(dep_vars,dep_names): + print(i) + plt.figure(i) + i+=1 + print("Max: {:.3f} \nMin: {:.3f}".format(np.max(dep_var), np.min(dep_var))) + for i in range(np.shape(np.shape(dep_var))[2]): + plt.plot(ind_vars, dep_var) + plt.xlabel(ind_name) + plt.ylabel(dep_name) + plt.title(f"{i}") + #%% + # #%% Get the data from multiple separate files + def compile_traces(): + num_traces = easygui.choicebox(choices = np.arange(1,6)) + i = 0 + trace_data = [] + freq_data = [] + while i < num_traces: + filepath = easygui.fileopenbox("Choose File #"+str(i+1), default = cwd) + file = h5py.File(filepath) + trace = np.array(file['noise']) #TODO: generalize to choice + freqs = np.array(file['Freq']) + trace_data.append(trace) + freq_data.append(freqs) + file.close() + i+=1 + return freq_data, trace_data - return ind_var_data, dep_var_data, ind_var, dep_vars -#%% -ind_vars, dep_vars, ind_name, dep_names = get_plot() -# ind_vars2, dep_vars2, ind_name2, dep_name2 = get_plot() -#%% -print(dep_names) -print(dep_vars) -i = 0 -for (dep_var, dep_name) in zip(dep_vars,dep_names): - print(i) - plt.figure(i) - i+=1 - print("Max: {:.3f} \nMin: {:.3f}".format(np.max(dep_var), np.min(dep_var))) - for i in range(np.shape(np.shape(dep_var))[2]): - plt.plot(ind_vars, dep_var) - plt.xlabel(ind_name) - plt.ylabel(dep_name) - plt.title(f"{i}") - -#%% -# #%% Get the data from multiple separate files -def compile_traces(): - num_traces = easygui.choicebox(choices = np.arange(1,6)) - i = 0 - trace_data = [] - freq_data = [] - while i < num_traces: - filepath = easygui.fileopenbox("Choose File #"+str(i+1), default = cwd) + #%% Extract 2d Data from h5 + def get_pcolor(cwd): + filepath = easygui.fileopenbox("Choose File", default = cwd) file = h5py.File(filepath) - trace = np.array(file['noise']) #TODO: generalize to choice - freqs = np.array(file['Freq']) - trace_data.append(trace) - freq_data.append(freqs) - file.close() + datasets = file.keys() + ind_vars = easygui.multchoicebox("Pick the independent variables: ", choices = datasets) + dep_vars = easygui.multchoicebox("Pick the dependent variables: ", choices = datasets) + #checking for data redundancy, i.e. if every line of an independent variable is the same, reduce it to just the first line + ind_var_data = [] + for ind_var in ind_vars: + ind_var_datum = np.array(file[ind_var]) + is_repetitive = True + for i in range(np.shape(ind_var_datum)[0]): + if np.any(ind_var_datum[i] != ind_var_datum [0]): + is_repetitive = False + if is_repetitive == True: + ind_var_datum = ind_var_datum[0] + ind_var_data.append(ind_var_datum) + dep_var_data = [] + for dep_var in dep_vars: + dep_var_data.append(np.array(file[dep_var])) + + return ind_var_data, ind_vars, dep_var_data, dep_vars + + ind_vars,ind_var_names, dep_vars, dep_var_names = get_pcolor(cwd) + # ind_vars2,ind_var_names2, dep_var2, dep_var_name2 = get_pcolor(cwd) + #%%Plot Pcolor(s) + #TODO: incorporate into get_pcolor with more color choices, etc + i = 0 + for (dep_var, dep_var_name) in zip(dep_vars, dep_var_names): + # print(dep_var) + plt.figure(i) i+=1 - return freq_data, trace_data - -#%% Extract 2d Data from h5 -def get_pcolor(cwd): - filepath = easygui.fileopenbox("Choose File", default = cwd) - file = h5py.File(filepath) - datasets = file.keys() - ind_vars = easygui.multchoicebox("Pick the independent variables: ", choices = datasets) - dep_vars = easygui.multchoicebox("Pick the dependent variables: ", choices = datasets) - #checking for data redundancy, i.e. if every line of an independent variable is the same, reduce it to just the first line - ind_var_data = [] - for ind_var in ind_vars: - ind_var_datum = np.array(file[ind_var]) - is_repetitive = True - for i in range(np.shape(ind_var_datum)[0]): - if np.any(ind_var_datum[i] != ind_var_datum [0]): - is_repetitive = False - if is_repetitive == True: - ind_var_datum = ind_var_datum[0] - ind_var_data.append(ind_var_datum) - dep_var_data = [] - for dep_var in dep_vars: - dep_var_data.append(np.array(file[dep_var])) + ind_avgs = [np.average(i) for i in ind_vars] + dep_avg = np.average(dep_var) + colors = [color.hex2color('#0000FF'), color.hex2color('#FFFFFF'), color.hex2color('#FF0000')] + _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors) + adj = 0 + graph = dep_var.T + low = np.min(dep_var) + high = np.max(dep_var) + # low = -13 + # high = 6 + _norm = color.Normalize(vmin = low, vmax = high) + # x = np.min(dep_var) + # y = np.max(dep_var) + plt.pcolormesh((ind_vars[0]),ind_vars[1],graph, cmap = _cmap, norm = _norm) + plt.colorbar(label = dep_var_name) + plt.gca().get_xaxis().get_major_formatter().set_useOffset(False) + plt.gca().get_yaxis().get_major_formatter().set_useOffset(False) + plt.xlabel( ind_var_names[0]) + plt.ylabel(ind_var_names[1]) + # plt.title('SHARC33 A_to_S_leakage') + #%% Now extract a line cut from that 2d plot - return ind_var_data, ind_vars, dep_var_data, dep_vars + #from the plot, we're going to want to be able to specify one value of one of + #the independent variables, then the line cuts across the other one at that + #value -ind_vars,ind_var_names, dep_vars, dep_var_names = get_pcolor(cwd) -# ind_vars2,ind_var_names2, dep_var2, dep_var_name2 = get_pcolor(cwd) -#%%Plot Pcolor(s) -#TODO: incorporate into get_pcolor with more color choices, etc -i = 0 -for (dep_var, dep_var_name) in zip(dep_vars, dep_var_names): - # print(dep_var) - plt.figure(i) - i+=1 - ind_avgs = [np.average(i) for i in ind_vars] - dep_avg = np.average(dep_var) - colors = [color.hex2color('#0000FF'), color.hex2color('#FFFFFF'), color.hex2color('#FF0000')] - _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors) - adj = 0 - graph = dep_var.T - low = np.min(dep_var) - high = np.max(dep_var) - # low = -13 - # high = 6 - _norm = color.Normalize(vmin = low, vmax = high) - # x = np.min(dep_var) - # y = np.max(dep_var) - plt.pcolormesh((ind_vars[0]),ind_vars[1],graph, cmap = _cmap, norm = _norm) - plt.colorbar(label = dep_var_name) - plt.gca().get_xaxis().get_major_formatter().set_useOffset(False) - plt.gca().get_yaxis().get_major_formatter().set_useOffset(False) - plt.xlabel( ind_var_names[0]) - plt.ylabel(ind_var_names[1]) - # plt.title('SHARC33 A_to_S_leakage') -#%% Now extract a line cut from that 2d plot - -#from the plot, we're going to want to be able to specify one value of one of -#the independent variables, then the line cuts across the other one at that -#value - -#ideally this would be a slider in the plot window, but whatever -def linecut_data(ind_vars, ind_var_names, dep_vars, dep_var_names): - dep_var_name = easygui.choicebox("Choose dependent variable of cut", choices = dep_var_names) - dep_var = dep_vars[dep_var_names.index(dep_var_name)] - cut_var_name = easygui.choicebox("Choose variable you would like to cut along:", choices = ind_var_names) - cut_name_index = list(ind_var_names).index(cut_var_name) #only lists have the .index method :( - #Sometimes the order of names does not correspond to the ordering of indices in dep_var, this takes care of that - cut_index = np.shape(dep_var).index(len(ind_vars[cut_name_index])) - cut_var_val = float(easygui.choicebox("Choose value of the cut variable:", choices = ind_vars[cut_name_index])) - cut_var_val_index = list(ind_vars[cut_name_index]).index(cut_var_val) - #we know it is 2d data, so if cut_index is 0, we want a [cut_var_index,:] cut, else [:,cut_var_index] - #TODO: find more pythonic solution - if cut_index == 0: - cut_dep_data = dep_var[cut_var_val_index, :] + #ideally this would be a slider in the plot window, but whatever + def linecut_data(ind_vars, ind_var_names, dep_vars, dep_var_names): + dep_var_name = easygui.choicebox("Choose dependent variable of cut", choices = dep_var_names) + dep_var = dep_vars[dep_var_names.index(dep_var_name)] + cut_var_name = easygui.choicebox("Choose variable you would like to cut along:", choices = ind_var_names) + cut_name_index = list(ind_var_names).index(cut_var_name) #only lists have the .index method :( + #Sometimes the order of names does not correspond to the ordering of indices in dep_var, this takes care of that + cut_index = np.shape(dep_var).index(len(ind_vars[cut_name_index])) + cut_var_val = float(easygui.choicebox("Choose value of the cut variable:", choices = ind_vars[cut_name_index])) + cut_var_val_index = list(ind_vars[cut_name_index]).index(cut_var_val) + #we know it is 2d data, so if cut_index is 0, we want a [cut_var_index,:] cut, else [:,cut_var_index] + #TODO: find more pythonic solution + if cut_index == 0: + cut_dep_data = dep_var[cut_var_val_index, :] + + elif cut_index == 1: + cut_dep_data = dep_var[:, cut_var_val_index] + + cut_ind_data = ind_vars[int(not cut_index)] #this logic just makes 0's into 1's and vice-versa + cut_ind_name = ind_var_names[int(not cut_index)] + cut_dep_name = "{} at {} = {:.3f}".format(dep_var_name, cut_var_name, cut_var_val) - elif cut_index == 1: - cut_dep_data = dep_var[:, cut_var_val_index] - - cut_ind_data = ind_vars[int(not cut_index)] #this logic just makes 0's into 1's and vice-versa - cut_ind_name = ind_var_names[int(not cut_index)] - cut_dep_name = "{} at {} = {:.3f}".format(dep_var_name, cut_var_name, cut_var_val) + return cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name + + cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name = linecut_data(ind_vars,ind_var_names, dep_vars, dep_var_names) + # cut_ind_data2, cut_ind_name2, cut_dep_data2, cut_dep_name2 = linecut_data(ind_vars,ind_var_names, dep_var, dep_var_name) + #%% Plot the linecut + + plt.plot(cut_ind_data, cut_dep_data, '-', label = 'Forward') + # plt.plot(cut_ind_data2, cut_dep_data2, '-', label = 'Backward') + plt.title(cut_dep_name) + plt.xlabel(cut_ind_name) + plt.ylabel("") - return cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name + #%% Extract info from traces + def get_min_ders(data): + ders = [] + der_max_locs = [] #should correspond to bifurcation + der_max_freqs = [] + for trace in mags: + der = np.gradient(trace) + der_max_loc = list(np.where(der == np.min(der))[0])[0] + der_max_locs.append(der_max_loc) + der_max_freq = freqs[der_max_loc] + der_max_freqs.append(der_max_freq) + ders.append(der) + return(der_max_freqs) -cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name = linecut_data(ind_vars,ind_var_names, dep_vars, dep_var_names) -# cut_ind_data2, cut_ind_name2, cut_dep_data2, cut_dep_name2 = linecut_data(ind_vars,ind_var_names, dep_var, dep_var_name) -#%% Plot the linecut - -plt.plot(cut_ind_data, cut_dep_data, '-', label = 'Forward') -# plt.plot(cut_ind_data2, cut_dep_data2, '-', label = 'Backward') -plt.title(cut_dep_name) -plt.xlabel(cut_ind_name) -plt.ylabel("") - -#%% Extract info from traces -def get_min_ders(data): - ders = [] - der_max_locs = [] #should correspond to bifurcation - der_max_freqs = [] - for trace in mags: - der = np.gradient(trace) - der_max_loc = list(np.where(der == np.min(der))[0])[0] - der_max_locs.append(der_max_loc) - der_max_freq = freqs[der_max_loc] - der_max_freqs.append(der_max_freq) - ders.append(der) - return(der_max_freqs) - -#%% -#Fit Function -Ffun = lambda w: np.log10((1+(1-3/(w**2))**(3/2)+9/(w**2))*w**3) -Ffun2 = lambda w: np.log10((1-(1-3/(w**2))**(3/2)+9/(w**2))*w**3) -start = 0 -end = 1600 -sf = freqs[800] -fitfreqs = np.flip(freqs[start:end])+(1+np.sqrt(3))*sf -plt.plot(np.flip(fitfreqs), Ffun((fitfreqs)), label = 'Rough "Fit" upper') -plt.plot(np.flip(fitfreqs), Ffun2((fitfreqs)), label = 'Rough "Fit" lower') -#%% -plt.plot(get_min_ders(dep_var), ind_vars[0], label = 'forward') -plt.plot(get_min_ders(dep_var2),ind_vars[0], label = 'backward') -plt.legend(loc = 'right') -plt.title("Minimum derivative points") -plt.ylabel("VNA Power") -plt.xlabel("Frequency") -#%% process a pcolr (Duffing test plot) + #%% + #Fit Function + Ffun = lambda w: np.log10((1+(1-3/(w**2))**(3/2)+9/(w**2))*w**3) + Ffun2 = lambda w: np.log10((1-(1-3/(w**2))**(3/2)+9/(w**2))*w**3) + start = 0 + end = 1600 + sf = freqs[800] + fitfreqs = np.flip(freqs[start:end])+(1+np.sqrt(3))*sf + plt.plot(np.flip(fitfreqs), Ffun((fitfreqs)), label = 'Rough "Fit" upper') + plt.plot(np.flip(fitfreqs), Ffun2((fitfreqs)), label = 'Rough "Fit" lower') + #%% + plt.plot(get_min_ders(dep_var), ind_vars[0], label = 'forward') + plt.plot(get_min_ders(dep_var2),ind_vars[0], label = 'backward') + plt.legend(loc = 'right') + plt.title("Minimum derivative points") + plt.ylabel("VNA Power") + plt.xlabel("Frequency") + #%% process a pcolr (Duffing test plot) diff --git a/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py b/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py index 34df3a2..302b0af 100644 --- a/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py +++ b/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py @@ -156,8 +156,9 @@ def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, deb filt = np.ones(np.size(first_trace_freqs)).astype(bool) bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess) + if i>2: - prev_pconv = pconv + prev_pconv = self.initial_pconv #fit(freq, real, imag, mag, phase, Qguess=(2e3, 1e3),real_only = 0, bounds = None) popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess) diff --git a/data_processing/fitting/4th_Order_Fitter.py b/data_processing/fitting/4th_Order_Fitter.py index c51a675..ec89a82 100644 --- a/data_processing/fitting/4th_Order_Fitter.py +++ b/data_processing/fitting/4th_Order_Fitter.py @@ -22,192 +22,194 @@ from matplotlib.lines import Line2D import easygui -cwd = easygui.diropenbox('Select where you are working') -print(cwd) -u#%% -#Single File, single traces overlaid onto one-another if you choose: -def get_plot(file = None): - if file == None: +if __name__ == '__main__': + + cwd = easygui.diropenbox('Select where you are working') + print(cwd) + #%% + #Single File, single traces overlaid onto one-another if you choose: + def get_plot(file = None): + if file == None: + filepath = easygui.fileopenbox("Choose File", default = cwd) + file = h5py.File(filepath) + assert file != None + datasets = file.keys() + ind_var = easygui.choicebox("Pick the independent variable: ", choices = datasets) + print(ind_var) + dep_var = easygui.choicebox("Pick the dependent variable: ", choices = datasets) + print(dep_var) + + ind_var_data = np.array(file[ind_var]) + dep_var_data = np.array(file[dep_var]) + + + return ind_var_data, dep_var_data, ind_var, dep_var + + ind_vars, dep_vars, ind_name, dep_name = get_plot() + # ind_vars2, dep_vars2, ind_name2, dep_name2 = get_plot() + + #%% + print("Max: {:.3f} \nMin: {:.3f}".format(np.max(dep_vars), np.min(dep_vars))) + plt.close("all") + plt.plot(ind_vars, dep_vars, label = "Forward") + # plt.plot(ind_vars2[0], dep_vars2[0], label = "Backward") + plt.legend() + plt.xlabel(ind_name) + plt.ylabel(dep_name) + plt.title(ind_name +' vs.'+dep_name) + + #%% + # #%% Get the data from multiple separate files + def compile_traces(): + num_traces = easygui.choicebox(choices = np.arange(1,6)) + i = 0 + trace_data = [] + freq_data = [] + while i < num_traces: + filepath = easygui.fileopenbox("Choose File #"+str(i+1), default = cwd) + file = h5py.File(filepath) + trace = np.array(file['noise']) #TODO: generalize to choice + freqs = np.array(file['Freq']) + trace_data.append(trace) + freq_data.append(freqs) + file.close() + i+=1 + return freq_data, trace_data + + #%% Extract 2d Data from h5 + def get_pcolor(cwd): filepath = easygui.fileopenbox("Choose File", default = cwd) file = h5py.File(filepath) - assert file != None - datasets = file.keys() - ind_var = easygui.choicebox("Pick the independent variable: ", choices = datasets) - print(ind_var) - dep_var = easygui.choicebox("Pick the dependent variable: ", choices = datasets) - print(dep_var) + datasets = file.keys() + ind_vars = easygui.multchoicebox("Pick the independent variables: ", choices = datasets) + print(ind_vars) + dep_var_name = easygui.choicebox("Pick the dependent variable: ", choices = datasets) + print(dep_var_name) + #checking for data redundancy, i.e. if every line of an independent variable is the same, reduce it to just the first line + ind_var_data = [] + for ind_var in ind_vars: + ind_var_datum = np.array(file[ind_var]) + is_repetitive = True + for i in range(np.shape(ind_var_datum)[0]): + if np.any(ind_var_datum[i] != ind_var_datum [0]): + is_repetitive = False + if is_repetitive == True: + ind_var_datum = ind_var_datum[0] + ind_var_data.append(ind_var_datum) + + dep_var_data = np.array(file[dep_var_name]) + + return ind_var_data, ind_vars, dep_var_data, dep_var_name + + ind_vars,ind_var_names, dep_var, dep_var_name = get_pcolor(cwd) + # ind_vars2,ind_var_names2, dep_var2, dep_var_name2 = get_pcolor(cwd) - ind_var_data = np.array(file[ind_var]) - dep_var_data = np.array(file[dep_var]) + #%%Plot Pcolor + #TODO: incorporate into get_pcolor with more color choices, etc + ind_avgs = [np.average(i) for i in ind_vars] + dep_avg = np.average(dep_var) + colors = [color.hex2color('#0000FF'), color.hex2color('#FFFFFF'), color.hex2color('#FF0000')] + _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors) + adj = 5 + _norm = color.Normalize(vmin = np.min(dep_var)+adj, vmax = np.max(dep_var)-adj) + # x = np.min(dep_var) + # y = np.max(dep_var) + plt.pcolormesh((ind_vars[1])/1e6,ind_vars[0], dep_var, cmap = _cmap, norm = _norm) + plt.colorbar(label = 'S21 Phase (Deg)') + plt.gca().get_xaxis().get_major_formatter().set_useOffset(False) + plt.gca().get_yaxis().get_major_formatter().set_useOffset(False) + plt.xlabel( 'VNA_Frequency (MHz)') + plt.ylabel('VNA Input Power (dBm)') + plt.title('S21 Phase vs. Frequency and Input Power') + #%% Now extract a line cut from that 2d plot + #from the plot, we're going to want to be able to specify one value of one of + #the independent variables, then the line cuts across the other one at that + #value - return ind_var_data, dep_var_data, ind_var, dep_var - -ind_vars, dep_vars, ind_name, dep_name = get_plot() -# ind_vars2, dep_vars2, ind_name2, dep_name2 = get_plot() - -#%% -print("Max: {:.3f} \nMin: {:.3f}".format(np.max(dep_vars), np.min(dep_vars))) -plt.close("all") -plt.plot(ind_vars, dep_vars, label = "Forward") -# plt.plot(ind_vars2[0], dep_vars2[0], label = "Backward") -plt.legend() -plt.xlabel(ind_name) -plt.ylabel(dep_name) -plt.title(ind_name +' vs.'+dep_name) - -#%% -# #%% Get the data from multiple separate files -def compile_traces(): - num_traces = easygui.choicebox(choices = np.arange(1,6)) - i = 0 - trace_data = [] - freq_data = [] - while i < num_traces: - filepath = easygui.fileopenbox("Choose File #"+str(i+1), default = cwd) - file = h5py.File(filepath) - trace = np.array(file['noise']) #TODO: generalize to choice - freqs = np.array(file['Freq']) - trace_data.append(trace) - freq_data.append(freqs) - file.close() - i+=1 - return freq_data, trace_data - -#%% Extract 2d Data from h5 -def get_pcolor(cwd): - filepath = easygui.fileopenbox("Choose File", default = cwd) - file = h5py.File(filepath) - datasets = file.keys() - ind_vars = easygui.multchoicebox("Pick the independent variables: ", choices = datasets) - print(ind_vars) - dep_var_name = easygui.choicebox("Pick the dependent variable: ", choices = datasets) - print(dep_var_name) - #checking for data redundancy, i.e. if every line of an independent variable is the same, reduce it to just the first line - ind_var_data = [] - for ind_var in ind_vars: - ind_var_datum = np.array(file[ind_var]) - is_repetitive = True - for i in range(np.shape(ind_var_datum)[0]): - if np.any(ind_var_datum[i] != ind_var_datum [0]): - is_repetitive = False - if is_repetitive == True: - ind_var_datum = ind_var_datum[0] - ind_var_data.append(ind_var_datum) + #ideally this would be a slider in the plot window, but whatever + def linecut_data(ind_vars, ind_var_names, dep_var, dep_var_name): + cut_var_name = easygui.choicebox("Choose variable you would like to cut along:", choices = ind_var_names) + cut_name_index = list(ind_var_names).index(cut_var_name) #only lists have the .index method :( + #Sometimes the order of names does not correspond to the ordering of indices in dep_var, this takes care of that + cut_index = np.shape(dep_var).index(len(ind_vars[cut_name_index])) + cut_var_val = float(easygui.choicebox("Choose value of the cut variable:", choices = ind_vars[cut_name_index])) + cut_var_val_index = list(ind_vars[cut_name_index]).index(cut_var_val) + #we know it is 2d data, so if cut_index is 0, we want a [cut_var_index,:] cut, else [:,cut_var_index] + print(dep_var_name) + #TODO: find more pythonic solution + if cut_index == 0: + cut_dep_data = dep_var[cut_var_val_index, :] - dep_var_data = np.array(file[dep_var_name]) + elif cut_index == 1: + cut_dep_data = dep_var[:, cut_var_val_index] - return ind_var_data, ind_vars, dep_var_data, dep_var_name - -ind_vars,ind_var_names, dep_var, dep_var_name = get_pcolor(cwd) -# ind_vars2,ind_var_names2, dep_var2, dep_var_name2 = get_pcolor(cwd) - -#%%Plot Pcolor -#TODO: incorporate into get_pcolor with more color choices, etc -ind_avgs = [np.average(i) for i in ind_vars] -dep_avg = np.average(dep_var) -colors = [color.hex2color('#0000FF'), color.hex2color('#FFFFFF'), color.hex2color('#FF0000')] -_cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors) -adj = 5 -_norm = color.Normalize(vmin = np.min(dep_var)+adj, vmax = np.max(dep_var)-adj) -# x = np.min(dep_var) -# y = np.max(dep_var) -plt.pcolormesh((ind_vars[1])/1e6,ind_vars[0], dep_var, cmap = _cmap, norm = _norm) -plt.colorbar(label = 'S21 Phase (Deg)') -plt.gca().get_xaxis().get_major_formatter().set_useOffset(False) -plt.gca().get_yaxis().get_major_formatter().set_useOffset(False) -plt.xlabel( 'VNA_Frequency (MHz)') -plt.ylabel('VNA Input Power (dBm)') -plt.title('S21 Phase vs. Frequency and Input Power') -#%% Now extract a line cut from that 2d plot - -#from the plot, we're going to want to be able to specify one value of one of -#the independent variables, then the line cuts across the other one at that -#value - -#ideally this would be a slider in the plot window, but whatever -def linecut_data(ind_vars, ind_var_names, dep_var, dep_var_name): - cut_var_name = easygui.choicebox("Choose variable you would like to cut along:", choices = ind_var_names) - cut_name_index = list(ind_var_names).index(cut_var_name) #only lists have the .index method :( - #Sometimes the order of names does not correspond to the ordering of indices in dep_var, this takes care of that - cut_index = np.shape(dep_var).index(len(ind_vars[cut_name_index])) - cut_var_val = float(easygui.choicebox("Choose value of the cut variable:", choices = ind_vars[cut_name_index])) - cut_var_val_index = list(ind_vars[cut_name_index]).index(cut_var_val) - #we know it is 2d data, so if cut_index is 0, we want a [cut_var_index,:] cut, else [:,cut_var_index] - print(dep_var_name) - #TODO: find more pythonic solution - if cut_index == 0: - cut_dep_data = dep_var[cut_var_val_index, :] + cut_ind_data = ind_vars[int(cut_index)] #this logic just makes 0's into 1's and vice-versa + cut_ind_name = ind_var_names[int(cut_index)] + cut_dep_name = "{} at {} = {:.3f}".format(dep_var_name, cut_var_name, cut_var_val) - elif cut_index == 1: - cut_dep_data = dep_var[:, cut_var_val_index] - - cut_ind_data = ind_vars[int(cut_index)] #this logic just makes 0's into 1's and vice-versa - cut_ind_name = ind_var_names[int(cut_index)] - cut_dep_name = "{} at {} = {:.3f}".format(dep_var_name, cut_var_name, cut_var_val) + return cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name + + cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name = linecut_data(ind_vars,ind_var_names, dep_var, dep_var_name) + + #%% Plot the linecut + + plt.plot(cut_ind_data, cut_dep_data, '.') + plt.title(cut_dep_name) + plt.xlabel(cut_ind_name) + plt.ylabel("") + + #%% Finding derivatives + + def get_min_ders(freqs, data): + mags = np.array(data) + ders = [] + der_max_locs = [] #should correspond to bifurcation + der_max_freqs = [] + for trace in mags: + der = np.gradient(trace) + der_max_loc = list(np.where(der == np.min(der))[0])[0] + der_max_locs.append(der_max_loc) + der_max_freq = freqs[der_max_loc] + der_max_freqs.append(der_max_freq) + ders.append(der) + return(der_max_freqs) + + freqs_of_max_change = get_min_ders(ind_vars[1],dep_var) + linearized_voltages = np.power(10,ind_vars[0]/20) + offset_from_right = -2 + fitx = linearized_voltages[0:offset_from_right-1] + fity = (freqs_of_max_change[0:offset_from_right-1]-freqs_of_max_change[0])/1e6 + + #Fit Function to polynomial + #%% Numpy Fit + from numpy.polynomial.polynomial import polyfit + fit = np.flip(np.polyfit(fitx,fity,4)) + fit_func = lambda x,a,b,c,d,e: a+b*x+c*x**2+d*x**3+e*x**4 + english_sucks = ["th","st","nd","rd","th"] + for coefficient in enumerate(fit): + print("{}{} order term: {}".format(coefficient[0],english_sucks[coefficient[0]],coefficient[1])) + plt.plot(fitx,fity,'o') + plt.plot(fitx,fit_func(fitx, *fit)) + plt.title("All Order Fit") + #%% Scipy Fit + from scipy.optimize import curve_fit + def fit_func(x,a,b): + return a*x+b*x**2 + fit_end, other_stuff = curve_fit(fit_func, fitx,fity) + print("First order: {} (MHz/mV)\nSecond order: {} (MHz/mV)^2".format(fit_end[0],fit_end[1])) + plt.plot(fitx,fity,'o') + plt.plot(fitx,fit_func(fitx,fit_end[0],fit_end[1])) + plt.xlabel("Linearized Voltage ($\sqrt{mW}$)") + plt.ylabel("Detuning (MHz)") + plt.title("1st and 2nd order fit") + #%% + + + + - return cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name -cut_ind_data, cut_ind_name, cut_dep_data, cut_dep_name = linecut_data(ind_vars,ind_var_names, dep_var, dep_var_name) - -#%% Plot the linecut - -plt.plot(cut_ind_data, cut_dep_data, '.') -plt.title(cut_dep_name) -plt.xlabel(cut_ind_name) -plt.ylabel("") - -#%% Finding derivatives - -def get_min_ders(freqs, data): - mags = np.array(data) - ders = [] - der_max_locs = [] #should correspond to bifurcation - der_max_freqs = [] - for trace in mags: - der = np.gradient(trace) - der_max_loc = list(np.where(der == np.min(der))[0])[0] - der_max_locs.append(der_max_loc) - der_max_freq = freqs[der_max_loc] - der_max_freqs.append(der_max_freq) - ders.append(der) - return(der_max_freqs) - -freqs_of_max_change = get_min_ders(ind_vars[1],dep_var) -linearized_voltages = np.power(10,ind_vars[0]/20) -offset_from_right = -2 -fitx = linearized_voltages[0:offset_from_right-1] -fity = (freqs_of_max_change[0:offset_from_right-1]-freqs_of_max_change[0])/1e6 - -#Fit Function to polynomial -#%% Numpy Fit -from numpy.polynomial.polynomial import polyfit -fit = np.flip(np.polyfit(fitx,fity,4)) -fit_func = lambda x,a,b,c,d,e: a+b*x+c*x**2+d*x**3+e*x**4 -english_sucks = ["th","st","nd","rd","th"] -for coefficient in enumerate(fit): - print("{}{} order term: {}".format(coefficient[0],english_sucks[coefficient[0]],coefficient[1])) -plt.plot(fitx,fity,'o') -plt.plot(fitx,fit_func(fitx, *fit)) -plt.title("All Order Fit") -#%% Scipy Fit -from scipy.optimize import curve_fit -def fit_func(x,a,b): - return a*x+b*x**2 -fit_end, other_stuff = curve_fit(fit_func, fitx,fity) -print("First order: {} (MHz/mV)\nSecond order: {} (MHz/mV)^2".format(fit_end[0],fit_end[1])) -plt.plot(fitx,fity,'o') -plt.plot(fitx,fit_func(fitx,fit_end[0],fit_end[1])) -plt.xlabel("Linearized Voltage ($\sqrt{mW}$)") -plt.ylabel("Detuning (MHz)") -plt.title("1st and 2nd order fit") -#%% - - - - - - diff --git a/data_processing/signal_processing/__pycache__/Pulse_Processing.cpython-39.pyc b/data_processing/signal_processing/__pycache__/Pulse_Processing.cpython-39.pyc index 24cb447ee9e2c2da4abf27a0c791f7564ffe19b8..455c987208a564e0c31b844ef619f13c04f497e5 100644 GIT binary patch delta 381 zcmca7`9P98k(ZZ?0SK~Q|J=y^hE*eqyErpFFEJ-RC9xziimxa&Ewv~$FF6&=zr~T8 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+ +
+
+
+
+ +
+

4th_Order_Fitter

+

Created on Thu Jun 25 09:39:22 2020

+

@author: Tzu-Chiao Chien and Ryan Kaufman

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Bifurcation fitter.html b/sdocs/build/html/Bifurcation fitter.html new file mode 100644 index 0000000..51bb926 --- /dev/null +++ b/sdocs/build/html/Bifurcation fitter.html @@ -0,0 +1,110 @@ + + + + + + + + + Bifurcation fitter — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Bifurcation fitter

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/FS_utility_functions.html b/sdocs/build/html/FS_utility_functions.html new file mode 100644 index 0000000..1ff55df --- /dev/null +++ b/sdocs/build/html/FS_utility_functions.html @@ -0,0 +1,110 @@ + + + + + + + + + FS_utility_functions — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

FS_utility_functions

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Fidelity_from_filepath.html b/sdocs/build/html/Fidelity_from_filepath.html new file mode 100644 index 0000000..2bd7ca4 --- /dev/null +++ b/sdocs/build/html/Fidelity_from_filepath.html @@ -0,0 +1,110 @@ + + + + + + + + + Fidelity_from_filepath — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Fidelity_from_filepath

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Gain vs Pump Power fitter.html b/sdocs/build/html/Gain vs Pump Power fitter.html new file mode 100644 index 0000000..8b360d2 --- /dev/null +++ b/sdocs/build/html/Gain vs Pump Power fitter.html @@ -0,0 +1,110 @@ + + + + + + + + + Gain vs Pump Power fitter — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Gain vs Pump Power fitter

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/General_reader.html b/sdocs/build/html/General_reader.html new file mode 100644 index 0000000..46bb574 --- /dev/null +++ b/sdocs/build/html/General_reader.html @@ -0,0 +1,112 @@ + + + + + + + + + General_reader — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

General_reader

+

Created on Thu Jun 25 09:39:22 2020

+

@author: Tzu-Chiao Chien and Ryan Kaufman

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Helper_Functions.html b/sdocs/build/html/Helper_Functions.html new file mode 100644 index 0000000..0af8d96 --- /dev/null +++ b/sdocs/build/html/Helper_Functions.html @@ -0,0 +1,175 @@ + + + + + + + + + Helper_Functions — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Helper_Functions

+

Created on Thu Nov 12 10:56:06 2020

+

@author: Ryan Kaufman

+

purpose: Contain general helper functions that are useful for all instruments

+
+
+Helper_Functions.adjust(Param1, stepsize1)[source]
+
+ +
+
+Helper_Functions.adjust_2(Params, stepsizes)[source]
+
+ +
+
+Helper_Functions.check_if_close(freq_dict, threshold=0.5)[source]
+
+ +
+
+Helper_Functions.controller_adjust(Params, stepsizes)[source]
+
+ +
+
+Helper_Functions.find_all_ddh5(cwd)[source]
+
+ +
+
+Helper_Functions.freq_differences(freq_dict)[source]
+
+ +
+
+Helper_Functions.get_name_from_path(path: str)[source]
+
+ +
+
+Helper_Functions.load_instrument(inst_class, *args, **kwargs)[source]
+
+ +
+
+Helper_Functions.log_normalize_to_row(x, y, arr, y_norm_val=None)[source]
+

Takes in the inputs to a pcolor plot and normalizes each jth column in the 2d array to (i,j) value

+
+ +
+
+Helper_Functions.log_normalize_up_to_row(x, y, arr, y_norm_val=None)[source]
+

Takes in the inputs to a pcolor plot and normalizes each jth column in the 2d array to (i,j) value

+
+ +
+
+Helper_Functions.select_closest_to_target(x_arr, arr, arr_target_val)[source]
+
+ +
+
+Helper_Functions.shift_array_relative_to_middle(array, div_factor=1000000.0)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/IIP3_plotting.html b/sdocs/build/html/IIP3_plotting.html new file mode 100644 index 0000000..591c892 --- /dev/null +++ b/sdocs/build/html/IIP3_plotting.html @@ -0,0 +1,110 @@ + + + + + + + + + IIP3_plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

IIP3_plotting

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Mixer_calibration_plotting.html b/sdocs/build/html/Mixer_calibration_plotting.html new file mode 100644 index 0000000..527168d --- /dev/null +++ b/sdocs/build/html/Mixer_calibration_plotting.html @@ -0,0 +1,110 @@ + + + + + + + + + Mixer_calibration_plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Mixer_calibration_plotting

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Participation_and_Alpha_Fitter.html b/sdocs/build/html/Participation_and_Alpha_Fitter.html new file mode 100644 index 0000000..ad8e65e --- /dev/null +++ b/sdocs/build/html/Participation_and_Alpha_Fitter.html @@ -0,0 +1,110 @@ + + + + + + + + + Participation_and_Alpha_Fitter — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Participation_and_Alpha_Fitter

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory.html b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory.html new file mode 100644 index 0000000..ea39125 --- /dev/null +++ b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_Multiple_Acquisitions_From_Directory — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_Multiple_Acquisitions_From_Directory

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.html b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.html new file mode 100644 index 0000000..e7f3734 --- /dev/null +++ b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.html b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.html new file mode 100644 index 0000000..c2e9c48 --- /dev/null +++ b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_Multiple_Acquisitions_From_Directory_LO_sig_phase — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_Multiple_Acquisitions_From_Directory_LO_sig_phase

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_Sig.html b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_Sig.html new file mode 100644 index 0000000..5f4efc9 --- /dev/null +++ b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_Sig.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_Multiple_Acquisitions_From_Directory_Sig — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_Multiple_Acquisitions_From_Directory_Sig

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_loopbacks.html b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_loopbacks.html new file mode 100644 index 0000000..a160d85 --- /dev/null +++ b/sdocs/build/html/Process_Multiple_Acquisitions_From_Directory_loopbacks.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_Multiple_Acquisitions_From_Directory_loopbacks — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_Multiple_Acquisitions_From_Directory_loopbacks

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_One_3_state_acquisition.html b/sdocs/build/html/Process_One_3_state_acquisition.html new file mode 100644 index 0000000..8e4360f --- /dev/null +++ b/sdocs/build/html/Process_One_3_state_acquisition.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_One_3_state_acquisition — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_One_3_state_acquisition

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_One_Acquisition_From_File.html b/sdocs/build/html/Process_One_Acquisition_From_File.html new file mode 100644 index 0000000..bc4d57a --- /dev/null +++ b/sdocs/build/html/Process_One_Acquisition_From_File.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_One_Acquisition_From_File — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_One_Acquisition_From_File

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_One_Acquisition_From_File_!.html b/sdocs/build/html/Process_One_Acquisition_From_File_!.html new file mode 100644 index 0000000..fe96c60 --- /dev/null +++ b/sdocs/build/html/Process_One_Acquisition_From_File_!.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_One_Acquisition_From_File_! — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_One_Acquisition_From_File_!

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_One_Acquisition_From_File_1.html b/sdocs/build/html/Process_One_Acquisition_From_File_1.html new file mode 100644 index 0000000..4bc8404 --- /dev/null +++ b/sdocs/build/html/Process_One_Acquisition_From_File_1.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_One_Acquisition_From_File_1 — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_One_Acquisition_From_File_1

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_One_Acquisition_From_File_with_weights.html b/sdocs/build/html/Process_One_Acquisition_From_File_with_weights.html new file mode 100644 index 0000000..f7c538e --- /dev/null +++ b/sdocs/build/html/Process_One_Acquisition_From_File_with_weights.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_One_Acquisition_From_File_with_weights — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_One_Acquisition_From_File_with_weights

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_fitted_power_sweep.html b/sdocs/build/html/Process_fitted_power_sweep.html new file mode 100644 index 0000000..75687c3 --- /dev/null +++ b/sdocs/build/html/Process_fitted_power_sweep.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_fitted_power_sweep — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_fitted_power_sweep

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Process_fitted_sweeps.html b/sdocs/build/html/Process_fitted_sweeps.html new file mode 100644 index 0000000..4167b0a --- /dev/null +++ b/sdocs/build/html/Process_fitted_sweeps.html @@ -0,0 +1,110 @@ + + + + + + + + + Process_fitted_sweeps — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Process_fitted_sweeps

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Pulse_Processing.html b/sdocs/build/html/Pulse_Processing.html new file mode 100644 index 0000000..626cee9 --- /dev/null +++ b/sdocs/build/html/Pulse_Processing.html @@ -0,0 +1,150 @@ + + + + + + + + + Pulse_Processing — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + +
+
+
+
+ +
+

Pulse_Processing

+

Created on Tue Apr 27 10:17:43 2021

+

@author: Hatlab_3

+
+
+Pulse_Processing.demod(signal_data, reference_data, mod_freq=50000000.0, sampling_rate=1000000000.0)[source]
+

#TODO: +:param signal_data: signal datapoints +:type signal_data: np 1D array - float64 +:param reference_data: reference datapoints +:type reference_data: np 1D array - float64 +:param mod_freq: Modulation frequency in Hz. The default is 50e6. +:type mod_freq: float64, optional +:param sampling_rate: sampling rate in samples per second. The default is 1e9. +:type sampling_rate: float64, optional

+
+
Returns
+

    +

  • sig_I_summed (np 1D array - float64) – Signal multiplied by Sine and integrated over each period.

    • +

  • sig_Q_summed (np 1D array - float64) – Signal multiplied by Cosine and integrated over each period.

    • +

  • ref_I_summed (np 1D array - float64) – reference multiplied by sine and integrated over each period.

    • +

  • ref_Q_summed (np 1D array - float64) – Reference multiplied by Cosine and integrated over each period.

    • +
+

+
+
+
+ +
+
+Pulse_Processing.phase_correction(sigI, sigQ, refI, refQ)[source]
+
+
Parameters
+
    +

  • sigI (np 2D array - (records,samples) float64) – demodulated signal - In-phase

    • +

  • sigQ (np 2D array - (records,samples) float64) – demodulated signal - Quadrature phase

    • +

  • refI (np 2D array - (records,samples) float64) – demodulated reference - In-phase

    • +

  • refQ (np 2D array - (records,samples) float64) – demodulated reference - quadrature-phase

    • +

  • Note (reference and signal arrays must all be of the same length) –

    • +
+
+
Returns
+

    +

  • sigI_corrected (np 2D array - float64) – Signal I rotated by reference phase averaged over each record

    • +

  • sigQ_corrected (np 2D array - float64) – Signal Q rotated by reference phase averaged over each record

    • +
+

+
+
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Pulse_Processing_Utils.html b/sdocs/build/html/Pulse_Processing_Utils.html new file mode 100644 index 0000000..8e966e5 --- /dev/null +++ b/sdocs/build/html/Pulse_Processing_Utils.html @@ -0,0 +1,220 @@ + + + + + + + + + Pulse_Processing_utils — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Pulse_Processing_utils

+

Created on Thu Apr 29 09:40:12 2021

+

@author: Ryan Kaufman

+

Set up function module that can assist in loading pulse sequences into AWG +and functionalizing Alazar acquiring

+
+
+Pulse_Processing_utils.Gaussian_2D(M, amplitude, xo, yo, sigma_x, sigma_y, theta)[source]
+
+ +
+
+class Pulse_Processing_utils.Gaussian_info[source]
+

Bases: object

+
+
+center_vec()[source]
+
+ +
+
+plot_array()[source]
+
+ +
+
+plot_on_ax(ax, displacement=array([0, 0]), color='white')[source]
+
+ +
+
+print_info()[source]
+
+ +
+
+sigma_contour()[source]
+
+ +
+ +
+
+Pulse_Processing_utils.Process_One_Acquisition(name, sI_c1, sI_c2, sQ_c1, sQ_c2, bin_start, bin_stop, hist_scale=200, odd_only=False, even_only=False, plot=False)[source]
+
+ +
+
+Pulse_Processing_utils.Process_One_Acquisition_3_state(name, sI_c1, sI_c2, sI_c3, sQ_c1, sQ_c2, sQ_c3, bin_start, bin_stop, hist_scale=200, odd_only=False, even_only=False, plot=False)[source]
+
+ +
+
+Pulse_Processing_utils.Process_One_Acquisition_np(filepath, plot=False, pulse_types=2)[source]
+
+ +
+
+Pulse_Processing_utils.boxcar_histogram(fig, ax, start_pt, stop_pt, sI, sQ, Ioffset=0, Qoffset=0, scale=1, num_bins=100)[source]
+
+ +
+
+Pulse_Processing_utils.extract_2pulse_histogram_from_filepath(datapath, plot=False, bin_start=55, bin_stop=150, hist_scale=None, even_only=False, odd_only=False, numRecords=7680, IQ_offset=(0, 0))[source]
+
+ +
+
+Pulse_Processing_utils.extract_3pulse_histogram_from_filepath(datapath, plot=False, bin_start=55, bin_stop=150, hist_scale=None, even_only=False, odd_only=False, numRecords=7680, IQ_offset=(0, 0), state_relabel=0)[source]
+
+ +
+
+Pulse_Processing_utils.fit_2D_Gaussian(name, bins, h_arr, guessParams, max_fev=100, contour_line=3)[source]
+
+ +
+
+Pulse_Processing_utils.get_IQ_offset_from_filepath(amp_off_filepath, plot=False, hist_scale=None, records_per_pulsetype=7680)[source]
+
+ +
+
+Pulse_Processing_utils.get_contour_line(cont_x, cont_y, contour_arr, contour_line=3)[source]
+
+ +
+
+Pulse_Processing_utils.get_fidelity_from_filepath(filepath, plot=False, hist_scale=None, records_per_pulsetype=7740)[source]
+
+ +
+
+Pulse_Processing_utils.get_fidelity_from_filepath_3_state(filepath, plot=False, hist_scale=None, records_per_pulsetype=2562, state_relabel=0, bin_start=50, bin_stop=150)[source]
+
+ +
+
+Pulse_Processing_utils.get_fidelity_vs_records(datapath, plot=False, hist_scale=None, records_per_pulsetype=7740, bin_start=50, bin_stop=150)[source]
+
+ +
+
+Pulse_Processing_utils.get_normalizing_voltage_from_filepath(amp_off_filepath, plot=False, hist_scale=None, records_per_pulsetype=7740)[source]
+
+ +
+
+Pulse_Processing_utils.hist_discriminant(h1, h2)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/QFit.html b/sdocs/build/html/QFit.html new file mode 100644 index 0000000..da5e01d --- /dev/null +++ b/sdocs/build/html/QFit.html @@ -0,0 +1,145 @@ + + + + + + + + + QFit — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

QFit

+
+
+QFit.fit(freq, real, imag, mag, phase, Qguess=(20000.0, 100000.0), real_only=0, bounds=None, f0Guess=None, magBackGuess=None, phaseGuess=3.141592653589793, debug=False)[source]
+
+ +
+
+QFit.getData(filename, method='hfss', freq_unit='GHz', plot_data=1)[source]
+
+ +
+
+QFit.getData_from_datadict(filepath, plot_data=None)[source]
+
+ +
+
+QFit.plotRes(freq, real, imag, mag, phase, popt)[source]
+
+ +
+
+QFit.reflectionFunc(freq, Qext, Qint, f0, magBack, phaseCorrect)[source]
+
+ +
+
+QFit.reflectionFunc_re(freq, Qext, Qint, f0, magBack, phaseCorrect)[source]
+
+ +
+
+QFit.rounder(value)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Q_vs_temp_vs_power.html b/sdocs/build/html/Q_vs_temp_vs_power.html new file mode 100644 index 0000000..44cf749 --- /dev/null +++ b/sdocs/build/html/Q_vs_temp_vs_power.html @@ -0,0 +1,110 @@ + + + + + + + + + Q_vs_temp_vs_power — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Q_vs_temp_vs_power

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/Resonator_Autofit_1D.html b/sdocs/build/html/Resonator_Autofit_1D.html new file mode 100644 index 0000000..08e0325 --- /dev/null +++ b/sdocs/build/html/Resonator_Autofit_1D.html @@ -0,0 +1,138 @@ + + + + + + + + + Resonator_Autofit_1D — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

Resonator_Autofit_1D

+

Created on Tue Jun 1 17:52:48 2021

+

@author: Hatlab_3

+
+
+class Resonator_Autofit_1D.fit_res_sweep(datadict, writer, save_func, raw_filepath, ind_par_name, create_file=True)[source]
+

Bases: object

+
+
+default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)[source]
+
+ +
+
+initial_fit(f0Guess, QextGuess=50, QintGuess=300, magBackGuess=0.0001, bounds_func=None, smooth=False, smooth_win=11, phaseOffGuess=0, debug=False, adaptive_window=False, adapt_win_size=300000000.0, start_index=0)[source]
+
+ +
+
+save_fit(ind_par_val, base_popt, base_pconv)[source]
+
+ +
+
+semiauto_fit(ind_par, vna_freqs, vna_mags, vna_phases, init_popt, debug=False, savedata=False, smooth=False, smooth_win=11, adaptive_window=False, adapt_win_size=300000000.0, fourier_filter=False, fourier_cutoff=40, pconv_tol=2, bounds_func=None, alt_array_scale=1)[source]
+
+ +
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/TACO_multiplot_b1.html b/sdocs/build/html/TACO_multiplot_b1.html new file mode 100644 index 0000000..26eccf3 --- /dev/null +++ b/sdocs/build/html/TACO_multiplot_b1.html @@ -0,0 +1,130 @@ + + + + + + + + + TACO_multiplot_b1 — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

TACO_multiplot_b1

+

Created on Tue Feb 16 12:55:36 2021

+

@author: Hatlab_3

+

Find all TACOS in a directory, pull out the best powers, and plot them in 3d space to see if it’s actually a TACO or not’

+
+
+TACO_multiplot_b1.get_sat_info(sat_bias_current, sat_gen_freq, sat_gen_power, sat_vna_freq, sat_vna_powers, sat_gain, levels=[- 2, - 1.5, - 1, - 0.25, 0.25, 1, 1.5, 2], norm_power=- 40, x_val=None, filter_window=0, vmin=- 1, vmax=1, plot=True, xlim=None, ylim=None)[source]
+
+ +
+
+TACO_multiplot_b1.superSat(filepaths, y_norm_val=- 70, filter_window=0, conv=False, conv_func=None, tla_signal=0, tla_pump=0, plot_individual=False, cscale=10000000.0, kerr=False, kerr_null: Optional[float] = None, kerr_scale: Optional[float] = None, scale_flip=False, device_name: str = '', quanta_flip=False, xlim=None, ylim=None)[source]
+

assemble all of the saturation sweeps, extract the best (highest) +saturation power in (gen_freqs, gen_powers) space, plot vs current

+
+ +
+
+TACO_multiplot_b1.superTACO_Bars(filepaths, angles=[45, 45], quanta_size=None, quanta_offset=None, bardims=[1, 1], barbase=- 30, plot=False)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/TACO_utility_functions.html b/sdocs/build/html/TACO_utility_functions.html new file mode 100644 index 0000000..52a02f3 --- /dev/null +++ b/sdocs/build/html/TACO_utility_functions.html @@ -0,0 +1,110 @@ + + + + + + + + + TACO_utility_functions — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

TACO_utility_functions

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Helper_Functions.html b/sdocs/build/html/_modules/Helper_Functions.html new file mode 100644 index 0000000..e76a6c1 --- /dev/null +++ b/sdocs/build/html/_modules/Helper_Functions.html @@ -0,0 +1,237 @@ + + + + + + + + Helper_Functions — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Helper_Functions

+# -*- coding: utf-8 -*-
+"""
+Created on Thu Nov 12 10:56:06 2020
+
+@author: Ryan Kaufman
+
+purpose: Contain general helper functions that are useful for all instruments
+"""
+# from measurement_modules import Controller_Module as CM
+import numpy as np
+import os 
+
+
[docs]def adjust(Param1, stepsize1): 
+    in_string = ""
+    while in_string.lower() != "q" :
+        #have to use "q" to stop, can use left and right brackets to adjust stepsize up/down
+        in_string = input(f"{Param1.name}: a for down, d for up (stepsize: {stepsize1})\nEnter to submit, q to quit")
+        if in_string == "a": 
+            Param1(Param1()-stepsize1)
+            print(f"{Param1.name}: {Param1()}")
+        if in_string == "d": 
+            Param1(Param1()+stepsize1)
+            print(f"{Param1.name}: {Param1()}")
+        if in_string == "q": 
+            break

+
+
[docs]def adjust_2(Params, stepsizes): 
+    [Param1, Param2] = Params
+    [stepsize1, stepsize2] = stepsizes
+    in_string = ''
+    while in_string.lower() != "q" :
+        #have to use "q" to stop, can use left and right brackets to adjust stepsize up/down
+        in_string = input(f"{Param1.name}: a for down, d for up\n{Param2.name}: [ for down, ] for up \nEnter to submit, q to quit\n")
+        if in_string == "a": 
+            Param1(Param1()-stepsize1)
+            print(f"{Param1.name}: {Param1()}")
+        if in_string == "d": 
+            Param1(Param1()+stepsize1)
+            print(f"{Param1.name}: {Param1()}")
+        if in_string == "[": 
+            Param2(Param2()-stepsize2)
+            print(f"{Param2.name}: {Param2()}")
+        if in_string == "]": 
+            Param2(Param2()+stepsize2)
+            print(f"{Param2.name}: {Param2()}")
+        if in_string == "q": 
+            break

+        
+
[docs]def controller_adjust(Params, stepsizes):
+    CM.sample_first_joystick(Params, stepsizes)

+    
+
[docs]def shift_array_relative_to_middle(array, div_factor = 1e6):
+    return (array-array[int(len(array)/2)])/div_factor

+
+
[docs]def get_name_from_path(path: str):
+    
+    return path.split('\\')[-1]

+
+
[docs]def log_normalize_to_row(x, y, arr, y_norm_val = None): 
+    
+    '''
+    Takes in the inputs to a pcolor plot and normalizes each jth column in the 2d array to (i,j) value
+    '''
+    def normalize(arr, i):
+        norm_row = arr[i]
+        normed_arr = []
+        for i, row in enumerate(arr):
+            # if i == 0: print(row)
+            # print(f'{i}th row: {row}')
+            normed_arr.append(row-norm_row)
+        # print(normed_arr)
+        return np.array(normed_arr)
+    
+    if y_norm_val == None: 
+        return normalize(arr,0)
+    else: 
+        array_norm_row_index = np.where(np.isclose(y, y_norm_val, atol = 0.05))[0][0]
+        return normalize(arr, array_norm_row_index)

+
[docs]def log_normalize_up_to_row(x, y, arr, y_norm_val = None): 
+    
+    '''
+    Takes in the inputs to a pcolor plot and normalizes each jth column in the 2d array to (i,j) value
+    '''
+    def normalize(arr, norm_row):
+        normed_arr = []
+        for i, row in enumerate(arr):
+            if i == 0: print(row)
+            # print(f'{i}th row: {row}')
+            normed_arr.append(row-norm_row)
+        # print(normed_arr)
+        return np.array(normed_arr)
+    
+    if y_norm_val == None: 
+        return normalize(arr,0)
+    else: 
+        array_norm_row_index = np.where(np.isclose(y, y_norm_val, atol = 0.05))[0][0]
+        norm_block = arr[0:array_norm_row_index]
+        norm_arr = np.average(norm_block, axis = 0)
+        return normalize(arr, norm_arr)

+    
+
[docs]def select_closest_to_target(x_arr, arr, arr_target_val): 
+    best_idx = np.argmin(np.abs(arr_target_val-np.array(arr)))
+    return x_arr[best_idx]

+
+
[docs]def find_all_ddh5(cwd): 
+    dirs = os.listdir(cwd)
+    filepaths = []
+    for path in dirs: 
+        try:
+            subs = os.listdir(cwd+'\\'+path)
+            for sub in subs: 
+                print(sub)
+                if sub.split('.')[-1] == 'ddh5':  
+                    filepaths.append(cwd+'\\'+path+'\\'+sub)
+                else: 
+                    for subsub in os.listdir(cwd+'\\'+path+'\\'+sub): 
+                        if subsub.split('.')[-1] == 'ddh5':  
+                            filepaths.append(cwd+'\\'+path+'\\'+sub+'\\'+subsub)
+        except: #usually because the files are one directory higher than you'd expect
+            if path.split('.')[-1] == 'ddh5':  
+                    filepaths.append(cwd+'\\'+path)
+    return filepaths

+    
+
[docs]def load_instrument(inst_class, *args, **kwargs):
+    try: 
+        inst = inst_class(*args, **kwargs)
+        return inst
+    except AttributeError:
+        pass    

+
+
[docs]def freq_differences(freq_dict): 
+    diff_dict = {}
+    sum_dict = {}
+    for i, (k1, f1) in enumerate(freq_dict.items()): 
+        for j, (k2, f2) in enumerate(freq_dict.items()): 
+            if j>i: 
+                print(f"({k1} + {k2}): {f1+f2}")
+                sum_dict[f"({k1}+{k2})"] = f1+f2
+                
+                print(f"({k1} - {k2}): {np.abs(f1-f2)}")
+                diff_dict[f"({k1}-{k2})"] = np.abs(f1-f2)
+                
+    return sum_dict, diff_dict

+
+
[docs]def check_if_close(freq_dict, threshold = 0.5): #threshold and freqs in GHz 
+    for i, (k1, f1) in enumerate(freq_dict.items()): 
+        for j, (k2, f2) in enumerate(freq_dict.items()): 
+            if i>j and np.abs(f2-f1)<threshold: 
+                print(f"{k2} - {k1} is too close: {np.abs(f1-f2)}")

+    
+    
+    
+    
+    
+    
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Pulse_Processing.html b/sdocs/build/html/_modules/Pulse_Processing.html new file mode 100644 index 0000000..6648289 --- /dev/null +++ b/sdocs/build/html/_modules/Pulse_Processing.html @@ -0,0 +1,192 @@ + + + + + + + + Pulse_Processing — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Pulse_Processing

+# -*- coding: utf-8 -*-
+"""
+Created on Tue Apr 27 10:17:43 2021
+
+@author: Hatlab_3
+"""
+import numpy as np
+import time
+
+import matplotlib.pyplot as plt
+    
+
[docs]def demod(signal_data, reference_data, mod_freq = 50e6, sampling_rate = 1e9): 
+    '''
+    #TODO: 
+    Parameters
+    ----------
+    signal_data : np 1D array - float64
+        signal datapoints
+    reference_data : np 1D array - float64
+        reference datapoints
+    mod_freq : float64, optional
+        Modulation frequency in Hz. The default is 50e6.
+    sampling_rate : float64, optional
+        sampling rate in samples per second. The default is 1e9.
+
+    Returns
+    -------
+    sig_I_summed : np 1D array - float64
+        Signal multiplied by Sine and integrated over each period.
+    sig_Q_summed : np 1D array - float64
+        Signal multiplied by Cosine and integrated over each period.
+    ref_I_summed : np 1D array - float64
+        reference multiplied by sine and integrated over each period.
+    ref_Q_summed : np 1D array - float64
+        Reference multiplied by Cosine and integrated over each period.
+    '''
+    
+    '''first pad the arrays to get a multiple of the number of samples in a 
+    demodulation period, this will make the last record technically inaccurate 
+    but there are thousands being 
+    averaged so who cares
+    '''
+    
+    #first demodulate both channels
+    # print("Signal Data Shape: ",np.shape(signal_data))
+    # print("Reference Data Shape: ",np.shape(reference_data))
+    period = int(sampling_rate/mod_freq)
+    signal_data = np.pad(signal_data, (0,int(period-np.size(signal_data)%period)))
+    reference_data = np.pad(reference_data, (0,int(period-np.size(reference_data)%period)))
+    # print("Signal Data Shape: ",np.shape(signal_data))
+    # print("Reference Data Shape: ",np.shape(reference_data))
+    point_number = np.arange(np.size(reference_data))
+    # print('Modulation period: ', period)
+    SinArray = np.sin(2*np.pi/period*point_number)
+    CosArray = np.cos(2*np.pi/period*point_number)
+    
+    sig_I = signal_data*SinArray
+    sig_Q = signal_data*CosArray
+    ref_I = reference_data*SinArray
+    ref_Q = reference_data*CosArray
+    
+    #now you cut the array up into periods of the sin and cosine modulation, then sum within one period
+    #the sqrt 2 is the RMS value of sin and cosine squared, period is to get rid of units of time
+    
+    sig_I_summed = np.sum(sig_I.reshape(np.size(sig_I)//period, period), axis = 1)*(np.sqrt(2)/period)
+    sig_Q_summed = np.sum(sig_Q.reshape(np.size(sig_I)//period, period), axis = 1)*(np.sqrt(2)/period)
+    ref_I_summed = np.sum(ref_I.reshape(np.size(sig_I)//period, period), axis = 1)*(np.sqrt(2)/period)
+    ref_Q_summed = np.sum(ref_Q.reshape(np.size(sig_I)//period, period), axis = 1)*(np.sqrt(2)/period)
+    
+    return (sig_I_summed, sig_Q_summed, ref_I_summed, ref_Q_summed)

+
+
[docs]def phase_correction(sigI, sigQ, refI, refQ): 
+    '''
+    Parameters
+    ----------
+    sigI : np 2D array - (records,samples) float64
+        demodulated signal - In-phase
+    sigQ : np 2D array - (records,samples) float64
+        demodulated signal - Quadrature phase
+    refI : np 2D array - (records,samples) float64
+        demodulated reference - In-phase
+    refQ : np 2D array - (records,samples) float64
+        demodulated reference - quadrature-phase
+        
+    Note: reference and signal arrays must all be of the same length
+
+    Returns
+    -------
+    sigI_corrected : np 2D array - float64
+        Signal I rotated by reference phase averaged over each record
+    sigQ_corrected : np 2D array - float64
+        Signal Q rotated by reference phase averaged over each record
+
+    '''
+    sigI_corrected = np.zeros(np.shape(sigI))
+    sigQ_corrected = np.zeros(np.shape(sigQ))
+    rI_trace = np.zeros(np.shape(sigI)[0])
+    rQ_trace =np.zeros(np.shape(sigI)[0])
+    for i, (sI_rec, sQ_rec, rI_rec, rQ_rec) in enumerate(zip(sigI,sigQ,refI,refQ)):
+        
+        rI_avg, rQ_avg = np.average(rI_rec), np.average(rQ_rec)
+        
+        rI_trace[i], rQ_trace[i] = rI_avg, rQ_avg
+        
+        Ref_mag = np.sum(np.sqrt(rI_avg**2 + rQ_avg**2))
+        
+        sigI_corrected[i] = (sI_rec*rI_avg + sQ_rec*rQ_avg)/Ref_mag
+        sigQ_corrected[i] = (-sI_rec*rQ_avg + sQ_rec*rI_avg)/Ref_mag
+    
+    return sigI_corrected, sigQ_corrected, rI_trace, rQ_trace

+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Pulse_Processing_utils.html b/sdocs/build/html/_modules/Pulse_Processing_utils.html new file mode 100644 index 0000000..22352fa --- /dev/null +++ b/sdocs/build/html/_modules/Pulse_Processing_utils.html @@ -0,0 +1,810 @@ + + + + + + + + Pulse_Processing_utils — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Pulse_Processing_utils

+# -*- coding: utf-8 -*-
+"""
+Created on Thu Apr 29 09:40:12 2021
+
+@author: Ryan Kaufman
+
+Set up function module that can assist in loading pulse sequences into AWG
+and functionalizing Alazar acquiring
+"""
+import numpy as np
+from mpl_toolkits.axes_grid1 import make_axes_locatable
+from matplotlib.patches import Ellipse
+from scipy.optimize import curve_fit
+import matplotlib.pyplot as plt
+
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+
+
[docs]def Process_One_Acquisition_np(filepath, plot = False, pulse_types = 2):
+    
+    
+    return pulse

+    
+
+
[docs]def Process_One_Acquisition(name, sI_c1, sI_c2, sQ_c1 ,sQ_c2, bin_start, bin_stop, hist_scale = 200, odd_only = False, even_only = False, plot = False):
+    if plot: 
+        fig = plt.figure(1, figsize = (12,8))
+        fig.suptitle(name, fontsize = 20)
+        ax1 = fig.add_subplot(221)
+        ax1.set_title("I")
+        ax1.plot(np.average(sI_c1, axis = 0), label = 'even records')
+        ax1.plot(np.average(sI_c2, axis = 0), label = 'odd_records')
+        # ax1.set_aspect(1)
+        ax1.legend(loc = 'upper right')
+        ax2 = fig.add_subplot(222)
+        ax2.set_title("Q")
+        ax2.plot(np.average(sQ_c1, axis = 0), label = 'even records')
+        ax2.plot(np.average(sQ_c2, axis = 0), label = 'odd records')
+        # ax2.set_aspect(1)
+        ax2.legend(loc = 'upper right')
+        ax3 = fig.add_subplot(223)
+        ax3.set_aspect(1)
+        ax3.plot(np.average(sI_c1, axis = 0), np.average(sQ_c1, axis = 0))
+        ax3.plot(np.average(sI_c2, axis = 0),np.average(sQ_c2, axis = 0))
+        
+        #figure for difference trace
+        fig2 = plt.figure(2, figsize = (12,8))
+        ax21 = fig2.add_subplot(221)
+        ax21.set_title("I (even-odd records)")
+        ax21.plot(np.average(sI_c1-sI_c2, axis = 0), label = 'even-odd records')
+        
+        # ax1.set_aspect(1)
+        ax22 = fig2.add_subplot(222)
+        ax22.set_title("Q (even-odd records)")
+        ax22.plot(np.average(sQ_c1-sQ_c2, axis = 0), label = 'even-odd records')
+        
+        # ax2.set_aspect(1)
+        ax23 = fig2.add_subplot(223)
+        ax23.set_title("Trajectories")
+        ax23.set_aspect(1)
+        ax23.plot(np.average(sI_c1-sI_c2, axis = 0), np.average(sQ_c1-sQ_c2, axis = 0))
+        
+        
+        ax24 = fig2.add_subplot(224)
+        ax24.set_title("magnitudes")
+        ax24.plot(np.average(sI_c1-sI_c2, axis = 0)**2+np.average(sQ_c1-sQ_c2, axis = 0)**2, label = 'magnitude')
+        ax4 = fig.add_subplot(224)
+
+    fig2, ax99 = plt.subplots()
+    # print(np.shape(sI_c1))
+    bins_even, h_even = boxcar_histogram(fig2, ax99, bin_start, bin_stop, sI_c1, sQ_c1, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+    bins_odd, h_odd = boxcar_histogram(fig2, ax99, bin_start, bin_stop, sI_c2, sQ_c2, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+    plt.close(fig2)
+    
+    if plot: 
+        if even_only and not odd_only: 
+            print('displaying only even')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, sI_c1, sQ_c1, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+            
+        elif odd_only and not even_only: 
+            print('displaying only odd')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, sI_c2, sQ_c2, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+        else: 
+            print('displaying both')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, np.concatenate((sI_c1, sI_c2)), np.concatenate((sQ_c1, sQ_c2)), Ioffset = 0, Qoffset = 0, scale = hist_scale)
+        plt.show()
+    return bins_even, bins_odd, h_even.T, h_odd.T

+
+
[docs]def Process_One_Acquisition_3_state(name, sI_c1, sI_c2, sI_c3, sQ_c1 ,sQ_c2, sQ_c3, bin_start, bin_stop, hist_scale = 200, odd_only = False, even_only = False, plot = False):
+    if plot: 
+        fig = plt.figure(1, figsize = (12,8))
+        fig.suptitle(name, fontsize = 20)
+        ax1 = fig.add_subplot(221)
+        ax1.set_title("I")
+        ax1.plot(np.average(sI_c1, axis = 0), label = 'G_records')
+        ax1.plot(np.average(sI_c2, axis = 0), label = 'E_records')
+        ax1.plot(np.average(sI_c3, axis = 0), label = 'F_records')
+        # ax1.set_aspect(1)
+        ax1.legend(loc = 'upper right')
+        ax2 = fig.add_subplot(222)
+        ax2.set_title("Q")
+        ax2.plot(np.average(sQ_c1, axis = 0), label = 'G records')
+        ax2.plot(np.average(sQ_c2, axis = 0), label = 'E records')
+        ax2.plot(np.average(sQ_c3, axis = 0), label = 'F records')
+        # ax2.set_aspect(1)
+        ax2.legend(loc = 'upper right')
+        ax3 = fig.add_subplot(223)
+        ax3.set_aspect(1)
+        ax3.plot(np.average(sI_c1, axis = 0), np.average(sQ_c1, axis = 0))
+        ax3.plot(np.average(sI_c2, axis = 0),np.average(sQ_c2, axis = 0))
+        ax3.plot(np.average(sI_c3, axis = 0),np.average(sQ_c3, axis = 0))
+        
+        # #figure for difference trace
+        # fig2 = plt.figure(2, figsize = (12,8))
+        # ax21 = fig2.add_subplot(221)
+        # ax21.set_title("I (even-odd records)")
+        # ax21.plot(np.average(sI_c1-sI_c2, axis = 0), label = 'even-odd records')
+        
+        # # ax1.set_aspect(1)
+        # ax22 = fig2.add_subplot(222)
+        # ax22.set_title("Q (even-odd records)")
+        # ax22.plot(np.average(sQ_c1-sQ_c2, axis = 0), label = 'even-odd records')
+        
+        # # ax2.set_aspect(1)
+        # ax23 = fig2.add_subplot(223)
+        # ax23.set_title("Trajectories")
+        # ax23.set_aspect(1)
+        # ax23.plot(np.average(sI_c1-sI_c2, axis = 0), np.average(sQ_c1-sQ_c2, axis = 0))
+        
+        
+        # ax24 = fig2.add_subplot(224)
+        # ax24.set_title("magnitudes")
+        # ax24.plot(np.average(sI_c1-sI_c2, axis = 0)**2+np.average(sQ_c1-sQ_c2, axis = 0)**2, label = 'magnitude')
+        ax4 = fig.add_subplot(224)
+
+    fig2, ax99 = plt.subplots()
+    # print(np.shape(sI_c1))
+    bins_G, h_G = boxcar_histogram(fig2, ax99, bin_start, bin_stop, sI_c1, sQ_c1, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+    bins_E, h_E = boxcar_histogram(fig2, ax99, bin_start, bin_stop, sI_c2, sQ_c2, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+    bins_F, h_F = boxcar_histogram(fig2, ax99, bin_start, bin_stop, sI_c3, sQ_c3, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+    plt.close(fig2)
+    
+    if plot: 
+        if even_only and not odd_only: 
+            print('displaying only even')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, sI_c1, sQ_c1, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+            
+        elif odd_only and not even_only: 
+            print('displaying only odd')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, sI_c2, sQ_c2, Ioffset = 0, Qoffset = 0, scale = hist_scale)
+        else: 
+            print('displaying both')
+            boxcar_histogram(fig, ax4, bin_start, bin_stop, np.concatenate((sI_c1, sI_c2, sI_c3)), np.concatenate((sQ_c1, sQ_c2, sQ_c3)), Ioffset = 0, Qoffset = 0, scale = hist_scale)
+        # plt.show()
+    return bins_G, bins_E, bins_F, h_G.T, h_E.T, h_F.T

+    
+    
+
[docs]def boxcar_histogram(fig, ax, start_pt, stop_pt, sI, sQ, Ioffset = 0, Qoffset = 0, scale = 1, num_bins = 100):
+    I_bground = Ioffset
+    Q_bground = Qoffset
+    # print(I_bground, Q_bground)
+    I_pts = []
+    Q_pts = []
+    for I_row, Q_row in zip(sI, sQ): 
+        I_pts.append(np.average(I_row[start_pt:stop_pt]-I_bground))
+        Q_pts.append(np.average(Q_row[start_pt:stop_pt]-Q_bground))
+    # plt.imshow(np.histogram2d(np.array(I_pts), np.array(Q_pts))[0])
+    divider = make_axes_locatable(ax)
+    ax.set_aspect(1)
+    bins = np.linspace(-1,1, num_bins)*scale
+    (h, xedges, yedges, im) = ax.hist2d(I_pts, Q_pts, bins = [bins, bins])
+    cax = divider.append_axes('right', size='5%', pad=0.05)
+    fig.colorbar(im, cax = cax, orientation = 'vertical')
+    # ax.hexbin(I_pts, Q_pts, extent = np.array([-1,1,-1,1])*scale)
+    # ax.set_xticks(np.array([-100,-75,-50,-25,0,25,50,75,100])*scale/100)
+    # ax.set_yticks(np.array([-100,-75,-50,-25,0,25,50,75,100])*scale/100)
+    ax.grid()
+    
+    return bins, h

+
+
[docs]def Gaussian_2D(M,amplitude, xo, yo, sigma_x, sigma_y, theta):
+    x, y = M
+    xo = float(xo)
+    yo = float(yo)
+    a = (np.cos(theta)**2)/(2*sigma_x**2) + (np.sin(theta)**2)/(2*sigma_y**2)
+    b = -(np.sin(2*theta))/(4*sigma_x**2) + (np.sin(2*theta))/(4*sigma_y**2)
+    c = (np.sin(theta)**2)/(2*sigma_x**2) + (np.cos(theta)**2)/(2*sigma_y**2)
+    g = amplitude*np.exp( - (a*((x-xo)**2) + 2*b*(x-xo)*(y-yo)
+                            + c*((y-yo)**2)))
+    return g

+
+
+
[docs]class Gaussian_info: 
+    def __init__(self): 
+        self.info_dict = {}
+
[docs]    def print_info(self):
+        for key, val in self.info_dict.items(): 
+            if key == 'popt':
+                pass
+            elif key == 'pcov':
+                pass
+            else: 
+                print(key, ': ', val)

+                
+    def __sub__(self, other_GC):
+        sub_class = Gaussian_info()
+        for key, val in self.info_dict.items(): 
+            # print(key, val)
+            if type(val) == np.float64: 
+                sub_class.info_dict[key] = val - other_GC.info_dict[key]
+            else: 
+                sub_class.info_dict[key] = None
+        return sub_class
+    
+
[docs]    def center_vec(self): 
+        return np.array([self.info_dict['x0'], self.info_dict['y0']])

+
[docs]    def plot_on_ax(self, ax, displacement = np.array([0,0]), color = 'white'): 
+        ax.annotate("", xy=self.center_vec(), xytext=(0, 0), arrowprops=dict(arrowstyle = '->', lw = 3, color = color))

+
[docs]    def plot_array(self):
+        return Gaussian_2D(*self.info_dict['popt'])

+
[docs]    def sigma_contour(self): 
+        x0, y0 = self.center_vec()
+        sx = self.info_dict['sigma_x']
+        sy = self.info_dict['sigma_y']
+        angle = self.info_dict['theta']
+        return Ellipse((x0, y0), sx, sy, angle = angle/(2*np.pi)*360, 
+                       fill = False, 
+                       ls = '--',
+                       color = 'red',
+                       lw = 2)

+        
+
+
[docs]def fit_2D_Gaussian(name, 
+                    bins, 
+                    h_arr, 
+                    guessParams, 
+                    max_fev = 100, 
+                    contour_line = 3): 
+    
+    X, Y = np.meshgrid(bins[0:-1], bins[0:-1])
+    resh_size = np.shape(X)
+    xdata, ydata= np.vstack((X.ravel(), Y.ravel())), h_arr.ravel()
+    # print('xdata_shape: ', np.shape(xdata))
+    # print("y shape: ",np.shape(ydata))
+    print("running curve_fit")
+    #,amplitude, xo, yo, sigma_x, sigma_y, theta
+    bounds = [[0,np.min(bins), np.min(bins), 0, 0, 0],
+              [np.max(h_arr), np.max(bins), np.max(bins), np.max(bins), np.max(bins), np.pi/2]]
+    popt, pcov = curve_fit(Gaussian_2D, xdata, ydata, p0 = guessParams, maxfev = max_fev)
+    GC = Gaussian_info()
+    GC.info_dict['name'] = name
+    GC.info_dict['canvas'] = xdata 
+    GC.info_dict['amplitude'] = popt[0]
+    GC.info_dict['x0'] = popt[1]
+    GC.info_dict['y0'] = popt[2]
+    GC.info_dict['sigma_x'] = np.abs(popt[3])
+    GC.info_dict['sigma_y'] = np.abs(popt[4])
+    GC.info_dict['theta'] = popt[5]
+    GC.info_dict['popt'] = popt
+    GC.info_dict['pcov'] = pcov
+    GC.info_dict['contour'] = get_contour_line(X, Y, Gaussian_2D(xdata, *popt).reshape(resh_size), contour_line = contour_line)
+    
+    return GC

+
+
[docs]def get_contour_line(cont_x, cont_y, contour_arr, contour_line = 3):
+    fig = plt.figure()
+    contour_map = plt.contour(cont_x, cont_y, contour_arr)
+    plt.close(fig)
+    v = contour_map.collections[contour_line].get_paths()[0].vertices
+    plot_y, plot_x = v[:,1], v[:,0]
+    return plot_x, plot_y

+
+
[docs]def extract_2pulse_histogram_from_filepath(datapath, plot = False, bin_start = 55, bin_stop = 150, hist_scale = None, even_only = False, odd_only = False, numRecords = 3840*2, IQ_offset = (0,0)): 
+    I_offset, Q_offset = IQ_offset
+    dd = all_datadicts_from_hdf5(datapath)['data']
+    
+    time_unit = dd['time']['unit']
+    
+    # print(np.size(np.unique(dd['time']['values'])))
+    time_vals = dd['time']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))
+    
+    
+    
+    rec_unit = dd['record_num']['unit']
+    rec_num = dd['record_num']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))
+    
+    I_plus = dd['I_plus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-I_offset
+    I_minus = dd['I_minus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-I_offset
+    
+    Q_plus = dd['Q_plus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-Q_offset
+    Q_minus = dd['Q_minus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-Q_offset
+    
+    # print(np.size(I_minus))
+    
+    #averages
+    I_plus_avg = np.average(I_plus, axis = 0)
+    I_minus_avg = np.average(I_minus, axis = 0)
+    Q_plus_avg = np.average(Q_plus, axis = 0)
+    Q_minus_avg = np.average(Q_minus, axis = 0)
+    
+    if hist_scale == None: 
+        hist_scale = 2*np.max(np.array([I_plus_avg, I_minus_avg, Q_plus_avg, Q_minus_avg]))
+    
+    #re-weave the data back into it's original pre-saved form
+    
+    bins_even, bins_odd, h_even, h_odd = Process_One_Acquisition(datapath.split('/')[-1].split('\\')[-1], I_plus, I_minus, Q_plus, Q_minus, bin_start, bin_stop, hist_scale = hist_scale, even_only = even_only, odd_only = odd_only, plot = plot)
+    
+    Plus_x0Guess = np.average(np.average(I_plus_avg[bin_start:bin_stop]))
+    Plus_y0Guess = np.average(np.average(Q_plus_avg[bin_start:bin_stop]))
+    Plus_ampGuess = np.max(h_even)
+    Plus_sxGuess = np.max(bins_even)/5
+    Plus_syGuess = Plus_sxGuess
+    Plus_thetaGuess = 0
+    Plus_offsetGuess = 0
+    
+    Minus_x0Guess = np.average(np.average(I_minus_avg[bin_start:bin_stop]))
+    Minus_y0Guess = np.average(np.average(Q_minus_avg[bin_start:bin_stop]))
+    Minus_ampGuess = np.max(h_even)
+    Minus_sxGuess = np.max(bins_even)/5
+    Minus_syGuess = Minus_sxGuess
+    Minus_thetaGuess = 0
+    Minus_offsetGuess = 0
+    
+    guessParams = [[Plus_ampGuess, Plus_x0Guess, Plus_y0Guess, Plus_sxGuess, Plus_syGuess, Plus_thetaGuess],
+                   [Minus_ampGuess, Minus_x0Guess, Minus_y0Guess, Minus_sxGuess, Minus_syGuess, Minus_thetaGuess]]
+    
+    return bins_even, bins_odd, h_even, h_odd, guessParams

+
+
[docs]def extract_3pulse_histogram_from_filepath(datapath, plot = False, bin_start = 55, bin_stop = 150, hist_scale = None, even_only = False, odd_only = False, numRecords = 3840*2, IQ_offset = (0,0), state_relabel = 0):
+    I_offset, Q_offset = IQ_offset
+    dd = all_datadicts_from_hdf5(datapath)['data']
+    
+    time_unit = dd['time']['unit']
+    
+    # print(np.size(np.unique(dd['time']['values'])))
+    time_vals = dd['time']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))
+    
+    
+    
+    rec_unit = dd['record_num']['unit']
+    rec_num = dd['record_num']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))
+    print('cycling labels by ', state_relabel)
+    if state_relabel == 0: 
+        
+        I_G = dd['I_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_E = dd['I_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_F = dd['I_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        
+        Q_G = dd['Q_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_E = dd['Q_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_F = dd['Q_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+    elif state_relabel ==1: 
+        I_G = dd['I_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_E = dd['I_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_F = dd['I_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        
+        Q_G = dd['Q_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_E = dd['Q_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_F = dd['Q_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+    elif state_relabel ==2: 
+        I_G = dd['I_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_E = dd['I_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        I_F = dd['I_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-I_offset
+        
+        Q_G = dd['Q_F']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_E = dd['Q_G']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+        Q_F = dd['Q_E']['values'].reshape((numRecords//3, np.size(dd['time']['values'])//(numRecords//3)))-Q_offset
+    # print(np.size(I_minus))
+    
+    #averages
+    I_G_avg = np.average(I_G, axis = 0)
+    I_E_avg = np.average(I_E, axis = 0)
+    I_F_avg = np.average(I_F, axis = 0)
+    
+    Q_G_avg = np.average(Q_G, axis = 0)
+    Q_E_avg = np.average(Q_E, axis = 0)
+    Q_F_avg = np.average(Q_F, axis = 0)
+    
+    if hist_scale == None: 
+        hist_scale = 2*np.max(np.array([I_G_avg, I_E_avg, Q_G_avg, Q_E_avg]))
+    
+    #re-weave the data back into it's original pre-saved form
+    
+    bins_G, bins_E, bins_F, h_G, h_E, h_F = Process_One_Acquisition_3_state(datapath.split('/')[-1].split('\\')[-1], I_G, I_E, I_F, Q_G, Q_E, Q_F,bin_start, bin_stop, hist_scale = hist_scale, even_only = even_only, odd_only = odd_only, plot = plot)
+    
+    G_x0Guess = np.average(np.average(I_G_avg[bin_start:bin_stop]))
+    G_y0Guess = np.average(np.average(Q_G_avg[bin_start:bin_stop]))
+    G_ampGuess = np.max(h_G)
+    G_sxGuess = np.max(bins_G)/5
+    G_syGuess = G_sxGuess
+    G_thetaGuess = 0
+    G_offsetGuess = 0
+    
+    E_x0Guess = np.average(np.average(I_E_avg[bin_start:bin_stop]))
+    E_y0Guess = np.average(np.average(Q_E_avg[bin_start:bin_stop]))
+    E_ampGuess = np.max(h_E)
+    E_sxGuess = np.max(bins_E)/5
+    E_syGuess = E_sxGuess
+    E_thetaGuess = 0
+    E_offsetGuess = 0
+    
+    F_x0Guess = np.average(np.average(I_F_avg[bin_start:bin_stop]))
+    F_y0Guess = np.average(np.average(Q_F_avg[bin_start:bin_stop]))
+    F_ampGuess = np.max(h_F)
+    F_sxGuess = np.max(bins_F)/5
+    F_syGuess = F_sxGuess
+    F_thetaGuess = 0
+    F_offsetGuess = 0
+    
+    guessParams = [[G_ampGuess, G_x0Guess, G_y0Guess, G_sxGuess, G_syGuess, G_thetaGuess],
+                   [E_ampGuess, E_x0Guess, E_y0Guess, E_sxGuess, E_syGuess, E_thetaGuess], 
+                   [F_ampGuess, F_x0Guess, F_y0Guess, F_sxGuess, F_syGuess, F_thetaGuess]]
+    
+    return bins_G, bins_E, bins_F, h_G, h_E, h_F, guessParams

+        
+
[docs]def get_normalizing_voltage_from_filepath(amp_off_filepath, plot = False, hist_scale = None, records_per_pulsetype = 3870*2): 
+    
+    bins_even, bins_odd, h_even, h_odd, guessParam = extract_2pulse_histogram_from_filepath(amp_off_filepath, 
+                                                                                               odd_only = 0, 
+                                                                                               numRecords = int(3840*2), 
+                                                                                               IQ_offset = (0,0), 
+                                                                                               plot = plot, 
+                                                                                               hist_scale = hist_scale)
+    
+    amp_off_even_fit = fit_2D_Gaussian('amp_off_even', bins_even, h_even, 
+                                            guessParam[0],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    amp_off_odd_fit = fit_2D_Gaussian('amp_off_odd', bins_odd, h_odd,
+                                            guessParam[1],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    even_fit = amp_off_even_fit
+    odd_fit = amp_off_odd_fit
+    
+    histogram_data_fidelity = 1-1/2*np.sum(np.sqrt((h_odd/records_per_pulsetype)*(h_even/records_per_pulsetype)))
+            
+    bins_fine = np.linspace(np.min([bins_even, bins_odd]), np.max([bins_even, bins_odd]), 1000)
+    
+    even_fit_h = Gaussian_2D(np.meshgrid(bins_fine, bins_fine), *even_fit.info_dict['popt'])/(2*np.pi*even_fit.info_dict['amplitude']*even_fit.info_dict['sigma_x']*even_fit.info_dict['sigma_y'])
+    
+    odd_fit_h = Gaussian_2D(np.meshgrid(bins_fine, bins_fine), *odd_fit.info_dict['popt'])/(2*np.pi*odd_fit.info_dict['amplitude']*odd_fit.info_dict['sigma_x']*odd_fit.info_dict['sigma_y'])
+    
+    fit_fidelity = 1-1/2*np.sum(np.sqrt(np.abs(even_fit_h)/np.sum(even_fit_h)*np.abs(odd_fit_h)/np.sum(odd_fit_h)))
+    print(f"Histogram data fidelity: {histogram_data_fidelity}\nFit fidelity: {fit_fidelity}")
+    if plot: 
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_even, bins_even, h_even)
+        amp_off_even_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_even_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_odd, bins_odd, h_odd)
+        amp_off_odd_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_odd_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+    
+    amp_off_voltage = np.average([np.linalg.norm(amp_off_odd_fit.center_vec()), np.linalg.norm(amp_off_even_fit.center_vec())])*1000
+    
+    return amp_off_voltage

+
+
[docs]def get_IQ_offset_from_filepath(amp_off_filepath, plot = False, hist_scale = None, records_per_pulsetype = 3840*2): 
+    
+    bins_even, bins_odd, h_even, h_odd, guessParam = extract_2pulse_histogram_from_filepath(amp_off_filepath, 
+                                                                                               odd_only = 0, 
+                                                                                               numRecords = records_per_pulsetype, 
+                                                                                               IQ_offset = (0,0), 
+                                                                                               plot = True, 
+                                                                                               hist_scale = hist_scale)
+    
+    amp_off_even_fit = fit_2D_Gaussian('amp_off_even', bins_even, h_even, 
+                                            guessParam[0],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    amp_off_odd_fit = fit_2D_Gaussian('amp_off_odd', bins_odd, h_odd,
+                                            guessParam[1],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    even_fit = amp_off_even_fit
+    odd_fit = amp_off_odd_fit
+    
+    histogram_data_fidelity = 1-1/2*np.sum(np.sqrt((h_odd/records_per_pulsetype)*(h_even/records_per_pulsetype)))
+            
+    bins_fine = np.linspace(np.min([bins_even, bins_odd]), np.max([bins_even, bins_odd]), 1000)
+    
+    even_fit_h = Gaussian_2D(np.meshgrid(bins_fine, bins_fine), *even_fit.info_dict['popt'])/(2*np.pi*even_fit.info_dict['amplitude']*even_fit.info_dict['sigma_x']*even_fit.info_dict['sigma_y'])
+    
+    odd_fit_h = Gaussian_2D(np.meshgrid(bins_fine, bins_fine), *odd_fit.info_dict['popt'])/(2*np.pi*odd_fit.info_dict['amplitude']*odd_fit.info_dict['sigma_x']*odd_fit.info_dict['sigma_y'])
+    
+    fit_fidelity = 1-1/2*np.sum(np.sqrt(np.abs(even_fit_h)/np.sum(even_fit_h)*np.abs(odd_fit_h)/np.sum(odd_fit_h)))
+    print(f"Histogram data fidelity: {histogram_data_fidelity}\nFit fidelity: {fit_fidelity}")
+    if plot: 
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_even, bins_even, h_even)
+        amp_off_even_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_even_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_odd, bins_odd, h_odd)
+        amp_off_odd_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_odd_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+    
+    offset = np.average(np.array([amp_off_odd_fit.center_vec(), amp_off_even_fit.center_vec()]), axis = 0)
+    
+    return offset

+
+
[docs]def hist_discriminant(h1, h2):
+    #1 if in h1, 0 if in h2
+    return ((h1-h2)>0)

+
+
[docs]def get_fidelity_from_filepath(filepath, plot = False, hist_scale = None, records_per_pulsetype = 3870*2): 
+    
+    bins_even, bins_odd, h_even, h_odd, guessParam = extract_2pulse_histogram_from_filepath(filepath, 
+                                                                                               odd_only = 0, 
+                                                                                               numRecords = records_per_pulsetype, 
+                                                                                               IQ_offset = (0,0), 
+                                                                                               plot = True, 
+                                                                                               hist_scale = hist_scale)
+    h_odd_norm = np.copy(h_odd/np.sum(h_odd))
+    h_even_norm = np.copy(h_even/np.sum(h_even))
+    
+    amp_off_even_fit = fit_2D_Gaussian('amp_off_even', bins_even, h_even, 
+                                            guessParam[0],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    amp_off_odd_fit = fit_2D_Gaussian('amp_off_odd', bins_odd, h_odd,
+                                            guessParam[1],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    even_fit = amp_off_even_fit
+    odd_fit = amp_off_odd_fit
+    
+    even_fit_h = Gaussian_2D(np.meshgrid(bins_even[:-1], bins_even[:-1]), *even_fit.info_dict['popt'])
+    even_fit_h_norm = np.copy(even_fit_h/np.sum(even_fit_h))
+    
+    odd_fit_h = Gaussian_2D(np.meshgrid(bins_odd[:-1], bins_odd[:-1]), *odd_fit.info_dict['popt'])
+    odd_fit_h_norm = np.copy(odd_fit_h/np.sum(odd_fit_h))
+    
+    is_even = hist_discriminant(even_fit_h, odd_fit_h)
+    is_odd = np.logical_not(is_even)
+    
+    #debugging
+    # print(np.sum(h_odd), np.sum(h_even))
+    # print(np.sum(h_odd_norm), np.sum(h_even_norm))
+    # print('fid sums', np.sum(h_odd_norm[is_even]), np.sum(h_even_norm[is_odd]))
+    
+    plt.pcolormesh(bins_odd, bins_odd, h_odd_norm)
+    plt.colorbar()
+    
+    data_fidelity = 1-np.sum(h_odd_norm[is_even], dtype = "float64")-np.sum(h_even_norm[is_odd], dtype = "float64")
+    fit_fidelity = 1-np.sum(odd_fit_h_norm[is_even], dtype = "float64")-np.sum(even_fit_h_norm[is_odd], dtype = "float64")
+    
+    if plot: 
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_even, bins_even, h_even)
+        amp_off_even_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_even_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_odd, bins_odd, h_odd)
+        amp_off_odd_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_odd_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_odd, bins_odd, is_even, cmap = 'seismic')
+        amp_off_odd_fit.plot_on_ax(ax)
+        amp_off_even_fit.plot_on_ax(ax)
+        ax.add_patch(amp_off_odd_fit.sigma_contour())
+        ax.add_patch(amp_off_even_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+    
+    
+    return data_fidelity, fit_fidelity, even_fit, odd_fit

+
+
[docs]def get_fidelity_from_filepath_3_state(filepath, plot = False, hist_scale = None, records_per_pulsetype = 2562, state_relabel = 0, bin_start = 50, bin_stop = 150): 
+    
+    bins_G, bins_E, bins_F, h_G, h_E, h_F, guessParam = extract_3pulse_histogram_from_filepath(filepath, 
+                                                                                               odd_only = 0, 
+                                                                                               numRecords = records_per_pulsetype*3, 
+                                                                                               IQ_offset = (0,0), 
+                                                                                               plot = True, 
+                                                                                               hist_scale = hist_scale, 
+                                                                                               state_relabel = state_relabel, 
+                                                                                               bin_start = bin_start, 
+                                                                                               bin_stop = bin_stop)
+    h_odd_norm = np.copy(h_E/np.sum(h_E))
+    h_even_norm = np.copy(h_G/np.sum(h_G))
+    
+    G_fit = fit_2D_Gaussian('amp_off_even', bins_G, h_G, 
+                                            guessParam[0],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    E_fit = fit_2D_Gaussian('amp_off_odd', bins_E, h_E,
+                                            guessParam[1],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    F_fit = fit_2D_Gaussian('amp_off_odd', bins_F, h_F,
+                                            guessParam[2],
+                                            max_fev = 1000,
+                                            contour_line = 2)
+    
+    
+    
+    G_fit_h = Gaussian_2D(np.meshgrid(bins_G[:-1], bins_G[:-1]), *G_fit.info_dict['popt'])
+    G_fit_h_norm = np.copy(G_fit_h/np.sum(G_fit_h))
+    
+    E_fit_h = Gaussian_2D(np.meshgrid(bins_E[:-1], bins_E[:-1]), *E_fit.info_dict['popt'])
+    E_fit_h_norm = np.copy(E_fit_h/np.sum(E_fit_h))
+    
+    F_fit_h = Gaussian_2D(np.meshgrid(bins_F[:-1], bins_F[:-1]), *F_fit.info_dict['popt'])
+    F_fit_h_norm = np.copy(F_fit_h/np.sum(F_fit_h))
+    
+    # is_even = hist_discriminant(even_fit_h, odd_fit_h)
+    # is_odd = np.logical_not(is_even)
+    
+    # #debugging
+    # # print(np.sum(h_odd), np.sum(h_even))
+    # # print(np.sum(h_odd_norm), np.sum(h_even_norm))
+    # # print('fid sums', np.sum(h_odd_norm[is_even]), np.sum(h_even_norm[is_odd]))
+    
+    # plt.pcolormesh(bins_odd, bins_odd, h_odd_norm)
+    # plt.colorbar()
+    
+    # data_fidelity = 1-np.sum(h_odd_norm[is_even], dtype = "float64")-np.sum(h_even_norm[is_odd], dtype = "float64")
+    # fit_fidelity = 1-np.sum(odd_fit_h_norm[is_even], dtype = "float64")-np.sum(even_fit_h_norm[is_odd], dtype = "float64")
+    
+    if plot: 
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_G, bins_G, h_G)
+        G_fit.plot_on_ax(ax)
+        ax.add_patch(G_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_E, bins_E, h_E)
+        E_fit.plot_on_ax(ax)
+        ax.add_patch(E_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        fig, ax = plt.subplots()
+        pc = ax.pcolormesh(bins_F, bins_F, h_F)
+        F_fit.plot_on_ax(ax)
+        ax.add_patch(F_fit.sigma_contour())
+        ax.set_aspect(1)
+        plt.colorbar(pc)
+        
+        # fig, ax = plt.subplots()
+        # # pc = ax.pcolormesh(bins_odd, bins_odd, is_even, cmap = 'seismic')
+        # amp_off_odd_fit.plot_on_ax(ax)
+        # amp_off_even_fit.plot_on_ax(ax)
+        # ax.add_patch(amp_off_odd_fit.sigma_contour())
+        # ax.add_patch(amp_off_even_fit.sigma_contour())
+        # ax.set_aspect(1)
+        # plt.colorbar(pc)
+    
+    
+    return None #data_fidelity, fit_fidelity, even_fit, odd_fit

+
[docs]def get_fidelity_vs_records(datapath, plot = False, hist_scale = None, records_per_pulsetype = 3870*2, bin_start = 50, bin_stop = 150): 
+    odd_only = 0
+    numRecords = records_per_pulsetype
+    IQ_offset = (0,0)
+    plot = True, 
+
+    I_offset, Q_offset = IQ_offset
+    dd = all_datadicts_from_hdf5(datapath)['data']
+    
+    time_unit = dd['time']['unit']
+    
+    print(np.size(np.unique(dd['time']['values'])))
+    time_vals = dd['time']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))
+    
+    
+    
+    rec_unit = dd['record_num']['unit']
+    rec_num = dd['record_num']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))
+    
+    I_plus = dd['I_plus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-I_offset
+    I_minus = dd['I_minus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-I_offset
+    
+    Q_plus = dd['Q_plus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-Q_offset
+    Q_minus = dd['Q_minus']['values'].reshape((numRecords//2, np.size(dd['time']['values'])//(numRecords//2)))-Q_offset
+    
+    print(np.size(I_minus))
+    
+    #averages
+    I_plus_avg = np.average(I_plus, axis = 0)
+    I_minus_avg = np.average(I_minus, axis = 0)
+    Q_plus_avg = np.average(Q_plus, axis = 0)
+    Q_minus_avg = np.average(Q_minus, axis = 0)
+    
+    if hist_scale == None: 
+        hist_scale = 2*np.max(np.array([I_plus_avg, I_minus_avg, Q_plus_avg, Q_minus_avg]))
+    
+    #re-weave the data back into it's original pre-saved form
+    
+    bins_even, bins_odd, h_even, h_odd = Process_One_Acquisition(datapath.split('/')[-1].split('\\')[-1], I_plus, I_minus, Q_plus, Q_minus, bin_start, bin_stop, hist_scale = hist_scale, even_only = 0, odd_only = 0, plot = plot)
+    
+    Plus_x0Guess = np.average(np.average(I_plus_avg[bin_start:bin_stop]))
+    Plus_y0Guess = np.average(np.average(Q_plus_avg[bin_start:bin_stop]))
+    Plus_ampGuess = np.max(h_even)
+    Plus_sxGuess = np.max(bins_even)/5
+    Plus_syGuess = Plus_sxGuess
+    Plus_thetaGuess = 0
+    Plus_offsetGuess = 0
+    
+    Minus_x0Guess = np.average(np.average(I_minus_avg[bin_start:bin_stop]))
+    Minus_y0Guess = np.average(np.average(Q_minus_avg[bin_start:bin_stop]))
+    Minus_ampGuess = np.max(h_even)
+    Minus_sxGuess = np.max(bins_even)/5
+    Minus_syGuess = Minus_sxGuess
+    Minus_thetaGuess = 0
+    Minus_offsetGuess = 0
+    
+    guessParams = [[Plus_ampGuess, Plus_x0Guess, Plus_y0Guess, Plus_sxGuess, Plus_syGuess, Plus_thetaGuess],
+                   [Minus_ampGuess, Minus_x0Guess, Minus_y0Guess, Minus_sxGuess, Minus_syGuess, Minus_thetaGuess]]

+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/QFit.html b/sdocs/build/html/_modules/QFit.html new file mode 100644 index 0000000..868a13b --- /dev/null +++ b/sdocs/build/html/_modules/QFit.html @@ -0,0 +1,277 @@ + + + + + + + + QFit — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for QFit

+import numpy as np
+import matplotlib.pyplot as plt
+import csv
+import h5py
+import inspect
+from scipy.optimize import curve_fit
+# import easygui
+from plottr.data import datadict_storage as dds, datadict as dd
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+
+FREQ_UNIT = {'GHz' : 1e9,
+             'MHz' : 1e6,
+             'KHz' : 1e3,
+             'Hz' : 1.0
+             }
+
+
+
[docs]def rounder(value):
+    return "{:.4e}".format(value)

+
+
[docs]def reflectionFunc(freq, Qext, Qint, f0, magBack, phaseCorrect):
+    omega0 = f0
+    delta = freq - omega0
+    S_11_up = 1.0 / (1j * delta * (2 + delta / omega0) / (1 + delta / omega0) + omega0 / Qint) - Qext / omega0
+    S_11_down = 1.0 / (1j * delta * (2 + delta / omega0) / (1 + delta / omega0) + omega0 / Qint) + Qext / omega0
+    S11 = magBack * (S_11_up / S_11_down) * np.exp(1j * (phaseCorrect))
+    realPart = np.real(S11)
+    imagPart = np.imag(S11)
+
+    return (realPart + 1j * imagPart).view(np.float)

+    # return realPart 
+    # return imagPart 
+    
+
[docs]def reflectionFunc_re(freq, Qext, Qint, f0, magBack, phaseCorrect):
+    return reflectionFunc(freq, Qext, Qint, f0, magBack, phaseCorrect)[::2]

+
+
[docs]def getData_from_datadict(filepath, plot_data = None): 
+    datadict = all_datadicts_from_hdf5(filepath)['data']
+    powers_dB = datadict.extract('power')['power']['values']
+    freqs = datadict.extract('power')['frequency']['values']*2*np.pi
+    phase_rad = datadict.extract('phase')['phase']['values']
+    
+    lin = np.power(10, powers_dB/20)
+    real = lin*np.cos(phase_rad)
+    imag = lin*np.sin(phase_rad)
+    
+    print(np.size(phase_rad))
+    print(np.size(phase_rad))
+    
+    if plot_data:
+        plt.figure('mag')
+        plt.plot(freqs, powers_dB)
+        plt.figure('phase')
+        plt.plot(freqs, phase_rad)
+        
+    return (freqs, real, imag, powers_dB, phase_rad)

+    
+    
+
[docs]def getData(filename, method='hfss', freq_unit = 'GHz', plot_data=1):
+    if method == 'hfss':
+        """The csv file must be inthe format of:
+            freq  mag(dB)  phase(cang_deg)  
+        """
+        with open(filename) as csvfile:
+            csvData = list(csv.reader(csvfile))
+            csvData.pop(0)  # Remove the header
+            data = np.zeros((len(csvData[0]), len(csvData)))
+            for x in range(len(csvData)):
+                for y in range(len(csvData[0])):
+                    data[y][x] = csvData[x][y]
+
+        freq = data[0] * 2 * np.pi * FREQ_UNIT[freq_unit] #omega
+        phase = np.array(data[2]) / 180. * np.pi
+        mag = data[1]
+        lin = 10**(mag / 20.0)
+        
+    elif method == 'vna':  
+        f = h5py.File(filename,'r')
+        freq = f['VNA Frequency (Hz)'][()]*2*np.pi
+        phase = f['Phase (deg)'][()]
+        mag = f['Power (dB)'][()]
+        lin = 10**(mag/20.0)
+        f.close()
+        
+    elif method == 'vna_old': 
+        f = h5py.File(filename,'r')
+        freq = f['Freq'][()]*2 * np.pi
+        phase = f['S21'][()][1] / 180. * np.pi
+        mag = f['S21'][()][0]
+        lin = 10**(mag / 20.0)
+        f.close()
+        
+    else:
+        raise NotImplementedError('method not supported')
+        
+    imag = lin * np.sin(phase)
+    real = lin * np.cos(phase)
+    
+    if plot_data:
+        plt.figure('mag')        
+        plt.plot(freq/2/np.pi, mag)
+        plt.figure('phase')
+        plt.plot(freq/2/np.pi, phase)
+        
+    return (freq, real, imag, mag, phase)

+    
+    # if method == 'vna':  
+    #     f = h5py.File(filename,'r')
+    #     freq = f['VNA Frequency (Hz)'][()]
+    #     phase = f['Phase (deg)'][()] / 180. * np.pi
+    #     lin = 10**(f['Power (dB)'][()] / 20.0)
+    # if method == 'vna_old': 
+    #     f = h5py.File(filename,'r')
+    #     freq = f['Freq'][()]
+    #     phase = f['S21'][()][0] / 180. * np.pi
+    #     lin = 10**(f['S21'][()][1] / 20.0)
+        
+
+
+
[docs]def fit(freq, real, imag, mag, phase, Qguess=(2e4, 1e5),real_only = 0, bounds = None, f0Guess = None, magBackGuess = None, phaseGuess = np.pi, debug = False):
+    # f0Guess = 2*np.pi*5.45e9
+    # f0Guess = freq[np.argmin(mag)] #smart guess of "it's probably the lowest point"
+    if f0Guess == None:
+        f0Guess = freq[int(np.floor(np.size(freq)/2))] #dumb guess of "it's probably in the middle"
+        # f0Guess = freq[np.argmin(mag)] #smart guess of "it's probably the lowest point"
+    if debug: 
+        print("Guess freq: "+str(f0Guess/(2*np.pi*1e9)))
+    lin = 10**(mag / 20.0)
+    if magBackGuess == None: 
+        magBackGuess = np.average(lin[:int(len(freq) / 5)])
+    # print(f"MAGBACKGUESS: {magBackGuess}")
+    QextGuess = Qguess[0]
+    QintGuess = Qguess[1]
+    if bounds == None: 
+        bounds=([QextGuess / 10, QintGuess /10, f0Guess/2, magBackGuess / 10.0, -2 * np.pi],
+                [QextGuess * 10, QintGuess * 10, f0Guess*2, magBackGuess * 10.0, 2 * np.pi])
+    
+    target_func = reflectionFunc
+    data_to_fit = (real  + 1j * imag).view(np.float)
+    if real_only:
+        target_func = reflectionFunc_re
+        data_to_fit = real
+    popt, pcov = curve_fit(target_func, freq, data_to_fit, 
+                            p0=(QextGuess, QintGuess, f0Guess, magBackGuess, phaseGuess),
+                            bounds=bounds,
+                            maxfev=1e4, ftol=2.3e-16, xtol=2.3e-16)
+    
+
+    return popt, pcov

+
+
+
[docs]def plotRes(freq, real, imag, mag, phase, popt):
+    xdata = freq / (2 * np.pi)
+    realRes = reflectionFunc(freq, *popt)[::2]
+    imagRes = reflectionFunc(freq, *popt)[1::2]
+    # realRes = reflectionFunc(freq, *popt)
+    plt.figure(figsize=(12, 5))
+    plt.subplot(1, 2, 1)
+    plt.title('real')
+    plt.plot(xdata, real, '.')
+    plt.plot(xdata, realRes)
+    plt.subplot(1, 2, 2)
+    plt.title('imag')
+    plt.plot(xdata, imag, '.')
+    plt.plot(xdata, imagRes)
+    plt.show()

+
+
+if __name__ == '__main__':
+    # filepath = easygui.fileopenbox()
+    filepath = r'Z:/Data/C1/2021-06-23/2021-06-23_0001_trace_0800_43/2021-06-23_0001_trace_0800_43.ddh5'
+    # filepath = r'PSB_EP1_Copper_Lid'
+    # filepath = r'H:\Data\Fridge Texas\Cooldown_20200917\Cavities\RT_msmt\PC_IP_3_5'
+    # (freq, real, imag, mag, phase) = getData(filepath, method="vna",plot_data=0)
+    (freq, real, imag, mag, phase) = getData_from_datadict(filepath, plot_data=0)
+    ltrim = 200
+    rtrim = 200
+    freq = freq[ltrim:-rtrim]
+    real = real[ltrim:-rtrim]
+    imag = imag[ltrim:-rtrim]
+    mag = mag[ltrim:-rtrim]
+    phase = phase[ltrim:-rtrim]
+    
+    popt, pcov = fit(freq, real, imag, mag, phase, Qguess=(3e2, 5e3), magBackGuess=.01, phaseGuess = 0)  #(ext, int)   
+
+    print(f'f (Hz): {rounder(popt[2]/2/np.pi)}', )
+    fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+    for i in range(2):
+        print(f'{fitting_params[i]}: {rounder(popt[i])} +- {rounder(np.sqrt(pcov[i, i]))}')
+    Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+    print('Q_tot: ', rounder(Qtot), '\nT1 (s):', rounder(Qtot/popt[2]), f"Kappa: {rounder(popt[2]/2/np.pi/Qtot)}", )
+    
+
+    plotRes(freq, real, imag, mag, phase, popt)
+
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Resonator_Autofit_1D.html b/sdocs/build/html/_modules/Resonator_Autofit_1D.html new file mode 100644 index 0000000..198d368 --- /dev/null +++ b/sdocs/build/html/_modules/Resonator_Autofit_1D.html @@ -0,0 +1,280 @@ + + + + + + + + Resonator_Autofit_1D — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Resonator_Autofit_1D

+# -*- coding: utf-8 -*-
+"""
+Created on Tue Jun  1 17:52:48 2021
+
+@author: Hatlab_3
+"""
+
+import easygui
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import matplotlib.pyplot as plt
+import numpy as np
+from measurement_modules.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target, find_all_ddh5
+from data_processing.fitting.QFit import fit, plotRes, reflectionFunc
+import inspect
+from plottr.data import datadict_storage as dds, datadict as dd
+from scipy.signal import savgol_filter
+from scipy.fftpack import dct, idct
+
+
[docs]class fit_res_sweep():
+    def __init__(self, datadict, writer, save_func, raw_filepath, ind_par_name, create_file = True):
+        #setup files
+        self.datadict = datadict
+        self.writer = writer
+        if create_file: 
+            self.writer.__enter__()
+        self.save_func = save_func
+        #1D Data Extraction
+        dicts = all_datadicts_from_hdf5(raw_filepath)['data']
+        uvphDict = dicts.extract('phase')
+        uvpoDict = dicts.extract('power')
+
+        
+        #get the arrays back out
+        self.vna_phase = uvphDict.data_vals('phase')
+        self.vna_power = uvpoDict.data_vals('power')
+
+        self.vna_freqs = uvphDict.data_vals('VNA_frequency')*2*np.pi
+        self.ind_par = uvphDict.data_vals(ind_par_name)
+        
+
[docs]    def default_bounds(self, QextGuess, QintGuess, f0Guess, magBackGuess):
+        return ([QextGuess / 1.5, QintGuess/1.5, f0Guess*0.9, magBackGuess / 5.0, -2 * np.pi],
+                [QextGuess * 1.5, QintGuess*10, f0Guess*1.1, magBackGuess * 5.0, 2 * np.pi])

+    
+
[docs]    def initial_fit(self, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0.0001, bounds_func = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = False, adaptive_window = False, adapt_win_size = 300e6, start_index = 0):
+        print("RUNNING INITIAL FIT")
+        self.autofit_starting_index = start_index
+        f0Guess = f0Guess*2*np.pi
+        if bounds_func == None: 
+            bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+        else: 
+            bounds = bounds_func(QextGuess, QintGuess, f0Guess, magBackGuess)
+        filt = (self.ind_par == np.unique(self.ind_par)[start_index])
+
+        if adaptive_window: 
+            filt1 = self.vna_freqs < f0Guess + adapt_win_size*2*np.pi/2
+            filt2 = self.vna_freqs > f0Guess - adapt_win_size*2*np.pi/2
+            filt = filt*filt1*filt2
+
+        init_vna_freqs = np.unique(self.vna_freqs[filt])
+        init_phase_trace = self.vna_phase[filt]
+        init_pow_trace = self.vna_power[filt]
+        
+        if debug: 
+            plt.figure(1)
+            plt.plot(init_vna_freqs/(2*np.pi), init_phase_trace)
+            plt.title("Debug1: phase")
+            plt.figure(2)
+            plt.plot(init_vna_freqs/(2*np.pi), init_pow_trace)
+            plt.title("Debug1: power")
+            
+        if smooth: 
+            init_phase_trace = savgol_filter(init_phase_trace, smooth_win, 3)
+            init_pow_trace = savgol_filter(init_pow_trace, smooth_win, 3)
+            
+        lin = 10**(init_pow_trace/20)
+        
+        imag = lin * np.sin(init_phase_trace)
+        real = lin * np.cos(init_phase_trace)
+
+        popt, pconv = fit(init_vna_freqs, real, imag, init_pow_trace, init_phase_trace, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess, phaseGuess = phaseOffGuess)
+        
+        print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+        fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+        for i in range(2):
+            print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+        Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+        print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+        
+        self.initial_popt = popt
+        self.initial_pconv = pconv
+        
+        plotRes(init_vna_freqs, real, imag, init_pow_trace, init_phase_trace, popt)

+        
+
[docs]    def save_fit(self, ind_par_val, base_popt, base_pconv): 
+        self.save_func(self.writer, ind_par_val, base_popt, base_pconv)

+        
+
[docs]    def semiauto_fit(self, ind_par, vna_freqs, vna_mags, vna_phases, init_popt, debug = False, savedata = False, smooth = False, smooth_win = 11, adaptive_window = False, adapt_win_size = 300e6, fourier_filter = False, fourier_cutoff = 40, pconv_tol = 2, bounds_func = None, alt_array_scale = 1):
+        print("RUNNING SEMI-AUTO FIT")
+        res_freqs = np.zeros(np.size(np.unique(ind_par)))
+        Qints = np.zeros(np.size(np.unique(ind_par)))
+        Qexts = np.zeros(np.size(np.unique(ind_par)))
+        magBacks = np.zeros(np.size(np.unique(ind_par)))
+        
+        init_f0 = init_popt[2]
+        init_Qint = init_popt[1]
+        init_Qext = init_popt[0]
+        init_magBack = init_popt[3]
+        for i, ind_par_val in enumerate(np.unique(ind_par)): 
+            first_condn = ind_par == ind_par_val
+            [first_trace_freqs, first_trace_phase, first_trace_mag] = [vna_freqs[first_condn]*2*np.pi, vna_phases[first_condn], 10**(vna_mags[first_condn]/20)]
+            if smooth: 
+                first_trace_phase = savgol_filter(first_trace_phase, smooth_win, 3)
+                first_trace_mag = savgol_filter(first_trace_mag, smooth_win, 3)
+                
+            imag = first_trace_mag * np.sin(first_trace_phase)
+            real = first_trace_mag * np.cos(first_trace_phase)
+            if fourier_filter == True: 
+                if debug: 
+                    plt.figure(3)
+                    plt.plot(first_trace_freqs, real)
+                    plt.plot(first_trace_freqs, imag)
+                    plt.title('before filter')
+                imag = idct(dct(imag)[fourier_cutoff:])    
+                real = idct(dct(real)[fourier_cutoff:])
+                if debug: 
+                    plt.figure(4)
+                    plt.plot(real)
+                    plt.plot(imag)
+                    plt.title('after filter')
+            if i >= 2: 
+                if adaptive_window: 
+                    filt1 = first_trace_freqs<np.average(res_freqs[i-1:i])*2*np.pi+adapt_win_size*2*np.pi/2
+                    filt2 = first_trace_freqs>np.average(res_freqs[i-1:i])*2*np.pi-adapt_win_size*2*np.pi/2
+                    filt= filt1*filt2
+                else: 
+                    filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+                #start averaging the previous fits for prior information to increase robustness to bad fits
+                f0Guess = np.average(res_freqs[i-1:i])*2*np.pi
+                magBackGuess = np.average(magBacks[i-1:i])
+                (QextGuess,QintGuess) = (np.average(Qexts[i-1:i]),np.average(Qints[i-1:i]))
+            else: 
+                f0Guess = init_f0
+                magBackGuess = init_magBack
+                (QextGuess, QintGuess) = (init_Qext, init_Qint)
+                filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+            if bounds_func == None:
+                bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            else: 
+                bounds = bounds_func(QextGuess, QintGuess, f0Guess, magBackGuess)
+            if i>2: 
+                prev_pconv = pconv
+            #fit(freq, real, imag, mag, phase, Qguess=(2e3, 1e3),real_only = 0, bounds = None)
+            popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+            
+            #catch a sudden change in convergence and try again until it's back in range: 
+            if i>2: 
+                pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                if debug: 
+                    print(f"Pconv ratio: {pconv_diff_ratio}")
+                j = 0
+                alt_array = alt_array_scale*np.array([1e6,-1e6,5e6,-5e6, 10e6,-10e6,15e6,-15e6, 20e6, -20e6, 30e6, -30e6])*2*np.pi
+                while np.any(np.abs(pconv_diff_ratio)>pconv_tol): 
+                    if j>11: 
+                        raise Exception("No good fit at this point")
+                    print(f"sudden change in Q detected (pconv_diff_ratio: {pconv_diff_ratio}), trying resonant guess + {alt_array[j]/(2*np.pi)}")
+                    #try above
+                    if debug: 
+                        if j%2 ==0: 
+                            print("trying above")
+                        else: 
+                            print("trying_below")
+                    popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess =         (QextGuess,QintGuess), f0Guess = f0Guess+alt_array[j], real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+                    
+                    pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                    j+=1
+                
+            
+            if debug: 
+                import time
+                plotRes(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag[filt], first_trace_phase[filt], popt)
+                time.sleep(1)
+            
+            res_freqs[i] = popt[2]/(2*np.pi)
+            Qints[i] = popt[1]
+            Qexts[i] = popt[0]
+            magBacks[i] = popt[3]
+            
+            print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+            fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+            for i in range(2):
+                print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+            Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+            print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+            if savedata:
+                self.save_fit(ind_par_val, popt, pconv)
+            
+        return np.unique(ind_par), res_freqs, Qints, Qexts, magBacks

+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/TACO_multiplot_b1.html b/sdocs/build/html/_modules/TACO_multiplot_b1.html new file mode 100644 index 0000000..d1e4e8b --- /dev/null +++ b/sdocs/build/html/_modules/TACO_multiplot_b1.html @@ -0,0 +1,486 @@ + + + + + + + + TACO_multiplot_b1 — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for TACO_multiplot_b1

+# -*- coding: utf-8 -*-
+"""
+Created on Tue Feb 16 12:55:36 2021
+
+@author: Hatlab_3
+
+Find all TACOS in a directory, pull out the best powers, and plot them in 3d space to see if it's actually a TACO or not'
+"""
+import os 
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import numpy as np
+import matplotlib.pyplot as plt
+from data_processing.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target, log_normalize_up_to_row, find_all_ddh5
+from mpl_toolkits.mplot3d import Axes3D
+from data_processing.ddh5_Plotting.utility_modules.TACO_utility_functions import make_tacos, make_sat_img_plot
+from scipy.ndimage import gaussian_filter
+import matplotlib.colors as color
+import time
+plt.rcParams.update({'font.weight': 'bold'})
+plt.rc('axes', titlesize=15)  # fontsize of the axes titles
+plt.rc('axes', labelsize=15)    # fontsize of the x and y labels
+plt.rc('xtick', labelsize=12)    # fontsize of the tick labels
+plt.rc('ytick', labelsize=12)    # fontsize of the tick labels
+
+
[docs]def get_sat_info(sat_bias_current, sat_gen_freq, sat_gen_power, sat_vna_freq, sat_vna_powers, sat_gain, levels = [-2,-1.5,-1, -0.25, 0.25,1, 1.5,2], norm_power = -40, x_val = None, filter_window = 0, vmin = -1, vmax = 1, plot = True, xlim = None, ylim = None): 
+    y_norm_val = max([norm_power, np.min(sat_vna_powers)+2]) #Signal power at which to normalize the rest of the plot to
+    # print(f'Normalizing saturation to {y_norm_val} VNA power')
+    # print(f'lowest VNA power: {np.min(sat_vna_powers)}')
+    # print(f'filter_window: {filter_window}')
+    # print(f'Size of gen freqs: {np.size(sat_gen_freq)}')
+    # print(f'Size of gen pows: {np.size(sat_gen_power)}')
+    # print(f'shape of saturation data: {np.shape(sat_gain)}')
+    
+    zero_freq_loc = np.argmin(sat_gen_power)
+    zero_freq = sat_gen_freq[zero_freq_loc]
+    
+    if plot: 
+        fig, ax, img = make_sat_img_plot(sat_bias_current, sat_vna_freq, sat_vna_powers, sat_gain, norm_power = y_norm_val, levels = levels, filter_window = filter_window, vmin = vmin, vmax = vmax)
+        ax.set_title(sat_bias_current)
+        cb = fig.colorbar(img, ax = ax)
+        ax.set_xlabel('Generator Frequency(GHz)')
+        ax.set_ylabel('Signal Power (dBm)')
+        cb.set_label("S21 change from 20dB (dB)")
+
+    smoothed_normed_data = log_normalize_to_row(sat_gen_freq, sat_vna_powers[0], gaussian_filter(sat_gain.T, (filter_window,0)), y_norm_val= y_norm_val)
+    #getting saturation points
+    sat_powers = []
+    sat_gen_powers = []
+    detunings = []
+    sat_center_freqs = []
+    
+    for i, col in enumerate(smoothed_normed_data.T): 
+        buffer = np.size(col[sat_vna_powers[0]<= y_norm_val])
+        #append locations of +1dB and -1dB points
+        try: 
+            pos_loc = buffer+np.min(np.where(np.isclose(col[sat_vna_powers[0]>y_norm_val], 1, atol = 1e-2))[0])
+        except ValueError: 
+            pos_loc = np.size(col)-1
+        try: 
+            neg_loc = buffer+np.min(np.where(np.isclose(col[sat_vna_powers[0]>y_norm_val], -1, atol = 1e-2))[0])
+        except ValueError: 
+            neg_loc = np.size(col)-1
+
+        loc_arr = np.array([pos_loc, neg_loc])
+        loc_arr = np.floor(loc_arr[np.logical_not(np.isnan(loc_arr))]).astype(int)
+
+        loc = np.min(loc_arr)
+        sat_powers.append(sat_vna_powers[0][loc])
+        # print(sat_gen_power)
+        sat_gen_powers.append(sat_gen_power[i])
+        
+        detunings.append(sat_gen_freq[i]-zero_freq)
+        sat_center_freqs.append(sat_gen_freq[i])
+        
+    max_loc = np.where(sat_powers[0:-1] == np.max(sat_powers[0:-1]))[0][0]
+    
+    return (np.array(sat_gen_freq+(sat_gen_freq[1]-sat_gen_freq[0])/2)/1e6)[max_loc], sat_vna_freq[max_loc], sat_powers[max_loc], np.array(sat_powers), np.array(sat_gen_powers), np.array(detunings), np.array(sat_center_freqs), sat_bias_current*np.ones(len(detunings))

+
+
[docs]def superSat(filepaths, 
+             y_norm_val = -70, 
+             filter_window = 0, 
+             conv = False, 
+             conv_func = None, 
+             tla_signal = 0, 
+             tla_pump = 0, 
+             plot_individual = False, 
+             cscale = 10e6, 
+             kerr = False, 
+             kerr_null: float = None, 
+             kerr_scale: float = None, 
+             scale_flip = False, 
+             device_name: str = '', 
+             quanta_flip = False, 
+             xlim = None, 
+             ylim = None): 
+    '''
+    assemble all of the saturation sweeps, extract the best (highest) 
+    saturation power in (gen_freqs, gen_powers) space, plot vs current
+    '''
+    # plt.rcParams.update({'font.weight': 'bold'})
+    # plt.rc('axes', titlesize=15)  # fontsize of the axes titles
+    # plt.rc('axes', labelsize=15)    # fontsize of the x and y labels
+    # plt.rc('xtick', labelsize=12)    # fontsize of the tick labels
+    # plt.rc('ytick', labelsize=12)    # fontsize of the tick labels
+    # fig = plt.figure()
+    # ax = fig.add_subplot(111)
+    
+    filenames = []
+    
+    sat_powers = []
+    sat_gen_powers = []
+    sat_detunings = []
+    sat_bias_arr = []
+    sat_center_freqs_arr = []
+    
+    best_sat_powers = []
+    best_sat_gen_frequencies = []
+    best_sat_gen_powers = []
+    
+    best_sat_vna_frequencies = []
+    plot_currents = []
+    
+    for sat_filepath in filepaths: 
+        #extract the best gen powers
+        sat_dicts = all_datadicts_from_hdf5(sat_filepath)
+        satDict = sat_dicts['data']
+        sat_data = satDict.extract('sat_gain')
+        [bias_current, sat_gen_freq, sat_gen_power, sat_vna_powers, sat_gain, sat_vna_freq] = [sat_data.data_vals('sat_bias_current'), 
+                                                                                    sat_data.data_vals('sat_gen_freq'),
+                                                                                    sat_data.data_vals('sat_gen_power'), 
+                                                                                    sat_data.data_vals('sat_vna_powers'), 
+                                                                                    sat_data.data_vals('sat_gain'), 
+                                                                                    sat_data.data_vals('sat_vna_freq')
+                                                                                    ]
+        for current in np.unique(bias_current): #could be multiple bias currents in one single TACO datafile
+            plot_currents.append(current)
+            bp1 = bias_current == current
+            # make_sat_contour_plot(b1_val, sf1, svp1, sg1, norm_power = -60, levels = [-2, -1, -0.05,0.05, 1, 2], x_val = 10.687e3)
+            sf1, sgp1, svp1, sgp1, sg1, svf1 = sat_gen_freq[bp1], sat_gen_power[bp1], sat_vna_powers[bp1], sat_gen_power[bp1], sat_gain[bp1], sat_vna_freq[bp1]
+            
+            best_sat_gen_freq, best_sat_vna_freq, best_sat_pow, sat_power_arr, sat_gen_power_arr, sat_detuning_arr, sat_center_freqs, bias_arr = get_sat_info(
+                current, 
+                sf1, 
+                sgp1, 
+                svf1, 
+                svp1, 
+                sg1, 
+                norm_power = y_norm_val, 
+                levels = [-20, -1,1, 20], 
+                x_val = None, 
+                filter_window = filter_window, 
+                vmin = -1.7, vmax = 1.7, 
+                plot = plot_individual)
+            
+            best_sat_gen_frequencies.append(best_sat_gen_freq)
+            best_sat_vna_frequencies.append(best_sat_vna_freq)
+            best_sat_powers.append(best_sat_pow)
+            
+            sat_powers.extend(sat_power_arr)
+            sat_gen_powers.extend(sat_gen_power_arr)
+            sat_detunings.extend(sat_detuning_arr)
+            sat_bias_arr.extend(bias_arr)
+            sat_center_freqs_arr.extend(sat_center_freqs)
+            
+    # print(list(zip(plot_currents, best_sat_powers, best_sat_frequencies)))
+    
+
+    if conv: #requires fluxsweep_fitting file to already have been run in the same kernel
+        fig = plt.figure()
+        ax1 = fig.add_subplot(111)
+        plt_powers = np.array(best_sat_powers)-tla_signal
+        # print(conv)
+        if quanta_flip:     
+            p1 = ax1.plot(1-conv_func(np.array(plot_currents)), plt_powers, 'b.', markersize = 15)
+        else: 
+            p1 = ax1.plot(conv_func(np.array(plot_currents)), plt_powers, 'b.', markersize = 15)
+        ax1.title.set_text(f'{device_name}Best Saturation Power vs. Flux')
+        ax1.set_xlabel('Flux Quanta ($\Phi/\Phi_0$)')
+        ax1.set_ylabel('Saturation Power (dBm)')
+        if ylim is not None: 
+            ax1.set_ylim(ylim[0], ylim[1])
+        plt.grid()
+        
+        fig2 = plt.figure()
+        ax2 = fig2.add_subplot(111)
+        colors2 = conv_func(np.array(sat_bias_arr))
+        print(cscale)
+        img = ax2.scatter(np.array(sat_gen_powers)-tla_pump, np.array(sat_powers)-tla_signal, c = colors2, cmap = 'viridis', vmin = np.min(colors2), vmax = np.max(colors2), zorder = 1)
+        cb2 = fig2.colorbar(img, ax = ax2)
+        cb2.set_label("Bias Flux ($\Phi/\Phi_0$)")
+        ax2.title.set_text(f'{device_name}Saturation Power vs. Pump power')
+        ax2.set_xlabel('Generator Power (dBm Cryo)')
+        ax2.set_ylabel('Saturation Power (dBm Cryo)')
+        if xlim is not None:
+            ax2.set_xlim(xlim[0], xlim[1])
+        if ylim is not None: 
+            ax2.set_ylim(xlim[0], xlim[1])
+        plt.grid()
+        
+        if kerr: 
+            colors_arr = [color.hex2color('#000066'),color.hex2color('#444488'),color.hex2color('#4444FF'), color.hex2color('#03fc41'),color.hex2color('#03fc41'), color.hex2color('#FF4444'), color.hex2color('#884444'), color.hex2color('#660000')]
+            tick_labels = ['- 1', '0', '+ 1']
+            if scale_flip: 
+                colors_arr.reverse()
+                tick_labels.reverse()
+            _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors_arr)
+            fig1 = plt.figure()
+            ax1 = fig1.add_subplot(111)
+            # print(conv)
+            cscale /= 1e6
+            scale = cscale
+            img = ax1.scatter(np.array(sat_gen_powers)-tla_pump, np.array(sat_powers)-tla_signal, c = colors2, cmap = _cmap, vmin = kerr_null-kerr_scale, vmax = kerr_null+kerr_scale, zorder = 1)
+            cb1 = fig1.colorbar(img, ax = ax1, ticks=[kerr_null-kerr_scale, kerr_null, kerr_null+kerr_scale])
+            cb1.set_label("Self-Kerr (arb. units)")
+            cb1.ax.set_yticklabels(tick_labels)
+            ax1.title.set_text(f'{device_name}Saturation Power vs. Pump power')
+            ax1.set_xlabel('Generator Power (dBm Cryo)')
+            ax1.set_ylabel('Saturation Power (dBm Cryo)')
+            if xlim is not None: 
+                ax1.set_xlim(xlim[0], xlim[1])
+            if ylim is not None: 
+                ax1.set_ylim(ylim[0], ylim[1])
+            plt.grid()
+            
+            
+        #plot best saturation wrt signal frequency. ie for all vna frequencies, plot the best saturation. Generally this is the generator freq/2
+        
+        fig3 = plt.figure()
+        ax3 = fig3.add_subplot(111)
+        img = ax3.scatter(np.array(sat_center_freqs_arr)/1e9, sat_gen_powers)
+        ax3.set_xlabel("Signal Frequency (GHz)")
+        ax3.set_ylabel("Saturation Power (dBm Cryo)")
+        
+        colors2 = np.array(sat_bias_arr)*1e6
+        img = ax2.scatter(np.array(sat_gen_powers)-tla_pump, np.array(sat_powers)-tla_signal, c = colors2, cmap = 'magma', vmin = np.min(colors2), vmax = np.max(colors2), zorder = 1)
+        cb2 = fig2.colorbar(img, ax = ax3)
+        cb2.set_label("Bias Current ($\mu A$)")
+        
+        # ax1.vlines(conv_func(-0.173e-3), np.min(plt_powers), np.max(plt_powers), linestyles = 'dashed', colors = ['red'])
+        
+        # plt.figure(2)
+        # p1 = plt.plot(conv_func(np.array(plot_currents)), np.array(best_sat_gen_frequencies)/1000, 'b.', markersize = 15, label = 'Generator Frequencies')
+        # plt.plot(conv_func(currents)[filt], 2*res_freqs[filt]/1e9, 'r-', markersize = 5, label = '2x SNAIL Frequency')
+        # plt.xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+        # plt.ylabel('Generator Frequency (GHz)')
+        # plt.title('Generator Frequency at Best Saturation Point vs. Flux')
+        # plt.vlines(conv_func(-0.173e-3), np.min(np.array(best_sat_gen_frequencies)/1000), np.max(np.array(best_sat_gen_frequencies)/1000), linestyles = 'dashed', colors = ['red'])
+        # plt.grid()
+        # plt.legend()
+        
+        # plt.figure(3)
+        # p0 = plt.plot(conv_func(np.array(plot_currents)), np.array(best_sat_vna_frequencies)/1e9, 'b.', markersize = 15, label = 'Signal Frequencies')
+        # p1 = plt.plot(conv_func(currents)[filt], res_freqs[filt]/1e9, 'r-', markersize = 5, label = 'SNAIL Frequency')
+        # plt.xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+        # plt.ylabel('VNA CW Frequency (GHz)')
+        # plt.title('Signal Frequency at Best Saturation Point vs. Flux')
+        # plt.vlines(conv_func(-0.173e-3), np.min(np.array(best_sat_vna_frequencies)/1e9), np.max(np.array(best_sat_vna_frequencies)/1e9), linestyles = 'dashed', colors = ['red'])
+        # plt.grid()
+        # plt.legend()
+        
+        # plt.figure(4)
+        # plt.plot(np.array(best_sat_vna_frequencies)/1e9, best_sat_powers, 'k.', label = 'VNA Frequencies', markersize = 15)
+        # plt.plot(np.array(best_sat_gen_frequencies)/2000, best_sat_powers, 'b.', label = 'Generator Frequencies/2', markersize = 15)
+        # plt.ylabel('Saturation Power (dBm)')
+        # plt.xlabel('Generator/VNA Frequency (GHz)')
+        # plt.title("Best Saturation Power vs. Signal Frequency")
+        # plt.grid()
+        # plt.legend()
+    
+    fig1 = plt.figure()
+    ax1 = fig1.add_subplot(111)
+    # print(conv)
+    scale = cscale
+    
+    colors_arr = [color.hex2color('#000066'),color.hex2color('#444488'),color.hex2color('#4444FF'), color.hex2color('#03fc41'),color.hex2color('#03fc41'), color.hex2color('#FF4444'), color.hex2color('#884444'), color.hex2color('#660000')]
+    if scale_flip: 
+        colors_arr.reverse()
+        tick_labels.reverse()
+    _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors_arr)
+    
+    img = ax1.scatter(np.array(sat_gen_powers)-tla_pump, np.array(sat_powers)-tla_signal, c = np.array(sat_detunings)/1e6, cmap = _cmap, vmin = -cscale, vmax = cscale, zorder = 1)
+    cb1 = fig1.colorbar(img, ax = ax1)
+    cb1.set_label("Detuning (MHz)")
+    ax1.title.set_text(f'{device_name}Saturation Power vs. Pump power')
+    ax1.set_xlabel('Generator Power (dBm Cryo)')
+    ax1.set_ylabel('Saturation Power (dBm Cryo)')
+    if xlim is not None: 
+        ax1.set_xlim(xlim[0], xlim[1])
+    if ylim is not None:
+        ax1.set_ylim(ylim[0], ylim[1])
+    plt.grid()
+    fig1.savefig(r'G:\My Drive\old files\WRITE - Presentations\mpl_figures\test.pdf', format = 'pdf')

+    
+    
+    
+    
+
[docs]def superTACO_Bars(filepaths, angles = [45,45], quanta_size = None, quanta_offset = None, bardims = [1,1], barbase = -30, plot = False):
+    #step 1: assemble best powers into bias_currents vs. (gen_freq vs. best_powers) array
+    #ie for each n bias current there is a gen_freq array
+    #and for each m(n) gen_freq there is one gen_power that is best (could be NaN if garbage)
+    #feed this into n mplot3d commands each with their own oclor and legend label
+
+    
+    bias_currents = []
+    best_gen_frequencies = []
+    best_gen_powers = []
+    gains = []
+    info_dict = {}
+    
+    for gain_filepath in filepaths: 
+        #extract the best gen powers
+        gain_dicts = all_datadicts_from_hdf5(gain_filepath)
+        gainDict = gain_dicts['data']
+        gain_data = gainDict.extract('calculated_gain')
+        [bias_current, gen_frequency, gen_power, calc_gain] = [gain_data.data_vals('bias_current'),
+                                                               gain_data.data_vals('gen_frequency'), 
+                                                               gain_data.data_vals('gen_power'), 
+                                                               gain_data.data_vals('calculated_gain')
+                                                               ]
+        
+        for current in np.unique(bias_current): #could be multiple bias currents in one single TACO datafile
+            bias_currents.append(current)
+            print(f"CURRENT: {current*1000}mA")
+            filt = bias_current == current
+            cfreqs = gen_frequency[filt]
+            cpowers = gen_power[filt]
+            unique_freqs = np.unique(cfreqs)
+            cgain = calc_gain[filt]
+            
+            best_powers = [select_closest_to_target(cpowers[cfreqs == f], cgain[cfreqs == f], 20) for f in unique_freqs]
+            best_power = np.min(best_powers)
+            best_gen_powers.append(best_power)
+            
+            best_gains = [select_closest_to_target(cgain[cfreqs == f], cgain[cfreqs == f], 20) for f in unique_freqs]
+            best_gain = best_gains[np.argmin(np.abs(np.array(best_gains)-20))]
+            gains.append(best_gain)
+
+            #convert freqs to detuning from best power
+            best_freq = np.average(unique_freqs[np.where(best_powers == best_power)])
+            best_gen_frequencies.append(best_freq)
+            
+            
+            adjusted_freqs = unique_freqs - best_freq
+            
+            info_dict[current] = adjusted_freqs, best_powers
+    if plot: 
+        fig = plt.figure()
+        ax = fig.add_subplot(111, projection = '3d')
+        ax.invert_yaxis()
+        ax.azim = angles[0]
+        ax.elev = angles[1]   
+        #plotting in sorted order of bias currents for rendering reasons
+        for i, current in enumerate(sorted(info_dict)): 
+            # print(f"CURRENTS: {current}")
+            adjusted_freqs = info_dict[current][0]
+            best_powers = info_dict[current][1]
+            # print(f"FREQS: {adjusted_freqs}")
+            # print(f"POWERS: {best_powers}")
+            if quanta_size != None:
+                quant_frac = np.round((current-quanta_offset)/quanta_size, 3)
+                base_of_bars = barbase*np.ones(np.size(best_powers))
+                height_of_bars = best_powers-base_of_bars
+                # print(list(zip(base_of_bars, height_of_bars)))
+                ax.bar3d(current*np.ones(np.size(adjusted_freqs))*1000, adjusted_freqs/1e6, base_of_bars , bardims[0], bardims[1], height_of_bars, color=None, shade=True, label = f'{quant_frac} quanta', zsort = 'average')
+    
+        ax.set_xlabel("Bias Current (mA)")
+        ax.set_ylabel("Generator Detuning (MHz)")
+        ax.set_zlabel("Generator Power (dBm)")
+        ax.set_title("20dB Gain Power vs. Flux Bias and Generator Detuning")
+    
+    return [info_dict, np.array(bias_currents), np.array(best_gen_frequencies), np.array(best_gen_powers), np.array(gains)]

+
+#%%
+if __name__ == "__main__": 
+    # total_line_attenuation_signal = 0
+    # total_line_attenuation_pump = 0 #does not include VNA attenuation
+    # gain_cwd = r'Z:\Data\SA_1X_C1\Best_Tacos\Gain'
+    # res = find_all_ddh5(gain_cwd)
+    # [info_dict, bias_currents, best_gen_freqs, best_gen_powers, gains] = superTACO_Bars(res, angles = [60,20], quanta_size = 0.35e-3, quanta_offset = -0.071e-3, bardims = [0.001, 0.7], barbase = -24)
+    
+    # best_gen_powers -= total_line_attenuation_pump
+    
+    # fig2 = plt.figure(2)
+    # conv = False
+    # if conv: 
+    #     # plt.plot(conv_func(bias_currents), np.array(best_gen_powers)-total_line_attenuation_signal, 'b.', markersize = 15)
+    #     plt.title(r'Lowest 20dB Power (dBm) vs. Flux ($\Phi_0$)')
+    #     plt.xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+    #     plt.ylabel('Generator Power @20dB Gain (dBm)')
+    #     plt.grid()
+    #     # plt.vlines(conv_func(-0.173e-3), np.min(best_gen_powers-total_line_attenuation_pump), np.max(best_gen_powers-total_line_attenuation_pump), linestyles = 'dashed', colors = ['red'])
+    # else: 
+    #     plt.plot(bias_currents*1000, best_gen_powers, 'b.', markersize = 15)
+    #     plt.title('Lowest 20dB Power (dBm RT) vs. Bias Current (mA)')
+    #     plt.xlabel('Bias Current (mA)')
+    #     plt.ylabel('Generator Power @20dB Gain (dBm)')
+    #     plt.grid()
+    
+    
+    sat_cwd = r'Z:\Data\SA_2X_B1\best_tacos\sat'
+    res = find_all_ddh5(sat_cwd)
+    superSat(res, y_norm_val = -92, filter_window=9, conv = False, plot_individual = False, tla_signal = 61, tla_pump = 71.5, cscale = 100)
+
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/amplifier_g3.html b/sdocs/build/html/_modules/amplifier_g3.html new file mode 100644 index 0000000..dcb99f1 --- /dev/null +++ b/sdocs/build/html/_modules/amplifier_g3.html @@ -0,0 +1,193 @@ + + + + + + + + amplifier_g3 — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for amplifier_g3

+# -*- coding: utf-8 -*-
+"""
+Created on Thu May 13 09:44:27 2021
+
+@author: Hatlab_3
+purpose: calculate qmplifier g3 from applied pump power and resonant frequency
+"""
+
+#import tools for processing taco data
+import easygui
+import os 
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import numpy as np
+import matplotlib.pyplot as plt
+from measurement_modules.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target, log_normalize_up_to_row, find_all_ddh5
+from mpl_toolkits.mplot3d import Axes3D
+from scipy.ndimage import gaussian_filter
+import matplotlib.colors as color
+import time
+
+from data_processing.ddh5_Plotting.TACO_multiplot_b1 import superTACO_Bars
+
+
[docs]def g3_from_pump_power(gains: np.ndarray, 
+                       pump_powers: np.ndarray, 
+                       mode_kappas: np.ndarray, 
+                       pump_omegas: np.ndarray,
+                       pump_detunings_from_res: np.ndarray
+                       ): 
+    '''
+    Source for calculation: https://arxiv.org/abs/1605.00539
+    "Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits"
+    by Michelle Devoret and Ananda Roy
+    
+    Parameters
+    ----------
+    gains : np.ndarray
+        gain in dB, whose positions correspond to the powers given in the pump_powers section
+    pump_powers : np.ndarray
+        pump power in dBm that the amplifier sees. This must include all attenuation in the entire line
+    mode_kappas : np.ndarray
+        mode kappa in 2pi*Hz
+    pump_omegas : np.ndarray
+        pump frequency in 2pi*Hz
+    pump_detunings_from_res : np.ndarray
+        pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz
+
+    Returns
+    -------
+    numPumpPhotons : np.ndarray
+        The sqrt of the number of pump photons expected in the pumping resonator.
+    g3_arr : np.ndarray
+        The third order coupling in Hz for each combination of inputs
+    '''
+    
+    hbar = 1.0545718e-34
+    lin_pump_powers = np.power(10,pump_powers/10)*0.001
+    #get the expected value of pump photons present in the resonator
+    numPumpPhotons = np.sqrt(8*mode_kappas*lin_pump_powers/(pump_omegas*hbar))/np.absolute(mode_kappas-2j*pump_detunings_from_res)
+    Lin_Power_gains = np.power(10,gains/20)
+    lpg = Lin_Power_gains
+    g3_arr = -0.5*(mode_kappas/numPumpPhotons)*np.sqrt((np.sqrt(lpg)-1)/(np.sqrt(lpg)+1))
+    return numPumpPhotons, g3_arr

+
+print(g3_from_pump_power(20,-80, 2*np.pi*17e6, 2*np.pi*2*6e9, 2*np.pi*6e9))
+
+#%%
+if __name__ == '__main__':
+    #make a function to convert bias currents into flux in radians
+    quanta_offset = -8.98e-5
+    quanta_size = 220.6e-6
+    
+    conv_func = lambda c: (c-quanta_offset)/quanta_size
+    
+    gain_cwd = r'E:\Data\Cooldown_20210408\SNAIL_Amps\C1\Best_Tacos\Gain'
+    res = find_all_ddh5(gain_cwd)
+    info_dict, bias_currents, best_gen_freqs, best_gen_powers, gains = superTACO_Bars(res, angles = [60,20], quanta_size = quanta_size, quanta_offset = quanta_offset, bardims = [0.001, 0.7], barbase = -24, plot = False)
+    best_gen_powers[1] = best_gen_powers[1]-10
+    fig2 = plt.figure(2)
+    ax = fig2.add_subplot(131)
+    total_line_attenuation = 72
+    ax.plot(conv_func(bias_currents), np.array(best_gen_powers)-total_line_attenuation, 'b.', markersize = 15)
+    ax.set_title(r'Lowest 20dB Power (dBm) vs. Flux ($\Phi_0$)')
+    ax.set_xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+    ax.set_ylabel('Generator Power @20dB Gain (dBm)')
+    ax.grid()
+    
+    s = np.shape(bias_currents)
+    s_arr = np.ones(s[0])
+    print(s[0])
+    #plotting the g3 vs flux
+    ax2 = fig2.add_subplot(132)
+    print(best_gen_powers-total_line_attenuation)
+    num_pump_photons, g3_arr = g3_from_pump_power(gains,best_gen_powers-total_line_attenuation, 2*np.pi*30e6*s_arr, 2*np.pi*best_gen_freqs, 2*np.pi*best_gen_freqs/2)
+    ax2.plot(conv_func(bias_currents), np.abs(g3_arr)/1e6, 'b.', markersize = 15)
+    ax2.set_title(r'Measured g3 (MHz) vs. Flux ($\Phi_0$)')
+    ax2.set_xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+    ax2.set_ylabel('g3 coupling (MHz)')
+    ax2.grid()
+    
+    ax3 = fig2.add_subplot(133)
+    ax3.plot(conv_func(bias_currents), num_pump_photons**2, 'b.', markersize = 15)
+    ax3.set_title(r'Number of Pump Photons in res vs. Flux ($\Phi_0$)')
+    ax3.set_xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+    ax3.set_ylabel('Number of Pump Photons')
+    ax3.grid()
+    
+    
+    # plt.vlines(conv_func(-0.173e-3), np.min(best_gen_powers-total_line_attenuation), np.max(best_gen_powers-total_line_attenuation), linestyles = 'dashed', colors = ['red'])
+
+
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/ddH5_Duff_Plotting.html b/sdocs/build/html/_modules/ddH5_Duff_Plotting.html new file mode 100644 index 0000000..d229edc --- /dev/null +++ b/sdocs/build/html/_modules/ddH5_Duff_Plotting.html @@ -0,0 +1,507 @@ + + + + + + + + ddH5_Duff_Plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for ddH5_Duff_Plotting

+# -*- coding: utf-8 -*-
+"""
+Created on Wed Jan 13 10:14:25 2021
+
+@author: Hatlab_3
+"""
+# import easygui
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import matplotlib.pyplot as plt
+import numpy as np
+from data_processing.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target
+from data_processing.fitting.QFit import fit, plotRes, reflectionFunc
+import inspect
+from plottr.data import datadict_storage as dds, datadict as dd
+from scipy.signal import savgol_filter
+from scipy.interpolate import interp1d
+from scipy.fftpack import dct, idct
+
+# FS_filepath = r'Z:/Data/SA_2X_B1/fluxsweep/fits/2021-07-22/2021-07-22_0024_SA_2X_B1/2021-07-22_0024_SA_2X_B1.ddh5'
+# Duff_filepath = r'Z:/Data/SA_2X_B1/duffing/2021-07-23/2021-07-23_0004_SA_2X_B1_duffing/2021-07-23_0004_SA_2X_B1_duffing.ddh5'
+# save_filepath = r'Z:\Data\SA_2X_B1\duffing\fits'
+#create a custom exception that handles fit errors in a more transparent way 
+
+#%%Create measurement-based saver for the fit data. 
+
+
[docs]class fit_Duff_Measurement():
+    '''
+    outline: 
+        - Take in an existing Wolfie-format duffing file and manual fit popt
+        - run semiauto_fit for each generator power, return an array of popts in an N_currents x M_gen_powers array
+        - use plotRes to debug fitter
+        - generate duffing graph
+    '''
+    
+    def __init__(self, name):
+        #setup files
+        self.name = name
+        
+
[docs]    def create_file(self, save_filepath): 
+        self.datadict = dd.DataDict(
+            current = dict(unit='A'),
+            gen_power = dict(unit = 'dBm'),
+            
+            base_resonant_frequency = dict(axes = ['current']),
+            low_power_res_frequency = dict(axes = ['current']),
+            
+            driven_resonant_frequency= dict(axes = ['current', 'gen_power']), 
+            driven_Qint = dict(axes = ['current', 'gen_power']), 
+            driven_Qext = dict(axes = ['current', 'gen_power']),
+            
+            driven_resonant_frequency_error= dict(axes = ['current', 'gen_power']), 
+            driven_Qint_error = dict(axes = ['current', 'gen_power']), 
+            driven_Qext_error = dict(axes = ['current', 'gen_power']),
+            
+            res_shift_ref_undriven = dict(axes = ['current', 'gen_power']), 
+            res_shift_ref_low = dict(axes = ['current', 'gen_power'])
+        )
+        self.datadir = save_filepath
+        self.writer = dds.DDH5Writer(self.datadir, self.datadict, name=self.name)
+        self.writer.__enter__()
+        return None

+    
+
[docs]    def load_data(self, Duff_filepath, FS_filepath, current_filt = None): 
+        #Duffing Data Extraction
+        duff_dicts = all_datadicts_from_hdf5(Duff_filepath)
+        duffDict = duff_dicts['data']
+        uvphDict = duffDict.extract('undriven_vna_phase')
+        uvpoDict = duffDict.extract('undriven_vna_power')
+        dvphDict = duffDict.extract('driven_vna_phase')
+        dvpoDict = duffDict.extract('driven_vna_power')
+        
+        if current_filt == None: 
+            lower = np.min(uvphDict.data_vals('current'))
+            upper = np.max(uvphDict.data_vals('current'))
+        else: 
+            [lower, upper] = current_filt
+            #get the arrays back out
+            
+        filt = (uvphDict.data_vals('current')<upper)*(uvphDict.data_vals('current')>lower)
+        self.undriven_vna_phase = uvphDict.data_vals('undriven_vna_phase')[filt]
+        self.undriven_vna_power = uvpoDict.data_vals('undriven_vna_power')[filt]
+        self.driven_vna_phase = dvphDict.data_vals('driven_vna_phase')[filt]
+        self.driven_vna_power= dvpoDict.data_vals('driven_vna_power')[filt]
+        self.vna_freqs = uvphDict.data_vals('vna_frequency')[filt]*2*np.pi
+        self.currents = uvphDict.data_vals('current')[filt]
+        self.gen_powers = dvpoDict.data_vals('gen_power')[filt]
+
+                        
+        
+        self.res_func, self.qint_func, self.qext_func = self.read_fs_data(FS_filepath)
+        return None

+        
+
[docs]    def read_fs_data(self, fs_filepath, interpolation = 'linear'):
+        ret = all_datadicts_from_hdf5(fs_filepath)
+        res_freqs = ret['data'].extract('base_resonant_frequency').data_vals('base_resonant_frequency')
+        currents = ret['data'].extract('base_resonant_frequency').data_vals('current')
+        Qexts = ret['data'].extract('base_Qext').data_vals('base_Qext')
+        Qints = ret['data'].extract('base_Qint').data_vals('base_Qint')
+        fs_res_fit_func = interp1d(currents, res_freqs, interpolation)
+        fs_Qint_fit_func = interp1d(currents, Qints, interpolation)
+        fs_Qext_fit_func = interp1d(currents, Qexts, interpolation)
+        return fs_res_fit_func, fs_Qint_fit_func, fs_Qext_fit_func

+    
+
[docs]    def save_fit(self, currents, gen_power,driven_popts, driven_pconvs, low_power_res_fit_func): 
+        for i, current in enumerate(np.unique(currents)): 
+            driven_popt = driven_popts[i]
+            driven_pconv = driven_pconvs[i]
+            res_freq_ref = float(self.res_func(current))    
+            res_freq_low_power = float(low_power_res_fit_func(current))
+            self.writer.add_data(
+                current = current, 
+                gen_power = gen_power,
+                
+                base_resonant_frequency = res_freq_ref, 
+                low_power_res_frequency = res_freq_low_power,
+                
+                driven_resonant_frequency = driven_popt[2]/(2*np.pi), 
+                driven_Qint = driven_popt[1],
+                driven_Qext = driven_popt[0],
+                
+                driven_resonant_frequency_error = np.sqrt(driven_pconv[2,2])/(2*np.pi),
+                driven_Qint_error = np.sqrt(driven_pconv[1,1]),
+                driven_Qext_error = np.sqrt(driven_pconv[0,0]),
+                
+                res_shift_ref_undriven = (driven_popt[2]/(2*np.pi)-res_freq_ref),
+                res_shift_ref_low = (driven_popt[2]/(2*np.pi)-res_freq_low_power)
+                
+                )

+            
+
[docs]    def single_fit(self, vna_freqs, phase_trace, pow_trace, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0.0001, bounds = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = False, adaptive_window = False, adapt_win_size = 300e6): 
+        f0Guess = f0Guess*2*np.pi
+        if bounds == None: 
+            bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            
+        if adaptive_window: 
+            filt1 = vna_freqs < f0Guess + adapt_win_size*2*np.pi
+            filt2 = vna_freqs > f0Guess - adapt_win_size*2*np.pi
+            filt = filt1*filt2
+            vna_freqs = np.copy(vna_freqs[filt])
+            
+        if debug: 
+            plt.figure(1)
+            plt.plot(vna_freqs/(2*np.pi), phase_trace)
+            plt.title("Debug1: phase")
+            plt.figure(2)
+            plt.plot(vna_freqs/(2*np.pi), pow_trace)
+            plt.title("Debug1: power")
+            
+        if smooth: 
+            phase_trace = savgol_filter(phase_trace, smooth_win, 3)
+            pow_trace = savgol_filter(pow_trace, smooth_win, 3)
+            
+        lin = 10**(pow_trace/20)
+        
+        imag = lin * np.sin(phase_trace)
+        real = lin * np.cos(phase_trace)
+
+        popt, pconv = fit(vna_freqs, real, imag, pow_trace, phase_trace, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess, phaseGuess = phaseOffGuess)
+        
+        print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+        fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+        for i in range(2):
+            print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+        Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+        print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+        
+        self.initial_popt = popt
+        self.initial_pconv = pconv
+        
+        if debug: 
+            plotRes(vna_freqs, real, imag, pow_trace, phase_trace, popt)
+            
+        return(popt, pconv)

+    
+
[docs]    def initial_fit(self, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0.0001, bounds = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = False, adaptive_window = False, adapt_win_size = 300e6):
+        if bounds == None: 
+            bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            
+        filt = (self.currents == np.unique(self.currents)[0])*(self.gen_powers == np.unique(self.gen_powers)[0])
+        print(np.size(filt))
+
+        init_vna_freqs = np.unique(self.vna_freqs[filt])
+        print(np.size(init_vna_freqs))
+        init_phase_trace = self.undriven_vna_phase[filt]
+        print(np.size(init_phase_trace))
+        init_pow_trace = self.undriven_vna_power[filt]
+        print(np.size(init_pow_trace))
+        
+        if debug: 
+            plt.figure(1)
+            plt.plot(init_vna_freqs/(2*np.pi), init_phase_trace)
+            plt.title("Debug1: phase")
+            plt.figure(2)
+            plt.plot(init_vna_freqs/(2*np.pi), init_pow_trace)
+            plt.title("Debug1: power")
+            
+        lin = 10**(init_pow_trace/20)
+        
+        imag = lin * np.sin(init_phase_trace)
+        real = lin * np.cos(init_phase_trace)
+
+        popt, pconv = self.single_fit(init_vna_freqs, init_phase_trace, init_pow_trace, f0Guess, QintGuess = QintGuess, QextGuess = QextGuess, magBackGuess = magBackGuess, phaseOffGuess = phaseOffGuess, adaptive_window = adaptive_window, adapt_win_size = adapt_win_size, debug = debug)
+        self.initial_popt = popt
+        self.initial_pconv = pconv
+        
+        plotRes(init_vna_freqs, real, imag, init_pow_trace, init_phase_trace, popt)

+        
+
[docs]    def default_bounds(self, QextGuess, QintGuess, f0Guess, magBackGuess):
+        return ([QextGuess / 1.5, QintGuess / 1.5, f0Guess/2, magBackGuess / 2, -2*np.pi],
+                [QextGuess * 1.5, QintGuess +200, f0Guess*2, magBackGuess * 2, 2*np.pi])

+    
+
[docs]    def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, 
+                     debug = False, 
+                     smooth = False, 
+                     smooth_win = 11, 
+                     adaptive_window = False, 
+                     adapt_win_size = 300e6, 
+                     fourier_filter = False, 
+                     fourier_cutoff = 40, 
+                     pconv_tol = 10, 
+                     bounds = None):
+        res_freqs = np.zeros(np.size(np.unique(bias_currents)))
+        Qints = np.zeros(np.size(np.unique(bias_currents)))
+        Qexts = np.zeros(np.size(np.unique(bias_currents)))
+        magBacks = np.zeros(np.size(np.unique(bias_currents)))
+        popts = []
+        pconvs = []
+        
+        init_f0 = popt[2]
+        init_Qint = popt[1]
+        init_Qext = popt[0]
+        init_magBack = popt[3]
+        
+        for i, current in enumerate(np.sort(np.unique(bias_currents))): 
+            first_condn = bias_currents == current
+            [first_trace_freqs, first_trace_phase, first_trace_mag] = [vna_freqs[first_condn]*2*np.pi, vna_phases[first_condn], 10**(vna_mags[first_condn]/20)]
+            if smooth: 
+                first_trace_phase = savgol_filter(first_trace_phase, smooth_win, 3)
+                first_trace_mag = savgol_filter(first_trace_mag, smooth_win, 3)
+                
+            imag = first_trace_mag * np.sin(first_trace_phase)
+            real = first_trace_mag * np.cos(first_trace_phase)
+            if fourier_filter == True: 
+                if debug: 
+                    plt.figure(3)
+                    plt.plot(first_trace_freqs, real)
+                    plt.plot(first_trace_freqs, imag)
+                    plt.title('before filter')
+                imag = idct(dct(imag)[fourier_cutoff:])  
+                real = idct(dct(real)[fourier_cutoff:])
+                if debug: 
+                    plt.figure(4)
+                    plt.plot(real)
+                    plt.plot(imag)
+                    plt.title('after filter')
+                    print("Bias current: {current}")
+                    print("Generator Power: {}")
+            if i >= 2: 
+                if adaptive_window: 
+                    filt1 = first_trace_freqs<np.average(res_freqs[i-1:i])*2*np.pi+adapt_win_size*2*np.pi/2
+                    filt2 = first_trace_freqs>np.average(res_freqs[i-1:i])*2*np.pi-adapt_win_size*2*np.pi/2
+                    filt= filt1*filt2
+                else: 
+                    filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+                #start averaging the previous fits for prior information to increase robustness to bad fits
+                f0Guess = np.average(res_freqs[i-1:i])*2*np.pi
+                magBackGuess = np.average(magBacks[i-1:i])
+                (QextGuess,QintGuess) = (np.average(Qexts[i-1:i]),np.average(Qints[i-1:i]))
+            else: 
+                f0Guess = init_f0
+                magBackGuess = init_magBack
+                (QextGuess, QintGuess) = (init_Qext, init_Qint)
+                filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+            if bounds == None: 
+                bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            if i>2: 
+                prev_pconv = pconv
+            #fit(freq, real, imag, mag, phase, Qguess=(2e3, 1e3),real_only = 0, bounds = None)
+            popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+            #catch a sudden change in convergence and try again until it's back in range: 
+            if i>2: 
+                pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                if debug: 
+                    print(f"Pconv ratio: {pconv_diff_ratio}")
+                j = 0
+                alt_array = np.array([1e6,-1e6,5e6,-5e6, 10e6,-10e6,15e6,-15e6, 20e6, -20e6, 30e6, -30e6, 50e6, -50e6, 100e6, -100e6])*2*np.pi
+                while np.any(np.abs(pconv_diff_ratio)>pconv_tol): 
+                    if j>np.size(alt_array)-1: 
+                        raise Exception(f"No good fit at this point: (Bias: {current}, Power: {self.latest_power})")
+                    print(f"sudden change in Q detected (pconv_diff_ratio: {pconv_diff_ratio}), trying resonant guess + {alt_array[j]/(2*np.pi)}")
+                    #try above
+                    if debug: 
+                        if j%2 ==0: 
+                            print("trying above")
+                        else: 
+                            print("trying_below")
+                    popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess+alt_array[j], real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+                    
+                    pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                    j+=1
+                
+            
+            if debug: 
+                import time
+                plotRes(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag[filt], first_trace_phase[filt], popt)
+                time.sleep(1)
+            
+            res_freqs[i] = popt[2]/(2*np.pi)
+            Qints[i] = popt[1]
+            Qexts[i] = popt[0]
+            magBacks[i] = popt[3]
+            popts.append(popt)
+            pconvs.append(pconv)
+            
+            print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+            fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+            for i in range(2):
+                print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+            Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+            print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+            
+        return np.unique(bias_currents), res_freqs, Qints, Qexts, magBacks, popts, pconvs

+                                          
+
[docs]    def fit(self, 
+            debug = False, 
+            save_data = False, 
+            max_gen_power = None, 
+            savedata = False, 
+            smooth = False, 
+            smooth_win = 11, 
+            adaptive_window = False, 
+            adapt_win_size = 300e6,  
+            bounds = None,
+            fourier_filter = False, 
+            fourier_cutoff = 40, 
+            pconv_tol = 10):
+        
+        if max_gen_power != None:     
+            fitted_gen_powers = np.unique(self.gen_powers) <= max_gen_power
+        else: 
+            fitted_gen_powers = np.unique(self.gen_powers) <= np.max(np.unique(self.gen_powers))
+            
+            
+        for i, gen_power in enumerate(np.unique(self.gen_powers)[fitted_gen_powers]): 
+            self.latest_power = gen_power
+            pow_condn = self.gen_powers == gen_power
+            
+            bias_currents = self.currents[pow_condn]
+            vna_freqs = self.vna_freqs[pow_condn]
+            vna_phases = self.driven_vna_phase[pow_condn]
+            vna_mags = self.driven_vna_power[pow_condn]
+            print("Generator Power: {gen_power} dBm")
+            fit_currents, fit_freqs, fit_Qints, fit_Qexts, fit_magBacks, popts, pconvs = self.semiauto_fit(bias_currents, 
+                                                                                                           vna_freqs/(2*np.pi), 
+                                                                                                           vna_mags, 
+                                                                                                           vna_phases, 
+                                                                                                           self.initial_popt, 
+                                                                                                           debug = debug, 
+                                                                                                           smooth = smooth, 
+                                                                                                           smooth_win = smooth_win, 
+                                                                                                           adaptive_window = adaptive_window, 
+                                                                                                           adapt_win_size = adapt_win_size, 
+                                                                                                           fourier_filter = fourier_filter, 
+                                                                                                           fourier_cutoff = fourier_cutoff, 
+                                                                                                           pconv_tol = pconv_tol, 
+                                                                                                           bounds = bounds)
+            if i == 0: 
+                self.low_power_res_fit_func = interp1d(fit_currents, fit_freqs, 'linear')
+            if save_data: 
+                self.save_fit(bias_currents, gen_power, popts, pconvs, self.low_power_res_fit_func)

+    
+
+#%%
+
+# #Duffing Autoplot
+# #main(Duff_filepath, 'data')
+
+
+# FS_filepath = r'Z:/Data/SA_2X_B1/fluxsweep/fits/2021-07-22/2021-07-22_0024_SA_2X_B1/2021-07-22_0024_SA_2X_B1.ddh5'
+# Duff_filepath = r'Z:/Data/SA_2X_B1/duffing/2021-07-23/2021-07-23_0010_SA_2X_B1_duffing_fine/2021-07-23_0010_SA_2X_B1_duffing_fine.ddh5'
+# save_filepath = r'Z:\Data\SA_2X_B1\duffing\fits'
+
+# DFit = fit_Duff_Measurement(Duff_filepath, FS_filepath, save_filepath, 'SA_B1_Duff_fine')
+# #%%
+# DFit.initial_fit(8.0e9, 
+#                   QextGuess = 50, 
+#                   QintGuess = 1000, 
+#                   magBackGuess = 0.01, 
+#                   bounds = None, 
+#                   smooth = False, 
+#                   smooth_win = 11,
+#                   phaseOffGuess = 0, 
+#                   debug = False, 
+#                   adaptive_window = False, 
+#                   adapt_win_size = 300e6
+#                 )
+# #%%
+# print(np.min(DFit.gen_powers))
+# #%%
+# DFit.fit(
+#         debug = False, 
+#         save_data = True, 
+#         max_gen_power = -20, 
+#         savedata = True, 
+#         smooth = False, 
+#         smooth_win = 11, 
+#         adaptive_window = True,  
+#         adapt_win_size = 400e6,  
+#         fourier_filter = False, 
+#         fourier_cutoff = 40, 
+#         pconv_tol = 10)
+# #%%
+
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/ddH5_Fluxsweep_Plotting.html b/sdocs/build/html/_modules/ddH5_Fluxsweep_Plotting.html new file mode 100644 index 0000000..8ce33c5 --- /dev/null +++ b/sdocs/build/html/_modules/ddH5_Fluxsweep_Plotting.html @@ -0,0 +1,145 @@ + + + + + + + + ddH5_Fluxsweep_Plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for ddH5_Fluxsweep_Plotting

+# -*- coding: utf-8 -*-
+"""
+Created on Mon Jan 18 16:59:08 2021
+
+@author: Hatlab_3
+"""
+from data_processing.ddh5_Plotting.utility_modules.FS_utility_functions import fit_fluxsweep
+from data_processing.Helper_Functions import find_all_ddh5
+from plottr.apps.autoplot import autoplotDDH5, script, main
+import numpy as np
+import matplotlib.pyplot as plt
+from scipy.signal import argrelextrema, savgol_filter
+from scipy.interpolate import interp1d
+
+
[docs]def find_quanta(currents, res_freqs, show = True, smooth_window = 11, order = 2): 
+    ext = argrelextrema(savgol_filter(res_freqs, smooth_window, 2), np.greater, order = order)[0]
+    if show: 
+        plt.plot(currents, res_freqs)
+        for pt in ext: 
+            plt.plot(currents[pt], res_freqs[pt], 'r*')
+    if np.size(ext) == 2: 
+        quanta_size = np.abs(currents[ext[1]]-currents[ext[0]])
+        quanta_offset = min(currents[ext])
+    else: 
+        raise Exception(f'Two extrema not found: {ext}')
+    current_to_quanta_conversion_function = lambda c: (c-quanta_offset)/quanta_size
+    quanta_to_current_function = lambda q: q*quanta_size+quanta_offset
+    return quanta_size, quanta_offset, current_to_quanta_conversion_function, quanta_to_current_function

+if __name__ == '__main__': 
+    
+#adapting an old file to a new file
+    #%%
+    datadir = r'Z:/Data/SA_2X_B1/fluxsweep/2021-07-09/2021-07-09_0001_B1_FS1/2021-07-09_0001_B1_FS1.ddh5'
+    savedir = r'Z:/Data/SA_2X_B1/fluxsweep/fits'
+    # datadir = r'E:\Data\Cooldown_20210104\fluxsweep\2021-01-04_0003_Recentering_FS.ddh5'
+    # savedir = r'E:\Data\Cooldown_20210104\fluxsweep'
+    
+    FS = fit_fluxsweep(datadir, savedir, 'SA_2X_B1')
+    #%%
+    FS.initial_fit(8.25e9, QextGuess = 1e2, QintGuess=20e4, magBackGuess = 0.01, phaseOffGuess = 0, debug = False, smooth = False, smooth_win = 15, adaptive_window = False, adapt_win_size = 100e6)
+    #%% Automatic Fitting (be sure initial fit is good!)
+    currents, res_freqs, Qints, Qexts, magBacks = FS.semiauto_fit(FS.currents, FS.vna_freqs/(2*np.pi), FS.undriven_vna_power, FS.undriven_vna_phase, FS.initial_popt, debug = False, savedata = True, smooth = False, smooth_win = 5, adaptive_window = True, adapt_win_size = 300e6, fourier_filter = False, pconv_tol = 7)
+    #%%reloading an old file
+    #%%plotting the resonant frequency
+    fig = plt.figure(0)
+    ax = fig.add_subplot(111)
+    ax.plot(currents*1000, res_freqs/1e6)
+    ax.set_xlabel('Bias Currents (mA)')
+    ax.set_ylabel('Resonant Frequencies (MHz)')
+    ax.title.set_text('ChemPot Resonant Frequency vs. Bias Current')
+    #%%Finding and plotting flux quanta and flux variables, interpolating resonance frequencies to generate resonance functions wrt bias current and flux
+    quanta_size, quanta_offset, conv_func, conv_func_inverse = find_quanta(currents, res_freqs, show = False, smooth_window = 221)
+    res_func = interp1d(currents, res_freqs, 'linear')
+    print(f"Quanta size: {quanta_size}\nQuanta_offset: {quanta_offset}")
+    filt = (conv_func(currents)<0)*(conv_func(currents)>-0.52)
+    plt.plot(conv_func(currents)[filt], res_freqs[filt])
+    plt.figure(2)
+    plt.plot(currents, res_freqs, label = 'fitted data')
+    plt.plot(currents, res_func(currents), label = 'quadratic interpolation')
+    plt.legend()
+    plt.figure(3)
+    #%%
+    plt.plot(currents, res_func1(currents)-savgol_filter(res_func(currents), 21, 2))
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/index.html b/sdocs/build/html/_modules/index.html new file mode 100644 index 0000000..7f1b181 --- /dev/null +++ b/sdocs/build/html/_modules/index.html @@ -0,0 +1,91 @@ + + + + + + + + Overview: module code — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

All modules for which code is available

+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/snailamp.html b/sdocs/build/html/_modules/snailamp.html new file mode 100644 index 0000000..6dda53a --- /dev/null +++ b/sdocs/build/html/_modules/snailamp.html @@ -0,0 +1,631 @@ + + + + + + + + snailamp — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for snailamp

+# -*- coding: utf-8 -*-
+"""
+Created on Thu May 13 13:43:45 2021
+
+@author: Hatlab_3
+"""
+import numpy as np 
+import matplotlib.pyplot as plt
+import sympy as sp
+from data_processing.models.SNAIL_supporting_modules.Participation_and_Alpha_Fitter import slider_fit
+from data_processing.fitting.QFit import fit, plotRes
+from scipy.optimize import fsolve
+from scipy.interpolate import interp1d
+from timeit import default_timer as timer
+from data_processing.Helper_Functions import find_all_ddh5
+from data_processing.ddh5_Plotting.TACO_multiplot_b1 import superTACO_Bars
+import pandas as pd
+from scipy.optimize import curve_fit
+from scipy.signal import savgol_filter
+
+
+
[docs]def find_quanta(currents, res_freqs, smooth_window = 0):
+    if smooth_window != 0: 
+        res_freqs = savgol_filter(res_freqs, smooth_window, 2)
+    max_res_current = currents[np.argmax(res_freqs)]
+    min_res_current = currents[np.argmin(res_freqs)]
+    quanta_size = 2*np.abs(min_res_current - max_res_current)
+    quanta_offset = max_res_current
+    current_to_quanta_conversion_function = lambda c: (c-quanta_offset)/quanta_size
+    quanta_to_current_function = lambda q: q*quanta_size+quanta_offset
+    
+    return quanta_size, quanta_offset, current_to_quanta_conversion_function, quanta_to_current_function

+
+
[docs]def parallel(v1, v2): 
+    return 1/(1/v1+1/v2)

+
+
[docs]def get_phi_min_funcs(alpha, phi_ext_arr): 
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail_norm = -a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3)
+    c1 = sp.series(U_snail_norm, phi_s, x0 = phi_m, n = 2).removeO().coeff((phi_s-phi_m))
+    #generate a lambda function that outputs another lambda function for a given phi_ext
+    #which then depends on phi_m only
+    func_arr = []
+    for phi_ext in phi_ext_arr: 
+        c1_num = sp.lambdify(phi_m, c1.subs(a, alpha).subs(phi_e, phi_ext), "numpy")
+        func_arr.append(c1_num)
+    return func_arr

+
[docs]def get_phi_min_fsolve(alpha, phi_ext_arr):
+    funcs = get_phi_min_funcs(alpha, phi_ext_arr)
+    sol_arr = np.ones(np.size(funcs))
+    for i, func in enumerate(funcs): 
+        sol_arr[i] = fsolve(func, phi_ext_arr[i])
+    return sol_arr

+
[docs]def get_phi_min(alpha, phi_ext): 
+    func = get_phi_min_funcs(alpha, [phi_ext])[0]
+    return(fsolve(func, phi_ext)[0])

+
+
[docs]def c4_func_gen_vectorize(alpha_val): #can be fed an array
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 5)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 4))*24
+    c4exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c4exp)

+
+
[docs]def c3_func_gen_vectorize(alpha_val): #can be fed an array
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 4)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 3))*6
+    c3exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c3exp)

+
+
[docs]def c2_func_gen_vectorize(alpha_val): 
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 3)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 2))*2
+    c2exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c2exp)

+
+
+
[docs]class SnailAmp(): 
+    def __init__(self): #uA/um^2
+        '''
+        Parameters
+        ----------
+        junction_sizes : tuple
+            (small_size, large_size) in micrometers squared
+        quanta_start : float
+            0-flux point in Amps 
+        quanta_size : float
+            quanta ize in Amps
+
+        Returns
+        -------
+        None.
+        '''
+        
+        self.hbar = 1.0545718e-34
+        self.e = 1.60218e-19
+        self.phi0 = 2*np.pi*self.hbar/(2*self.e)
+        
+
[docs]    def generate_quanta_function(self, quanta_offset, quanta_size): 
+        #function for converting bias currents to quanta fractions
+        self.quanta_offset = quanta_offset
+        self.quanta_size = quanta_size
+        self.conv_func = lambda c: (c-quanta_offset)/quanta_size

+        
+
[docs]    def info_from_junction_sizes(self, junction_sizes, res = 100, Jc = 0.8, verbose = False):
+        
+        self.s_size, self.l_size = junction_sizes
+        
+        self.alpha_from_sizes = self.s_size/self.l_size
+        self.I0s, self.I0l = Jc*self.s_size*1e-6, Jc*self.l_size*1e-6
+        
+        self.Lss, self.Lsl = self.Ic_to_Lj(self.I0s), self.Ic_to_Lj(self.I0l)
+        self.Ejs, self.Ejl = self.Ic_to_Ej(self.I0s), self.Ic_to_Ej(self.I0l)
+        
+        self.Ls0 = parallel(self.Lss, self.Lsl)
+        
+        self.c2_func, self.c3_func, self.c4_func = self.generate_coefficient_functions(self.alpha_from_sizes, res = res, verbose = False)
+        
+        return self.c2_func, self.c3_func, self.c4_func

+    
+
[docs]    def info_from_junction_i0(self, junction_i0_small, junction_i0_large, res = 100, Jc = 0.8, verbose = False):
+        '''
+        junction_i0_small: junction critical current in A
+        junction_i0_large: junction critical current in A
+        '''
+        
+        self.I0s, self.I0l = junction_i0_small, junction_i0_large
+        
+        self.Lss, self.Lsl = self.Ic_to_Lj(self.I0s), self.Ic_to_Lj(self.I0l)
+        self.Ejs, self.Ejl = self.Ic_to_Ej(self.I0s), self.Ic_to_Ej(self.I0l)
+        
+        self.alpha_from_i0 = self.Ejs/self.Ejl
+
+        self.c2_func, self.c3_func, self.c4_func = self.generate_coefficient_functions(self.alpha_from_i0, res = res, verbose = False)
+        
+        return self.c2_func, self.c3_func, self.c4_func

+
+
[docs]    def Ic_to_Ej(self, Ic: float):
+        '''
+        Parameters
+        ----------
+        Ic : float
+            critical current in amps
+        Returns
+        -------
+        Ej in Joules
+        src: https://en.wikipedia.org/wiki/Josephson_effect
+        '''
+        return Ic*self.phi0/(2*np.pi)

+    
+
[docs]    def Ic_to_Lj(self, Ic: float): 
+        '''
+        Parameters
+        ----------
+        Ic : float
+            critical current in amps
+        Returns
+        -------
+        Lj in Henries
+        src: https://en.wikipedia.org/wiki/Josephson_effect
+        '''
+        return self.phi0/(2*np.pi*Ic)

+    
+
[docs]    def generate_coefficient_functions(self, alpha_val, res = int(100), plot = False, show_coefficients = False, verbose = False):
+        '''
+        Parameters
+        ----------
+        alpha_val : float
+            alpha value between 0 and 0.33
+        res : int, optional
+            number of points to base interpolation off of. The default is 100.
+        Returns
+        -------
+        c2_func : lambda function
+            function that will return the value of c2
+        c3_func : lambda function
+            DESCRIPTION.
+        c4_func : lambda function
+            DESCRIPTION.
+
+        '''
+        if verbose:
+            print("Calculating expansion coefficients")
+        start_time = timer()
+        
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c4_arr = c4_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c4_func = interp1d(phi_ext_arr, c4_arr, 'quadratic')
+        
+        
+        #c3: 
+        start_time = timer()
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c3_arr = c3_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c3_func = interp1d(phi_ext_arr, c3_arr, 'quadratic')
+        
+        
+        #c2: 
+        start_time = timer()
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c2_arr = c2_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c2_func = interp1d(phi_ext_arr, c2_arr, 'quadratic')
+        
+        if plot: 
+            plt.plot(phi_ext_arr, self.c2_func(phi_ext_arr), label = "c2")
+            plt.plot(phi_ext_arr, self.c3_func(phi_ext_arr), label = "c3")
+            plt.plot(phi_ext_arr, self.c4_func(phi_ext_arr), label = 'c4')
+            
+            plt.legend()
+        
+        return c2_func, c3_func, c4_func

+        
+
[docs]    def gradient_descent_participation_fitter(self, fitted_res_func, initial_p_guess, initial_alpha_guess, init_f0_guess, res = 100, bounds = None):
+        
+        '''
+        Parameters
+        ----------
+        fitted_res_func : function:ndarray->ndarray
+            function which takes in flux fraction in [0, 1] and produces the resonant frequency of the experimental device
+        
+        initial_p_guess: float
+            guess for the participation ratio of the SNAIL at 0-flux
+        
+        initial_alpha_guess: float
+            guess for the ratio of large junction inductance to small junciton inductance of the SNAIL
+        
+        kwargs: 
+            res - the number of points with which to do the fitting. Fewer is faster, more is better
+        Returns
+        -------
+        fitted alpha
+        fitted p
+        '''
+        fit_quanta = np.sort(np.append(np.append(np.linspace(0,1, int(res/4)), np.linspace(0.25,0.75, int(res/4))),np.linspace(0.45,0.55, int(res/2))))*2*np.pi
+        
+        def fit_func(quanta_arr, alpha, p_rat, f0): 
+            
+            print(f"P: {p_rat}, alpha: {alpha}, f0: {f0}")
+            #make the c2 we need from the supplied alpha
+            c2_func = c2_func_gen_vectorize(alpha)
+            res_freqs = f0/(np.sqrt(1+p_rat/c2_func(quanta_arr).astype(float)))
+            
+            return res_freqs
+        
+        #fit the data
+        if bounds ==None: 
+            bounds = [[0.1, 0.001, fitted_res_func(0)*0.7],
+                      [0.33, 1, fitted_res_func(0)*1.3]]
+            
+        popt, pcov = curve_fit(fit_func, fit_quanta, fitted_res_func(fit_quanta), p0 = [initial_alpha_guess, initial_p_guess, init_f0_guess], 
+                               bounds = bounds)
+        
+        [fitted_alpha, fitted_p, fitted_f0] = popt
+        [d_alpha, d_p, d_f0] = [np.sqrt(pcov[0,0]), np.sqrt(pcov[1,1]), np.sqrt(pcov[2,2])]
+        return fit_func, [fitted_alpha, fitted_p, fitted_f0], [d_alpha, d_p, d_f0]

+        
+
[docs]    def frattini_p_to_part(self, fp, alpha):
+        return 1/(1/fp*c2_func_gen_vectorize(alpha)(0)+1)

+    
+
[docs]    def slider_participation_fitter(self, stored_fits_filepath: str, fluxsweep_filepath: str, ret_sliders = False, start_freq = 7e9): 
+        '''
+        Parameters
+        ----------
+        stored_fits_filepath : str
+            path to a pickled fit file
+        fluxsweep_filepath : str
+            path to a fluxsweep stored in plottr's datadict format'
+
+        Returns
+        -------
+        4x matplotlib.widgets.slider objects, call slider.val to get value
+
+        '''
+        self.p_arr = np.linspace(0.01, 0.3, 50)
+        self.alpha_arr = np.linspace(0.1, 0.32, 50)
+        #the below function returns the slider fit, which you then have to call .val on
+        self.p_slider, self.a_slider, self.f_slider = slider_fit(fluxsweep_filepath, 
+                                                                 stored_fits_filepath, 
+                                                                 self.quanta_offset, 
+                                                                 self.quanta_size, 
+                                                                 self.p_arr, 
+                                                                 self.alpha_arr, 
+                                                                 start_freq = start_freq)
+        if ret_sliders: 
+            return self.p_arr, self.alpha_arr, self.p_slider, self.a_slider, self.f_slider
+        else: 
+            pass

+    
+
[docs]    def vals_from_sliders(self): 
+        '''
+        A supporting function to slider_participation_fitter for extracting
+        the alpha and p values after the sliders have been used to fit
+
+        '''
+        self.alpha_from_FS = self.alpha_arr[self.a_slider.val]
+        self.p_from_FS = self.p_arr[self.p_slider.val]
+        
+        return self.alpha_from_FS, self.p_from_FS, self.f_slider.val

+        
+
+    
+
[docs]    def set_linear_inductance(self, L0): 
+        self.L0 = L0

+
[docs]    def set_linear_capacitance(self, C0): 
+        self.C0 = C0

+        
+
[docs]    def generate_participation_function(self, L0, Lfunc): 
+        return lambda phi: Lfunc(phi)/(L0+Lfunc(phi))

+        
+
[docs]    def generate_inductance_function(self, L_large, c2_func):
+        return lambda phi: L_large/c2_func(phi)

+    
+
[docs]    def generate_resonance_function_via_LC(self, L0, C0, Ls_func): 
+        return lambda phi: 1/np.sqrt((L0+Ls_func(phi))*C0)

+    
+
[docs]    def generate_resonance_function_via_fit(self, p, f0, c2_func): 
+        return lambda phi: 2*np.pi*f0/(np.sqrt(1+(p/(1-p))/c2_func(phi)))

+        
+
[docs]    def generate_gsss_function(self, C0, p_func, res_func, c2_func, c3_func):
+        '''
+        source: https://arxiv.org/pdf/1806.06093.pdf
+        (The frattini paper)
+        calculates the g3 wrt flux given linear capacitance, participation ratio, and alpha
+        return value is in Joules
+        '''
+        #calculate Ec
+        Ec = self.e**2/(2*C0)
+        return lambda phi: 1/6*p_func(phi)**2*c3_func(phi)/c2_func(phi)*np.sqrt(Ec*self.hbar*res_func(phi))

+        
+
[docs]    def collect_TACO_data(self, gain_folder, plot = False, tla_pump = 0): 
+        gain_cwd = gain_folder
+        res = find_all_ddh5(gain_cwd)
+        info_dict, bias_currents, best_gen_freqs, best_gen_powers, gains = superTACO_Bars(res, angles = [60,20], quanta_size = self.quanta_size, quanta_offset = self.quanta_offset, bardims = [0.001, 0.7], barbase = -24, plot = False)
+        
+        if plot: 
+            fig2 = plt.figure(2)
+            ax = fig2.add_subplot(131)
+            ax.plot(self.conv_func(bias_currents), np.array(best_gen_powers)-tla_pump, 'b.', markersize = 15)
+            ax.set_title(r'Lowest 20dB Power (dBm) vs. Flux ($\Phi_0$)')
+            ax.set_xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+            ax.set_ylabel('Generator Power @20dB Gain (dBm)')
+            ax.grid()
+        
+        return bias_currents, best_gen_freqs, best_gen_powers-tla_pump, gains

+        
+
[docs]    def g3_from_pump_power(self, 
+                           dBgains: np.ndarray, 
+                           pump_powers: np.ndarray, 
+                           mode_kappas: np.ndarray, 
+                           pump_omegas: np.ndarray,
+                           pump_detunings_from_res: np.ndarray
+                           ): 
+        '''
+        Source for calculation: https://arxiv.org/abs/1605.00539
+        "Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits"
+        by Michelle Devoret and Ananda Roy
+        
+        Parameters
+        ----------
+        gains : np.ndarray
+            gain in dB, whose positions correspond to the powers given in the pump_powers section
+        pump_powers : np.ndarray
+            pump power in dBm that the amplifier sees. This must include all attenuation in the entire line
+        mode_kappas : np.ndarray
+            mode kappa in 2pi*Hz
+        pump_omegas : np.ndarray
+            pump frequency in 2pi*Hz
+        pump_detunings_from_res : np.ndarray
+            pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz
+    
+        Returns
+        -------
+        numPumpPhotons : np.ndarray
+            The sqrt of the number of pump photons expected in the pumping resonator.
+        g3_arr : np.ndarray
+            The third order coupling in Hz for each combination of inputs
+        '''
+        
+        lin_pump_powers = np.power(10,pump_powers/10)*0.001 #pump power in watts
+        #get the expected value of pump photons present in the resonator
+        npTZC_arr = []
+        numPumpPhotonsTZC = lin_pump_powers/(pump_omegas*self.hbar)*(np.sqrt(mode_kappas)/(mode_kappas/2-1j*(pump_detunings_from_res)))**2
+        for val in numPumpPhotonsTZC:
+            npTZC_arr.append(np.linalg.norm(val))
+        numPumpPhotons = np.array(npTZC_arr)
+        numPumpPhotonsDev = np.sqrt(8*mode_kappas*lin_pump_powers/(pump_omegas*self.hbar))/np.absolute(mode_kappas-2j*pump_detunings_from_res)
+        Lin_Power_gains = np.power(10,dBgains/20)
+        lpg = Lin_Power_gains
+        
+        g3_arr = -0.5*(mode_kappas/numPumpPhotons)*np.sqrt((np.sqrt(lpg)-1)/(np.sqrt(lpg)+1))
+        
+        
+        return numPumpPhotonsDev, g3_arr, numPumpPhotons

+    
+
[docs]    def process_ref_HFSS_sweep(self, HFSS_filepath, ref_port_name = 'B', lumped_port_name = 'sl', ind_name = 'Ls', trans_port_name = 'U'): 
+        data = pd.read_csv(HFSS_filepath)
+        HFSS_dicts = []
+        for inductance in np.unique(data[f'{ind_name} [pH]'].to_numpy()):
+            filt = (data[f'{ind_name} [pH]'].to_numpy() == inductance)
+            HFSS_dicts.append(dict(
+                SNAIL_inductance = inductance,
+                freq = data['Freq [GHz]'].to_numpy()[filt]*1e9,
+                freqrad = data['Freq [GHz]'].to_numpy()[filt]*1e9*2*np.pi, #fitter takes rad*hz
+                mag = data[f'mag(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt],
+                phase = data[f'cang_deg_val(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt], 
+                phaserad = data[f'cang_deg_val(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]*2*np.pi/360,
+                dBmag = np.power(10, data[f'mag(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]/20),
+                real = data[f'mag(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]*np.cos(data[f'cang_deg_val(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]*2*np.pi/360),
+                imag = data[f'mag(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]*np.sin(data[f'cang_deg_val(S({ref_port_name},{ref_port_name})) []'].to_numpy()[filt]*2*np.pi/360),
+                imY = data[f'im(Y({lumped_port_name},{lumped_port_name})) []'].to_numpy()[filt],
+                leakage = data[f'dB(S({ref_port_name},{trans_port_name})) []'].to_numpy()[filt]
+                ))
+                
+        return HFSS_dicts

+        
+
[docs]    def fit_modes(self, *args, bounds = None, f0Guess_arr = None, Qguess = (1e2, 1e4), window_size = 600e6, plot = False):
+        QextGuess, QintGuess = Qguess
+        magBackGuess = 1
+        
+        HFSS_inductances, HFSS_res_freqs, HFSS_kappas = [], [], []
+        
+        for i, md in enumerate(args): 
+            # print(type(f0Guess_arr))
+            if type(f0Guess_arr) == np.ndarray: 
+                f0Guess_arr = np.copy(f0Guess_arr)
+                filt = (md['freqrad']>f0Guess_arr[i]-window_size/2)*(md['freqrad']<f0Guess_arr[i]+window_size/2)
+                f0Guess = f0Guess_arr[i]
+            else: 
+                filt = np.ones(np.size(md['freqrad'])).astype(bool)
+                # print(np.diff(md['phaserad']))
+                # plt.plot(md['freq'][:-1]/1e9, np.diff(md['phaserad']))
+                f0Guess = md['freq'][np.argmin(savgol_filter(np.gradient(md['phaserad']), 15,3))]*2*np.pi
+                filt = (md['freqrad']>f0Guess-window_size/2)*(md['freqrad']<f0Guess+window_size/2)
+                
+            if bounds == None: 
+                bounds = ([QextGuess / 10, QintGuess /10, f0Guess-500e6, magBackGuess / 2, 0],
+                          [QextGuess * 10, QintGuess * 10, f0Guess+500e6, magBackGuess * 2, np.pi])
+            
+            popt, pcov = fit(md['freqrad'][filt], md['real'][filt], md['imag'][filt], md['mag'][filt], md['phaserad'][filt], Qguess = Qguess, f0Guess = f0Guess, phaseGuess = 0)
+            if plot: 
+                # print("inductance: ", md['SNAIL_inductance'])
+                plotRes(md['freqrad'][filt], md['real'][filt], md['imag'][filt], md['mag'][filt], md['phaserad'][filt], popt)
+                
+            Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+            kappa = popt[2]/2/np.pi/Qtot
+            f0 = popt[2]/(2*np.pi)
+            inductance = md['SNAIL_inductance']
+            
+            HFSS_inductances.append(inductance)
+            HFSS_res_freqs.append(f0)
+            HFSS_kappas.append(kappa)
+            
+            md['res_freq_rad'] = f0*2*np.pi
+            md['kappa'] = kappa
+            
+        return HFSS_inductances, HFSS_res_freqs, HFSS_kappas

+    
+
[docs]    def g3_from_admittance(self, Ej_large, c3_val, mds):
+        phi_zpf_arr = []
+        g3 = Ej_large*c3_val/6*(2*np.pi/self.phi0)**3
+        for md in mds: 
+            res_omega = md['res_freq_rad']
+            # print("res_omega/2pi", res_omega/2/np.pi)
+            omegas = md['freqrad']
+            imY = md['imY']
+            
+            f_res_loc = np.argmin(np.abs(omegas-res_omega))
+            slope = np.gradient(imY)[f_res_loc]/np.gradient(omegas)[f_res_loc]
+            Zpeff = 2/(res_omega*slope)
+    
+    #         print("omega/2pi: ", res_omega/2/np.pi)
+    #         print("slope: ", slope)
+    #         print("Impedance: ", Zpeff)
+            g3 *= np.sqrt(self.hbar/2*Zpeff)
+            phi_zpf_arr.append(Zpeff)
+        
+        return g3

+    
+
[docs]    def g3_from_admittance_raw(self, Ej_large, c3_val, res_omega):
+        phi_zpf_arr = []
+        g3 = Ej_large*c3_val/6*(2*np.pi/self.phi0)**3
+        for res_omega in res_omegas: 
+            res_omega = md['res_freq_rad']
+            omegas = md['freqrad']
+            imY = md['imY']
+            
+            f_res_loc = np.argmin(np.abs(omegas-res_omega))
+            slope = np.gradient(imY)[f_res_loc]/np.gradient(omegas)[f_res_loc]
+            Zpeff = 2/(res_omega*slope)
+    
+    #         print("omega/2pi: ", res_omega/2/np.pi)
+    #         print("slope: ", slope)
+    #         print("Impedance: ", Zpeff)
+            g3 *= np.sqrt(self.hbar/2*Zpeff)
+            phi_zpf_arr.append(Zpeff)
+        
+        return g3

+        
+    
+if __name__ == '__main__': 
+    SA = SnailAmp()
+    HFSS_filepath = r'D:\HFSS_Sims\SA_2X\mode_s.csv'
+    HFSS_dicts = SA.process_HFSS_sweep(HFSS_filepath)
+    #fit all of them, try to choose a guess frequency and Q's that cooperate with all of them
+    HFSS_inductances, HFSS_res_freqs, HFSS_kappas = SA.fit_modes(*HFSS_dicts, 
+                                                                  Qguess = (5e1,1e3), 
+                                                                  window_size = 100e6, 
+                                                                  plot = True, 
+                                                                  f0Guess_arr = None)
+    HFSS_inductances = np.array(HFSS_inductances)
+    HFSS_kappas = np.array(HFSS_kappas)
+    
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/squidamp.html b/sdocs/build/html/_modules/squidamp.html new file mode 100644 index 0000000..eacd7bc --- /dev/null +++ b/sdocs/build/html/_modules/squidamp.html @@ -0,0 +1,559 @@ + + + + + + + + squidamp — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for squidamp

+# -*- coding: utf-8 -*-
+"""
+Created on Thu May 13 13:43:45 2021
+
+@author: Hatlab_3
+"""
+import numpy as np 
+import matplotlib.pyplot as plt
+import sympy as sp
+from data_processing.models.SNAIL_supporting_modules.Participation_and_Alpha_Fitter import slider_fit
+from data_processing.fitting.QFit import fit, plotRes
+from scipy.optimize import fsolve
+from scipy.interpolate import interp1d
+from timeit import default_timer as timer
+from data_processing.Helper_Functions import find_all_ddh5
+from data_processing.ddh5_Plotting.TACO_multiplot_b1 import superTACO_Bars
+import pandas as pd
+from scipy.optimize import curve_fit
+
+
[docs]def parallel(v1, v2): 
+    return 1/(1/v1+1/v2)

+
+
[docs]def get_phi_min_funcs(alpha, phi_ext_arr): 
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail_norm = -a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3)
+    c1 = sp.series(U_snail_norm, phi_s, x0 = phi_m, n = 2).removeO().coeff((phi_s-phi_m))
+    #generate a lambda function that outputs another lambda function for a given phi_ext
+    #which then depends on phi_m only
+    func_arr = []
+    for phi_ext in phi_ext_arr: 
+        c1_num = sp.lambdify(phi_m, c1.subs(a, alpha).subs(phi_e, phi_ext), "numpy")
+        func_arr.append(c1_num)
+    return func_arr

+
[docs]def get_phi_min_fsolve(alpha, phi_ext_arr):
+    funcs = get_phi_min_funcs(alpha, phi_ext_arr)
+    sol_arr = np.ones(np.size(funcs))
+    for i, func in enumerate(funcs): 
+        sol_arr[i] = fsolve(func, phi_ext_arr[i])
+    return sol_arr

+
[docs]def get_phi_min(alpha, phi_ext): 
+    func = get_phi_min_funcs(alpha, [phi_ext])[0]
+    return(fsolve(func, phi_ext)[0])

+
+
[docs]def c4_func_gen_vectorize(alpha_val): #can be fed an array
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 5)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 4))
+    c4exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c4exp)

+
+
[docs]def c3_func_gen_vectorize(alpha_val): #can be fed an array
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 4)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 3))
+    c3exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c3exp)

+
+
[docs]def c2_func_gen_vectorize(alpha_val): 
+    a, Ej, phi_s, phi_e, phi_m = sp.symbols('alpha,E_j,phi_s,phi_e, phi_min')
+    U_snail = (-a*sp.cos(phi_s) - 3*sp.cos((phi_e-phi_s)/3))
+    expansion = sp.series(U_snail, phi_s, x0 = phi_m, n = 3)
+    coeff = expansion.removeO().coeff(sp.Pow(phi_s-phi_m, 2))
+    c2exp = lambda phi_ext: coeff.subs([(a, alpha_val), (phi_e, phi_ext), (phi_m, get_phi_min(alpha_val, phi_ext))])
+    return np.vectorize(c2exp)

+
+
+
[docs]class SquidAmp(): 
+    def __init__(self): #uA/um^2
+        '''
+        Parameters
+        ----------
+        junction_sizes : tuple
+            (small_size, large_size) in micrometers squared
+        quanta_start : float
+            0-flux point in Amps 
+        quanta_size : float
+            quanta ize in Amps
+
+        Returns
+        -------
+        None.
+        '''
+        
+        self.hbar = 1.0545718e-34
+        self.e = 1.60218e-19
+        self.phi0 = 2*np.pi*self.hbar/(2*self.e)
+        
+
[docs]    def generate_quanta_function(self, quanta_offset, quanta_size): 
+        #function for converting bias currents to quanta fractions
+        self.quanta_offset = quanta_offset
+        self.quanta_size = quanta_size
+        self.conv_func = lambda c: (c-quanta_offset)/quanta_size

+        
+
[docs]    def info_from_junction_sizes(self, junction_sizes, res = 100, Jc = 0.8, verbose = False):
+        self.s_size, self.l_size = junction_sizes
+
+        
+        self.alpha_from_sizes = self.s_size/self.l_size
+        self.I0s, self.I0l = Jc*self.s_size*1e-6, Jc*self.l_size*1e-6
+        
+        self.Lss, self.Lsl = self.Ic_to_Lj(self.I0s), self.Ic_to_Lj(self.I0l)
+        self.Ejs, self.Ejl = self.Ic_to_Ej(self.I0s), self.Ic_to_Ej(self.I0l)
+        
+        self.Ls0 = parallel(self.Lss, self.Lsl)
+        
+        self.c2_func, self.c3_func, self.c4_func = self.generate_coefficient_functions(self.alpha_from_sizes, res = res, verbose = False)
+        
+        return self.c2_func, self.c3_func, self.c4_func

+    
+
+
[docs]    def Ic_to_Ej(self, Ic: float):
+        '''
+        Parameters
+        ----------
+        Ic : float
+            critical current in amps
+        Returns
+        -------
+        Ej in Joules
+        src: https://en.wikipedia.org/wiki/Josephson_effect
+        '''
+        return Ic*self.phi0/(2*np.pi)

+    
+
[docs]    def Ic_to_Lj(self, Ic: float): 
+        '''
+        Parameters
+        ----------
+        Ic : float
+            critical current in amps
+        Returns
+        -------
+        Lj in Henries
+        src: https://en.wikipedia.org/wiki/Josephson_effect
+        '''
+        return self.phi0/(2*np.pi*Ic)

+        
+
[docs]    def gradient_descent_participation_fitter(self, fitted_res_func, initial_p_guess, initial_alpha_guess, init_f0_guess, res = 100, bounds = None):
+        
+        '''
+        Parameters
+        ----------
+        fitted_res_func : function:ndarray->ndarray
+            function which takes in flux fraction in [0, 1] and produces the resonant frequency of the experimental device
+        
+        initial_p_guess: float
+            guess for the participation ratio of the SNAIL at 0-flux
+        
+        initial_alpha_guess: float
+            guess for the ratio of large junction inductance to small junciton inductance of the SNAIL
+        
+        kwargs: 
+            res - the number of points with which to do the fitting. Fewer is faster, more is better
+        Returns
+        -------
+        fitted alpha
+        fitted p
+        '''
+        fit_quanta = np.sort(np.append(np.append(np.linspace(0,1, int(res/4)), np.linspace(0.25,0.75, int(res/4))),np.linspace(0.45,0.55, int(res/2))))*2*np.pi
+        
+        def fit_func(quanta_arr, alpha, p_rat, f0): 
+            
+            print(f"P: {p_rat}, alpha: {alpha}, f0: {f0}")
+            #make the c2 we need from the supplied alpha
+            c2_func = c2_func_gen_vectorize(alpha)
+            res_freqs = f0/(np.sqrt(1+p_rat/c2_func(quanta_arr).astype(float)))
+            
+            return res_freqs
+        
+        #fit the data
+        if bounds ==None: 
+            bounds = [[0.1, 0.001, fitted_res_func(0)*0.7],
+                      [0.33, 1, fitted_res_func(0)*1.3]]
+            
+        popt, pcov = curve_fit(fit_func, fit_quanta, fitted_res_func(fit_quanta), p0 = [initial_alpha_guess, initial_p_guess, init_f0_guess], 
+                               bounds = bounds)
+        
+        [fitted_alpha, fitted_p, fitted_f0] = popt
+        [d_alpha, d_p, d_f0] = [np.sqrt(pcov[0,0]), np.sqrt(pcov[1,1]), np.sqrt(pcov[2,2])]
+        return fit_func, [fitted_alpha, fitted_p, fitted_f0], [d_alpha, d_p, d_f0]

+        
+
[docs]    def frattini_p_to_part(self, fp, alpha):
+        return 1/(1/fp*c2_func_gen_vectorize(alpha)(0)+1)

+    
+
[docs]    def slider_participation_fitter(self, stored_fits_filepath: str, fluxsweep_filepath: str, ret_sliders = False, start_freq = 7e9): 
+        '''
+        Parameters
+        ----------
+        stored_fits_filepath : str
+            path to a pickled fit file
+        fluxsweep_filepath : str
+            path to a fluxsweep stored in plottr's datadict format'
+
+        Returns
+        -------
+        4x matplotlib.widgets.slider objects, call slider.val to get value
+
+        '''
+        self.p_arr = np.linspace(0.01, 0.3, 50)
+        self.alpha_arr = np.linspace(0.1, 0.32, 50)
+        #the below function returns the slider fit, which you then have to call .val on
+        self.p_slider, self.a_slider, self.f_slider = slider_fit(fluxsweep_filepath, 
+                                                                 stored_fits_filepath, 
+                                                                 self.quanta_offset, 
+                                                                 self.quanta_size, 
+                                                                 self.p_arr, 
+                                                                 self.alpha_arr, 
+                                                                 start_freq = start_freq)
+        if ret_sliders: 
+            return self.p_arr, self.alpha_arr, self.p_slider, self.a_slider, self.f_slider
+        else: 
+            pass

+    
+
[docs]    def vals_from_sliders(self): 
+        '''
+        A supporting function to slider_participation_fitter for extracting
+        the alpha and p values after the sliders have been used to fit
+
+        '''
+        self.alpha_from_FS = self.alpha_arr[self.a_slider.val]
+        self.p_from_FS = self.p_arr[self.p_slider.val]
+        
+        return self.alpha_from_FS, self.p_from_FS, self.f_slider.val

+        
+
[docs]    def generate_coefficient_functions(self, alpha_val, res = int(100), plot = False, show_coefficients = False, verbose = False):
+        '''
+        Parameters
+        ----------
+        alpha_val : float
+            alpha value between 0 and 0.33
+        res : int, optional
+            number of points to base interpolation off of. The default is 100.
+        Returns
+        -------
+        c2_func : lambda function
+            function that will return the value of c2
+        c3_func : lambda function
+            DESCRIPTION.
+        c4_func : lambda function
+            DESCRIPTION.
+
+        '''
+        if verbose:
+            print("Calculating expansion coefficients")
+        start_time = timer()
+        
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c4_arr = c4_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c4_func = interp1d(phi_ext_arr, c4_arr, 'quadratic')
+        
+        
+        #c3: 
+        start_time = timer()
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c3_arr = c3_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c3_func = interp1d(phi_ext_arr, c3_arr, 'quadratic')
+        
+        
+        #c2: 
+        start_time = timer()
+        phi_ext_arr = np.linspace(0,2*np.pi, res)
+        c2_arr = c2_func_gen_vectorize(alpha_val)(phi_ext_arr)
+        end_time = timer()
+        if verbose: 
+            print(f"Elapsed time: {np.round(end_time-start_time, 2)} seconds")
+        c2_func = interp1d(phi_ext_arr, c2_arr, 'quadratic')
+        
+        if plot: 
+            plt.plot(phi_ext_arr, self.c2_func(phi_ext_arr), label = "c2")
+            plt.plot(phi_ext_arr, self.c3_func(phi_ext_arr), label = "c3")
+            plt.plot(phi_ext_arr, self.c4_func(phi_ext_arr), label = 'c4')
+            
+            plt.legend()
+        
+        return c2_func, c3_func, c4_func

+    
+
[docs]    def set_linear_inductance(self, L0): 
+        self.L0 = L0

+
[docs]    def set_linear_capacitance(self, C0): 
+        self.C0 = C0

+        
+
[docs]    def generate_participation_function(self, L0, Lfunc): 
+        return lambda phi: Lfunc(phi)/(L0+Lfunc(phi))

+        
+
[docs]    def generate_inductance_function(self, L_large, c2_func):
+        return lambda phi: L_large/c2_func(phi)

+    
+
[docs]    def generate_resonance_function_via_LC(self, L0, C0, Ls_func): 
+        return lambda phi: 1/np.sqrt((L0+Ls_func(phi))*C0)

+    
+
[docs]    def generate_resonance_function_via_fit(self, p, f0, c2_func): 
+        return lambda phi: 2*np.pi*f0/(np.sqrt(1+(p/(1-p))/c2_func(phi)))

+        
+
[docs]    def generate_gsss_function(self, C0, p_func, res_func, c2_func, c3_func):
+        '''
+        source: https://arxiv.org/pdf/1806.06093.pdf
+        (The frattini paper)
+        calculates the g3 wrt flux given linear capacitance, participation ratio, and alpha
+        return value is in Joules
+        '''
+        #calculate Ec
+        Ec = self.e**2/(2*C0)
+        return lambda phi: 1/6*p_func(phi)**2*c3_func(phi)/c2_func(phi)*np.sqrt(Ec*self.hbar*res_func(phi))

+        
+
[docs]    def collect_TACO_data(self, gain_folder, plot = False, tla_pump = 0): 
+        gain_cwd = gain_folder
+        res = find_all_ddh5(gain_cwd)
+        info_dict, bias_currents, best_gen_freqs, best_gen_powers, gains = superTACO_Bars(res, angles = [60,20], quanta_size = self.quanta_size, quanta_offset = self.quanta_offset, bardims = [0.001, 0.7], barbase = -24, plot = False)
+        
+        if plot: 
+            fig2 = plt.figure(2)
+            ax = fig2.add_subplot(131)
+            ax.plot(self.conv_func(bias_currents), np.array(best_gen_powers)-tla_pump, 'b.', markersize = 15)
+            ax.set_title(r'Lowest 20dB Power (dBm) vs. Flux ($\Phi_0$)')
+            ax.set_xlabel('Flux Quanta ($\Phi/\Phi_0)$')
+            ax.set_ylabel('Generator Power @20dB Gain (dBm)')
+            ax.grid()
+        
+        return bias_currents, best_gen_freqs, best_gen_powers-tla_pump, gains

+        
+
[docs]    def g3_from_pump_power(self, 
+                           dBgains: np.ndarray, 
+                           pump_powers: np.ndarray, 
+                           mode_kappas: np.ndarray, 
+                           pump_omegas: np.ndarray,
+                           pump_detunings_from_res: np.ndarray
+                           ): 
+        '''
+        Source for calculation: https://arxiv.org/abs/1605.00539
+        "Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits"
+        by Michelle Devoret and Ananda Roy
+        
+        Parameters
+        ----------
+        gains : np.ndarray
+            gain in dB, whose positions correspond to the powers given in the pump_powers section
+        pump_powers : np.ndarray
+            pump power in dBm that the amplifier sees. This must include all attenuation in the entire line
+        mode_kappas : np.ndarray
+            mode kappa in 2pi*Hz
+        pump_omegas : np.ndarray
+            pump frequency in 2pi*Hz
+        pump_detunings_from_res : np.ndarray
+            pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz
+    
+        Returns
+        -------
+        numPumpPhotons : np.ndarray
+            The sqrt of the number of pump photons expected in the pumping resonator.
+        g3_arr : np.ndarray
+            The third order coupling in Hz for each combination of inputs
+        '''
+        
+        lin_pump_powers = np.power(10,pump_powers/10)*0.001 #pump power in watts
+        #get the expected value of pump photons present in the resonator
+        npTZC_arr = []
+        numPumpPhotonsTZC = lin_pump_powers/(pump_omegas*self.hbar)*(np.sqrt(mode_kappas)/(mode_kappas/2-1j*(pump_detunings_from_res)))**2
+        for val in numPumpPhotonsTZC:
+            npTZC_arr.append(np.linalg.norm(val))
+        numPumpPhotons = np.array(npTZC_arr)
+        numPumpPhotonsDev = np.sqrt(8*mode_kappas*lin_pump_powers/(pump_omegas*self.hbar))/np.absolute(mode_kappas-2j*pump_detunings_from_res)
+        Lin_Power_gains = np.power(10,dBgains/20)
+        lpg = Lin_Power_gains
+        
+        g3_arr = -0.5*(mode_kappas/numPumpPhotons)*np.sqrt((np.sqrt(lpg)-1)/(np.sqrt(lpg)+1))
+        
+        
+        return numPumpPhotonsDev, g3_arr, numPumpPhotons

+    
+
[docs]    def process_HFSS_sweep(self, HFSS_filepath): 
+        data = pd.read_csv(HFSS_filepath)
+        HFSS_dicts = []
+        for inductance in np.unique(data['Ls [pH]'].to_numpy()):
+            filt = (data['Ls [pH]'].to_numpy() == inductance)
+            HFSS_dicts.append(dict(
+                SNAIL_inductance = inductance,
+                freq = data['Freq [GHz]'].to_numpy()[filt]*1e9,
+                freqrad = data['Freq [GHz]'].to_numpy()[filt]*1e9*2*np.pi, #fitter takes rad*hz
+                mag = data['mag(S(B,B)) []'].to_numpy()[filt],
+                phase = data['cang_deg_val(S(B,B)) []'].to_numpy()[filt], 
+                phaserad = data['cang_deg_val(S(B,B)) []'].to_numpy()[filt]*2*np.pi/360,
+                dBmag = np.power(10, data['mag(S(B,B)) []'].to_numpy()[filt]/20),
+                real = data['mag(S(B,B)) []'].to_numpy()[filt]*np.cos(data['cang_deg_val(S(B,B)) []'].to_numpy()[filt]*2*np.pi/360),
+                imag = data['mag(S(B,B)) []'].to_numpy()[filt]*np.sin(data['cang_deg_val(S(B,B)) []'].to_numpy()[filt]*2*np.pi/360),
+                imY = data['im(Y(sl,sl)) []'].to_numpy()[filt],
+                ))
+        return HFSS_dicts

+        
+
[docs]    def fit_modes(self, *args, bounds = None, f0Guess_arr = None, Qguess = (1e2, 1e4), window_size = 600e6, plot = False):
+        QextGuess, QintGuess = Qguess
+        magBackGuess = 1
+        
+        HFSS_inductances, HFSS_res_freqs, HFSS_kappas = [], [], []
+        
+        for i, md in enumerate(args): 
+            # print(type(f0Guess_arr))
+            if type(f0Guess_arr) == np.ndarray: 
+                f0Guess_arr = np.copy(f0Guess_arr)
+                filt = (md['freqrad']>f0Guess_arr[i]-window_size/2)*(md['freqrad']<f0Guess_arr[i]+window_size/2)
+                f0Guess = f0Guess_arr[i]
+            else: 
+                filt = np.ones(np.size(md['freqrad'])).astype(bool)
+                # print(np.diff(md['phaserad']))
+                # plt.plot(md['freq'][:-1]/1e9, np.diff(md['phaserad']))
+                f0Guess = md['freq'][np.argmin(np.diff(md['phaserad']))]*2*np.pi
+                
+            if bounds == None: 
+                bounds = ([QextGuess / 10, QintGuess /10, f0Guess-500e6, magBackGuess / 2, 0],
+                          [QextGuess * 10, QintGuess * 10, f0Guess+500e6, magBackGuess * 2, np.pi])
+            
+            popt, pcov = fit(md['freqrad'][filt], md['real'][filt], md['imag'][filt], md['mag'][filt], md['phaserad'][filt], Qguess = Qguess, f0Guess = f0Guess, phaseGuess = 0)
+            if plot: 
+                plotRes(md['freqrad'], md['real'], md['imag'], md['mag'], md['phaserad'], popt)
+                
+            Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+            kappa = popt[2]/2/np.pi/Qtot
+            f0 = popt[2]/(2*np.pi)
+            inductance = md['SNAIL_inductance']
+            
+            HFSS_inductances.append(inductance)
+            HFSS_res_freqs.append(f0)
+            HFSS_kappas.append(kappa)
+            
+        return HFSS_inductances, HFSS_res_freqs, HFSS_kappas

+    
+
[docs]    def find_res_from_admittance(freq, admittance): 
+        pass

+    
+
[docs]    def g3_from_admittance(self, Ej_large, omegas, Imy, res_omega, res_phi, c3_func): 
+        f_res_loc = np.argmin(np.abs(omegas-res_omega))
+        Zpeff = 2/(res_omega*np.gradient(Imy)[f_res_loc])
+        return Ej_large*c3_func(res_phi)*(2*np.pi/self.phi0*np.sqrt(self.hbar/2*Zpeff))**3

+        
+    
+if __name__ == '__main__': 
+    SA = SnailAmp()
+    HFSS_filepath = r'D:\HFSS_Sims\SA_2X\mode_s.csv'
+    HFSS_dicts = SA.process_HFSS_sweep(HFSS_filepath)
+    #fit all of them, try to choose a guess frequency and Q's that cooperate with all of them
+    HFSS_inductances, HFSS_res_freqs, HFSS_kappas = SA.fit_modes(*HFSS_dicts, 
+                                                                  Qguess = (5e1,1e3), 
+                                                                  window_size = 100e6, 
+                                                                  plot = True, 
+                                                                  f0Guess_arr = None)
+    HFSS_inductances = np.array(HFSS_inductances)
+    HFSS_kappas = np.array(HFSS_kappas)
+    
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+        
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_static/basic.css b/sdocs/build/html/_static/basic.css new file mode 100644 index 0000000..912859b --- /dev/null +++ b/sdocs/build/html/_static/basic.css @@ -0,0 +1,904 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; + margin-right: 5px; +} + +/* -- sidebar --------------------------------------------------------------- */ + +div.sphinxsidebarwrapper { + padding: 10px 5px 0 10px; +} + +div.sphinxsidebar { + float: left; + width: 230px; + margin-left: -100%; + font-size: 90%; + word-wrap: break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + +div.sphinxsidebar #searchbox input[type="text"] { + float: left; + width: 80%; + padding: 0.25em; + box-sizing: border-box; +} + +div.sphinxsidebar #searchbox input[type="submit"] { + float: left; + width: 20%; + border-left: none; + padding: 0.25em; + box-sizing: border-box; +} + + +img { + border: 0; + max-width: 100%; +} + +/* -- search page ----------------------------------------------------------- */ + +ul.search { + margin: 10px 0 0 20px; + padding: 0; +} + +ul.search li { + padding: 5px 0 5px 20px; + background-image: url(file.png); + background-repeat: no-repeat; + background-position: 0 7px; +} + +ul.search li a { + font-weight: bold; +} + +ul.search li p.context { + color: #888; + margin: 2px 0 0 30px; + text-align: left; +} + +ul.keywordmatches li.goodmatch a { + font-weight: bold; +} + +/* -- index page ------------------------------------------------------------ */ + +table.contentstable { + width: 90%; + margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +/* -- domain module index --------------------------------------------------- */ + +table.modindextable td { + padding: 2px; + border-collapse: collapse; +} + +/* -- general body styles --------------------------------------------------- */ + +div.body { + min-width: 450px; + max-width: 800px; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + -moz-hyphens: auto; + -ms-hyphens: auto; + -webkit-hyphens: auto; + hyphens: auto; +} + +a.headerlink { + visibility: hidden; +} + +a.brackets:before, +span.brackets > a:before{ + content: "["; +} + +a.brackets:after, +span.brackets > a:after { + content: "]"; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink, +dt:hover > a.headerlink, +caption:hover > a.headerlink, +p.caption:hover > a.headerlink, +div.code-block-caption:hover > a.headerlink { + visibility: visible; +} + +div.body p.caption { + text-align: inherit; +} + +div.body td { + text-align: left; +} + +.first { + margin-top: 0 !important; +} + +p.rubric { + margin-top: 30px; + font-weight: bold; +} + +img.align-left, figure.align-left, .figure.align-left, object.align-left { + clear: left; + float: left; + margin-right: 1em; +} + +img.align-right, figure.align-right, .figure.align-right, object.align-right { + clear: right; + float: right; + margin-left: 1em; +} + +img.align-center, figure.align-center, .figure.align-center, object.align-center { + display: block; + margin-left: auto; + margin-right: auto; +} + +img.align-default, figure.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + +.align-left { + text-align: left; +} + +.align-center { + text-align: center; +} + +.align-default { + text-align: center; +} + +.align-right { + text-align: right; +} + +/* -- sidebars -------------------------------------------------------------- */ + +div.sidebar, +aside.sidebar { + margin: 0 0 0.5em 1em; + border: 1px solid #ddb; + padding: 7px; + background-color: #ffe; + width: 40%; + float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} + +table.align-default { + margin-left: auto; + margin-right: auto; +} + +table caption span.caption-number { + font-style: italic; +} + +table caption span.caption-text { +} + +table.docutils td, table.docutils th { + padding: 1px 8px 1px 5px; + border-top: 0; + border-left: 0; + border-right: 0; + border-bottom: 1px solid #aaa; +} + +table.footnote td, table.footnote th { + border: 0 !important; +} + +th { + text-align: left; + padding-right: 5px; +} + +table.citation { + border-left: solid 1px gray; + margin-left: 1px; +} + +table.citation td { + border-bottom: none; +} + +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + +/* -- figures --------------------------------------------------------------- */ + +div.figure, figure { + margin: 0.5em; + padding: 0.5em; +} + +div.figure p.caption, figcaption { + padding: 0.3em; +} + +div.figure p.caption span.caption-number, +figcaption span.caption-number { + font-style: italic; +} + +div.figure p.caption span.caption-text, +figcaption span.caption-text { +} + +/* -- field list styles ----------------------------------------------------- */ + +table.field-list td, table.field-list th { + border: 0 !important; +} + +.field-list ul { + margin: 0; + padding-left: 1em; +} + +.field-list p { + margin: 0; +} + +.field-name { + -moz-hyphens: manual; + -ms-hyphens: manual; + -webkit-hyphens: manual; + hyphens: manual; +} + +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + +/* -- object description styles --------------------------------------------- */ + +.sig { + font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; +} + +.sig-name, code.descname { + background-color: transparent; + font-weight: bold; +} + +.sig-name { + font-size: 1.1em; +} + +code.descname { + font-size: 1.2em; +} + +.sig-prename, code.descclassname { + background-color: transparent; +} + +.optional { + font-size: 1.3em; +} + +.sig-paren { + font-size: larger; +} + +.sig-param.n { + font-style: italic; +} + +/* C++ specific styling */ + +.sig-inline.c-texpr, +.sig-inline.cpp-texpr { + font-family: unset; +} + +.sig.c .k, .sig.c .kt, +.sig.cpp .k, .sig.cpp .kt { + color: #0033B3; +} + +.sig.c .m, +.sig.cpp .m { + color: #1750EB; +} + +.sig.c .s, .sig.c .sc, +.sig.cpp .s, .sig.cpp .sc { + color: #067D17; +} + + +/* -- other body styles ----------------------------------------------------- */ + +ol.arabic { + list-style: decimal; +} + +ol.loweralpha { + list-style: lower-alpha; +} + +ol.upperalpha { + list-style: upper-alpha; +} + +ol.lowerroman { + list-style: lower-roman; +} + +ol.upperroman { + list-style: upper-roman; +} + +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +dl.footnote > dt, +dl.citation > dt { + float: left; + margin-right: 0.5em; +} + +dl.footnote > dd, +dl.citation > dd { + margin-bottom: 0em; +} + +dl.footnote > dd:after, +dl.citation > dd:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dt:after { + content: ":"; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0.5em; + content: ":"; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/sdocs/build/html/_static/classic.css b/sdocs/build/html/_static/classic.css new file mode 100644 index 0000000..7d9573a --- /dev/null +++ b/sdocs/build/html/_static/classic.css @@ -0,0 +1,266 @@ +/* + * classic.css_t + * ~~~~~~~~~~~~~ + * + * Sphinx stylesheet -- classic theme. + * + * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +@import url("basic.css"); + +/* -- page layout ----------------------------------------------------------- */ + +html { + /* CSS hack for macOS's scrollbar (see #1125) */ + background-color: #FFFFFF; +} + +body { + font-family: sans-serif; + font-size: 100%; + background-color: #11303d; + color: #000; + margin: 0; + padding: 0; +} + +div.document { + background-color: #1c4e63; +} + +div.documentwrapper { + float: left; + width: 100%; +} + +div.bodywrapper { + margin: 0 0 0 230px; +} + +div.body { + background-color: azure; + color: #000000; + padding: 0 20px 30px 20px; +} + +div.footer { + color: #ffffff; + width: 100%; + padding: 9px 0 9px 0; + text-align: center; + font-size: 75%; +} + +div.footer a { + color: #ffffff; + text-decoration: underline; +} + +div.related { + background-color: #133f52; + line-height: 30px; + color: #ffffff; +} + +div.related a { + color: #ffffff; +} + +div.sphinxsidebar { +} + +div.sphinxsidebar h3 { + font-family: 'Trebuchet MS', sans-serif; + color: #ffffff; + font-size: 1.4em; + font-weight: normal; + margin: 0; + padding: 0; +} + +div.sphinxsidebar h3 a { + color: #ffffff; +} + +div.sphinxsidebar h4 { + font-family: 'Trebuchet MS', sans-serif; + color: #ffffff; + font-size: 1.3em; + font-weight: normal; + margin: 5px 0 0 0; + padding: 0; +} + +div.sphinxsidebar p { + color: #ffffff; +} + +div.sphinxsidebar p.topless { + margin: 5px 10px 10px 10px; +} + +div.sphinxsidebar ul { + margin: 10px; + padding: 0; + color: #ffffff; +} + +div.sphinxsidebar a { + color: #98dbcc; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + + + +/* -- hyperlink styles ------------------------------------------------------ */ + +a { + color: #355f7c; + text-decoration: none; +} + +a:visited { + color: #355f7c; + text-decoration: none; +} + +a:hover { + text-decoration: underline; +} + + + +/* -- body styles ----------------------------------------------------------- */ + +div.body h1, +div.body h2, +div.body h3, +div.body h4, +div.body h5, +div.body h6 { + font-family: 'Trebuchet MS', sans-serif; + background-color: #f2f2f2; + font-weight: normal; + color: #20435c; + border-bottom: 1px solid #ccc; + margin: 20px -20px 10px -20px; + padding: 3px 0 3px 10px; +} + +div.body h1 { margin-top: 0; font-size: 200%; } +div.body h2 { font-size: 160%; } +div.body h3 { font-size: 140%; } +div.body h4 { font-size: 120%; } +div.body h5 { font-size: 110%; } +div.body h6 { font-size: 100%; } + +a.headerlink { + color: #c60f0f; + font-size: 0.8em; + padding: 0 4px 0 4px; + text-decoration: none; +} + +a.headerlink:hover { + background-color: #c60f0f; + color: white; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + text-align: justify; + line-height: 130%; +} + +div.admonition p.admonition-title + p { + display: inline; +} + +div.admonition p { + margin-bottom: 5px; +} + +div.admonition pre { + margin-bottom: 5px; +} + +div.admonition ul, div.admonition ol { + margin-bottom: 5px; +} + +div.note { + background-color: #eee; + border: 1px solid #ccc; +} + +div.seealso { + background-color: #ffc; + border: 1px solid #ff6; +} + +div.topic { + background-color: #eee; +} + +div.warning { + background-color: #ffe4e4; + border: 1px solid #f66; +} + +p.admonition-title { + display: inline; +} + +p.admonition-title:after { + content: ":"; +} + +pre { + padding: 5px; + background-color: unset; + color: unset; + line-height: 120%; + border: 1px solid #ac9; + border-left: none; + border-right: none; +} + +code { + background-color: #ecf0f3; + padding: 0 1px 0 1px; + font-size: 0.95em; +} + +th, dl.field-list > dt { + background-color: #ede; +} + +.warning code { + background: #efc2c2; +} + +.note code { + background: #d6d6d6; +} + +.viewcode-back { + font-family: sans-serif; +} + +div.viewcode-block:target { + background-color: #f4debf; + border-top: 1px solid #ac9; + border-bottom: 1px solid #ac9; +} + +div.code-block-caption { + color: #efefef; + background-color: #1c4e63; +} \ No newline at end of file diff --git a/sdocs/build/html/_static/doctools.js b/sdocs/build/html/_static/doctools.js new file mode 100644 index 0000000..8cbf1b1 --- /dev/null +++ b/sdocs/build/html/_static/doctools.js @@ -0,0 +1,323 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Sphinx JavaScript utilities for all documentation. + * + * :copyright: Copyright 2007-2021 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/** + * select a different prefix for underscore + */ +$u = _.noConflict(); + +/** + * make the code below compatible with browsers without + * an installed firebug like debugger +if (!window.console || !console.firebug) { + var names = ["log", "debug", "info", "warn", "error", "assert", "dir", + "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace", + "profile", "profileEnd"]; + window.console = {}; + for (var i = 0; i < names.length; ++i) + window.console[names[i]] = function() {}; +} + */ + +/** + * small helper function to urldecode strings + * + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL + */ +jQuery.urldecode = function(x) { + if (!x) { + return x + } + return decodeURIComponent(x.replace(/\+/g, ' ')); +}; + +/** + * small helper function to urlencode strings + */ +jQuery.urlencode = encodeURIComponent; + +/** + * This function returns the parsed url parameters of the + * current request. Multiple values per key are supported, + * it will always return arrays of strings for the value parts. + */ +jQuery.getQueryParameters = function(s) { + if (typeof s === 'undefined') + s = document.location.search; + var parts = s.substr(s.indexOf('?') + 1).split('&'); + var result = {}; + for (var i = 0; i < parts.length; i++) { + var tmp = parts[i].split('=', 2); + var key = jQuery.urldecode(tmp[0]); + var value = jQuery.urldecode(tmp[1]); + if (key in result) + result[key].push(value); + else + result[key] = [value]; + } + return result; +}; + +/** + * highlight a given string on a jquery object by wrapping it in + * span elements with the given class name. + */ +jQuery.fn.highlightText = function(text, className) { + function highlight(node, addItems) { + if (node.nodeType === 3) { + var val = node.nodeValue; + var pos = val.toLowerCase().indexOf(text); + if (pos >= 0 && + !jQuery(node.parentNode).hasClass(className) && + !jQuery(node.parentNode).hasClass("nohighlight")) { + var span; + var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.className = className; + } + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + node.parentNode.insertBefore(span, node.parentNode.insertBefore( + document.createTextNode(val.substr(pos + text.length)), + node.nextSibling)); + node.nodeValue = val.substr(0, pos); + if (isInSVG) { + var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); + var bbox = node.parentElement.getBBox(); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute('class', className); + addItems.push({ + "parent": node.parentNode, + "target": rect}); + } + } + } + else if (!jQuery(node).is("button, select, textarea")) { + jQuery.each(node.childNodes, function() { + highlight(this, addItems); + }); + } + } + var addItems = []; + var result = this.each(function() { + highlight(this, addItems); + }); + for (var i = 0; i < addItems.length; ++i) { + jQuery(addItems[i].parent).before(addItems[i].target); + } + return result; +}; + +/* + * backward compatibility for jQuery.browser + * This will be supported until firefox bug is fixed. + */ +if (!jQuery.browser) { + jQuery.uaMatch = function(ua) { + ua = ua.toLowerCase(); + + var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || + /(webkit)[ \/]([\w.]+)/.exec(ua) || + /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || + /(msie) ([\w.]+)/.exec(ua) || + ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || + []; + + return { + browser: match[ 1 ] || "", + version: match[ 2 ] || "0" + }; + }; + jQuery.browser = {}; + jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; +} + +/** + * Small JavaScript module for the documentation. + */ +var Documentation = { + + init : function() { + this.fixFirefoxAnchorBug(); + this.highlightSearchWords(); + this.initIndexTable(); + if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { + this.initOnKeyListeners(); + } + }, + + /** + * i18n support + */ + TRANSLATIONS : {}, + PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, + LOCALE : 'unknown', + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext : function(string) { + var translated = Documentation.TRANSLATIONS[string]; + if (typeof translated === 'undefined') + return string; + return (typeof translated === 'string') ? translated : translated[0]; + }, + + ngettext : function(singular, plural, n) { + var translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated === 'undefined') + return (n == 1) ? singular : plural; + return translated[Documentation.PLURALEXPR(n)]; + }, + + addTranslations : function(catalog) { + for (var key in catalog.messages) + this.TRANSLATIONS[key] = catalog.messages[key]; + this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); + this.LOCALE = catalog.locale; + }, + + /** + * add context elements like header anchor links + */ + addContextElements : function() { + $('div[id] > :header:first').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this headline')). + appendTo(this); + }); + $('dt[id]').each(function() { + $('\u00B6'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this definition')). + appendTo(this); + }); + }, + + /** + * workaround a firefox stupidity + * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 + */ + fixFirefoxAnchorBug : function() { + if (document.location.hash && $.browser.mozilla) + window.setTimeout(function() { + document.location.href += ''; + }, 10); + }, + + /** + * highlight the search words provided in the url in the text + */ + highlightSearchWords : function() { + var params = $.getQueryParameters(); + var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; + if (terms.length) { + var body = $('div.body'); + if (!body.length) { + body = $('body'); + } + window.setTimeout(function() { + $.each(terms, function() { + body.highlightText(this.toLowerCase(), 'highlighted'); + }); + }, 10); + $('

' + _('Hide Search Matches') + '

') + .appendTo($('#searchbox')); + } + }, + + /** + * init the domain index toggle buttons + */ + initIndexTable : function() { + var togglers = $('img.toggler').click(function() { + var src = $(this).attr('src'); + var idnum = $(this).attr('id').substr(7); + $('tr.cg-' + idnum).toggle(); + if (src.substr(-9) === 'minus.png') + $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); + else + $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); + }).css('display', ''); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) { + togglers.click(); + } + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords : function() { + $('#searchbox .highlight-link').fadeOut(300); + $('span.highlighted').removeClass('highlighted'); + }, + + /** + * make the url absolute + */ + makeURL : function(relativeURL) { + return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL; + }, + + /** + * get the current relative url + */ + getCurrentURL : function() { + var path = document.location.pathname; + var parts = path.split(/\//); + $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { + if (this === '..') + parts.pop(); + }); + var url = parts.join('/'); + return path.substring(url.lastIndexOf('/') + 1, path.length - 1); + }, + + initOnKeyListeners: function() { + $(document).keydown(function(event) { + var activeElementType = document.activeElement.tagName; + // don't navigate when in search box, textarea, dropdown or button + if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT' + && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey + && !event.shiftKey) { + switch (event.keyCode) { + case 37: // left + var prevHref = $('link[rel="prev"]').prop('href'); + if (prevHref) { + window.location.href = prevHref; + return false; + } + break; + case 39: // right + var nextHref = $('link[rel="next"]').prop('href'); + if (nextHref) { + window.location.href = nextHref; + return false; + } + break; + } + } + }); + } +}; + +// quick alias for translations +_ = Documentation.gettext; + +$(document).ready(function() { + Documentation.init(); +}); diff --git a/sdocs/build/html/_static/documentation_options.js b/sdocs/build/html/_static/documentation_options.js new file mode 100644 index 0000000..8839ac8 --- /dev/null +++ b/sdocs/build/html/_static/documentation_options.js @@ -0,0 +1,12 @@ +var DOCUMENTATION_OPTIONS = { + URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), + VERSION: '0.1', + LANGUAGE: 'None', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: false +}; \ No newline at end of file diff --git a/sdocs/build/html/_static/file.png b/sdocs/build/html/_static/file.png new file mode 100644 index 0000000000000000000000000000000000000000..a858a410e4faa62ce324d814e4b816fff83a6fb3 GIT binary patch literal 286 zcmV+(0pb3MP)s`hMrGg#P~ix$^RISR_I47Y|r1 z_CyJOe}D1){SET-^Amu_i71Lt6eYfZjRyw@I6OQAIXXHDfiX^GbOlHe=Ae4>0m)d(f|Me07*qoM6N<$f}vM^LjV8( literal 0 HcmV?d00001 diff --git a/sdocs/build/html/_static/jquery-3.5.1.js b/sdocs/build/html/_static/jquery-3.5.1.js new file mode 100644 index 0000000..5093733 --- /dev/null +++ b/sdocs/build/html/_static/jquery-3.5.1.js @@ -0,0 +1,10872 @@ +/*! + * jQuery JavaScript Library v3.5.1 + * https://jquery.com/ + * + * Includes Sizzle.js + * https://sizzlejs.com/ + * + * Copyright JS Foundation and other contributors + * Released under the MIT license + * https://jquery.org/license + * + * Date: 2020-05-04T22:49Z + */ +( function( global, factory ) { + + "use strict"; + + if ( typeof module === "object" && typeof module.exports === "object" ) { + + // For CommonJS and CommonJS-like environments where a proper `window` + // is present, execute the factory and get jQuery. + // For environments that do not have a `window` with a `document` + // (such as Node.js), expose a factory as module.exports. + // This accentuates the need for the creation of a real `window`. + // e.g. var jQuery = require("jquery")(window); + // See ticket #14549 for more info. + module.exports = global.document ? + factory( global, true ) : + function( w ) { + if ( !w.document ) { + throw new Error( "jQuery requires a window with a document" ); + } + return factory( w ); + }; + } else { + factory( global ); + } + +// Pass this if window is not defined yet +} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) { + +// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1 +// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode +// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common +// enough that all such attempts are guarded in a try block. +"use strict"; + +var arr = []; + +var getProto = Object.getPrototypeOf; + +var slice = arr.slice; + +var flat = arr.flat ? function( array ) { + return arr.flat.call( array ); +} : function( array ) { + return arr.concat.apply( [], array ); +}; + + +var push = arr.push; + +var indexOf = arr.indexOf; + +var class2type = {}; + +var toString = class2type.toString; + +var hasOwn = class2type.hasOwnProperty; + +var fnToString = hasOwn.toString; + +var ObjectFunctionString = fnToString.call( Object ); + +var support = {}; + +var isFunction = function isFunction( obj ) { + + // Support: Chrome <=57, Firefox <=52 + // In some browsers, typeof returns "function" for HTML elements + // (i.e., `typeof document.createElement( "object" ) === "function"`). + // We don't want to classify *any* DOM node as a function. + return typeof obj === "function" && typeof obj.nodeType !== "number"; + }; + + +var isWindow = function isWindow( obj ) { + return obj != null && obj === obj.window; + }; + + +var document = window.document; + + + + var preservedScriptAttributes = { + type: true, + src: true, + nonce: true, + noModule: true + }; + + function DOMEval( code, node, doc ) { + doc = doc || document; + + var i, val, + script = doc.createElement( "script" ); + + script.text = code; + if ( node ) { + for ( i in preservedScriptAttributes ) { + + // Support: Firefox 64+, Edge 18+ + // Some browsers don't support the "nonce" property on scripts. + // On the other hand, just using `getAttribute` is not enough as + // the `nonce` attribute is reset to an empty string whenever it + // becomes browsing-context connected. + // See https://github.com/whatwg/html/issues/2369 + // See https://html.spec.whatwg.org/#nonce-attributes + // The `node.getAttribute` check was added for the sake of + // `jQuery.globalEval` so that it can fake a nonce-containing node + // via an object. + val = node[ i ] || node.getAttribute && node.getAttribute( i ); + if ( val ) { + script.setAttribute( i, val ); + } + } + } + doc.head.appendChild( script ).parentNode.removeChild( script ); + } + + +function toType( obj ) { + if ( obj == null ) { + return obj + ""; + } + + // Support: Android <=2.3 only (functionish RegExp) + return typeof obj === "object" || typeof obj === "function" ? + class2type[ toString.call( obj ) ] || "object" : + typeof obj; +} +/* global Symbol */ +// Defining this global in .eslintrc.json would create a danger of using the global +// unguarded in another place, it seems safer to define global only for this module + + + +var + version = "3.5.1", + + // Define a local copy of jQuery + jQuery = function( selector, context ) { + + // The jQuery object is actually just the init constructor 'enhanced' + // Need init if jQuery is called (just allow error to be thrown if not included) + return new jQuery.fn.init( selector, context ); + }; + +jQuery.fn = jQuery.prototype = { + + // The current version of jQuery being used + jquery: version, + + constructor: jQuery, + + // The default length of a jQuery object is 0 + length: 0, + + toArray: function() { + return slice.call( this ); + }, + + // Get the Nth element in the matched element set OR + // Get the whole matched element set as a clean array + get: function( num ) { + + // Return all the elements in a clean array + if ( num == null ) { + return slice.call( this ); + } + + // Return just the one element from the set + return num < 0 ? this[ num + this.length ] : this[ num ]; + }, + + // Take an array of elements and push it onto the stack + // (returning the new matched element set) + pushStack: function( elems ) { + + // Build a new jQuery matched element set + var ret = jQuery.merge( this.constructor(), elems ); + + // Add the old object onto the stack (as a reference) + ret.prevObject = this; + + // Return the newly-formed element set + return ret; + }, + + // Execute a callback for every element in the matched set. + each: function( callback ) { + return jQuery.each( this, callback ); + }, + + map: function( callback ) { + return this.pushStack( jQuery.map( this, function( elem, i ) { + return callback.call( elem, i, elem ); + } ) ); + }, + + slice: function() { + return this.pushStack( slice.apply( this, arguments ) ); + }, + + first: function() { + return this.eq( 0 ); + }, + + last: function() { + return this.eq( -1 ); + }, + + even: function() { + return this.pushStack( jQuery.grep( this, function( _elem, i ) { + return ( i + 1 ) % 2; + } ) ); + }, + + odd: function() { + return this.pushStack( jQuery.grep( this, function( _elem, i ) { + return i % 2; + } ) ); + }, + + eq: function( i ) { + var len = this.length, + j = +i + ( i < 0 ? len : 0 ); + return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] ); + }, + + end: function() { + return this.prevObject || this.constructor(); + }, + + // For internal use only. + // Behaves like an Array's method, not like a jQuery method. + push: push, + sort: arr.sort, + splice: arr.splice +}; + +jQuery.extend = jQuery.fn.extend = function() { + var options, name, src, copy, copyIsArray, clone, + target = arguments[ 0 ] || {}, + i = 1, + length = arguments.length, + deep = false; + + // Handle a deep copy situation + if ( typeof target === "boolean" ) { + deep = target; + + // Skip the boolean and the target + target = arguments[ i ] || {}; + i++; + } + + // Handle case when target is a string or something (possible in deep copy) + if ( typeof target !== "object" && !isFunction( target ) ) { + target = {}; + } + + // Extend jQuery itself if only one argument is passed + if ( i === length ) { + target = this; + i--; + } + + for ( ; i < length; i++ ) { + + // Only deal with non-null/undefined values + if ( ( options = arguments[ i ] ) != null ) { + + // Extend the base object + for ( name in options ) { + copy = options[ name ]; + + // Prevent Object.prototype pollution + // Prevent never-ending loop + if ( name === "__proto__" || target === copy ) { + continue; + } + + // Recurse if we're merging plain objects or arrays + if ( deep && copy && ( jQuery.isPlainObject( copy ) || + ( copyIsArray = Array.isArray( copy ) ) ) ) { + src = target[ name ]; + + // Ensure proper type for the source value + if ( copyIsArray && !Array.isArray( src ) ) { + clone = []; + } else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) { + clone = {}; + } else { + clone = src; + } + copyIsArray = false; + + // Never move original objects, clone them + target[ name ] = jQuery.extend( deep, clone, copy ); + + // Don't bring in undefined values + } else if ( copy !== undefined ) { + target[ name ] = copy; + } + } + } + } + + // Return the modified object + return target; +}; + +jQuery.extend( { + + // Unique for each copy of jQuery on the page + expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), + + // Assume jQuery is ready without the ready module + isReady: true, + + error: function( msg ) { + throw new Error( msg ); + }, + + noop: function() {}, + + isPlainObject: function( obj ) { + var proto, Ctor; + + // Detect obvious negatives + // Use toString instead of jQuery.type to catch host objects + if ( !obj || toString.call( obj ) !== "[object Object]" ) { + return false; + } + + proto = getProto( obj ); + + // Objects with no prototype (e.g., `Object.create( null )`) are plain + if ( !proto ) { + return true; + } + + // Objects with prototype are plain iff they were constructed by a global Object function + Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; + return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; + }, + + isEmptyObject: function( obj ) { + var name; + + for ( name in obj ) { + return false; + } + return true; + }, + + // Evaluates a script in a provided context; falls back to the global one + // if not specified. + globalEval: function( code, options, doc ) { + DOMEval( code, { nonce: options && options.nonce }, doc ); + }, + + each: function( obj, callback ) { + var length, i = 0; + + if ( isArrayLike( obj ) ) { + length = obj.length; + for ( ; i < length; i++ ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } else { + for ( i in obj ) { + if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { + break; + } + } + } + + return obj; + }, + + // results is for internal usage only + makeArray: function( arr, results ) { + var ret = results || []; + + if ( arr != null ) { + if ( isArrayLike( Object( arr ) ) ) { + jQuery.merge( ret, + typeof arr === "string" ? + [ arr ] : arr + ); + } else { + push.call( ret, arr ); + } + } + + return ret; + }, + + inArray: function( elem, arr, i ) { + return arr == null ? -1 : indexOf.call( arr, elem, i ); + }, + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + merge: function( first, second ) { + var len = +second.length, + j = 0, + i = first.length; + + for ( ; j < len; j++ ) { + first[ i++ ] = second[ j ]; + } + + first.length = i; + + return first; + }, + + grep: function( elems, callback, invert ) { + var callbackInverse, + matches = [], + i = 0, + length = elems.length, + callbackExpect = !invert; + + // Go through the array, only saving the items + // that pass the validator function + for ( ; i < length; i++ ) { + callbackInverse = !callback( elems[ i ], i ); + if ( callbackInverse !== callbackExpect ) { + matches.push( elems[ i ] ); + } + } + + return matches; + }, + + // arg is for internal usage only + map: function( elems, callback, arg ) { + var length, value, + i = 0, + ret = []; + + // Go through the array, translating each of the items to their new values + if ( isArrayLike( elems ) ) { + length = elems.length; + for ( ; i < length; i++ ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + + // Go through every key on the object, + } else { + for ( i in elems ) { + value = callback( elems[ i ], i, arg ); + + if ( value != null ) { + ret.push( value ); + } + } + } + + // Flatten any nested arrays + return flat( ret ); + }, + + // A global GUID counter for objects + guid: 1, + + // jQuery.support is not used in Core but other projects attach their + // properties to it so it needs to exist. + support: support +} ); + +if ( typeof Symbol === "function" ) { + jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; +} + +// Populate the class2type map +jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), +function( _i, name ) { + class2type[ "[object " + name + "]" ] = name.toLowerCase(); +} ); + +function isArrayLike( obj ) { + + // Support: real iOS 8.2 only (not reproducible in simulator) + // `in` check used to prevent JIT error (gh-2145) + // hasOwn isn't used here due to false negatives + // regarding Nodelist length in IE + var length = !!obj && "length" in obj && obj.length, + type = toType( obj ); + + if ( isFunction( obj ) || isWindow( obj ) ) { + return false; + } + + return type === "array" || length === 0 || + typeof length === "number" && length > 0 && ( length - 1 ) in obj; +} +var Sizzle = +/*! + * Sizzle CSS Selector Engine v2.3.5 + * https://sizzlejs.com/ + * + * Copyright JS Foundation and other contributors + * Released under the MIT license + * https://js.foundation/ + * + * Date: 2020-03-14 + */ +( function( window ) { +var i, + support, + Expr, + getText, + isXML, + tokenize, + compile, + select, + outermostContext, + sortInput, + hasDuplicate, + + // Local document vars + setDocument, + document, + docElem, + documentIsHTML, + rbuggyQSA, + rbuggyMatches, + matches, + contains, + + // Instance-specific data + expando = "sizzle" + 1 * new Date(), + preferredDoc = window.document, + dirruns = 0, + done = 0, + classCache = createCache(), + tokenCache = createCache(), + compilerCache = createCache(), + nonnativeSelectorCache = createCache(), + sortOrder = function( a, b ) { + if ( a === b ) { + hasDuplicate = true; + } + return 0; + }, + + // Instance methods + hasOwn = ( {} ).hasOwnProperty, + arr = [], + pop = arr.pop, + pushNative = arr.push, + push = arr.push, + slice = arr.slice, + + // Use a stripped-down indexOf as it's faster than native + // https://jsperf.com/thor-indexof-vs-for/5 + indexOf = function( list, elem ) { + var i = 0, + len = list.length; + for ( ; i < len; i++ ) { + if ( list[ i ] === elem ) { + return i; + } + } + return -1; + }, + + booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" + + "ismap|loop|multiple|open|readonly|required|scoped", + + // Regular expressions + + // http://www.w3.org/TR/css3-selectors/#whitespace + whitespace = "[\\x20\\t\\r\\n\\f]", + + // https://www.w3.org/TR/css-syntax-3/#ident-token-diagram + identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace + + "?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+", + + // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors + attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + + + // Operator (capture 2) + "*([*^$|!~]?=)" + whitespace + + + // "Attribute values must be CSS identifiers [capture 5] + // or strings [capture 3 or capture 4]" + "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + + whitespace + "*\\]", + + pseudos = ":(" + identifier + ")(?:\\((" + + + // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: + // 1. quoted (capture 3; capture 4 or capture 5) + "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + + + // 2. simple (capture 6) + "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + + + // 3. anything else (capture 2) + ".*" + + ")\\)|)", + + // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter + rwhitespace = new RegExp( whitespace + "+", "g" ), + rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + + whitespace + "+$", "g" ), + + rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), + rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + + "*" ), + rdescend = new RegExp( whitespace + "|>" ), + + rpseudo = new RegExp( pseudos ), + ridentifier = new RegExp( "^" + identifier + "$" ), + + matchExpr = { + "ID": new RegExp( "^#(" + identifier + ")" ), + "CLASS": new RegExp( "^\\.(" + identifier + ")" ), + "TAG": new RegExp( "^(" + identifier + "|[*])" ), + "ATTR": new RegExp( "^" + attributes ), + "PSEUDO": new RegExp( "^" + pseudos ), + "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + + whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + + whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), + "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), + + // For use in libraries implementing .is() + // We use this for POS matching in `select` + "needsContext": new RegExp( "^" + whitespace + + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace + + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) + }, + + rhtml = /HTML$/i, + rinputs = /^(?:input|select|textarea|button)$/i, + rheader = /^h\d$/i, + + rnative = /^[^{]+\{\s*\[native \w/, + + // Easily-parseable/retrievable ID or TAG or CLASS selectors + rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, + + rsibling = /[+~]/, + + // CSS escapes + // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters + runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ), + funescape = function( escape, nonHex ) { + var high = "0x" + escape.slice( 1 ) - 0x10000; + + return nonHex ? + + // Strip the backslash prefix from a non-hex escape sequence + nonHex : + + // Replace a hexadecimal escape sequence with the encoded Unicode code point + // Support: IE <=11+ + // For values outside the Basic Multilingual Plane (BMP), manually construct a + // surrogate pair + high < 0 ? + String.fromCharCode( high + 0x10000 ) : + String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); + }, + + // CSS string/identifier serialization + // https://drafts.csswg.org/cssom/#common-serializing-idioms + rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g, + fcssescape = function( ch, asCodePoint ) { + if ( asCodePoint ) { + + // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER + if ( ch === "\0" ) { + return "\uFFFD"; + } + + // Control characters and (dependent upon position) numbers get escaped as code points + return ch.slice( 0, -1 ) + "\\" + + ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; + } + + // Other potentially-special ASCII characters get backslash-escaped + return "\\" + ch; + }, + + // Used for iframes + // See setDocument() + // Removing the function wrapper causes a "Permission Denied" + // error in IE + unloadHandler = function() { + setDocument(); + }, + + inDisabledFieldset = addCombinator( + function( elem ) { + return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset"; + }, + { dir: "parentNode", next: "legend" } + ); + +// Optimize for push.apply( _, NodeList ) +try { + push.apply( + ( arr = slice.call( preferredDoc.childNodes ) ), + preferredDoc.childNodes + ); + + // Support: Android<4.0 + // Detect silently failing push.apply + // eslint-disable-next-line no-unused-expressions + arr[ preferredDoc.childNodes.length ].nodeType; +} catch ( e ) { + push = { apply: arr.length ? + + // Leverage slice if possible + function( target, els ) { + pushNative.apply( target, slice.call( els ) ); + } : + + // Support: IE<9 + // Otherwise append directly + function( target, els ) { + var j = target.length, + i = 0; + + // Can't trust NodeList.length + while ( ( target[ j++ ] = els[ i++ ] ) ) {} + target.length = j - 1; + } + }; +} + +function Sizzle( selector, context, results, seed ) { + var m, i, elem, nid, match, groups, newSelector, + newContext = context && context.ownerDocument, + + // nodeType defaults to 9, since context defaults to document + nodeType = context ? context.nodeType : 9; + + results = results || []; + + // Return early from calls with invalid selector or context + if ( typeof selector !== "string" || !selector || + nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { + + return results; + } + + // Try to shortcut find operations (as opposed to filters) in HTML documents + if ( !seed ) { + setDocument( context ); + context = context || document; + + if ( documentIsHTML ) { + + // If the selector is sufficiently simple, try using a "get*By*" DOM method + // (excepting DocumentFragment context, where the methods don't exist) + if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) { + + // ID selector + if ( ( m = match[ 1 ] ) ) { + + // Document context + if ( nodeType === 9 ) { + if ( ( elem = context.getElementById( m ) ) ) { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( elem.id === m ) { + results.push( elem ); + return results; + } + } else { + return results; + } + + // Element context + } else { + + // Support: IE, Opera, Webkit + // TODO: identify versions + // getElementById can match elements by name instead of ID + if ( newContext && ( elem = newContext.getElementById( m ) ) && + contains( context, elem ) && + elem.id === m ) { + + results.push( elem ); + return results; + } + } + + // Type selector + } else if ( match[ 2 ] ) { + push.apply( results, context.getElementsByTagName( selector ) ); + return results; + + // Class selector + } else if ( ( m = match[ 3 ] ) && support.getElementsByClassName && + context.getElementsByClassName ) { + + push.apply( results, context.getElementsByClassName( m ) ); + return results; + } + } + + // Take advantage of querySelectorAll + if ( support.qsa && + !nonnativeSelectorCache[ selector + " " ] && + ( !rbuggyQSA || !rbuggyQSA.test( selector ) ) && + + // Support: IE 8 only + // Exclude object elements + ( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) { + + newSelector = selector; + newContext = context; + + // qSA considers elements outside a scoping root when evaluating child or + // descendant combinators, which is not what we want. + // In such cases, we work around the behavior by prefixing every selector in the + // list with an ID selector referencing the scope context. + // The technique has to be used as well when a leading combinator is used + // as such selectors are not recognized by querySelectorAll. + // Thanks to Andrew Dupont for this technique. + if ( nodeType === 1 && + ( rdescend.test( selector ) || rcombinators.test( selector ) ) ) { + + // Expand context for sibling selectors + newContext = rsibling.test( selector ) && testContext( context.parentNode ) || + context; + + // We can use :scope instead of the ID hack if the browser + // supports it & if we're not changing the context. + if ( newContext !== context || !support.scope ) { + + // Capture the context ID, setting it first if necessary + if ( ( nid = context.getAttribute( "id" ) ) ) { + nid = nid.replace( rcssescape, fcssescape ); + } else { + context.setAttribute( "id", ( nid = expando ) ); + } + } + + // Prefix every selector in the list + groups = tokenize( selector ); + i = groups.length; + while ( i-- ) { + groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " + + toSelector( groups[ i ] ); + } + newSelector = groups.join( "," ); + } + + try { + push.apply( results, + newContext.querySelectorAll( newSelector ) + ); + return results; + } catch ( qsaError ) { + nonnativeSelectorCache( selector, true ); + } finally { + if ( nid === expando ) { + context.removeAttribute( "id" ); + } + } + } + } + } + + // All others + return select( selector.replace( rtrim, "$1" ), context, results, seed ); +} + +/** + * Create key-value caches of limited size + * @returns {function(string, object)} Returns the Object data after storing it on itself with + * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) + * deleting the oldest entry + */ +function createCache() { + var keys = []; + + function cache( key, value ) { + + // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) + if ( keys.push( key + " " ) > Expr.cacheLength ) { + + // Only keep the most recent entries + delete cache[ keys.shift() ]; + } + return ( cache[ key + " " ] = value ); + } + return cache; +} + +/** + * Mark a function for special use by Sizzle + * @param {Function} fn The function to mark + */ +function markFunction( fn ) { + fn[ expando ] = true; + return fn; +} + +/** + * Support testing using an element + * @param {Function} fn Passed the created element and returns a boolean result + */ +function assert( fn ) { + var el = document.createElement( "fieldset" ); + + try { + return !!fn( el ); + } catch ( e ) { + return false; + } finally { + + // Remove from its parent by default + if ( el.parentNode ) { + el.parentNode.removeChild( el ); + } + + // release memory in IE + el = null; + } +} + +/** + * Adds the same handler for all of the specified attrs + * @param {String} attrs Pipe-separated list of attributes + * @param {Function} handler The method that will be applied + */ +function addHandle( attrs, handler ) { + var arr = attrs.split( "|" ), + i = arr.length; + + while ( i-- ) { + Expr.attrHandle[ arr[ i ] ] = handler; + } +} + +/** + * Checks document order of two siblings + * @param {Element} a + * @param {Element} b + * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b + */ +function siblingCheck( a, b ) { + var cur = b && a, + diff = cur && a.nodeType === 1 && b.nodeType === 1 && + a.sourceIndex - b.sourceIndex; + + // Use IE sourceIndex if available on both nodes + if ( diff ) { + return diff; + } + + // Check if b follows a + if ( cur ) { + while ( ( cur = cur.nextSibling ) ) { + if ( cur === b ) { + return -1; + } + } + } + + return a ? 1 : -1; +} + +/** + * Returns a function to use in pseudos for input types + * @param {String} type + */ +function createInputPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for buttons + * @param {String} type + */ +function createButtonPseudo( type ) { + return function( elem ) { + var name = elem.nodeName.toLowerCase(); + return ( name === "input" || name === "button" ) && elem.type === type; + }; +} + +/** + * Returns a function to use in pseudos for :enabled/:disabled + * @param {Boolean} disabled true for :disabled; false for :enabled + */ +function createDisabledPseudo( disabled ) { + + // Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable + return function( elem ) { + + // Only certain elements can match :enabled or :disabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled + // https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled + if ( "form" in elem ) { + + // Check for inherited disabledness on relevant non-disabled elements: + // * listed form-associated elements in a disabled fieldset + // https://html.spec.whatwg.org/multipage/forms.html#category-listed + // https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled + // * option elements in a disabled optgroup + // https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled + // All such elements have a "form" property. + if ( elem.parentNode && elem.disabled === false ) { + + // Option elements defer to a parent optgroup if present + if ( "label" in elem ) { + if ( "label" in elem.parentNode ) { + return elem.parentNode.disabled === disabled; + } else { + return elem.disabled === disabled; + } + } + + // Support: IE 6 - 11 + // Use the isDisabled shortcut property to check for disabled fieldset ancestors + return elem.isDisabled === disabled || + + // Where there is no isDisabled, check manually + /* jshint -W018 */ + elem.isDisabled !== !disabled && + inDisabledFieldset( elem ) === disabled; + } + + return elem.disabled === disabled; + + // Try to winnow out elements that can't be disabled before trusting the disabled property. + // Some victims get caught in our net (label, legend, menu, track), but it shouldn't + // even exist on them, let alone have a boolean value. + } else if ( "label" in elem ) { + return elem.disabled === disabled; + } + + // Remaining elements are neither :enabled nor :disabled + return false; + }; +} + +/** + * Returns a function to use in pseudos for positionals + * @param {Function} fn + */ +function createPositionalPseudo( fn ) { + return markFunction( function( argument ) { + argument = +argument; + return markFunction( function( seed, matches ) { + var j, + matchIndexes = fn( [], seed.length, argument ), + i = matchIndexes.length; + + // Match elements found at the specified indexes + while ( i-- ) { + if ( seed[ ( j = matchIndexes[ i ] ) ] ) { + seed[ j ] = !( matches[ j ] = seed[ j ] ); + } + } + } ); + } ); +} + +/** + * Checks a node for validity as a Sizzle context + * @param {Element|Object=} context + * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value + */ +function testContext( context ) { + return context && typeof context.getElementsByTagName !== "undefined" && context; +} + +// Expose support vars for convenience +support = Sizzle.support = {}; + +/** + * Detects XML nodes + * @param {Element|Object} elem An element or a document + * @returns {Boolean} True iff elem is a non-HTML XML node + */ +isXML = Sizzle.isXML = function( elem ) { + var namespace = elem.namespaceURI, + docElem = ( elem.ownerDocument || elem ).documentElement; + + // Support: IE <=8 + // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes + // https://bugs.jquery.com/ticket/4833 + return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" ); +}; + +/** + * Sets document-related variables once based on the current document + * @param {Element|Object} [doc] An element or document object to use to set the document + * @returns {Object} Returns the current document + */ +setDocument = Sizzle.setDocument = function( node ) { + var hasCompare, subWindow, + doc = node ? node.ownerDocument || node : preferredDoc; + + // Return early if doc is invalid or already selected + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) { + return document; + } + + // Update global variables + document = doc; + docElem = document.documentElement; + documentIsHTML = !isXML( document ); + + // Support: IE 9 - 11+, Edge 12 - 18+ + // Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936) + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( preferredDoc != document && + ( subWindow = document.defaultView ) && subWindow.top !== subWindow ) { + + // Support: IE 11, Edge + if ( subWindow.addEventListener ) { + subWindow.addEventListener( "unload", unloadHandler, false ); + + // Support: IE 9 - 10 only + } else if ( subWindow.attachEvent ) { + subWindow.attachEvent( "onunload", unloadHandler ); + } + } + + // Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only, + // Safari 4 - 5 only, Opera <=11.6 - 12.x only + // IE/Edge & older browsers don't support the :scope pseudo-class. + // Support: Safari 6.0 only + // Safari 6.0 supports :scope but it's an alias of :root there. + support.scope = assert( function( el ) { + docElem.appendChild( el ).appendChild( document.createElement( "div" ) ); + return typeof el.querySelectorAll !== "undefined" && + !el.querySelectorAll( ":scope fieldset div" ).length; + } ); + + /* Attributes + ---------------------------------------------------------------------- */ + + // Support: IE<8 + // Verify that getAttribute really returns attributes and not properties + // (excepting IE8 booleans) + support.attributes = assert( function( el ) { + el.className = "i"; + return !el.getAttribute( "className" ); + } ); + + /* getElement(s)By* + ---------------------------------------------------------------------- */ + + // Check if getElementsByTagName("*") returns only elements + support.getElementsByTagName = assert( function( el ) { + el.appendChild( document.createComment( "" ) ); + return !el.getElementsByTagName( "*" ).length; + } ); + + // Support: IE<9 + support.getElementsByClassName = rnative.test( document.getElementsByClassName ); + + // Support: IE<10 + // Check if getElementById returns elements by name + // The broken getElementById methods don't pick up programmatically-set names, + // so use a roundabout getElementsByName test + support.getById = assert( function( el ) { + docElem.appendChild( el ).id = expando; + return !document.getElementsByName || !document.getElementsByName( expando ).length; + } ); + + // ID filter and find + if ( support.getById ) { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + return elem.getAttribute( "id" ) === attrId; + }; + }; + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var elem = context.getElementById( id ); + return elem ? [ elem ] : []; + } + }; + } else { + Expr.filter[ "ID" ] = function( id ) { + var attrId = id.replace( runescape, funescape ); + return function( elem ) { + var node = typeof elem.getAttributeNode !== "undefined" && + elem.getAttributeNode( "id" ); + return node && node.value === attrId; + }; + }; + + // Support: IE 6 - 7 only + // getElementById is not reliable as a find shortcut + Expr.find[ "ID" ] = function( id, context ) { + if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { + var node, i, elems, + elem = context.getElementById( id ); + + if ( elem ) { + + // Verify the id attribute + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + + // Fall back on getElementsByName + elems = context.getElementsByName( id ); + i = 0; + while ( ( elem = elems[ i++ ] ) ) { + node = elem.getAttributeNode( "id" ); + if ( node && node.value === id ) { + return [ elem ]; + } + } + } + + return []; + } + }; + } + + // Tag + Expr.find[ "TAG" ] = support.getElementsByTagName ? + function( tag, context ) { + if ( typeof context.getElementsByTagName !== "undefined" ) { + return context.getElementsByTagName( tag ); + + // DocumentFragment nodes don't have gEBTN + } else if ( support.qsa ) { + return context.querySelectorAll( tag ); + } + } : + + function( tag, context ) { + var elem, + tmp = [], + i = 0, + + // By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too + results = context.getElementsByTagName( tag ); + + // Filter out possible comments + if ( tag === "*" ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem.nodeType === 1 ) { + tmp.push( elem ); + } + } + + return tmp; + } + return results; + }; + + // Class + Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) { + if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) { + return context.getElementsByClassName( className ); + } + }; + + /* QSA/matchesSelector + ---------------------------------------------------------------------- */ + + // QSA and matchesSelector support + + // matchesSelector(:active) reports false when true (IE9/Opera 11.5) + rbuggyMatches = []; + + // qSa(:focus) reports false when true (Chrome 21) + // We allow this because of a bug in IE8/9 that throws an error + // whenever `document.activeElement` is accessed on an iframe + // So, we allow :focus to pass through QSA all the time to avoid the IE error + // See https://bugs.jquery.com/ticket/13378 + rbuggyQSA = []; + + if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) { + + // Build QSA regex + // Regex strategy adopted from Diego Perini + assert( function( el ) { + + var input; + + // Select is set to empty string on purpose + // This is to test IE's treatment of not explicitly + // setting a boolean content attribute, + // since its presence should be enough + // https://bugs.jquery.com/ticket/12359 + docElem.appendChild( el ).innerHTML = "" + + ""; + + // Support: IE8, Opera 11-12.16 + // Nothing should be selected when empty strings follow ^= or $= or *= + // The test attribute must be unknown in Opera but "safe" for WinRT + // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section + if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) { + rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); + } + + // Support: IE8 + // Boolean attributes and "value" are not treated correctly + if ( !el.querySelectorAll( "[selected]" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); + } + + // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ + if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { + rbuggyQSA.push( "~=" ); + } + + // Support: IE 11+, Edge 15 - 18+ + // IE 11/Edge don't find elements on a `[name='']` query in some cases. + // Adding a temporary attribute to the document before the selection works + // around the issue. + // Interestingly, IE 10 & older don't seem to have the issue. + input = document.createElement( "input" ); + input.setAttribute( "name", "" ); + el.appendChild( input ); + if ( !el.querySelectorAll( "[name='']" ).length ) { + rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" + + whitespace + "*(?:''|\"\")" ); + } + + // Webkit/Opera - :checked should return selected option elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + // IE8 throws error here and will not see later tests + if ( !el.querySelectorAll( ":checked" ).length ) { + rbuggyQSA.push( ":checked" ); + } + + // Support: Safari 8+, iOS 8+ + // https://bugs.webkit.org/show_bug.cgi?id=136851 + // In-page `selector#id sibling-combinator selector` fails + if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { + rbuggyQSA.push( ".#.+[+~]" ); + } + + // Support: Firefox <=3.6 - 5 only + // Old Firefox doesn't throw on a badly-escaped identifier. + el.querySelectorAll( "\\\f" ); + rbuggyQSA.push( "[\\r\\n\\f]" ); + } ); + + assert( function( el ) { + el.innerHTML = "" + + ""; + + // Support: Windows 8 Native Apps + // The type and name attributes are restricted during .innerHTML assignment + var input = document.createElement( "input" ); + input.setAttribute( "type", "hidden" ); + el.appendChild( input ).setAttribute( "name", "D" ); + + // Support: IE8 + // Enforce case-sensitivity of name attribute + if ( el.querySelectorAll( "[name=d]" ).length ) { + rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); + } + + // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) + // IE8 throws error here and will not see later tests + if ( el.querySelectorAll( ":enabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: IE9-11+ + // IE's :disabled selector does not pick up the children of disabled fieldsets + docElem.appendChild( el ).disabled = true; + if ( el.querySelectorAll( ":disabled" ).length !== 2 ) { + rbuggyQSA.push( ":enabled", ":disabled" ); + } + + // Support: Opera 10 - 11 only + // Opera 10-11 does not throw on post-comma invalid pseudos + el.querySelectorAll( "*,:x" ); + rbuggyQSA.push( ",.*:" ); + } ); + } + + if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches || + docElem.webkitMatchesSelector || + docElem.mozMatchesSelector || + docElem.oMatchesSelector || + docElem.msMatchesSelector ) ) ) ) { + + assert( function( el ) { + + // Check to see if it's possible to do matchesSelector + // on a disconnected node (IE 9) + support.disconnectedMatch = matches.call( el, "*" ); + + // This should fail with an exception + // Gecko does not error, returns false instead + matches.call( el, "[s!='']:x" ); + rbuggyMatches.push( "!=", pseudos ); + } ); + } + + rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) ); + rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) ); + + /* Contains + ---------------------------------------------------------------------- */ + hasCompare = rnative.test( docElem.compareDocumentPosition ); + + // Element contains another + // Purposefully self-exclusive + // As in, an element does not contain itself + contains = hasCompare || rnative.test( docElem.contains ) ? + function( a, b ) { + var adown = a.nodeType === 9 ? a.documentElement : a, + bup = b && b.parentNode; + return a === bup || !!( bup && bup.nodeType === 1 && ( + adown.contains ? + adown.contains( bup ) : + a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 + ) ); + } : + function( a, b ) { + if ( b ) { + while ( ( b = b.parentNode ) ) { + if ( b === a ) { + return true; + } + } + } + return false; + }; + + /* Sorting + ---------------------------------------------------------------------- */ + + // Document order sorting + sortOrder = hasCompare ? + function( a, b ) { + + // Flag for duplicate removal + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + // Sort on method existence if only one input has compareDocumentPosition + var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; + if ( compare ) { + return compare; + } + + // Calculate position if both inputs belong to the same document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ? + a.compareDocumentPosition( b ) : + + // Otherwise we know they are disconnected + 1; + + // Disconnected nodes + if ( compare & 1 || + ( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) { + + // Choose the first element that is related to our preferred document + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( a == document || a.ownerDocument == preferredDoc && + contains( preferredDoc, a ) ) { + return -1; + } + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( b == document || b.ownerDocument == preferredDoc && + contains( preferredDoc, b ) ) { + return 1; + } + + // Maintain original order + return sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + } + + return compare & 4 ? -1 : 1; + } : + function( a, b ) { + + // Exit early if the nodes are identical + if ( a === b ) { + hasDuplicate = true; + return 0; + } + + var cur, + i = 0, + aup = a.parentNode, + bup = b.parentNode, + ap = [ a ], + bp = [ b ]; + + // Parentless nodes are either documents or disconnected + if ( !aup || !bup ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + return a == document ? -1 : + b == document ? 1 : + /* eslint-enable eqeqeq */ + aup ? -1 : + bup ? 1 : + sortInput ? + ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : + 0; + + // If the nodes are siblings, we can do a quick check + } else if ( aup === bup ) { + return siblingCheck( a, b ); + } + + // Otherwise we need full lists of their ancestors for comparison + cur = a; + while ( ( cur = cur.parentNode ) ) { + ap.unshift( cur ); + } + cur = b; + while ( ( cur = cur.parentNode ) ) { + bp.unshift( cur ); + } + + // Walk down the tree looking for a discrepancy + while ( ap[ i ] === bp[ i ] ) { + i++; + } + + return i ? + + // Do a sibling check if the nodes have a common ancestor + siblingCheck( ap[ i ], bp[ i ] ) : + + // Otherwise nodes in our document sort first + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + /* eslint-disable eqeqeq */ + ap[ i ] == preferredDoc ? -1 : + bp[ i ] == preferredDoc ? 1 : + /* eslint-enable eqeqeq */ + 0; + }; + + return document; +}; + +Sizzle.matches = function( expr, elements ) { + return Sizzle( expr, null, null, elements ); +}; + +Sizzle.matchesSelector = function( elem, expr ) { + setDocument( elem ); + + if ( support.matchesSelector && documentIsHTML && + !nonnativeSelectorCache[ expr + " " ] && + ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && + ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { + + try { + var ret = matches.call( elem, expr ); + + // IE 9's matchesSelector returns false on disconnected nodes + if ( ret || support.disconnectedMatch || + + // As well, disconnected nodes are said to be in a document + // fragment in IE 9 + elem.document && elem.document.nodeType !== 11 ) { + return ret; + } + } catch ( e ) { + nonnativeSelectorCache( expr, true ); + } + } + + return Sizzle( expr, document, null, [ elem ] ).length > 0; +}; + +Sizzle.contains = function( context, elem ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( context.ownerDocument || context ) != document ) { + setDocument( context ); + } + return contains( context, elem ); +}; + +Sizzle.attr = function( elem, name ) { + + // Set document vars if needed + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( ( elem.ownerDocument || elem ) != document ) { + setDocument( elem ); + } + + var fn = Expr.attrHandle[ name.toLowerCase() ], + + // Don't get fooled by Object.prototype properties (jQuery #13807) + val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? + fn( elem, name, !documentIsHTML ) : + undefined; + + return val !== undefined ? + val : + support.attributes || !documentIsHTML ? + elem.getAttribute( name ) : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; +}; + +Sizzle.escape = function( sel ) { + return ( sel + "" ).replace( rcssescape, fcssescape ); +}; + +Sizzle.error = function( msg ) { + throw new Error( "Syntax error, unrecognized expression: " + msg ); +}; + +/** + * Document sorting and removing duplicates + * @param {ArrayLike} results + */ +Sizzle.uniqueSort = function( results ) { + var elem, + duplicates = [], + j = 0, + i = 0; + + // Unless we *know* we can detect duplicates, assume their presence + hasDuplicate = !support.detectDuplicates; + sortInput = !support.sortStable && results.slice( 0 ); + results.sort( sortOrder ); + + if ( hasDuplicate ) { + while ( ( elem = results[ i++ ] ) ) { + if ( elem === results[ i ] ) { + j = duplicates.push( i ); + } + } + while ( j-- ) { + results.splice( duplicates[ j ], 1 ); + } + } + + // Clear input after sorting to release objects + // See https://github.com/jquery/sizzle/pull/225 + sortInput = null; + + return results; +}; + +/** + * Utility function for retrieving the text value of an array of DOM nodes + * @param {Array|Element} elem + */ +getText = Sizzle.getText = function( elem ) { + var node, + ret = "", + i = 0, + nodeType = elem.nodeType; + + if ( !nodeType ) { + + // If no nodeType, this is expected to be an array + while ( ( node = elem[ i++ ] ) ) { + + // Do not traverse comment nodes + ret += getText( node ); + } + } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { + + // Use textContent for elements + // innerText usage removed for consistency of new lines (jQuery #11153) + if ( typeof elem.textContent === "string" ) { + return elem.textContent; + } else { + + // Traverse its children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + ret += getText( elem ); + } + } + } else if ( nodeType === 3 || nodeType === 4 ) { + return elem.nodeValue; + } + + // Do not include comment or processing instruction nodes + + return ret; +}; + +Expr = Sizzle.selectors = { + + // Can be adjusted by the user + cacheLength: 50, + + createPseudo: markFunction, + + match: matchExpr, + + attrHandle: {}, + + find: {}, + + relative: { + ">": { dir: "parentNode", first: true }, + " ": { dir: "parentNode" }, + "+": { dir: "previousSibling", first: true }, + "~": { dir: "previousSibling" } + }, + + preFilter: { + "ATTR": function( match ) { + match[ 1 ] = match[ 1 ].replace( runescape, funescape ); + + // Move the given value to match[3] whether quoted or unquoted + match[ 3 ] = ( match[ 3 ] || match[ 4 ] || + match[ 5 ] || "" ).replace( runescape, funescape ); + + if ( match[ 2 ] === "~=" ) { + match[ 3 ] = " " + match[ 3 ] + " "; + } + + return match.slice( 0, 4 ); + }, + + "CHILD": function( match ) { + + /* matches from matchExpr["CHILD"] + 1 type (only|nth|...) + 2 what (child|of-type) + 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) + 4 xn-component of xn+y argument ([+-]?\d*n|) + 5 sign of xn-component + 6 x of xn-component + 7 sign of y-component + 8 y of y-component + */ + match[ 1 ] = match[ 1 ].toLowerCase(); + + if ( match[ 1 ].slice( 0, 3 ) === "nth" ) { + + // nth-* requires argument + if ( !match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + // numeric x and y parameters for Expr.filter.CHILD + // remember that false/true cast respectively to 0/1 + match[ 4 ] = +( match[ 4 ] ? + match[ 5 ] + ( match[ 6 ] || 1 ) : + 2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) ); + match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" ); + + // other types prohibit arguments + } else if ( match[ 3 ] ) { + Sizzle.error( match[ 0 ] ); + } + + return match; + }, + + "PSEUDO": function( match ) { + var excess, + unquoted = !match[ 6 ] && match[ 2 ]; + + if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) { + return null; + } + + // Accept quoted arguments as-is + if ( match[ 3 ] ) { + match[ 2 ] = match[ 4 ] || match[ 5 ] || ""; + + // Strip excess characters from unquoted arguments + } else if ( unquoted && rpseudo.test( unquoted ) && + + // Get excess from tokenize (recursively) + ( excess = tokenize( unquoted, true ) ) && + + // advance to the next closing parenthesis + ( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) { + + // excess is a negative index + match[ 0 ] = match[ 0 ].slice( 0, excess ); + match[ 2 ] = unquoted.slice( 0, excess ); + } + + // Return only captures needed by the pseudo filter method (type and argument) + return match.slice( 0, 3 ); + } + }, + + filter: { + + "TAG": function( nodeNameSelector ) { + var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); + return nodeNameSelector === "*" ? + function() { + return true; + } : + function( elem ) { + return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; + }; + }, + + "CLASS": function( className ) { + var pattern = classCache[ className + " " ]; + + return pattern || + ( pattern = new RegExp( "(^|" + whitespace + + ")" + className + "(" + whitespace + "|$)" ) ) && classCache( + className, function( elem ) { + return pattern.test( + typeof elem.className === "string" && elem.className || + typeof elem.getAttribute !== "undefined" && + elem.getAttribute( "class" ) || + "" + ); + } ); + }, + + "ATTR": function( name, operator, check ) { + return function( elem ) { + var result = Sizzle.attr( elem, name ); + + if ( result == null ) { + return operator === "!="; + } + if ( !operator ) { + return true; + } + + result += ""; + + /* eslint-disable max-len */ + + return operator === "=" ? result === check : + operator === "!=" ? result !== check : + operator === "^=" ? check && result.indexOf( check ) === 0 : + operator === "*=" ? check && result.indexOf( check ) > -1 : + operator === "$=" ? check && result.slice( -check.length ) === check : + operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : + operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : + false; + /* eslint-enable max-len */ + + }; + }, + + "CHILD": function( type, what, _argument, first, last ) { + var simple = type.slice( 0, 3 ) !== "nth", + forward = type.slice( -4 ) !== "last", + ofType = what === "of-type"; + + return first === 1 && last === 0 ? + + // Shortcut for :nth-*(n) + function( elem ) { + return !!elem.parentNode; + } : + + function( elem, _context, xml ) { + var cache, uniqueCache, outerCache, node, nodeIndex, start, + dir = simple !== forward ? "nextSibling" : "previousSibling", + parent = elem.parentNode, + name = ofType && elem.nodeName.toLowerCase(), + useCache = !xml && !ofType, + diff = false; + + if ( parent ) { + + // :(first|last|only)-(child|of-type) + if ( simple ) { + while ( dir ) { + node = elem; + while ( ( node = node[ dir ] ) ) { + if ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) { + + return false; + } + } + + // Reverse direction for :only-* (if we haven't yet done so) + start = dir = type === "only" && !start && "nextSibling"; + } + return true; + } + + start = [ forward ? parent.firstChild : parent.lastChild ]; + + // non-xml :nth-child(...) stores cache data on `parent` + if ( forward && useCache ) { + + // Seek `elem` from a previously-cached index + + // ...in a gzip-friendly way + node = parent; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex && cache[ 2 ]; + node = nodeIndex && parent.childNodes[ nodeIndex ]; + + while ( ( node = ++nodeIndex && node && node[ dir ] || + + // Fallback to seeking `elem` from the start + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + // When found, cache indexes on `parent` and break + if ( node.nodeType === 1 && ++diff && node === elem ) { + uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; + break; + } + } + + } else { + + // Use previously-cached element index if available + if ( useCache ) { + + // ...in a gzip-friendly way + node = elem; + outerCache = node[ expando ] || ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + cache = uniqueCache[ type ] || []; + nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; + diff = nodeIndex; + } + + // xml :nth-child(...) + // or :nth-last-child(...) or :nth(-last)?-of-type(...) + if ( diff === false ) { + + // Use the same loop as above to seek `elem` from the start + while ( ( node = ++nodeIndex && node && node[ dir ] || + ( diff = nodeIndex = 0 ) || start.pop() ) ) { + + if ( ( ofType ? + node.nodeName.toLowerCase() === name : + node.nodeType === 1 ) && + ++diff ) { + + // Cache the index of each encountered element + if ( useCache ) { + outerCache = node[ expando ] || + ( node[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ node.uniqueID ] || + ( outerCache[ node.uniqueID ] = {} ); + + uniqueCache[ type ] = [ dirruns, diff ]; + } + + if ( node === elem ) { + break; + } + } + } + } + } + + // Incorporate the offset, then check against cycle size + diff -= last; + return diff === first || ( diff % first === 0 && diff / first >= 0 ); + } + }; + }, + + "PSEUDO": function( pseudo, argument ) { + + // pseudo-class names are case-insensitive + // http://www.w3.org/TR/selectors/#pseudo-classes + // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters + // Remember that setFilters inherits from pseudos + var args, + fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || + Sizzle.error( "unsupported pseudo: " + pseudo ); + + // The user may use createPseudo to indicate that + // arguments are needed to create the filter function + // just as Sizzle does + if ( fn[ expando ] ) { + return fn( argument ); + } + + // But maintain support for old signatures + if ( fn.length > 1 ) { + args = [ pseudo, pseudo, "", argument ]; + return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? + markFunction( function( seed, matches ) { + var idx, + matched = fn( seed, argument ), + i = matched.length; + while ( i-- ) { + idx = indexOf( seed, matched[ i ] ); + seed[ idx ] = !( matches[ idx ] = matched[ i ] ); + } + } ) : + function( elem ) { + return fn( elem, 0, args ); + }; + } + + return fn; + } + }, + + pseudos: { + + // Potentially complex pseudos + "not": markFunction( function( selector ) { + + // Trim the selector passed to compile + // to avoid treating leading and trailing + // spaces as combinators + var input = [], + results = [], + matcher = compile( selector.replace( rtrim, "$1" ) ); + + return matcher[ expando ] ? + markFunction( function( seed, matches, _context, xml ) { + var elem, + unmatched = matcher( seed, null, xml, [] ), + i = seed.length; + + // Match elements unmatched by `matcher` + while ( i-- ) { + if ( ( elem = unmatched[ i ] ) ) { + seed[ i ] = !( matches[ i ] = elem ); + } + } + } ) : + function( elem, _context, xml ) { + input[ 0 ] = elem; + matcher( input, null, xml, results ); + + // Don't keep the element (issue #299) + input[ 0 ] = null; + return !results.pop(); + }; + } ), + + "has": markFunction( function( selector ) { + return function( elem ) { + return Sizzle( selector, elem ).length > 0; + }; + } ), + + "contains": markFunction( function( text ) { + text = text.replace( runescape, funescape ); + return function( elem ) { + return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1; + }; + } ), + + // "Whether an element is represented by a :lang() selector + // is based solely on the element's language value + // being equal to the identifier C, + // or beginning with the identifier C immediately followed by "-". + // The matching of C against the element's language value is performed case-insensitively. + // The identifier C does not have to be a valid language name." + // http://www.w3.org/TR/selectors/#lang-pseudo + "lang": markFunction( function( lang ) { + + // lang value must be a valid identifier + if ( !ridentifier.test( lang || "" ) ) { + Sizzle.error( "unsupported lang: " + lang ); + } + lang = lang.replace( runescape, funescape ).toLowerCase(); + return function( elem ) { + var elemLang; + do { + if ( ( elemLang = documentIsHTML ? + elem.lang : + elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) { + + elemLang = elemLang.toLowerCase(); + return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; + } + } while ( ( elem = elem.parentNode ) && elem.nodeType === 1 ); + return false; + }; + } ), + + // Miscellaneous + "target": function( elem ) { + var hash = window.location && window.location.hash; + return hash && hash.slice( 1 ) === elem.id; + }, + + "root": function( elem ) { + return elem === docElem; + }, + + "focus": function( elem ) { + return elem === document.activeElement && + ( !document.hasFocus || document.hasFocus() ) && + !!( elem.type || elem.href || ~elem.tabIndex ); + }, + + // Boolean properties + "enabled": createDisabledPseudo( false ), + "disabled": createDisabledPseudo( true ), + + "checked": function( elem ) { + + // In CSS3, :checked should return both checked and selected elements + // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked + var nodeName = elem.nodeName.toLowerCase(); + return ( nodeName === "input" && !!elem.checked ) || + ( nodeName === "option" && !!elem.selected ); + }, + + "selected": function( elem ) { + + // Accessing this property makes selected-by-default + // options in Safari work properly + if ( elem.parentNode ) { + // eslint-disable-next-line no-unused-expressions + elem.parentNode.selectedIndex; + } + + return elem.selected === true; + }, + + // Contents + "empty": function( elem ) { + + // http://www.w3.org/TR/selectors/#empty-pseudo + // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), + // but not by others (comment: 8; processing instruction: 7; etc.) + // nodeType < 6 works because attributes (2) do not appear as children + for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { + if ( elem.nodeType < 6 ) { + return false; + } + } + return true; + }, + + "parent": function( elem ) { + return !Expr.pseudos[ "empty" ]( elem ); + }, + + // Element/input types + "header": function( elem ) { + return rheader.test( elem.nodeName ); + }, + + "input": function( elem ) { + return rinputs.test( elem.nodeName ); + }, + + "button": function( elem ) { + var name = elem.nodeName.toLowerCase(); + return name === "input" && elem.type === "button" || name === "button"; + }, + + "text": function( elem ) { + var attr; + return elem.nodeName.toLowerCase() === "input" && + elem.type === "text" && + + // Support: IE<8 + // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" + ( ( attr = elem.getAttribute( "type" ) ) == null || + attr.toLowerCase() === "text" ); + }, + + // Position-in-collection + "first": createPositionalPseudo( function() { + return [ 0 ]; + } ), + + "last": createPositionalPseudo( function( _matchIndexes, length ) { + return [ length - 1 ]; + } ), + + "eq": createPositionalPseudo( function( _matchIndexes, length, argument ) { + return [ argument < 0 ? argument + length : argument ]; + } ), + + "even": createPositionalPseudo( function( matchIndexes, length ) { + var i = 0; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "odd": createPositionalPseudo( function( matchIndexes, length ) { + var i = 1; + for ( ; i < length; i += 2 ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "lt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? + argument + length : + argument > length ? + length : + argument; + for ( ; --i >= 0; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ), + + "gt": createPositionalPseudo( function( matchIndexes, length, argument ) { + var i = argument < 0 ? argument + length : argument; + for ( ; ++i < length; ) { + matchIndexes.push( i ); + } + return matchIndexes; + } ) + } +}; + +Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ]; + +// Add button/input type pseudos +for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { + Expr.pseudos[ i ] = createInputPseudo( i ); +} +for ( i in { submit: true, reset: true } ) { + Expr.pseudos[ i ] = createButtonPseudo( i ); +} + +// Easy API for creating new setFilters +function setFilters() {} +setFilters.prototype = Expr.filters = Expr.pseudos; +Expr.setFilters = new setFilters(); + +tokenize = Sizzle.tokenize = function( selector, parseOnly ) { + var matched, match, tokens, type, + soFar, groups, preFilters, + cached = tokenCache[ selector + " " ]; + + if ( cached ) { + return parseOnly ? 0 : cached.slice( 0 ); + } + + soFar = selector; + groups = []; + preFilters = Expr.preFilter; + + while ( soFar ) { + + // Comma and first run + if ( !matched || ( match = rcomma.exec( soFar ) ) ) { + if ( match ) { + + // Don't consume trailing commas as valid + soFar = soFar.slice( match[ 0 ].length ) || soFar; + } + groups.push( ( tokens = [] ) ); + } + + matched = false; + + // Combinators + if ( ( match = rcombinators.exec( soFar ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + + // Cast descendant combinators to space + type: match[ 0 ].replace( rtrim, " " ) + } ); + soFar = soFar.slice( matched.length ); + } + + // Filters + for ( type in Expr.filter ) { + if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] || + ( match = preFilters[ type ]( match ) ) ) ) { + matched = match.shift(); + tokens.push( { + value: matched, + type: type, + matches: match + } ); + soFar = soFar.slice( matched.length ); + } + } + + if ( !matched ) { + break; + } + } + + // Return the length of the invalid excess + // if we're just parsing + // Otherwise, throw an error or return tokens + return parseOnly ? + soFar.length : + soFar ? + Sizzle.error( selector ) : + + // Cache the tokens + tokenCache( selector, groups ).slice( 0 ); +}; + +function toSelector( tokens ) { + var i = 0, + len = tokens.length, + selector = ""; + for ( ; i < len; i++ ) { + selector += tokens[ i ].value; + } + return selector; +} + +function addCombinator( matcher, combinator, base ) { + var dir = combinator.dir, + skip = combinator.next, + key = skip || dir, + checkNonElements = base && key === "parentNode", + doneName = done++; + + return combinator.first ? + + // Check against closest ancestor/preceding element + function( elem, context, xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + return matcher( elem, context, xml ); + } + } + return false; + } : + + // Check against all ancestor/preceding elements + function( elem, context, xml ) { + var oldCache, uniqueCache, outerCache, + newCache = [ dirruns, doneName ]; + + // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching + if ( xml ) { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + if ( matcher( elem, context, xml ) ) { + return true; + } + } + } + } else { + while ( ( elem = elem[ dir ] ) ) { + if ( elem.nodeType === 1 || checkNonElements ) { + outerCache = elem[ expando ] || ( elem[ expando ] = {} ); + + // Support: IE <9 only + // Defend against cloned attroperties (jQuery gh-1709) + uniqueCache = outerCache[ elem.uniqueID ] || + ( outerCache[ elem.uniqueID ] = {} ); + + if ( skip && skip === elem.nodeName.toLowerCase() ) { + elem = elem[ dir ] || elem; + } else if ( ( oldCache = uniqueCache[ key ] ) && + oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { + + // Assign to newCache so results back-propagate to previous elements + return ( newCache[ 2 ] = oldCache[ 2 ] ); + } else { + + // Reuse newcache so results back-propagate to previous elements + uniqueCache[ key ] = newCache; + + // A match means we're done; a fail means we have to keep checking + if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) { + return true; + } + } + } + } + } + return false; + }; +} + +function elementMatcher( matchers ) { + return matchers.length > 1 ? + function( elem, context, xml ) { + var i = matchers.length; + while ( i-- ) { + if ( !matchers[ i ]( elem, context, xml ) ) { + return false; + } + } + return true; + } : + matchers[ 0 ]; +} + +function multipleContexts( selector, contexts, results ) { + var i = 0, + len = contexts.length; + for ( ; i < len; i++ ) { + Sizzle( selector, contexts[ i ], results ); + } + return results; +} + +function condense( unmatched, map, filter, context, xml ) { + var elem, + newUnmatched = [], + i = 0, + len = unmatched.length, + mapped = map != null; + + for ( ; i < len; i++ ) { + if ( ( elem = unmatched[ i ] ) ) { + if ( !filter || filter( elem, context, xml ) ) { + newUnmatched.push( elem ); + if ( mapped ) { + map.push( i ); + } + } + } + } + + return newUnmatched; +} + +function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { + if ( postFilter && !postFilter[ expando ] ) { + postFilter = setMatcher( postFilter ); + } + if ( postFinder && !postFinder[ expando ] ) { + postFinder = setMatcher( postFinder, postSelector ); + } + return markFunction( function( seed, results, context, xml ) { + var temp, i, elem, + preMap = [], + postMap = [], + preexisting = results.length, + + // Get initial elements from seed or context + elems = seed || multipleContexts( + selector || "*", + context.nodeType ? [ context ] : context, + [] + ), + + // Prefilter to get matcher input, preserving a map for seed-results synchronization + matcherIn = preFilter && ( seed || !selector ) ? + condense( elems, preMap, preFilter, context, xml ) : + elems, + + matcherOut = matcher ? + + // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, + postFinder || ( seed ? preFilter : preexisting || postFilter ) ? + + // ...intermediate processing is necessary + [] : + + // ...otherwise use results directly + results : + matcherIn; + + // Find primary matches + if ( matcher ) { + matcher( matcherIn, matcherOut, context, xml ); + } + + // Apply postFilter + if ( postFilter ) { + temp = condense( matcherOut, postMap ); + postFilter( temp, [], context, xml ); + + // Un-match failing elements by moving them back to matcherIn + i = temp.length; + while ( i-- ) { + if ( ( elem = temp[ i ] ) ) { + matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem ); + } + } + } + + if ( seed ) { + if ( postFinder || preFilter ) { + if ( postFinder ) { + + // Get the final matcherOut by condensing this intermediate into postFinder contexts + temp = []; + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) ) { + + // Restore matcherIn since elem is not yet a final match + temp.push( ( matcherIn[ i ] = elem ) ); + } + } + postFinder( null, ( matcherOut = [] ), temp, xml ); + } + + // Move matched elements from seed to results to keep them synchronized + i = matcherOut.length; + while ( i-- ) { + if ( ( elem = matcherOut[ i ] ) && + ( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) { + + seed[ temp ] = !( results[ temp ] = elem ); + } + } + } + + // Add elements to results, through postFinder if defined + } else { + matcherOut = condense( + matcherOut === results ? + matcherOut.splice( preexisting, matcherOut.length ) : + matcherOut + ); + if ( postFinder ) { + postFinder( null, results, matcherOut, xml ); + } else { + push.apply( results, matcherOut ); + } + } + } ); +} + +function matcherFromTokens( tokens ) { + var checkContext, matcher, j, + len = tokens.length, + leadingRelative = Expr.relative[ tokens[ 0 ].type ], + implicitRelative = leadingRelative || Expr.relative[ " " ], + i = leadingRelative ? 1 : 0, + + // The foundational matcher ensures that elements are reachable from top-level context(s) + matchContext = addCombinator( function( elem ) { + return elem === checkContext; + }, implicitRelative, true ), + matchAnyContext = addCombinator( function( elem ) { + return indexOf( checkContext, elem ) > -1; + }, implicitRelative, true ), + matchers = [ function( elem, context, xml ) { + var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( + ( checkContext = context ).nodeType ? + matchContext( elem, context, xml ) : + matchAnyContext( elem, context, xml ) ); + + // Avoid hanging onto element (issue #299) + checkContext = null; + return ret; + } ]; + + for ( ; i < len; i++ ) { + if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) { + matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ]; + } else { + matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches ); + + // Return special upon seeing a positional matcher + if ( matcher[ expando ] ) { + + // Find the next relative operator (if any) for proper handling + j = ++i; + for ( ; j < len; j++ ) { + if ( Expr.relative[ tokens[ j ].type ] ) { + break; + } + } + return setMatcher( + i > 1 && elementMatcher( matchers ), + i > 1 && toSelector( + + // If the preceding token was a descendant combinator, insert an implicit any-element `*` + tokens + .slice( 0, i - 1 ) + .concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } ) + ).replace( rtrim, "$1" ), + matcher, + i < j && matcherFromTokens( tokens.slice( i, j ) ), + j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ), + j < len && toSelector( tokens ) + ); + } + matchers.push( matcher ); + } + } + + return elementMatcher( matchers ); +} + +function matcherFromGroupMatchers( elementMatchers, setMatchers ) { + var bySet = setMatchers.length > 0, + byElement = elementMatchers.length > 0, + superMatcher = function( seed, context, xml, results, outermost ) { + var elem, j, matcher, + matchedCount = 0, + i = "0", + unmatched = seed && [], + setMatched = [], + contextBackup = outermostContext, + + // We must always have either seed elements or outermost context + elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ), + + // Use integer dirruns iff this is the outermost matcher + dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ), + len = elems.length; + + if ( outermost ) { + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + outermostContext = context == document || context || outermost; + } + + // Add elements passing elementMatchers directly to results + // Support: IE<9, Safari + // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id + for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) { + if ( byElement && elem ) { + j = 0; + + // Support: IE 11+, Edge 17 - 18+ + // IE/Edge sometimes throw a "Permission denied" error when strict-comparing + // two documents; shallow comparisons work. + // eslint-disable-next-line eqeqeq + if ( !context && elem.ownerDocument != document ) { + setDocument( elem ); + xml = !documentIsHTML; + } + while ( ( matcher = elementMatchers[ j++ ] ) ) { + if ( matcher( elem, context || document, xml ) ) { + results.push( elem ); + break; + } + } + if ( outermost ) { + dirruns = dirrunsUnique; + } + } + + // Track unmatched elements for set filters + if ( bySet ) { + + // They will have gone through all possible matchers + if ( ( elem = !matcher && elem ) ) { + matchedCount--; + } + + // Lengthen the array for every element, matched or not + if ( seed ) { + unmatched.push( elem ); + } + } + } + + // `i` is now the count of elements visited above, and adding it to `matchedCount` + // makes the latter nonnegative. + matchedCount += i; + + // Apply set filters to unmatched elements + // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` + // equals `i`), unless we didn't visit _any_ elements in the above loop because we have + // no element matchers and no seed. + // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that + // case, which will result in a "00" `matchedCount` that differs from `i` but is also + // numerically zero. + if ( bySet && i !== matchedCount ) { + j = 0; + while ( ( matcher = setMatchers[ j++ ] ) ) { + matcher( unmatched, setMatched, context, xml ); + } + + if ( seed ) { + + // Reintegrate element matches to eliminate the need for sorting + if ( matchedCount > 0 ) { + while ( i-- ) { + if ( !( unmatched[ i ] || setMatched[ i ] ) ) { + setMatched[ i ] = pop.call( results ); + } + } + } + + // Discard index placeholder values to get only actual matches + setMatched = condense( setMatched ); + } + + // Add matches to results + push.apply( results, setMatched ); + + // Seedless set matches succeeding multiple successful matchers stipulate sorting + if ( outermost && !seed && setMatched.length > 0 && + ( matchedCount + setMatchers.length ) > 1 ) { + + Sizzle.uniqueSort( results ); + } + } + + // Override manipulation of globals by nested matchers + if ( outermost ) { + dirruns = dirrunsUnique; + outermostContext = contextBackup; + } + + return unmatched; + }; + + return bySet ? + markFunction( superMatcher ) : + superMatcher; +} + +compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { + var i, + setMatchers = [], + elementMatchers = [], + cached = compilerCache[ selector + " " ]; + + if ( !cached ) { + + // Generate a function of recursive functions that can be used to check each element + if ( !match ) { + match = tokenize( selector ); + } + i = match.length; + while ( i-- ) { + cached = matcherFromTokens( match[ i ] ); + if ( cached[ expando ] ) { + setMatchers.push( cached ); + } else { + elementMatchers.push( cached ); + } + } + + // Cache the compiled function + cached = compilerCache( + selector, + matcherFromGroupMatchers( elementMatchers, setMatchers ) + ); + + // Save selector and tokenization + cached.selector = selector; + } + return cached; +}; + +/** + * A low-level selection function that works with Sizzle's compiled + * selector functions + * @param {String|Function} selector A selector or a pre-compiled + * selector function built with Sizzle.compile + * @param {Element} context + * @param {Array} [results] + * @param {Array} [seed] A set of elements to match against + */ +select = Sizzle.select = function( selector, context, results, seed ) { + var i, tokens, token, type, find, + compiled = typeof selector === "function" && selector, + match = !seed && tokenize( ( selector = compiled.selector || selector ) ); + + results = results || []; + + // Try to minimize operations if there is only one selector in the list and no seed + // (the latter of which guarantees us context) + if ( match.length === 1 ) { + + // Reduce context if the leading compound selector is an ID + tokens = match[ 0 ] = match[ 0 ].slice( 0 ); + if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" && + context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) { + + context = ( Expr.find[ "ID" ]( token.matches[ 0 ] + .replace( runescape, funescape ), context ) || [] )[ 0 ]; + if ( !context ) { + return results; + + // Precompiled matchers will still verify ancestry, so step up a level + } else if ( compiled ) { + context = context.parentNode; + } + + selector = selector.slice( tokens.shift().value.length ); + } + + // Fetch a seed set for right-to-left matching + i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length; + while ( i-- ) { + token = tokens[ i ]; + + // Abort if we hit a combinator + if ( Expr.relative[ ( type = token.type ) ] ) { + break; + } + if ( ( find = Expr.find[ type ] ) ) { + + // Search, expanding context for leading sibling combinators + if ( ( seed = find( + token.matches[ 0 ].replace( runescape, funescape ), + rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) || + context + ) ) ) { + + // If seed is empty or no tokens remain, we can return early + tokens.splice( i, 1 ); + selector = seed.length && toSelector( tokens ); + if ( !selector ) { + push.apply( results, seed ); + return results; + } + + break; + } + } + } + } + + // Compile and execute a filtering function if one is not provided + // Provide `match` to avoid retokenization if we modified the selector above + ( compiled || compile( selector, match ) )( + seed, + context, + !documentIsHTML, + results, + !context || rsibling.test( selector ) && testContext( context.parentNode ) || context + ); + return results; +}; + +// One-time assignments + +// Sort stability +support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando; + +// Support: Chrome 14-35+ +// Always assume duplicates if they aren't passed to the comparison function +support.detectDuplicates = !!hasDuplicate; + +// Initialize against the default document +setDocument(); + +// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) +// Detached nodes confoundingly follow *each other* +support.sortDetached = assert( function( el ) { + + // Should return 1, but returns 4 (following) + return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1; +} ); + +// Support: IE<8 +// Prevent attribute/property "interpolation" +// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx +if ( !assert( function( el ) { + el.innerHTML = ""; + return el.firstChild.getAttribute( "href" ) === "#"; +} ) ) { + addHandle( "type|href|height|width", function( elem, name, isXML ) { + if ( !isXML ) { + return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); + } + } ); +} + +// Support: IE<9 +// Use defaultValue in place of getAttribute("value") +if ( !support.attributes || !assert( function( el ) { + el.innerHTML = ""; + el.firstChild.setAttribute( "value", "" ); + return el.firstChild.getAttribute( "value" ) === ""; +} ) ) { + addHandle( "value", function( elem, _name, isXML ) { + if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { + return elem.defaultValue; + } + } ); +} + +// Support: IE<9 +// Use getAttributeNode to fetch booleans when getAttribute lies +if ( !assert( function( el ) { + return el.getAttribute( "disabled" ) == null; +} ) ) { + addHandle( booleans, function( elem, name, isXML ) { + var val; + if ( !isXML ) { + return elem[ name ] === true ? name.toLowerCase() : + ( val = elem.getAttributeNode( name ) ) && val.specified ? + val.value : + null; + } + } ); +} + +return Sizzle; + +} )( window ); + + + +jQuery.find = Sizzle; +jQuery.expr = Sizzle.selectors; + +// Deprecated +jQuery.expr[ ":" ] = jQuery.expr.pseudos; +jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; +jQuery.text = Sizzle.getText; +jQuery.isXMLDoc = Sizzle.isXML; +jQuery.contains = Sizzle.contains; +jQuery.escapeSelector = Sizzle.escape; + + + + +var dir = function( elem, dir, until ) { + var matched = [], + truncate = until !== undefined; + + while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { + if ( elem.nodeType === 1 ) { + if ( truncate && jQuery( elem ).is( until ) ) { + break; + } + matched.push( elem ); + } + } + return matched; +}; + + +var siblings = function( n, elem ) { + var matched = []; + + for ( ; n; n = n.nextSibling ) { + if ( n.nodeType === 1 && n !== elem ) { + matched.push( n ); + } + } + + return matched; +}; + + +var rneedsContext = jQuery.expr.match.needsContext; + + + +function nodeName( elem, name ) { + + return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); + +}; +var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); + + + +// Implement the identical functionality for filter and not +function winnow( elements, qualifier, not ) { + if ( isFunction( qualifier ) ) { + return jQuery.grep( elements, function( elem, i ) { + return !!qualifier.call( elem, i, elem ) !== not; + } ); + } + + // Single element + if ( qualifier.nodeType ) { + return jQuery.grep( elements, function( elem ) { + return ( elem === qualifier ) !== not; + } ); + } + + // Arraylike of elements (jQuery, arguments, Array) + if ( typeof qualifier !== "string" ) { + return jQuery.grep( elements, function( elem ) { + return ( indexOf.call( qualifier, elem ) > -1 ) !== not; + } ); + } + + // Filtered directly for both simple and complex selectors + return jQuery.filter( qualifier, elements, not ); +} + +jQuery.filter = function( expr, elems, not ) { + var elem = elems[ 0 ]; + + if ( not ) { + expr = ":not(" + expr + ")"; + } + + if ( elems.length === 1 && elem.nodeType === 1 ) { + return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : []; + } + + return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { + return elem.nodeType === 1; + } ) ); +}; + +jQuery.fn.extend( { + find: function( selector ) { + var i, ret, + len = this.length, + self = this; + + if ( typeof selector !== "string" ) { + return this.pushStack( jQuery( selector ).filter( function() { + for ( i = 0; i < len; i++ ) { + if ( jQuery.contains( self[ i ], this ) ) { + return true; + } + } + } ) ); + } + + ret = this.pushStack( [] ); + + for ( i = 0; i < len; i++ ) { + jQuery.find( selector, self[ i ], ret ); + } + + return len > 1 ? jQuery.uniqueSort( ret ) : ret; + }, + filter: function( selector ) { + return this.pushStack( winnow( this, selector || [], false ) ); + }, + not: function( selector ) { + return this.pushStack( winnow( this, selector || [], true ) ); + }, + is: function( selector ) { + return !!winnow( + this, + + // If this is a positional/relative selector, check membership in the returned set + // so $("p:first").is("p:last") won't return true for a doc with two "p". + typeof selector === "string" && rneedsContext.test( selector ) ? + jQuery( selector ) : + selector || [], + false + ).length; + } +} ); + + +// Initialize a jQuery object + + +// A central reference to the root jQuery(document) +var rootjQuery, + + // A simple way to check for HTML strings + // Prioritize #id over to avoid XSS via location.hash (#9521) + // Strict HTML recognition (#11290: must start with <) + // Shortcut simple #id case for speed + rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, + + init = jQuery.fn.init = function( selector, context, root ) { + var match, elem; + + // HANDLE: $(""), $(null), $(undefined), $(false) + if ( !selector ) { + return this; + } + + // Method init() accepts an alternate rootjQuery + // so migrate can support jQuery.sub (gh-2101) + root = root || rootjQuery; + + // Handle HTML strings + if ( typeof selector === "string" ) { + if ( selector[ 0 ] === "<" && + selector[ selector.length - 1 ] === ">" && + selector.length >= 3 ) { + + // Assume that strings that start and end with <> are HTML and skip the regex check + match = [ null, selector, null ]; + + } else { + match = rquickExpr.exec( selector ); + } + + // Match html or make sure no context is specified for #id + if ( match && ( match[ 1 ] || !context ) ) { + + // HANDLE: $(html) -> $(array) + if ( match[ 1 ] ) { + context = context instanceof jQuery ? context[ 0 ] : context; + + // Option to run scripts is true for back-compat + // Intentionally let the error be thrown if parseHTML is not present + jQuery.merge( this, jQuery.parseHTML( + match[ 1 ], + context && context.nodeType ? context.ownerDocument || context : document, + true + ) ); + + // HANDLE: $(html, props) + if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { + for ( match in context ) { + + // Properties of context are called as methods if possible + if ( isFunction( this[ match ] ) ) { + this[ match ]( context[ match ] ); + + // ...and otherwise set as attributes + } else { + this.attr( match, context[ match ] ); + } + } + } + + return this; + + // HANDLE: $(#id) + } else { + elem = document.getElementById( match[ 2 ] ); + + if ( elem ) { + + // Inject the element directly into the jQuery object + this[ 0 ] = elem; + this.length = 1; + } + return this; + } + + // HANDLE: $(expr, $(...)) + } else if ( !context || context.jquery ) { + return ( context || root ).find( selector ); + + // HANDLE: $(expr, context) + // (which is just equivalent to: $(context).find(expr) + } else { + return this.constructor( context ).find( selector ); + } + + // HANDLE: $(DOMElement) + } else if ( selector.nodeType ) { + this[ 0 ] = selector; + this.length = 1; + return this; + + // HANDLE: $(function) + // Shortcut for document ready + } else if ( isFunction( selector ) ) { + return root.ready !== undefined ? + root.ready( selector ) : + + // Execute immediately if ready is not present + selector( jQuery ); + } + + return jQuery.makeArray( selector, this ); + }; + +// Give the init function the jQuery prototype for later instantiation +init.prototype = jQuery.fn; + +// Initialize central reference +rootjQuery = jQuery( document ); + + +var rparentsprev = /^(?:parents|prev(?:Until|All))/, + + // Methods guaranteed to produce a unique set when starting from a unique set + guaranteedUnique = { + children: true, + contents: true, + next: true, + prev: true + }; + +jQuery.fn.extend( { + has: function( target ) { + var targets = jQuery( target, this ), + l = targets.length; + + return this.filter( function() { + var i = 0; + for ( ; i < l; i++ ) { + if ( jQuery.contains( this, targets[ i ] ) ) { + return true; + } + } + } ); + }, + + closest: function( selectors, context ) { + var cur, + i = 0, + l = this.length, + matched = [], + targets = typeof selectors !== "string" && jQuery( selectors ); + + // Positional selectors never match, since there's no _selection_ context + if ( !rneedsContext.test( selectors ) ) { + for ( ; i < l; i++ ) { + for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { + + // Always skip document fragments + if ( cur.nodeType < 11 && ( targets ? + targets.index( cur ) > -1 : + + // Don't pass non-elements to Sizzle + cur.nodeType === 1 && + jQuery.find.matchesSelector( cur, selectors ) ) ) { + + matched.push( cur ); + break; + } + } + } + } + + return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); + }, + + // Determine the position of an element within the set + index: function( elem ) { + + // No argument, return index in parent + if ( !elem ) { + return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; + } + + // Index in selector + if ( typeof elem === "string" ) { + return indexOf.call( jQuery( elem ), this[ 0 ] ); + } + + // Locate the position of the desired element + return indexOf.call( this, + + // If it receives a jQuery object, the first element is used + elem.jquery ? elem[ 0 ] : elem + ); + }, + + add: function( selector, context ) { + return this.pushStack( + jQuery.uniqueSort( + jQuery.merge( this.get(), jQuery( selector, context ) ) + ) + ); + }, + + addBack: function( selector ) { + return this.add( selector == null ? + this.prevObject : this.prevObject.filter( selector ) + ); + } +} ); + +function sibling( cur, dir ) { + while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} + return cur; +} + +jQuery.each( { + parent: function( elem ) { + var parent = elem.parentNode; + return parent && parent.nodeType !== 11 ? parent : null; + }, + parents: function( elem ) { + return dir( elem, "parentNode" ); + }, + parentsUntil: function( elem, _i, until ) { + return dir( elem, "parentNode", until ); + }, + next: function( elem ) { + return sibling( elem, "nextSibling" ); + }, + prev: function( elem ) { + return sibling( elem, "previousSibling" ); + }, + nextAll: function( elem ) { + return dir( elem, "nextSibling" ); + }, + prevAll: function( elem ) { + return dir( elem, "previousSibling" ); + }, + nextUntil: function( elem, _i, until ) { + return dir( elem, "nextSibling", until ); + }, + prevUntil: function( elem, _i, until ) { + return dir( elem, "previousSibling", until ); + }, + siblings: function( elem ) { + return siblings( ( elem.parentNode || {} ).firstChild, elem ); + }, + children: function( elem ) { + return siblings( elem.firstChild ); + }, + contents: function( elem ) { + if ( elem.contentDocument != null && + + // Support: IE 11+ + // elements with no `data` attribute has an object + // `contentDocument` with a `null` prototype. + getProto( elem.contentDocument ) ) { + + return elem.contentDocument; + } + + // Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only + // Treat the template element as a regular one in browsers that + // don't support it. + if ( nodeName( elem, "template" ) ) { + elem = elem.content || elem; + } + + return jQuery.merge( [], elem.childNodes ); + } +}, function( name, fn ) { + jQuery.fn[ name ] = function( until, selector ) { + var matched = jQuery.map( this, fn, until ); + + if ( name.slice( -5 ) !== "Until" ) { + selector = until; + } + + if ( selector && typeof selector === "string" ) { + matched = jQuery.filter( selector, matched ); + } + + if ( this.length > 1 ) { + + // Remove duplicates + if ( !guaranteedUnique[ name ] ) { + jQuery.uniqueSort( matched ); + } + + // Reverse order for parents* and prev-derivatives + if ( rparentsprev.test( name ) ) { + matched.reverse(); + } + } + + return this.pushStack( matched ); + }; +} ); +var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g ); + + + +// Convert String-formatted options into Object-formatted ones +function createOptions( options ) { + var object = {}; + jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) { + object[ flag ] = true; + } ); + return object; +} + +/* + * Create a callback list using the following parameters: + * + * options: an optional list of space-separated options that will change how + * the callback list behaves or a more traditional option object + * + * By default a callback list will act like an event callback list and can be + * "fired" multiple times. + * + * Possible options: + * + * once: will ensure the callback list can only be fired once (like a Deferred) + * + * memory: will keep track of previous values and will call any callback added + * after the list has been fired right away with the latest "memorized" + * values (like a Deferred) + * + * unique: will ensure a callback can only be added once (no duplicate in the list) + * + * stopOnFalse: interrupt callings when a callback returns false + * + */ +jQuery.Callbacks = function( options ) { + + // Convert options from String-formatted to Object-formatted if needed + // (we check in cache first) + options = typeof options === "string" ? + createOptions( options ) : + jQuery.extend( {}, options ); + + var // Flag to know if list is currently firing + firing, + + // Last fire value for non-forgettable lists + memory, + + // Flag to know if list was already fired + fired, + + // Flag to prevent firing + locked, + + // Actual callback list + list = [], + + // Queue of execution data for repeatable lists + queue = [], + + // Index of currently firing callback (modified by add/remove as needed) + firingIndex = -1, + + // Fire callbacks + fire = function() { + + // Enforce single-firing + locked = locked || options.once; + + // Execute callbacks for all pending executions, + // respecting firingIndex overrides and runtime changes + fired = firing = true; + for ( ; queue.length; firingIndex = -1 ) { + memory = queue.shift(); + while ( ++firingIndex < list.length ) { + + // Run callback and check for early termination + if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && + options.stopOnFalse ) { + + // Jump to end and forget the data so .add doesn't re-fire + firingIndex = list.length; + memory = false; + } + } + } + + // Forget the data if we're done with it + if ( !options.memory ) { + memory = false; + } + + firing = false; + + // Clean up if we're done firing for good + if ( locked ) { + + // Keep an empty list if we have data for future add calls + if ( memory ) { + list = []; + + // Otherwise, this object is spent + } else { + list = ""; + } + } + }, + + // Actual Callbacks object + self = { + + // Add a callback or a collection of callbacks to the list + add: function() { + if ( list ) { + + // If we have memory from a past run, we should fire after adding + if ( memory && !firing ) { + firingIndex = list.length - 1; + queue.push( memory ); + } + + ( function add( args ) { + jQuery.each( args, function( _, arg ) { + if ( isFunction( arg ) ) { + if ( !options.unique || !self.has( arg ) ) { + list.push( arg ); + } + } else if ( arg && arg.length && toType( arg ) !== "string" ) { + + // Inspect recursively + add( arg ); + } + } ); + } )( arguments ); + + if ( memory && !firing ) { + fire(); + } + } + return this; + }, + + // Remove a callback from the list + remove: function() { + jQuery.each( arguments, function( _, arg ) { + var index; + while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { + list.splice( index, 1 ); + + // Handle firing indexes + if ( index <= firingIndex ) { + firingIndex--; + } + } + } ); + return this; + }, + + // Check if a given callback is in the list. + // If no argument is given, return whether or not list has callbacks attached. + has: function( fn ) { + return fn ? + jQuery.inArray( fn, list ) > -1 : + list.length > 0; + }, + + // Remove all callbacks from the list + empty: function() { + if ( list ) { + list = []; + } + return this; + }, + + // Disable .fire and .add + // Abort any current/pending executions + // Clear all callbacks and values + disable: function() { + locked = queue = []; + list = memory = ""; + return this; + }, + disabled: function() { + return !list; + }, + + // Disable .fire + // Also disable .add unless we have memory (since it would have no effect) + // Abort any pending executions + lock: function() { + locked = queue = []; + if ( !memory && !firing ) { + list = memory = ""; + } + return this; + }, + locked: function() { + return !!locked; + }, + + // Call all callbacks with the given context and arguments + fireWith: function( context, args ) { + if ( !locked ) { + args = args || []; + args = [ context, args.slice ? args.slice() : args ]; + queue.push( args ); + if ( !firing ) { + fire(); + } + } + return this; + }, + + // Call all the callbacks with the given arguments + fire: function() { + self.fireWith( this, arguments ); + return this; + }, + + // To know if the callbacks have already been called at least once + fired: function() { + return !!fired; + } + }; + + return self; +}; + + +function Identity( v ) { + return v; +} +function Thrower( ex ) { + throw ex; +} + +function adoptValue( value, resolve, reject, noValue ) { + var method; + + try { + + // Check for promise aspect first to privilege synchronous behavior + if ( value && isFunction( ( method = value.promise ) ) ) { + method.call( value ).done( resolve ).fail( reject ); + + // Other thenables + } else if ( value && isFunction( ( method = value.then ) ) ) { + method.call( value, resolve, reject ); + + // Other non-thenables + } else { + + // Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer: + // * false: [ value ].slice( 0 ) => resolve( value ) + // * true: [ value ].slice( 1 ) => resolve() + resolve.apply( undefined, [ value ].slice( noValue ) ); + } + + // For Promises/A+, convert exceptions into rejections + // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in + // Deferred#then to conditionally suppress rejection. + } catch ( value ) { + + // Support: Android 4.0 only + // Strict mode functions invoked without .call/.apply get global-object context + reject.apply( undefined, [ value ] ); + } +} + +jQuery.extend( { + + Deferred: function( func ) { + var tuples = [ + + // action, add listener, callbacks, + // ... .then handlers, argument index, [final state] + [ "notify", "progress", jQuery.Callbacks( "memory" ), + jQuery.Callbacks( "memory" ), 2 ], + [ "resolve", "done", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 0, "resolved" ], + [ "reject", "fail", jQuery.Callbacks( "once memory" ), + jQuery.Callbacks( "once memory" ), 1, "rejected" ] + ], + state = "pending", + promise = { + state: function() { + return state; + }, + always: function() { + deferred.done( arguments ).fail( arguments ); + return this; + }, + "catch": function( fn ) { + return promise.then( null, fn ); + }, + + // Keep pipe for back-compat + pipe: function( /* fnDone, fnFail, fnProgress */ ) { + var fns = arguments; + + return jQuery.Deferred( function( newDefer ) { + jQuery.each( tuples, function( _i, tuple ) { + + // Map tuples (progress, done, fail) to arguments (done, fail, progress) + var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; + + // deferred.progress(function() { bind to newDefer or newDefer.notify }) + // deferred.done(function() { bind to newDefer or newDefer.resolve }) + // deferred.fail(function() { bind to newDefer or newDefer.reject }) + deferred[ tuple[ 1 ] ]( function() { + var returned = fn && fn.apply( this, arguments ); + if ( returned && isFunction( returned.promise ) ) { + returned.promise() + .progress( newDefer.notify ) + .done( newDefer.resolve ) + .fail( newDefer.reject ); + } else { + newDefer[ tuple[ 0 ] + "With" ]( + this, + fn ? [ returned ] : arguments + ); + } + } ); + } ); + fns = null; + } ).promise(); + }, + then: function( onFulfilled, onRejected, onProgress ) { + var maxDepth = 0; + function resolve( depth, deferred, handler, special ) { + return function() { + var that = this, + args = arguments, + mightThrow = function() { + var returned, then; + + // Support: Promises/A+ section 2.3.3.3.3 + // https://promisesaplus.com/#point-59 + // Ignore double-resolution attempts + if ( depth < maxDepth ) { + return; + } + + returned = handler.apply( that, args ); + + // Support: Promises/A+ section 2.3.1 + // https://promisesaplus.com/#point-48 + if ( returned === deferred.promise() ) { + throw new TypeError( "Thenable self-resolution" ); + } + + // Support: Promises/A+ sections 2.3.3.1, 3.5 + // https://promisesaplus.com/#point-54 + // https://promisesaplus.com/#point-75 + // Retrieve `then` only once + then = returned && + + // Support: Promises/A+ section 2.3.4 + // https://promisesaplus.com/#point-64 + // Only check objects and functions for thenability + ( typeof returned === "object" || + typeof returned === "function" ) && + returned.then; + + // Handle a returned thenable + if ( isFunction( then ) ) { + + // Special processors (notify) just wait for resolution + if ( special ) { + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ) + ); + + // Normal processors (resolve) also hook into progress + } else { + + // ...and disregard older resolution values + maxDepth++; + + then.call( + returned, + resolve( maxDepth, deferred, Identity, special ), + resolve( maxDepth, deferred, Thrower, special ), + resolve( maxDepth, deferred, Identity, + deferred.notifyWith ) + ); + } + + // Handle all other returned values + } else { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Identity ) { + that = undefined; + args = [ returned ]; + } + + // Process the value(s) + // Default process is resolve + ( special || deferred.resolveWith )( that, args ); + } + }, + + // Only normal processors (resolve) catch and reject exceptions + process = special ? + mightThrow : + function() { + try { + mightThrow(); + } catch ( e ) { + + if ( jQuery.Deferred.exceptionHook ) { + jQuery.Deferred.exceptionHook( e, + process.stackTrace ); + } + + // Support: Promises/A+ section 2.3.3.3.4.1 + // https://promisesaplus.com/#point-61 + // Ignore post-resolution exceptions + if ( depth + 1 >= maxDepth ) { + + // Only substitute handlers pass on context + // and multiple values (non-spec behavior) + if ( handler !== Thrower ) { + that = undefined; + args = [ e ]; + } + + deferred.rejectWith( that, args ); + } + } + }; + + // Support: Promises/A+ section 2.3.3.3.1 + // https://promisesaplus.com/#point-57 + // Re-resolve promises immediately to dodge false rejection from + // subsequent errors + if ( depth ) { + process(); + } else { + + // Call an optional hook to record the stack, in case of exception + // since it's otherwise lost when execution goes async + if ( jQuery.Deferred.getStackHook ) { + process.stackTrace = jQuery.Deferred.getStackHook(); + } + window.setTimeout( process ); + } + }; + } + + return jQuery.Deferred( function( newDefer ) { + + // progress_handlers.add( ... ) + tuples[ 0 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onProgress ) ? + onProgress : + Identity, + newDefer.notifyWith + ) + ); + + // fulfilled_handlers.add( ... ) + tuples[ 1 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onFulfilled ) ? + onFulfilled : + Identity + ) + ); + + // rejected_handlers.add( ... ) + tuples[ 2 ][ 3 ].add( + resolve( + 0, + newDefer, + isFunction( onRejected ) ? + onRejected : + Thrower + ) + ); + } ).promise(); + }, + + // Get a promise for this deferred + // If obj is provided, the promise aspect is added to the object + promise: function( obj ) { + return obj != null ? jQuery.extend( obj, promise ) : promise; + } + }, + deferred = {}; + + // Add list-specific methods + jQuery.each( tuples, function( i, tuple ) { + var list = tuple[ 2 ], + stateString = tuple[ 5 ]; + + // promise.progress = list.add + // promise.done = list.add + // promise.fail = list.add + promise[ tuple[ 1 ] ] = list.add; + + // Handle state + if ( stateString ) { + list.add( + function() { + + // state = "resolved" (i.e., fulfilled) + // state = "rejected" + state = stateString; + }, + + // rejected_callbacks.disable + // fulfilled_callbacks.disable + tuples[ 3 - i ][ 2 ].disable, + + // rejected_handlers.disable + // fulfilled_handlers.disable + tuples[ 3 - i ][ 3 ].disable, + + // progress_callbacks.lock + tuples[ 0 ][ 2 ].lock, + + // progress_handlers.lock + tuples[ 0 ][ 3 ].lock + ); + } + + // progress_handlers.fire + // fulfilled_handlers.fire + // rejected_handlers.fire + list.add( tuple[ 3 ].fire ); + + // deferred.notify = function() { deferred.notifyWith(...) } + // deferred.resolve = function() { deferred.resolveWith(...) } + // deferred.reject = function() { deferred.rejectWith(...) } + deferred[ tuple[ 0 ] ] = function() { + deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); + return this; + }; + + // deferred.notifyWith = list.fireWith + // deferred.resolveWith = list.fireWith + // deferred.rejectWith = list.fireWith + deferred[ tuple[ 0 ] + "With" ] = list.fireWith; + } ); + + // Make the deferred a promise + promise.promise( deferred ); + + // Call given func if any + if ( func ) { + func.call( deferred, deferred ); + } + + // All done! + return deferred; + }, + + // Deferred helper + when: function( singleValue ) { + var + + // count of uncompleted subordinates + remaining = arguments.length, + + // count of unprocessed arguments + i = remaining, + + // subordinate fulfillment data + resolveContexts = Array( i ), + resolveValues = slice.call( arguments ), + + // the master Deferred + master = jQuery.Deferred(), + + // subordinate callback factory + updateFunc = function( i ) { + return function( value ) { + resolveContexts[ i ] = this; + resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; + if ( !( --remaining ) ) { + master.resolveWith( resolveContexts, resolveValues ); + } + }; + }; + + // Single- and empty arguments are adopted like Promise.resolve + if ( remaining <= 1 ) { + adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject, + !remaining ); + + // Use .then() to unwrap secondary thenables (cf. gh-3000) + if ( master.state() === "pending" || + isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { + + return master.then(); + } + } + + // Multiple arguments are aggregated like Promise.all array elements + while ( i-- ) { + adoptValue( resolveValues[ i ], updateFunc( i ), master.reject ); + } + + return master.promise(); + } +} ); + + +// These usually indicate a programmer mistake during development, +// warn about them ASAP rather than swallowing them by default. +var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; + +jQuery.Deferred.exceptionHook = function( error, stack ) { + + // Support: IE 8 - 9 only + // Console exists when dev tools are open, which can happen at any time + if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { + window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); + } +}; + + + + +jQuery.readyException = function( error ) { + window.setTimeout( function() { + throw error; + } ); +}; + + + + +// The deferred used on DOM ready +var readyList = jQuery.Deferred(); + +jQuery.fn.ready = function( fn ) { + + readyList + .then( fn ) + + // Wrap jQuery.readyException in a function so that the lookup + // happens at the time of error handling instead of callback + // registration. + .catch( function( error ) { + jQuery.readyException( error ); + } ); + + return this; +}; + +jQuery.extend( { + + // Is the DOM ready to be used? Set to true once it occurs. + isReady: false, + + // A counter to track how many items to wait for before + // the ready event fires. See #6781 + readyWait: 1, + + // Handle when the DOM is ready + ready: function( wait ) { + + // Abort if there are pending holds or we're already ready + if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { + return; + } + + // Remember that the DOM is ready + jQuery.isReady = true; + + // If a normal DOM Ready event fired, decrement, and wait if need be + if ( wait !== true && --jQuery.readyWait > 0 ) { + return; + } + + // If there are functions bound, to execute + readyList.resolveWith( document, [ jQuery ] ); + } +} ); + +jQuery.ready.then = readyList.then; + +// The ready event handler and self cleanup method +function completed() { + document.removeEventListener( "DOMContentLoaded", completed ); + window.removeEventListener( "load", completed ); + jQuery.ready(); +} + +// Catch cases where $(document).ready() is called +// after the browser event has already occurred. +// Support: IE <=9 - 10 only +// Older IE sometimes signals "interactive" too soon +if ( document.readyState === "complete" || + ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { + + // Handle it asynchronously to allow scripts the opportunity to delay ready + window.setTimeout( jQuery.ready ); + +} else { + + // Use the handy event callback + document.addEventListener( "DOMContentLoaded", completed ); + + // A fallback to window.onload, that will always work + window.addEventListener( "load", completed ); +} + + + + +// Multifunctional method to get and set values of a collection +// The value/s can optionally be executed if it's a function +var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { + var i = 0, + len = elems.length, + bulk = key == null; + + // Sets many values + if ( toType( key ) === "object" ) { + chainable = true; + for ( i in key ) { + access( elems, fn, i, key[ i ], true, emptyGet, raw ); + } + + // Sets one value + } else if ( value !== undefined ) { + chainable = true; + + if ( !isFunction( value ) ) { + raw = true; + } + + if ( bulk ) { + + // Bulk operations run against the entire set + if ( raw ) { + fn.call( elems, value ); + fn = null; + + // ...except when executing function values + } else { + bulk = fn; + fn = function( elem, _key, value ) { + return bulk.call( jQuery( elem ), value ); + }; + } + } + + if ( fn ) { + for ( ; i < len; i++ ) { + fn( + elems[ i ], key, raw ? + value : + value.call( elems[ i ], i, fn( elems[ i ], key ) ) + ); + } + } + } + + if ( chainable ) { + return elems; + } + + // Gets + if ( bulk ) { + return fn.call( elems ); + } + + return len ? fn( elems[ 0 ], key ) : emptyGet; +}; + + +// Matches dashed string for camelizing +var rmsPrefix = /^-ms-/, + rdashAlpha = /-([a-z])/g; + +// Used by camelCase as callback to replace() +function fcamelCase( _all, letter ) { + return letter.toUpperCase(); +} + +// Convert dashed to camelCase; used by the css and data modules +// Support: IE <=9 - 11, Edge 12 - 15 +// Microsoft forgot to hump their vendor prefix (#9572) +function camelCase( string ) { + return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); +} +var acceptData = function( owner ) { + + // Accepts only: + // - Node + // - Node.ELEMENT_NODE + // - Node.DOCUMENT_NODE + // - Object + // - Any + return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); +}; + + + + +function Data() { + this.expando = jQuery.expando + Data.uid++; +} + +Data.uid = 1; + +Data.prototype = { + + cache: function( owner ) { + + // Check if the owner object already has a cache + var value = owner[ this.expando ]; + + // If not, create one + if ( !value ) { + value = {}; + + // We can accept data for non-element nodes in modern browsers, + // but we should not, see #8335. + // Always return an empty object. + if ( acceptData( owner ) ) { + + // If it is a node unlikely to be stringify-ed or looped over + // use plain assignment + if ( owner.nodeType ) { + owner[ this.expando ] = value; + + // Otherwise secure it in a non-enumerable property + // configurable must be true to allow the property to be + // deleted when data is removed + } else { + Object.defineProperty( owner, this.expando, { + value: value, + configurable: true + } ); + } + } + } + + return value; + }, + set: function( owner, data, value ) { + var prop, + cache = this.cache( owner ); + + // Handle: [ owner, key, value ] args + // Always use camelCase key (gh-2257) + if ( typeof data === "string" ) { + cache[ camelCase( data ) ] = value; + + // Handle: [ owner, { properties } ] args + } else { + + // Copy the properties one-by-one to the cache object + for ( prop in data ) { + cache[ camelCase( prop ) ] = data[ prop ]; + } + } + return cache; + }, + get: function( owner, key ) { + return key === undefined ? + this.cache( owner ) : + + // Always use camelCase key (gh-2257) + owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ]; + }, + access: function( owner, key, value ) { + + // In cases where either: + // + // 1. No key was specified + // 2. A string key was specified, but no value provided + // + // Take the "read" path and allow the get method to determine + // which value to return, respectively either: + // + // 1. The entire cache object + // 2. The data stored at the key + // + if ( key === undefined || + ( ( key && typeof key === "string" ) && value === undefined ) ) { + + return this.get( owner, key ); + } + + // When the key is not a string, or both a key and value + // are specified, set or extend (existing objects) with either: + // + // 1. An object of properties + // 2. A key and value + // + this.set( owner, key, value ); + + // Since the "set" path can have two possible entry points + // return the expected data based on which path was taken[*] + return value !== undefined ? value : key; + }, + remove: function( owner, key ) { + var i, + cache = owner[ this.expando ]; + + if ( cache === undefined ) { + return; + } + + if ( key !== undefined ) { + + // Support array or space separated string of keys + if ( Array.isArray( key ) ) { + + // If key is an array of keys... + // We always set camelCase keys, so remove that. + key = key.map( camelCase ); + } else { + key = camelCase( key ); + + // If a key with the spaces exists, use it. + // Otherwise, create an array by matching non-whitespace + key = key in cache ? + [ key ] : + ( key.match( rnothtmlwhite ) || [] ); + } + + i = key.length; + + while ( i-- ) { + delete cache[ key[ i ] ]; + } + } + + // Remove the expando if there's no more data + if ( key === undefined || jQuery.isEmptyObject( cache ) ) { + + // Support: Chrome <=35 - 45 + // Webkit & Blink performance suffers when deleting properties + // from DOM nodes, so set to undefined instead + // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) + if ( owner.nodeType ) { + owner[ this.expando ] = undefined; + } else { + delete owner[ this.expando ]; + } + } + }, + hasData: function( owner ) { + var cache = owner[ this.expando ]; + return cache !== undefined && !jQuery.isEmptyObject( cache ); + } +}; +var dataPriv = new Data(); + +var dataUser = new Data(); + + + +// Implementation Summary +// +// 1. Enforce API surface and semantic compatibility with 1.9.x branch +// 2. Improve the module's maintainability by reducing the storage +// paths to a single mechanism. +// 3. Use the same single mechanism to support "private" and "user" data. +// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) +// 5. Avoid exposing implementation details on user objects (eg. expando properties) +// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 + +var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, + rmultiDash = /[A-Z]/g; + +function getData( data ) { + if ( data === "true" ) { + return true; + } + + if ( data === "false" ) { + return false; + } + + if ( data === "null" ) { + return null; + } + + // Only convert to a number if it doesn't change the string + if ( data === +data + "" ) { + return +data; + } + + if ( rbrace.test( data ) ) { + return JSON.parse( data ); + } + + return data; +} + +function dataAttr( elem, key, data ) { + var name; + + // If nothing was found internally, try to fetch any + // data from the HTML5 data-* attribute + if ( data === undefined && elem.nodeType === 1 ) { + name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); + data = elem.getAttribute( name ); + + if ( typeof data === "string" ) { + try { + data = getData( data ); + } catch ( e ) {} + + // Make sure we set the data so it isn't changed later + dataUser.set( elem, key, data ); + } else { + data = undefined; + } + } + return data; +} + +jQuery.extend( { + hasData: function( elem ) { + return dataUser.hasData( elem ) || dataPriv.hasData( elem ); + }, + + data: function( elem, name, data ) { + return dataUser.access( elem, name, data ); + }, + + removeData: function( elem, name ) { + dataUser.remove( elem, name ); + }, + + // TODO: Now that all calls to _data and _removeData have been replaced + // with direct calls to dataPriv methods, these can be deprecated. + _data: function( elem, name, data ) { + return dataPriv.access( elem, name, data ); + }, + + _removeData: function( elem, name ) { + dataPriv.remove( elem, name ); + } +} ); + +jQuery.fn.extend( { + data: function( key, value ) { + var i, name, data, + elem = this[ 0 ], + attrs = elem && elem.attributes; + + // Gets all values + if ( key === undefined ) { + if ( this.length ) { + data = dataUser.get( elem ); + + if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { + i = attrs.length; + while ( i-- ) { + + // Support: IE 11 only + // The attrs elements can be null (#14894) + if ( attrs[ i ] ) { + name = attrs[ i ].name; + if ( name.indexOf( "data-" ) === 0 ) { + name = camelCase( name.slice( 5 ) ); + dataAttr( elem, name, data[ name ] ); + } + } + } + dataPriv.set( elem, "hasDataAttrs", true ); + } + } + + return data; + } + + // Sets multiple values + if ( typeof key === "object" ) { + return this.each( function() { + dataUser.set( this, key ); + } ); + } + + return access( this, function( value ) { + var data; + + // The calling jQuery object (element matches) is not empty + // (and therefore has an element appears at this[ 0 ]) and the + // `value` parameter was not undefined. An empty jQuery object + // will result in `undefined` for elem = this[ 0 ] which will + // throw an exception if an attempt to read a data cache is made. + if ( elem && value === undefined ) { + + // Attempt to get data from the cache + // The key will always be camelCased in Data + data = dataUser.get( elem, key ); + if ( data !== undefined ) { + return data; + } + + // Attempt to "discover" the data in + // HTML5 custom data-* attrs + data = dataAttr( elem, key ); + if ( data !== undefined ) { + return data; + } + + // We tried really hard, but the data doesn't exist. + return; + } + + // Set the data... + this.each( function() { + + // We always store the camelCased key + dataUser.set( this, key, value ); + } ); + }, null, value, arguments.length > 1, null, true ); + }, + + removeData: function( key ) { + return this.each( function() { + dataUser.remove( this, key ); + } ); + } +} ); + + +jQuery.extend( { + queue: function( elem, type, data ) { + var queue; + + if ( elem ) { + type = ( type || "fx" ) + "queue"; + queue = dataPriv.get( elem, type ); + + // Speed up dequeue by getting out quickly if this is just a lookup + if ( data ) { + if ( !queue || Array.isArray( data ) ) { + queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); + } else { + queue.push( data ); + } + } + return queue || []; + } + }, + + dequeue: function( elem, type ) { + type = type || "fx"; + + var queue = jQuery.queue( elem, type ), + startLength = queue.length, + fn = queue.shift(), + hooks = jQuery._queueHooks( elem, type ), + next = function() { + jQuery.dequeue( elem, type ); + }; + + // If the fx queue is dequeued, always remove the progress sentinel + if ( fn === "inprogress" ) { + fn = queue.shift(); + startLength--; + } + + if ( fn ) { + + // Add a progress sentinel to prevent the fx queue from being + // automatically dequeued + if ( type === "fx" ) { + queue.unshift( "inprogress" ); + } + + // Clear up the last queue stop function + delete hooks.stop; + fn.call( elem, next, hooks ); + } + + if ( !startLength && hooks ) { + hooks.empty.fire(); + } + }, + + // Not public - generate a queueHooks object, or return the current one + _queueHooks: function( elem, type ) { + var key = type + "queueHooks"; + return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { + empty: jQuery.Callbacks( "once memory" ).add( function() { + dataPriv.remove( elem, [ type + "queue", key ] ); + } ) + } ); + } +} ); + +jQuery.fn.extend( { + queue: function( type, data ) { + var setter = 2; + + if ( typeof type !== "string" ) { + data = type; + type = "fx"; + setter--; + } + + if ( arguments.length < setter ) { + return jQuery.queue( this[ 0 ], type ); + } + + return data === undefined ? + this : + this.each( function() { + var queue = jQuery.queue( this, type, data ); + + // Ensure a hooks for this queue + jQuery._queueHooks( this, type ); + + if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { + jQuery.dequeue( this, type ); + } + } ); + }, + dequeue: function( type ) { + return this.each( function() { + jQuery.dequeue( this, type ); + } ); + }, + clearQueue: function( type ) { + return this.queue( type || "fx", [] ); + }, + + // Get a promise resolved when queues of a certain type + // are emptied (fx is the type by default) + promise: function( type, obj ) { + var tmp, + count = 1, + defer = jQuery.Deferred(), + elements = this, + i = this.length, + resolve = function() { + if ( !( --count ) ) { + defer.resolveWith( elements, [ elements ] ); + } + }; + + if ( typeof type !== "string" ) { + obj = type; + type = undefined; + } + type = type || "fx"; + + while ( i-- ) { + tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); + if ( tmp && tmp.empty ) { + count++; + tmp.empty.add( resolve ); + } + } + resolve(); + return defer.promise( obj ); + } +} ); +var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; + +var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); + + +var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; + +var documentElement = document.documentElement; + + + + var isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ); + }, + composed = { composed: true }; + + // Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only + // Check attachment across shadow DOM boundaries when possible (gh-3504) + // Support: iOS 10.0-10.2 only + // Early iOS 10 versions support `attachShadow` but not `getRootNode`, + // leading to errors. We need to check for `getRootNode`. + if ( documentElement.getRootNode ) { + isAttached = function( elem ) { + return jQuery.contains( elem.ownerDocument, elem ) || + elem.getRootNode( composed ) === elem.ownerDocument; + }; + } +var isHiddenWithinTree = function( elem, el ) { + + // isHiddenWithinTree might be called from jQuery#filter function; + // in that case, element will be second argument + elem = el || elem; + + // Inline style trumps all + return elem.style.display === "none" || + elem.style.display === "" && + + // Otherwise, check computed style + // Support: Firefox <=43 - 45 + // Disconnected elements can have computed display: none, so first confirm that elem is + // in the document. + isAttached( elem ) && + + jQuery.css( elem, "display" ) === "none"; + }; + + + +function adjustCSS( elem, prop, valueParts, tween ) { + var adjusted, scale, + maxIterations = 20, + currentValue = tween ? + function() { + return tween.cur(); + } : + function() { + return jQuery.css( elem, prop, "" ); + }, + initial = currentValue(), + unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), + + // Starting value computation is required for potential unit mismatches + initialInUnit = elem.nodeType && + ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && + rcssNum.exec( jQuery.css( elem, prop ) ); + + if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { + + // Support: Firefox <=54 + // Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144) + initial = initial / 2; + + // Trust units reported by jQuery.css + unit = unit || initialInUnit[ 3 ]; + + // Iteratively approximate from a nonzero starting point + initialInUnit = +initial || 1; + + while ( maxIterations-- ) { + + // Evaluate and update our best guess (doubling guesses that zero out). + // Finish if the scale equals or crosses 1 (making the old*new product non-positive). + jQuery.style( elem, prop, initialInUnit + unit ); + if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) { + maxIterations = 0; + } + initialInUnit = initialInUnit / scale; + + } + + initialInUnit = initialInUnit * 2; + jQuery.style( elem, prop, initialInUnit + unit ); + + // Make sure we update the tween properties later on + valueParts = valueParts || []; + } + + if ( valueParts ) { + initialInUnit = +initialInUnit || +initial || 0; + + // Apply relative offset (+=/-=) if specified + adjusted = valueParts[ 1 ] ? + initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : + +valueParts[ 2 ]; + if ( tween ) { + tween.unit = unit; + tween.start = initialInUnit; + tween.end = adjusted; + } + } + return adjusted; +} + + +var defaultDisplayMap = {}; + +function getDefaultDisplay( elem ) { + var temp, + doc = elem.ownerDocument, + nodeName = elem.nodeName, + display = defaultDisplayMap[ nodeName ]; + + if ( display ) { + return display; + } + + temp = doc.body.appendChild( doc.createElement( nodeName ) ); + display = jQuery.css( temp, "display" ); + + temp.parentNode.removeChild( temp ); + + if ( display === "none" ) { + display = "block"; + } + defaultDisplayMap[ nodeName ] = display; + + return display; +} + +function showHide( elements, show ) { + var display, elem, + values = [], + index = 0, + length = elements.length; + + // Determine new display value for elements that need to change + for ( ; index < length; index++ ) { + elem = elements[ index ]; + if ( !elem.style ) { + continue; + } + + display = elem.style.display; + if ( show ) { + + // Since we force visibility upon cascade-hidden elements, an immediate (and slow) + // check is required in this first loop unless we have a nonempty display value (either + // inline or about-to-be-restored) + if ( display === "none" ) { + values[ index ] = dataPriv.get( elem, "display" ) || null; + if ( !values[ index ] ) { + elem.style.display = ""; + } + } + if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { + values[ index ] = getDefaultDisplay( elem ); + } + } else { + if ( display !== "none" ) { + values[ index ] = "none"; + + // Remember what we're overwriting + dataPriv.set( elem, "display", display ); + } + } + } + + // Set the display of the elements in a second loop to avoid constant reflow + for ( index = 0; index < length; index++ ) { + if ( values[ index ] != null ) { + elements[ index ].style.display = values[ index ]; + } + } + + return elements; +} + +jQuery.fn.extend( { + show: function() { + return showHide( this, true ); + }, + hide: function() { + return showHide( this ); + }, + toggle: function( state ) { + if ( typeof state === "boolean" ) { + return state ? this.show() : this.hide(); + } + + return this.each( function() { + if ( isHiddenWithinTree( this ) ) { + jQuery( this ).show(); + } else { + jQuery( this ).hide(); + } + } ); + } +} ); +var rcheckableType = ( /^(?:checkbox|radio)$/i ); + +var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i ); + +var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i ); + + + +( function() { + var fragment = document.createDocumentFragment(), + div = fragment.appendChild( document.createElement( "div" ) ), + input = document.createElement( "input" ); + + // Support: Android 4.0 - 4.3 only + // Check state lost if the name is set (#11217) + // Support: Windows Web Apps (WWA) + // `name` and `type` must use .setAttribute for WWA (#14901) + input.setAttribute( "type", "radio" ); + input.setAttribute( "checked", "checked" ); + input.setAttribute( "name", "t" ); + + div.appendChild( input ); + + // Support: Android <=4.1 only + // Older WebKit doesn't clone checked state correctly in fragments + support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; + + // Support: IE <=11 only + // Make sure textarea (and checkbox) defaultValue is properly cloned + div.innerHTML = ""; + support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; + + // Support: IE <=9 only + // IE <=9 replaces "; + support.option = !!div.lastChild; +} )(); + + +// We have to close these tags to support XHTML (#13200) +var wrapMap = { + + // XHTML parsers do not magically insert elements in the + // same way that tag soup parsers do. So we cannot shorten + // this by omitting or other required elements. + thead: [ 1, "", "
" ], + col: [ 2, "", "
" ], + tr: [ 2, "", "
" ], + td: [ 3, "", "
" ], + + _default: [ 0, "", "" ] +}; + +wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; +wrapMap.th = wrapMap.td; + +// Support: IE <=9 only +if ( !support.option ) { + wrapMap.optgroup = wrapMap.option = [ 1, "" ]; +} + + +function getAll( context, tag ) { + + // Support: IE <=9 - 11 only + // Use typeof to avoid zero-argument method invocation on host objects (#15151) + var ret; + + if ( typeof context.getElementsByTagName !== "undefined" ) { + ret = context.getElementsByTagName( tag || "*" ); + + } else if ( typeof context.querySelectorAll !== "undefined" ) { + ret = context.querySelectorAll( tag || "*" ); + + } else { + ret = []; + } + + if ( tag === undefined || tag && nodeName( context, tag ) ) { + return jQuery.merge( [ context ], ret ); + } + + return ret; +} + + +// Mark scripts as having already been evaluated +function setGlobalEval( elems, refElements ) { + var i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + dataPriv.set( + elems[ i ], + "globalEval", + !refElements || dataPriv.get( refElements[ i ], "globalEval" ) + ); + } +} + + +var rhtml = /<|&#?\w+;/; + +function buildFragment( elems, context, scripts, selection, ignored ) { + var elem, tmp, tag, wrap, attached, j, + fragment = context.createDocumentFragment(), + nodes = [], + i = 0, + l = elems.length; + + for ( ; i < l; i++ ) { + elem = elems[ i ]; + + if ( elem || elem === 0 ) { + + // Add nodes directly + if ( toType( elem ) === "object" ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); + + // Convert non-html into a text node + } else if ( !rhtml.test( elem ) ) { + nodes.push( context.createTextNode( elem ) ); + + // Convert html into DOM nodes + } else { + tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); + + // Deserialize a standard representation + tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); + wrap = wrapMap[ tag ] || wrapMap._default; + tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; + + // Descend through wrappers to the right content + j = wrap[ 0 ]; + while ( j-- ) { + tmp = tmp.lastChild; + } + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( nodes, tmp.childNodes ); + + // Remember the top-level container + tmp = fragment.firstChild; + + // Ensure the created nodes are orphaned (#12392) + tmp.textContent = ""; + } + } + } + + // Remove wrapper from fragment + fragment.textContent = ""; + + i = 0; + while ( ( elem = nodes[ i++ ] ) ) { + + // Skip elements already in the context collection (trac-4087) + if ( selection && jQuery.inArray( elem, selection ) > -1 ) { + if ( ignored ) { + ignored.push( elem ); + } + continue; + } + + attached = isAttached( elem ); + + // Append to fragment + tmp = getAll( fragment.appendChild( elem ), "script" ); + + // Preserve script evaluation history + if ( attached ) { + setGlobalEval( tmp ); + } + + // Capture executables + if ( scripts ) { + j = 0; + while ( ( elem = tmp[ j++ ] ) ) { + if ( rscriptType.test( elem.type || "" ) ) { + scripts.push( elem ); + } + } + } + } + + return fragment; +} + + +var + rkeyEvent = /^key/, + rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/, + rtypenamespace = /^([^.]*)(?:\.(.+)|)/; + +function returnTrue() { + return true; +} + +function returnFalse() { + return false; +} + +// Support: IE <=9 - 11+ +// focus() and blur() are asynchronous, except when they are no-op. +// So expect focus to be synchronous when the element is already active, +// and blur to be synchronous when the element is not already active. +// (focus and blur are always synchronous in other supported browsers, +// this just defines when we can count on it). +function expectSync( elem, type ) { + return ( elem === safeActiveElement() ) === ( type === "focus" ); +} + +// Support: IE <=9 only +// Accessing document.activeElement can throw unexpectedly +// https://bugs.jquery.com/ticket/13393 +function safeActiveElement() { + try { + return document.activeElement; + } catch ( err ) { } +} + +function on( elem, types, selector, data, fn, one ) { + var origFn, type; + + // Types can be a map of types/handlers + if ( typeof types === "object" ) { + + // ( types-Object, selector, data ) + if ( typeof selector !== "string" ) { + + // ( types-Object, data ) + data = data || selector; + selector = undefined; + } + for ( type in types ) { + on( elem, type, selector, data, types[ type ], one ); + } + return elem; + } + + if ( data == null && fn == null ) { + + // ( types, fn ) + fn = selector; + data = selector = undefined; + } else if ( fn == null ) { + if ( typeof selector === "string" ) { + + // ( types, selector, fn ) + fn = data; + data = undefined; + } else { + + // ( types, data, fn ) + fn = data; + data = selector; + selector = undefined; + } + } + if ( fn === false ) { + fn = returnFalse; + } else if ( !fn ) { + return elem; + } + + if ( one === 1 ) { + origFn = fn; + fn = function( event ) { + + // Can use an empty set, since event contains the info + jQuery().off( event ); + return origFn.apply( this, arguments ); + }; + + // Use same guid so caller can remove using origFn + fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); + } + return elem.each( function() { + jQuery.event.add( this, types, fn, data, selector ); + } ); +} + +/* + * Helper functions for managing events -- not part of the public interface. + * Props to Dean Edwards' addEvent library for many of the ideas. + */ +jQuery.event = { + + global: {}, + + add: function( elem, types, handler, data, selector ) { + + var handleObjIn, eventHandle, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.get( elem ); + + // Only attach events to objects that accept data + if ( !acceptData( elem ) ) { + return; + } + + // Caller can pass in an object of custom data in lieu of the handler + if ( handler.handler ) { + handleObjIn = handler; + handler = handleObjIn.handler; + selector = handleObjIn.selector; + } + + // Ensure that invalid selectors throw exceptions at attach time + // Evaluate against documentElement in case elem is a non-element node (e.g., document) + if ( selector ) { + jQuery.find.matchesSelector( documentElement, selector ); + } + + // Make sure that the handler has a unique ID, used to find/remove it later + if ( !handler.guid ) { + handler.guid = jQuery.guid++; + } + + // Init the element's event structure and main handler, if this is the first + if ( !( events = elemData.events ) ) { + events = elemData.events = Object.create( null ); + } + if ( !( eventHandle = elemData.handle ) ) { + eventHandle = elemData.handle = function( e ) { + + // Discard the second event of a jQuery.event.trigger() and + // when an event is called after a page has unloaded + return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? + jQuery.event.dispatch.apply( elem, arguments ) : undefined; + }; + } + + // Handle multiple events separated by a space + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // There *must* be a type, no attaching namespace-only handlers + if ( !type ) { + continue; + } + + // If event changes its type, use the special event handlers for the changed type + special = jQuery.event.special[ type ] || {}; + + // If selector defined, determine special event api type, otherwise given type + type = ( selector ? special.delegateType : special.bindType ) || type; + + // Update special based on newly reset type + special = jQuery.event.special[ type ] || {}; + + // handleObj is passed to all event handlers + handleObj = jQuery.extend( { + type: type, + origType: origType, + data: data, + handler: handler, + guid: handler.guid, + selector: selector, + needsContext: selector && jQuery.expr.match.needsContext.test( selector ), + namespace: namespaces.join( "." ) + }, handleObjIn ); + + // Init the event handler queue if we're the first + if ( !( handlers = events[ type ] ) ) { + handlers = events[ type ] = []; + handlers.delegateCount = 0; + + // Only use addEventListener if the special events handler returns false + if ( !special.setup || + special.setup.call( elem, data, namespaces, eventHandle ) === false ) { + + if ( elem.addEventListener ) { + elem.addEventListener( type, eventHandle ); + } + } + } + + if ( special.add ) { + special.add.call( elem, handleObj ); + + if ( !handleObj.handler.guid ) { + handleObj.handler.guid = handler.guid; + } + } + + // Add to the element's handler list, delegates in front + if ( selector ) { + handlers.splice( handlers.delegateCount++, 0, handleObj ); + } else { + handlers.push( handleObj ); + } + + // Keep track of which events have ever been used, for event optimization + jQuery.event.global[ type ] = true; + } + + }, + + // Detach an event or set of events from an element + remove: function( elem, types, handler, selector, mappedTypes ) { + + var j, origCount, tmp, + events, t, handleObj, + special, handlers, type, namespaces, origType, + elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); + + if ( !elemData || !( events = elemData.events ) ) { + return; + } + + // Once for each type.namespace in types; type may be omitted + types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; + t = types.length; + while ( t-- ) { + tmp = rtypenamespace.exec( types[ t ] ) || []; + type = origType = tmp[ 1 ]; + namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); + + // Unbind all events (on this namespace, if provided) for the element + if ( !type ) { + for ( type in events ) { + jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); + } + continue; + } + + special = jQuery.event.special[ type ] || {}; + type = ( selector ? special.delegateType : special.bindType ) || type; + handlers = events[ type ] || []; + tmp = tmp[ 2 ] && + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); + + // Remove matching events + origCount = j = handlers.length; + while ( j-- ) { + handleObj = handlers[ j ]; + + if ( ( mappedTypes || origType === handleObj.origType ) && + ( !handler || handler.guid === handleObj.guid ) && + ( !tmp || tmp.test( handleObj.namespace ) ) && + ( !selector || selector === handleObj.selector || + selector === "**" && handleObj.selector ) ) { + handlers.splice( j, 1 ); + + if ( handleObj.selector ) { + handlers.delegateCount--; + } + if ( special.remove ) { + special.remove.call( elem, handleObj ); + } + } + } + + // Remove generic event handler if we removed something and no more handlers exist + // (avoids potential for endless recursion during removal of special event handlers) + if ( origCount && !handlers.length ) { + if ( !special.teardown || + special.teardown.call( elem, namespaces, elemData.handle ) === false ) { + + jQuery.removeEvent( elem, type, elemData.handle ); + } + + delete events[ type ]; + } + } + + // Remove data and the expando if it's no longer used + if ( jQuery.isEmptyObject( events ) ) { + dataPriv.remove( elem, "handle events" ); + } + }, + + dispatch: function( nativeEvent ) { + + var i, j, ret, matched, handleObj, handlerQueue, + args = new Array( arguments.length ), + + // Make a writable jQuery.Event from the native event object + event = jQuery.event.fix( nativeEvent ), + + handlers = ( + dataPriv.get( this, "events" ) || Object.create( null ) + )[ event.type ] || [], + special = jQuery.event.special[ event.type ] || {}; + + // Use the fix-ed jQuery.Event rather than the (read-only) native event + args[ 0 ] = event; + + for ( i = 1; i < arguments.length; i++ ) { + args[ i ] = arguments[ i ]; + } + + event.delegateTarget = this; + + // Call the preDispatch hook for the mapped type, and let it bail if desired + if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { + return; + } + + // Determine handlers + handlerQueue = jQuery.event.handlers.call( this, event, handlers ); + + // Run delegates first; they may want to stop propagation beneath us + i = 0; + while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { + event.currentTarget = matched.elem; + + j = 0; + while ( ( handleObj = matched.handlers[ j++ ] ) && + !event.isImmediatePropagationStopped() ) { + + // If the event is namespaced, then each handler is only invoked if it is + // specially universal or its namespaces are a superset of the event's. + if ( !event.rnamespace || handleObj.namespace === false || + event.rnamespace.test( handleObj.namespace ) ) { + + event.handleObj = handleObj; + event.data = handleObj.data; + + ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || + handleObj.handler ).apply( matched.elem, args ); + + if ( ret !== undefined ) { + if ( ( event.result = ret ) === false ) { + event.preventDefault(); + event.stopPropagation(); + } + } + } + } + } + + // Call the postDispatch hook for the mapped type + if ( special.postDispatch ) { + special.postDispatch.call( this, event ); + } + + return event.result; + }, + + handlers: function( event, handlers ) { + var i, handleObj, sel, matchedHandlers, matchedSelectors, + handlerQueue = [], + delegateCount = handlers.delegateCount, + cur = event.target; + + // Find delegate handlers + if ( delegateCount && + + // Support: IE <=9 + // Black-hole SVG instance trees (trac-13180) + cur.nodeType && + + // Support: Firefox <=42 + // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) + // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click + // Support: IE 11 only + // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) + !( event.type === "click" && event.button >= 1 ) ) { + + for ( ; cur !== this; cur = cur.parentNode || this ) { + + // Don't check non-elements (#13208) + // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) + if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { + matchedHandlers = []; + matchedSelectors = {}; + for ( i = 0; i < delegateCount; i++ ) { + handleObj = handlers[ i ]; + + // Don't conflict with Object.prototype properties (#13203) + sel = handleObj.selector + " "; + + if ( matchedSelectors[ sel ] === undefined ) { + matchedSelectors[ sel ] = handleObj.needsContext ? + jQuery( sel, this ).index( cur ) > -1 : + jQuery.find( sel, this, null, [ cur ] ).length; + } + if ( matchedSelectors[ sel ] ) { + matchedHandlers.push( handleObj ); + } + } + if ( matchedHandlers.length ) { + handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); + } + } + } + } + + // Add the remaining (directly-bound) handlers + cur = this; + if ( delegateCount < handlers.length ) { + handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); + } + + return handlerQueue; + }, + + addProp: function( name, hook ) { + Object.defineProperty( jQuery.Event.prototype, name, { + enumerable: true, + configurable: true, + + get: isFunction( hook ) ? + function() { + if ( this.originalEvent ) { + return hook( this.originalEvent ); + } + } : + function() { + if ( this.originalEvent ) { + return this.originalEvent[ name ]; + } + }, + + set: function( value ) { + Object.defineProperty( this, name, { + enumerable: true, + configurable: true, + writable: true, + value: value + } ); + } + } ); + }, + + fix: function( originalEvent ) { + return originalEvent[ jQuery.expando ] ? + originalEvent : + new jQuery.Event( originalEvent ); + }, + + special: { + load: { + + // Prevent triggered image.load events from bubbling to window.load + noBubble: true + }, + click: { + + // Utilize native event to ensure correct state for checkable inputs + setup: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Claim the first handler + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + // dataPriv.set( el, "click", ... ) + leverageNative( el, "click", returnTrue ); + } + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function( data ) { + + // For mutual compressibility with _default, replace `this` access with a local var. + // `|| data` is dead code meant only to preserve the variable through minification. + var el = this || data; + + // Force setup before triggering a click + if ( rcheckableType.test( el.type ) && + el.click && nodeName( el, "input" ) ) { + + leverageNative( el, "click" ); + } + + // Return non-false to allow normal event-path propagation + return true; + }, + + // For cross-browser consistency, suppress native .click() on links + // Also prevent it if we're currently inside a leveraged native-event stack + _default: function( event ) { + var target = event.target; + return rcheckableType.test( target.type ) && + target.click && nodeName( target, "input" ) && + dataPriv.get( target, "click" ) || + nodeName( target, "a" ); + } + }, + + beforeunload: { + postDispatch: function( event ) { + + // Support: Firefox 20+ + // Firefox doesn't alert if the returnValue field is not set. + if ( event.result !== undefined && event.originalEvent ) { + event.originalEvent.returnValue = event.result; + } + } + } + } +}; + +// Ensure the presence of an event listener that handles manually-triggered +// synthetic events by interrupting progress until reinvoked in response to +// *native* events that it fires directly, ensuring that state changes have +// already occurred before other listeners are invoked. +function leverageNative( el, type, expectSync ) { + + // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add + if ( !expectSync ) { + if ( dataPriv.get( el, type ) === undefined ) { + jQuery.event.add( el, type, returnTrue ); + } + return; + } + + // Register the controller as a special universal handler for all event namespaces + dataPriv.set( el, type, false ); + jQuery.event.add( el, type, { + namespace: false, + handler: function( event ) { + var notAsync, result, + saved = dataPriv.get( this, type ); + + if ( ( event.isTrigger & 1 ) && this[ type ] ) { + + // Interrupt processing of the outer synthetic .trigger()ed event + // Saved data should be false in such cases, but might be a leftover capture object + // from an async native handler (gh-4350) + if ( !saved.length ) { + + // Store arguments for use when handling the inner native event + // There will always be at least one argument (an event object), so this array + // will not be confused with a leftover capture object. + saved = slice.call( arguments ); + dataPriv.set( this, type, saved ); + + // Trigger the native event and capture its result + // Support: IE <=9 - 11+ + // focus() and blur() are asynchronous + notAsync = expectSync( this, type ); + this[ type ](); + result = dataPriv.get( this, type ); + if ( saved !== result || notAsync ) { + dataPriv.set( this, type, false ); + } else { + result = {}; + } + if ( saved !== result ) { + + // Cancel the outer synthetic event + event.stopImmediatePropagation(); + event.preventDefault(); + return result.value; + } + + // If this is an inner synthetic event for an event with a bubbling surrogate + // (focus or blur), assume that the surrogate already propagated from triggering the + // native event and prevent that from happening again here. + // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the + // bubbling surrogate propagates *after* the non-bubbling base), but that seems + // less bad than duplication. + } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { + event.stopPropagation(); + } + + // If this is a native event triggered above, everything is now in order + // Fire an inner synthetic event with the original arguments + } else if ( saved.length ) { + + // ...and capture the result + dataPriv.set( this, type, { + value: jQuery.event.trigger( + + // Support: IE <=9 - 11+ + // Extend with the prototype to reset the above stopImmediatePropagation() + jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), + saved.slice( 1 ), + this + ) + } ); + + // Abort handling of the native event + event.stopImmediatePropagation(); + } + } + } ); +} + +jQuery.removeEvent = function( elem, type, handle ) { + + // This "if" is needed for plain objects + if ( elem.removeEventListener ) { + elem.removeEventListener( type, handle ); + } +}; + +jQuery.Event = function( src, props ) { + + // Allow instantiation without the 'new' keyword + if ( !( this instanceof jQuery.Event ) ) { + return new jQuery.Event( src, props ); + } + + // Event object + if ( src && src.type ) { + this.originalEvent = src; + this.type = src.type; + + // Events bubbling up the document may have been marked as prevented + // by a handler lower down the tree; reflect the correct value. + this.isDefaultPrevented = src.defaultPrevented || + src.defaultPrevented === undefined && + + // Support: Android <=2.3 only + src.returnValue === false ? + returnTrue : + returnFalse; + + // Create target properties + // Support: Safari <=6 - 7 only + // Target should not be a text node (#504, #13143) + this.target = ( src.target && src.target.nodeType === 3 ) ? + src.target.parentNode : + src.target; + + this.currentTarget = src.currentTarget; + this.relatedTarget = src.relatedTarget; + + // Event type + } else { + this.type = src; + } + + // Put explicitly provided properties onto the event object + if ( props ) { + jQuery.extend( this, props ); + } + + // Create a timestamp if incoming event doesn't have one + this.timeStamp = src && src.timeStamp || Date.now(); + + // Mark it as fixed + this[ jQuery.expando ] = true; +}; + +// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding +// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html +jQuery.Event.prototype = { + constructor: jQuery.Event, + isDefaultPrevented: returnFalse, + isPropagationStopped: returnFalse, + isImmediatePropagationStopped: returnFalse, + isSimulated: false, + + preventDefault: function() { + var e = this.originalEvent; + + this.isDefaultPrevented = returnTrue; + + if ( e && !this.isSimulated ) { + e.preventDefault(); + } + }, + stopPropagation: function() { + var e = this.originalEvent; + + this.isPropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopPropagation(); + } + }, + stopImmediatePropagation: function() { + var e = this.originalEvent; + + this.isImmediatePropagationStopped = returnTrue; + + if ( e && !this.isSimulated ) { + e.stopImmediatePropagation(); + } + + this.stopPropagation(); + } +}; + +// Includes all common event props including KeyEvent and MouseEvent specific props +jQuery.each( { + altKey: true, + bubbles: true, + cancelable: true, + changedTouches: true, + ctrlKey: true, + detail: true, + eventPhase: true, + metaKey: true, + pageX: true, + pageY: true, + shiftKey: true, + view: true, + "char": true, + code: true, + charCode: true, + key: true, + keyCode: true, + button: true, + buttons: true, + clientX: true, + clientY: true, + offsetX: true, + offsetY: true, + pointerId: true, + pointerType: true, + screenX: true, + screenY: true, + targetTouches: true, + toElement: true, + touches: true, + + which: function( event ) { + var button = event.button; + + // Add which for key events + if ( event.which == null && rkeyEvent.test( event.type ) ) { + return event.charCode != null ? event.charCode : event.keyCode; + } + + // Add which for click: 1 === left; 2 === middle; 3 === right + if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) { + if ( button & 1 ) { + return 1; + } + + if ( button & 2 ) { + return 3; + } + + if ( button & 4 ) { + return 2; + } + + return 0; + } + + return event.which; + } +}, jQuery.event.addProp ); + +jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { + jQuery.event.special[ type ] = { + + // Utilize native event if possible so blur/focus sequence is correct + setup: function() { + + // Claim the first handler + // dataPriv.set( this, "focus", ... ) + // dataPriv.set( this, "blur", ... ) + leverageNative( this, type, expectSync ); + + // Return false to allow normal processing in the caller + return false; + }, + trigger: function() { + + // Force setup before trigger + leverageNative( this, type ); + + // Return non-false to allow normal event-path propagation + return true; + }, + + delegateType: delegateType + }; +} ); + +// Create mouseenter/leave events using mouseover/out and event-time checks +// so that event delegation works in jQuery. +// Do the same for pointerenter/pointerleave and pointerover/pointerout +// +// Support: Safari 7 only +// Safari sends mouseenter too often; see: +// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 +// for the description of the bug (it existed in older Chrome versions as well). +jQuery.each( { + mouseenter: "mouseover", + mouseleave: "mouseout", + pointerenter: "pointerover", + pointerleave: "pointerout" +}, function( orig, fix ) { + jQuery.event.special[ orig ] = { + delegateType: fix, + bindType: fix, + + handle: function( event ) { + var ret, + target = this, + related = event.relatedTarget, + handleObj = event.handleObj; + + // For mouseenter/leave call the handler if related is outside the target. + // NB: No relatedTarget if the mouse left/entered the browser window + if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { + event.type = handleObj.origType; + ret = handleObj.handler.apply( this, arguments ); + event.type = fix; + } + return ret; + } + }; +} ); + +jQuery.fn.extend( { + + on: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn ); + }, + one: function( types, selector, data, fn ) { + return on( this, types, selector, data, fn, 1 ); + }, + off: function( types, selector, fn ) { + var handleObj, type; + if ( types && types.preventDefault && types.handleObj ) { + + // ( event ) dispatched jQuery.Event + handleObj = types.handleObj; + jQuery( types.delegateTarget ).off( + handleObj.namespace ? + handleObj.origType + "." + handleObj.namespace : + handleObj.origType, + handleObj.selector, + handleObj.handler + ); + return this; + } + if ( typeof types === "object" ) { + + // ( types-object [, selector] ) + for ( type in types ) { + this.off( type, selector, types[ type ] ); + } + return this; + } + if ( selector === false || typeof selector === "function" ) { + + // ( types [, fn] ) + fn = selector; + selector = undefined; + } + if ( fn === false ) { + fn = returnFalse; + } + return this.each( function() { + jQuery.event.remove( this, types, fn, selector ); + } ); + } +} ); + + +var + + // Support: IE <=10 - 11, Edge 12 - 13 only + // In IE/Edge using regex groups here causes severe slowdowns. + // See https://connect.microsoft.com/IE/feedback/details/1736512/ + rnoInnerhtml = /\s*$/g; + +// Prefer a tbody over its parent table for containing new rows +function manipulationTarget( elem, content ) { + if ( nodeName( elem, "table" ) && + nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { + + return jQuery( elem ).children( "tbody" )[ 0 ] || elem; + } + + return elem; +} + +// Replace/restore the type attribute of script elements for safe DOM manipulation +function disableScript( elem ) { + elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; + return elem; +} +function restoreScript( elem ) { + if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { + elem.type = elem.type.slice( 5 ); + } else { + elem.removeAttribute( "type" ); + } + + return elem; +} + +function cloneCopyEvent( src, dest ) { + var i, l, type, pdataOld, udataOld, udataCur, events; + + if ( dest.nodeType !== 1 ) { + return; + } + + // 1. Copy private data: events, handlers, etc. + if ( dataPriv.hasData( src ) ) { + pdataOld = dataPriv.get( src ); + events = pdataOld.events; + + if ( events ) { + dataPriv.remove( dest, "handle events" ); + + for ( type in events ) { + for ( i = 0, l = events[ type ].length; i < l; i++ ) { + jQuery.event.add( dest, type, events[ type ][ i ] ); + } + } + } + } + + // 2. Copy user data + if ( dataUser.hasData( src ) ) { + udataOld = dataUser.access( src ); + udataCur = jQuery.extend( {}, udataOld ); + + dataUser.set( dest, udataCur ); + } +} + +// Fix IE bugs, see support tests +function fixInput( src, dest ) { + var nodeName = dest.nodeName.toLowerCase(); + + // Fails to persist the checked state of a cloned checkbox or radio button. + if ( nodeName === "input" && rcheckableType.test( src.type ) ) { + dest.checked = src.checked; + + // Fails to return the selected option to the default selected state when cloning options + } else if ( nodeName === "input" || nodeName === "textarea" ) { + dest.defaultValue = src.defaultValue; + } +} + +function domManip( collection, args, callback, ignored ) { + + // Flatten any nested arrays + args = flat( args ); + + var fragment, first, scripts, hasScripts, node, doc, + i = 0, + l = collection.length, + iNoClone = l - 1, + value = args[ 0 ], + valueIsFunction = isFunction( value ); + + // We can't cloneNode fragments that contain checked, in WebKit + if ( valueIsFunction || + ( l > 1 && typeof value === "string" && + !support.checkClone && rchecked.test( value ) ) ) { + return collection.each( function( index ) { + var self = collection.eq( index ); + if ( valueIsFunction ) { + args[ 0 ] = value.call( this, index, self.html() ); + } + domManip( self, args, callback, ignored ); + } ); + } + + if ( l ) { + fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); + first = fragment.firstChild; + + if ( fragment.childNodes.length === 1 ) { + fragment = first; + } + + // Require either new content or an interest in ignored elements to invoke the callback + if ( first || ignored ) { + scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); + hasScripts = scripts.length; + + // Use the original fragment for the last item + // instead of the first because it can end up + // being emptied incorrectly in certain situations (#8070). + for ( ; i < l; i++ ) { + node = fragment; + + if ( i !== iNoClone ) { + node = jQuery.clone( node, true, true ); + + // Keep references to cloned scripts for later restoration + if ( hasScripts ) { + + // Support: Android <=4.0 only, PhantomJS 1 only + // push.apply(_, arraylike) throws on ancient WebKit + jQuery.merge( scripts, getAll( node, "script" ) ); + } + } + + callback.call( collection[ i ], node, i ); + } + + if ( hasScripts ) { + doc = scripts[ scripts.length - 1 ].ownerDocument; + + // Reenable scripts + jQuery.map( scripts, restoreScript ); + + // Evaluate executable scripts on first document insertion + for ( i = 0; i < hasScripts; i++ ) { + node = scripts[ i ]; + if ( rscriptType.test( node.type || "" ) && + !dataPriv.access( node, "globalEval" ) && + jQuery.contains( doc, node ) ) { + + if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { + + // Optional AJAX dependency, but won't run scripts if not present + if ( jQuery._evalUrl && !node.noModule ) { + jQuery._evalUrl( node.src, { + nonce: node.nonce || node.getAttribute( "nonce" ) + }, doc ); + } + } else { + DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); + } + } + } + } + } + } + + return collection; +} + +function remove( elem, selector, keepData ) { + var node, + nodes = selector ? jQuery.filter( selector, elem ) : elem, + i = 0; + + for ( ; ( node = nodes[ i ] ) != null; i++ ) { + if ( !keepData && node.nodeType === 1 ) { + jQuery.cleanData( getAll( node ) ); + } + + if ( node.parentNode ) { + if ( keepData && isAttached( node ) ) { + setGlobalEval( getAll( node, "script" ) ); + } + node.parentNode.removeChild( node ); + } + } + + return elem; +} + +jQuery.extend( { + htmlPrefilter: function( html ) { + return html; + }, + + clone: function( elem, dataAndEvents, deepDataAndEvents ) { + var i, l, srcElements, destElements, + clone = elem.cloneNode( true ), + inPage = isAttached( elem ); + + // Fix IE cloning issues + if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && + !jQuery.isXMLDoc( elem ) ) { + + // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 + destElements = getAll( clone ); + srcElements = getAll( elem ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + fixInput( srcElements[ i ], destElements[ i ] ); + } + } + + // Copy the events from the original to the clone + if ( dataAndEvents ) { + if ( deepDataAndEvents ) { + srcElements = srcElements || getAll( elem ); + destElements = destElements || getAll( clone ); + + for ( i = 0, l = srcElements.length; i < l; i++ ) { + cloneCopyEvent( srcElements[ i ], destElements[ i ] ); + } + } else { + cloneCopyEvent( elem, clone ); + } + } + + // Preserve script evaluation history + destElements = getAll( clone, "script" ); + if ( destElements.length > 0 ) { + setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); + } + + // Return the cloned set + return clone; + }, + + cleanData: function( elems ) { + var data, elem, type, + special = jQuery.event.special, + i = 0; + + for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { + if ( acceptData( elem ) ) { + if ( ( data = elem[ dataPriv.expando ] ) ) { + if ( data.events ) { + for ( type in data.events ) { + if ( special[ type ] ) { + jQuery.event.remove( elem, type ); + + // This is a shortcut to avoid jQuery.event.remove's overhead + } else { + jQuery.removeEvent( elem, type, data.handle ); + } + } + } + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataPriv.expando ] = undefined; + } + if ( elem[ dataUser.expando ] ) { + + // Support: Chrome <=35 - 45+ + // Assign undefined instead of using delete, see Data#remove + elem[ dataUser.expando ] = undefined; + } + } + } + } +} ); + +jQuery.fn.extend( { + detach: function( selector ) { + return remove( this, selector, true ); + }, + + remove: function( selector ) { + return remove( this, selector ); + }, + + text: function( value ) { + return access( this, function( value ) { + return value === undefined ? + jQuery.text( this ) : + this.empty().each( function() { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + this.textContent = value; + } + } ); + }, null, value, arguments.length ); + }, + + append: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.appendChild( elem ); + } + } ); + }, + + prepend: function() { + return domManip( this, arguments, function( elem ) { + if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { + var target = manipulationTarget( this, elem ); + target.insertBefore( elem, target.firstChild ); + } + } ); + }, + + before: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this ); + } + } ); + }, + + after: function() { + return domManip( this, arguments, function( elem ) { + if ( this.parentNode ) { + this.parentNode.insertBefore( elem, this.nextSibling ); + } + } ); + }, + + empty: function() { + var elem, + i = 0; + + for ( ; ( elem = this[ i ] ) != null; i++ ) { + if ( elem.nodeType === 1 ) { + + // Prevent memory leaks + jQuery.cleanData( getAll( elem, false ) ); + + // Remove any remaining nodes + elem.textContent = ""; + } + } + + return this; + }, + + clone: function( dataAndEvents, deepDataAndEvents ) { + dataAndEvents = dataAndEvents == null ? false : dataAndEvents; + deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; + + return this.map( function() { + return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); + } ); + }, + + html: function( value ) { + return access( this, function( value ) { + var elem = this[ 0 ] || {}, + i = 0, + l = this.length; + + if ( value === undefined && elem.nodeType === 1 ) { + return elem.innerHTML; + } + + // See if we can take a shortcut and just use innerHTML + if ( typeof value === "string" && !rnoInnerhtml.test( value ) && + !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { + + value = jQuery.htmlPrefilter( value ); + + try { + for ( ; i < l; i++ ) { + elem = this[ i ] || {}; + + // Remove element nodes and prevent memory leaks + if ( elem.nodeType === 1 ) { + jQuery.cleanData( getAll( elem, false ) ); + elem.innerHTML = value; + } + } + + elem = 0; + + // If using innerHTML throws an exception, use the fallback method + } catch ( e ) {} + } + + if ( elem ) { + this.empty().append( value ); + } + }, null, value, arguments.length ); + }, + + replaceWith: function() { + var ignored = []; + + // Make the changes, replacing each non-ignored context element with the new content + return domManip( this, arguments, function( elem ) { + var parent = this.parentNode; + + if ( jQuery.inArray( this, ignored ) < 0 ) { + jQuery.cleanData( getAll( this ) ); + if ( parent ) { + parent.replaceChild( elem, this ); + } + } + + // Force callback invocation + }, ignored ); + } +} ); + +jQuery.each( { + appendTo: "append", + prependTo: "prepend", + insertBefore: "before", + insertAfter: "after", + replaceAll: "replaceWith" +}, function( name, original ) { + jQuery.fn[ name ] = function( selector ) { + var elems, + ret = [], + insert = jQuery( selector ), + last = insert.length - 1, + i = 0; + + for ( ; i <= last; i++ ) { + elems = i === last ? this : this.clone( true ); + jQuery( insert[ i ] )[ original ]( elems ); + + // Support: Android <=4.0 only, PhantomJS 1 only + // .get() because push.apply(_, arraylike) throws on ancient WebKit + push.apply( ret, elems.get() ); + } + + return this.pushStack( ret ); + }; +} ); +var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); + +var getStyles = function( elem ) { + + // Support: IE <=11 only, Firefox <=30 (#15098, #14150) + // IE throws on elements created in popups + // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" + var view = elem.ownerDocument.defaultView; + + if ( !view || !view.opener ) { + view = window; + } + + return view.getComputedStyle( elem ); + }; + +var swap = function( elem, options, callback ) { + var ret, name, + old = {}; + + // Remember the old values, and insert the new ones + for ( name in options ) { + old[ name ] = elem.style[ name ]; + elem.style[ name ] = options[ name ]; + } + + ret = callback.call( elem ); + + // Revert the old values + for ( name in options ) { + elem.style[ name ] = old[ name ]; + } + + return ret; +}; + + +var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); + + + +( function() { + + // Executing both pixelPosition & boxSizingReliable tests require only one layout + // so they're executed at the same time to save the second computation. + function computeStyleTests() { + + // This is a singleton, we need to execute it only once + if ( !div ) { + return; + } + + container.style.cssText = "position:absolute;left:-11111px;width:60px;" + + "margin-top:1px;padding:0;border:0"; + div.style.cssText = + "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + + "margin:auto;border:1px;padding:1px;" + + "width:60%;top:1%"; + documentElement.appendChild( container ).appendChild( div ); + + var divStyle = window.getComputedStyle( div ); + pixelPositionVal = divStyle.top !== "1%"; + + // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 + reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; + + // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 + // Some styles come back with percentage values, even though they shouldn't + div.style.right = "60%"; + pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; + + // Support: IE 9 - 11 only + // Detect misreporting of content dimensions for box-sizing:border-box elements + boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; + + // Support: IE 9 only + // Detect overflow:scroll screwiness (gh-3699) + // Support: Chrome <=64 + // Don't get tricked when zoom affects offsetWidth (gh-4029) + div.style.position = "absolute"; + scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; + + documentElement.removeChild( container ); + + // Nullify the div so it wouldn't be stored in the memory and + // it will also be a sign that checks already performed + div = null; + } + + function roundPixelMeasures( measure ) { + return Math.round( parseFloat( measure ) ); + } + + var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, + reliableTrDimensionsVal, reliableMarginLeftVal, + container = document.createElement( "div" ), + div = document.createElement( "div" ); + + // Finish early in limited (non-browser) environments + if ( !div.style ) { + return; + } + + // Support: IE <=9 - 11 only + // Style of cloned element affects source element cloned (#8908) + div.style.backgroundClip = "content-box"; + div.cloneNode( true ).style.backgroundClip = ""; + support.clearCloneStyle = div.style.backgroundClip === "content-box"; + + jQuery.extend( support, { + boxSizingReliable: function() { + computeStyleTests(); + return boxSizingReliableVal; + }, + pixelBoxStyles: function() { + computeStyleTests(); + return pixelBoxStylesVal; + }, + pixelPosition: function() { + computeStyleTests(); + return pixelPositionVal; + }, + reliableMarginLeft: function() { + computeStyleTests(); + return reliableMarginLeftVal; + }, + scrollboxSize: function() { + computeStyleTests(); + return scrollboxSizeVal; + }, + + // Support: IE 9 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Behavior in IE 9 is more subtle than in newer versions & it passes + // some versions of this test; make sure not to make it pass there! + reliableTrDimensions: function() { + var table, tr, trChild, trStyle; + if ( reliableTrDimensionsVal == null ) { + table = document.createElement( "table" ); + tr = document.createElement( "tr" ); + trChild = document.createElement( "div" ); + + table.style.cssText = "position:absolute;left:-11111px"; + tr.style.height = "1px"; + trChild.style.height = "9px"; + + documentElement + .appendChild( table ) + .appendChild( tr ) + .appendChild( trChild ); + + trStyle = window.getComputedStyle( tr ); + reliableTrDimensionsVal = parseInt( trStyle.height ) > 3; + + documentElement.removeChild( table ); + } + return reliableTrDimensionsVal; + } + } ); +} )(); + + +function curCSS( elem, name, computed ) { + var width, minWidth, maxWidth, ret, + + // Support: Firefox 51+ + // Retrieving style before computed somehow + // fixes an issue with getting wrong values + // on detached elements + style = elem.style; + + computed = computed || getStyles( elem ); + + // getPropertyValue is needed for: + // .css('filter') (IE 9 only, #12537) + // .css('--customProperty) (#3144) + if ( computed ) { + ret = computed.getPropertyValue( name ) || computed[ name ]; + + if ( ret === "" && !isAttached( elem ) ) { + ret = jQuery.style( elem, name ); + } + + // A tribute to the "awesome hack by Dean Edwards" + // Android Browser returns percentage for some values, + // but width seems to be reliably pixels. + // This is against the CSSOM draft spec: + // https://drafts.csswg.org/cssom/#resolved-values + if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { + + // Remember the original values + width = style.width; + minWidth = style.minWidth; + maxWidth = style.maxWidth; + + // Put in the new values to get a computed value out + style.minWidth = style.maxWidth = style.width = ret; + ret = computed.width; + + // Revert the changed values + style.width = width; + style.minWidth = minWidth; + style.maxWidth = maxWidth; + } + } + + return ret !== undefined ? + + // Support: IE <=9 - 11 only + // IE returns zIndex value as an integer. + ret + "" : + ret; +} + + +function addGetHookIf( conditionFn, hookFn ) { + + // Define the hook, we'll check on the first run if it's really needed. + return { + get: function() { + if ( conditionFn() ) { + + // Hook not needed (or it's not possible to use it due + // to missing dependency), remove it. + delete this.get; + return; + } + + // Hook needed; redefine it so that the support test is not executed again. + return ( this.get = hookFn ).apply( this, arguments ); + } + }; +} + + +var cssPrefixes = [ "Webkit", "Moz", "ms" ], + emptyStyle = document.createElement( "div" ).style, + vendorProps = {}; + +// Return a vendor-prefixed property or undefined +function vendorPropName( name ) { + + // Check for vendor prefixed names + var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), + i = cssPrefixes.length; + + while ( i-- ) { + name = cssPrefixes[ i ] + capName; + if ( name in emptyStyle ) { + return name; + } + } +} + +// Return a potentially-mapped jQuery.cssProps or vendor prefixed property +function finalPropName( name ) { + var final = jQuery.cssProps[ name ] || vendorProps[ name ]; + + if ( final ) { + return final; + } + if ( name in emptyStyle ) { + return name; + } + return vendorProps[ name ] = vendorPropName( name ) || name; +} + + +var + + // Swappable if display is none or starts with table + // except "table", "table-cell", or "table-caption" + // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display + rdisplayswap = /^(none|table(?!-c[ea]).+)/, + rcustomProp = /^--/, + cssShow = { position: "absolute", visibility: "hidden", display: "block" }, + cssNormalTransform = { + letterSpacing: "0", + fontWeight: "400" + }; + +function setPositiveNumber( _elem, value, subtract ) { + + // Any relative (+/-) values have already been + // normalized at this point + var matches = rcssNum.exec( value ); + return matches ? + + // Guard against undefined "subtract", e.g., when used as in cssHooks + Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : + value; +} + +function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { + var i = dimension === "width" ? 1 : 0, + extra = 0, + delta = 0; + + // Adjustment may not be necessary + if ( box === ( isBorderBox ? "border" : "content" ) ) { + return 0; + } + + for ( ; i < 4; i += 2 ) { + + // Both box models exclude margin + if ( box === "margin" ) { + delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); + } + + // If we get here with a content-box, we're seeking "padding" or "border" or "margin" + if ( !isBorderBox ) { + + // Add padding + delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + + // For "border" or "margin", add border + if ( box !== "padding" ) { + delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + + // But still keep track of it otherwise + } else { + extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + + // If we get here with a border-box (content + padding + border), we're seeking "content" or + // "padding" or "margin" + } else { + + // For "content", subtract padding + if ( box === "content" ) { + delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); + } + + // For "content" or "padding", subtract border + if ( box !== "margin" ) { + delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); + } + } + } + + // Account for positive content-box scroll gutter when requested by providing computedVal + if ( !isBorderBox && computedVal >= 0 ) { + + // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border + // Assuming integer scroll gutter, subtract the rest and round down + delta += Math.max( 0, Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + computedVal - + delta - + extra - + 0.5 + + // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter + // Use an explicit zero to avoid NaN (gh-3964) + ) ) || 0; + } + + return delta; +} + +function getWidthOrHeight( elem, dimension, extra ) { + + // Start with computed style + var styles = getStyles( elem ), + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). + // Fake content-box until we know it's needed to know the true value. + boxSizingNeeded = !support.boxSizingReliable() || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + valueIsBorderBox = isBorderBox, + + val = curCSS( elem, dimension, styles ), + offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); + + // Support: Firefox <=54 + // Return a confounding non-pixel value or feign ignorance, as appropriate. + if ( rnumnonpx.test( val ) ) { + if ( !extra ) { + return val; + } + val = "auto"; + } + + + // Support: IE 9 - 11 only + // Use offsetWidth/offsetHeight for when box sizing is unreliable. + // In those cases, the computed value can be trusted to be border-box. + if ( ( !support.boxSizingReliable() && isBorderBox || + + // Support: IE 10 - 11+, Edge 15 - 18+ + // IE/Edge misreport `getComputedStyle` of table rows with width/height + // set in CSS while `offset*` properties report correct values. + // Interestingly, in some cases IE 9 doesn't suffer from this issue. + !support.reliableTrDimensions() && nodeName( elem, "tr" ) || + + // Fall back to offsetWidth/offsetHeight when value is "auto" + // This happens for inline elements with no explicit setting (gh-3571) + val === "auto" || + + // Support: Android <=4.1 - 4.3 only + // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) + !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && + + // Make sure the element is visible & connected + elem.getClientRects().length ) { + + isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; + + // Where available, offsetWidth/offsetHeight approximate border box dimensions. + // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the + // retrieved value as a content box dimension. + valueIsBorderBox = offsetProp in elem; + if ( valueIsBorderBox ) { + val = elem[ offsetProp ]; + } + } + + // Normalize "" and auto + val = parseFloat( val ) || 0; + + // Adjust for the element's box model + return ( val + + boxModelAdjustment( + elem, + dimension, + extra || ( isBorderBox ? "border" : "content" ), + valueIsBorderBox, + styles, + + // Provide the current computed size to request scroll gutter calculation (gh-3589) + val + ) + ) + "px"; +} + +jQuery.extend( { + + // Add in style property hooks for overriding the default + // behavior of getting and setting a style property + cssHooks: { + opacity: { + get: function( elem, computed ) { + if ( computed ) { + + // We should always get a number back from opacity + var ret = curCSS( elem, "opacity" ); + return ret === "" ? "1" : ret; + } + } + } + }, + + // Don't automatically add "px" to these possibly-unitless properties + cssNumber: { + "animationIterationCount": true, + "columnCount": true, + "fillOpacity": true, + "flexGrow": true, + "flexShrink": true, + "fontWeight": true, + "gridArea": true, + "gridColumn": true, + "gridColumnEnd": true, + "gridColumnStart": true, + "gridRow": true, + "gridRowEnd": true, + "gridRowStart": true, + "lineHeight": true, + "opacity": true, + "order": true, + "orphans": true, + "widows": true, + "zIndex": true, + "zoom": true + }, + + // Add in properties whose names you wish to fix before + // setting or getting the value + cssProps: {}, + + // Get and set the style property on a DOM Node + style: function( elem, name, value, extra ) { + + // Don't set styles on text and comment nodes + if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { + return; + } + + // Make sure that we're working with the right name + var ret, type, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ), + style = elem.style; + + // Make sure that we're working with the right name. We don't + // want to query the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Gets hook for the prefixed version, then unprefixed version + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // Check if we're setting a value + if ( value !== undefined ) { + type = typeof value; + + // Convert "+=" or "-=" to relative numbers (#7345) + if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { + value = adjustCSS( elem, name, ret ); + + // Fixes bug #9237 + type = "number"; + } + + // Make sure that null and NaN values aren't set (#7116) + if ( value == null || value !== value ) { + return; + } + + // If a number was passed in, add the unit (except for certain CSS properties) + // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append + // "px" to a few hardcoded values. + if ( type === "number" && !isCustomProp ) { + value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); + } + + // background-* props affect original clone's values + if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { + style[ name ] = "inherit"; + } + + // If a hook was provided, use that value, otherwise just set the specified value + if ( !hooks || !( "set" in hooks ) || + ( value = hooks.set( elem, value, extra ) ) !== undefined ) { + + if ( isCustomProp ) { + style.setProperty( name, value ); + } else { + style[ name ] = value; + } + } + + } else { + + // If a hook was provided get the non-computed value from there + if ( hooks && "get" in hooks && + ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { + + return ret; + } + + // Otherwise just get the value from the style object + return style[ name ]; + } + }, + + css: function( elem, name, extra, styles ) { + var val, num, hooks, + origName = camelCase( name ), + isCustomProp = rcustomProp.test( name ); + + // Make sure that we're working with the right name. We don't + // want to modify the value if it is a CSS custom property + // since they are user-defined. + if ( !isCustomProp ) { + name = finalPropName( origName ); + } + + // Try prefixed name followed by the unprefixed name + hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; + + // If a hook was provided get the computed value from there + if ( hooks && "get" in hooks ) { + val = hooks.get( elem, true, extra ); + } + + // Otherwise, if a way to get the computed value exists, use that + if ( val === undefined ) { + val = curCSS( elem, name, styles ); + } + + // Convert "normal" to computed value + if ( val === "normal" && name in cssNormalTransform ) { + val = cssNormalTransform[ name ]; + } + + // Make numeric if forced or a qualifier was provided and val looks numeric + if ( extra === "" || extra ) { + num = parseFloat( val ); + return extra === true || isFinite( num ) ? num || 0 : val; + } + + return val; + } +} ); + +jQuery.each( [ "height", "width" ], function( _i, dimension ) { + jQuery.cssHooks[ dimension ] = { + get: function( elem, computed, extra ) { + if ( computed ) { + + // Certain elements can have dimension info if we invisibly show them + // but it must have a current display style that would benefit + return rdisplayswap.test( jQuery.css( elem, "display" ) ) && + + // Support: Safari 8+ + // Table columns in Safari have non-zero offsetWidth & zero + // getBoundingClientRect().width unless display is changed. + // Support: IE <=11 only + // Running getBoundingClientRect on a disconnected node + // in IE throws an error. + ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? + swap( elem, cssShow, function() { + return getWidthOrHeight( elem, dimension, extra ); + } ) : + getWidthOrHeight( elem, dimension, extra ); + } + }, + + set: function( elem, value, extra ) { + var matches, + styles = getStyles( elem ), + + // Only read styles.position if the test has a chance to fail + // to avoid forcing a reflow. + scrollboxSizeBuggy = !support.scrollboxSize() && + styles.position === "absolute", + + // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) + boxSizingNeeded = scrollboxSizeBuggy || extra, + isBorderBox = boxSizingNeeded && + jQuery.css( elem, "boxSizing", false, styles ) === "border-box", + subtract = extra ? + boxModelAdjustment( + elem, + dimension, + extra, + isBorderBox, + styles + ) : + 0; + + // Account for unreliable border-box dimensions by comparing offset* to computed and + // faking a content-box to get border and padding (gh-3699) + if ( isBorderBox && scrollboxSizeBuggy ) { + subtract -= Math.ceil( + elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - + parseFloat( styles[ dimension ] ) - + boxModelAdjustment( elem, dimension, "border", false, styles ) - + 0.5 + ); + } + + // Convert to pixels if value adjustment is needed + if ( subtract && ( matches = rcssNum.exec( value ) ) && + ( matches[ 3 ] || "px" ) !== "px" ) { + + elem.style[ dimension ] = value; + value = jQuery.css( elem, dimension ); + } + + return setPositiveNumber( elem, value, subtract ); + } + }; +} ); + +jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, + function( elem, computed ) { + if ( computed ) { + return ( parseFloat( curCSS( elem, "marginLeft" ) ) || + elem.getBoundingClientRect().left - + swap( elem, { marginLeft: 0 }, function() { + return elem.getBoundingClientRect().left; + } ) + ) + "px"; + } + } +); + +// These hooks are used by animate to expand properties +jQuery.each( { + margin: "", + padding: "", + border: "Width" +}, function( prefix, suffix ) { + jQuery.cssHooks[ prefix + suffix ] = { + expand: function( value ) { + var i = 0, + expanded = {}, + + // Assumes a single number if not a string + parts = typeof value === "string" ? value.split( " " ) : [ value ]; + + for ( ; i < 4; i++ ) { + expanded[ prefix + cssExpand[ i ] + suffix ] = + parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; + } + + return expanded; + } + }; + + if ( prefix !== "margin" ) { + jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; + } +} ); + +jQuery.fn.extend( { + css: function( name, value ) { + return access( this, function( elem, name, value ) { + var styles, len, + map = {}, + i = 0; + + if ( Array.isArray( name ) ) { + styles = getStyles( elem ); + len = name.length; + + for ( ; i < len; i++ ) { + map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); + } + + return map; + } + + return value !== undefined ? + jQuery.style( elem, name, value ) : + jQuery.css( elem, name ); + }, name, value, arguments.length > 1 ); + } +} ); + + +function Tween( elem, options, prop, end, easing ) { + return new Tween.prototype.init( elem, options, prop, end, easing ); +} +jQuery.Tween = Tween; + +Tween.prototype = { + constructor: Tween, + init: function( elem, options, prop, end, easing, unit ) { + this.elem = elem; + this.prop = prop; + this.easing = easing || jQuery.easing._default; + this.options = options; + this.start = this.now = this.cur(); + this.end = end; + this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); + }, + cur: function() { + var hooks = Tween.propHooks[ this.prop ]; + + return hooks && hooks.get ? + hooks.get( this ) : + Tween.propHooks._default.get( this ); + }, + run: function( percent ) { + var eased, + hooks = Tween.propHooks[ this.prop ]; + + if ( this.options.duration ) { + this.pos = eased = jQuery.easing[ this.easing ]( + percent, this.options.duration * percent, 0, 1, this.options.duration + ); + } else { + this.pos = eased = percent; + } + this.now = ( this.end - this.start ) * eased + this.start; + + if ( this.options.step ) { + this.options.step.call( this.elem, this.now, this ); + } + + if ( hooks && hooks.set ) { + hooks.set( this ); + } else { + Tween.propHooks._default.set( this ); + } + return this; + } +}; + +Tween.prototype.init.prototype = Tween.prototype; + +Tween.propHooks = { + _default: { + get: function( tween ) { + var result; + + // Use a property on the element directly when it is not a DOM element, + // or when there is no matching style property that exists. + if ( tween.elem.nodeType !== 1 || + tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { + return tween.elem[ tween.prop ]; + } + + // Passing an empty string as a 3rd parameter to .css will automatically + // attempt a parseFloat and fallback to a string if the parse fails. + // Simple values such as "10px" are parsed to Float; + // complex values such as "rotate(1rad)" are returned as-is. + result = jQuery.css( tween.elem, tween.prop, "" ); + + // Empty strings, null, undefined and "auto" are converted to 0. + return !result || result === "auto" ? 0 : result; + }, + set: function( tween ) { + + // Use step hook for back compat. + // Use cssHook if its there. + // Use .style if available and use plain properties where available. + if ( jQuery.fx.step[ tween.prop ] ) { + jQuery.fx.step[ tween.prop ]( tween ); + } else if ( tween.elem.nodeType === 1 && ( + jQuery.cssHooks[ tween.prop ] || + tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { + jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); + } else { + tween.elem[ tween.prop ] = tween.now; + } + } + } +}; + +// Support: IE <=9 only +// Panic based approach to setting things on disconnected nodes +Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { + set: function( tween ) { + if ( tween.elem.nodeType && tween.elem.parentNode ) { + tween.elem[ tween.prop ] = tween.now; + } + } +}; + +jQuery.easing = { + linear: function( p ) { + return p; + }, + swing: function( p ) { + return 0.5 - Math.cos( p * Math.PI ) / 2; + }, + _default: "swing" +}; + +jQuery.fx = Tween.prototype.init; + +// Back compat <1.8 extension point +jQuery.fx.step = {}; + + + + +var + fxNow, inProgress, + rfxtypes = /^(?:toggle|show|hide)$/, + rrun = /queueHooks$/; + +function schedule() { + if ( inProgress ) { + if ( document.hidden === false && window.requestAnimationFrame ) { + window.requestAnimationFrame( schedule ); + } else { + window.setTimeout( schedule, jQuery.fx.interval ); + } + + jQuery.fx.tick(); + } +} + +// Animations created synchronously will run synchronously +function createFxNow() { + window.setTimeout( function() { + fxNow = undefined; + } ); + return ( fxNow = Date.now() ); +} + +// Generate parameters to create a standard animation +function genFx( type, includeWidth ) { + var which, + i = 0, + attrs = { height: type }; + + // If we include width, step value is 1 to do all cssExpand values, + // otherwise step value is 2 to skip over Left and Right + includeWidth = includeWidth ? 1 : 0; + for ( ; i < 4; i += 2 - includeWidth ) { + which = cssExpand[ i ]; + attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; + } + + if ( includeWidth ) { + attrs.opacity = attrs.width = type; + } + + return attrs; +} + +function createTween( value, prop, animation ) { + var tween, + collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), + index = 0, + length = collection.length; + for ( ; index < length; index++ ) { + if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { + + // We're done with this property + return tween; + } + } +} + +function defaultPrefilter( elem, props, opts ) { + var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, + isBox = "width" in props || "height" in props, + anim = this, + orig = {}, + style = elem.style, + hidden = elem.nodeType && isHiddenWithinTree( elem ), + dataShow = dataPriv.get( elem, "fxshow" ); + + // Queue-skipping animations hijack the fx hooks + if ( !opts.queue ) { + hooks = jQuery._queueHooks( elem, "fx" ); + if ( hooks.unqueued == null ) { + hooks.unqueued = 0; + oldfire = hooks.empty.fire; + hooks.empty.fire = function() { + if ( !hooks.unqueued ) { + oldfire(); + } + }; + } + hooks.unqueued++; + + anim.always( function() { + + // Ensure the complete handler is called before this completes + anim.always( function() { + hooks.unqueued--; + if ( !jQuery.queue( elem, "fx" ).length ) { + hooks.empty.fire(); + } + } ); + } ); + } + + // Detect show/hide animations + for ( prop in props ) { + value = props[ prop ]; + if ( rfxtypes.test( value ) ) { + delete props[ prop ]; + toggle = toggle || value === "toggle"; + if ( value === ( hidden ? "hide" : "show" ) ) { + + // Pretend to be hidden if this is a "show" and + // there is still data from a stopped show/hide + if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { + hidden = true; + + // Ignore all other no-op show/hide data + } else { + continue; + } + } + orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); + } + } + + // Bail out if this is a no-op like .hide().hide() + propTween = !jQuery.isEmptyObject( props ); + if ( !propTween && jQuery.isEmptyObject( orig ) ) { + return; + } + + // Restrict "overflow" and "display" styles during box animations + if ( isBox && elem.nodeType === 1 ) { + + // Support: IE <=9 - 11, Edge 12 - 15 + // Record all 3 overflow attributes because IE does not infer the shorthand + // from identically-valued overflowX and overflowY and Edge just mirrors + // the overflowX value there. + opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; + + // Identify a display type, preferring old show/hide data over the CSS cascade + restoreDisplay = dataShow && dataShow.display; + if ( restoreDisplay == null ) { + restoreDisplay = dataPriv.get( elem, "display" ); + } + display = jQuery.css( elem, "display" ); + if ( display === "none" ) { + if ( restoreDisplay ) { + display = restoreDisplay; + } else { + + // Get nonempty value(s) by temporarily forcing visibility + showHide( [ elem ], true ); + restoreDisplay = elem.style.display || restoreDisplay; + display = jQuery.css( elem, "display" ); + showHide( [ elem ] ); + } + } + + // Animate inline elements as inline-block + if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { + if ( jQuery.css( elem, "float" ) === "none" ) { + + // Restore the original display value at the end of pure show/hide animations + if ( !propTween ) { + anim.done( function() { + style.display = restoreDisplay; + } ); + if ( restoreDisplay == null ) { + display = style.display; + restoreDisplay = display === "none" ? "" : display; + } + } + style.display = "inline-block"; + } + } + } + + if ( opts.overflow ) { + style.overflow = "hidden"; + anim.always( function() { + style.overflow = opts.overflow[ 0 ]; + style.overflowX = opts.overflow[ 1 ]; + style.overflowY = opts.overflow[ 2 ]; + } ); + } + + // Implement show/hide animations + propTween = false; + for ( prop in orig ) { + + // General show/hide setup for this element animation + if ( !propTween ) { + if ( dataShow ) { + if ( "hidden" in dataShow ) { + hidden = dataShow.hidden; + } + } else { + dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); + } + + // Store hidden/visible for toggle so `.stop().toggle()` "reverses" + if ( toggle ) { + dataShow.hidden = !hidden; + } + + // Show elements before animating them + if ( hidden ) { + showHide( [ elem ], true ); + } + + /* eslint-disable no-loop-func */ + + anim.done( function() { + + /* eslint-enable no-loop-func */ + + // The final step of a "hide" animation is actually hiding the element + if ( !hidden ) { + showHide( [ elem ] ); + } + dataPriv.remove( elem, "fxshow" ); + for ( prop in orig ) { + jQuery.style( elem, prop, orig[ prop ] ); + } + } ); + } + + // Per-property setup + propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); + if ( !( prop in dataShow ) ) { + dataShow[ prop ] = propTween.start; + if ( hidden ) { + propTween.end = propTween.start; + propTween.start = 0; + } + } + } +} + +function propFilter( props, specialEasing ) { + var index, name, easing, value, hooks; + + // camelCase, specialEasing and expand cssHook pass + for ( index in props ) { + name = camelCase( index ); + easing = specialEasing[ name ]; + value = props[ index ]; + if ( Array.isArray( value ) ) { + easing = value[ 1 ]; + value = props[ index ] = value[ 0 ]; + } + + if ( index !== name ) { + props[ name ] = value; + delete props[ index ]; + } + + hooks = jQuery.cssHooks[ name ]; + if ( hooks && "expand" in hooks ) { + value = hooks.expand( value ); + delete props[ name ]; + + // Not quite $.extend, this won't overwrite existing keys. + // Reusing 'index' because we have the correct "name" + for ( index in value ) { + if ( !( index in props ) ) { + props[ index ] = value[ index ]; + specialEasing[ index ] = easing; + } + } + } else { + specialEasing[ name ] = easing; + } + } +} + +function Animation( elem, properties, options ) { + var result, + stopped, + index = 0, + length = Animation.prefilters.length, + deferred = jQuery.Deferred().always( function() { + + // Don't match elem in the :animated selector + delete tick.elem; + } ), + tick = function() { + if ( stopped ) { + return false; + } + var currentTime = fxNow || createFxNow(), + remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), + + // Support: Android 2.3 only + // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) + temp = remaining / animation.duration || 0, + percent = 1 - temp, + index = 0, + length = animation.tweens.length; + + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( percent ); + } + + deferred.notifyWith( elem, [ animation, percent, remaining ] ); + + // If there's more to do, yield + if ( percent < 1 && length ) { + return remaining; + } + + // If this was an empty animation, synthesize a final progress notification + if ( !length ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + } + + // Resolve the animation and report its conclusion + deferred.resolveWith( elem, [ animation ] ); + return false; + }, + animation = deferred.promise( { + elem: elem, + props: jQuery.extend( {}, properties ), + opts: jQuery.extend( true, { + specialEasing: {}, + easing: jQuery.easing._default + }, options ), + originalProperties: properties, + originalOptions: options, + startTime: fxNow || createFxNow(), + duration: options.duration, + tweens: [], + createTween: function( prop, end ) { + var tween = jQuery.Tween( elem, animation.opts, prop, end, + animation.opts.specialEasing[ prop ] || animation.opts.easing ); + animation.tweens.push( tween ); + return tween; + }, + stop: function( gotoEnd ) { + var index = 0, + + // If we are going to the end, we want to run all the tweens + // otherwise we skip this part + length = gotoEnd ? animation.tweens.length : 0; + if ( stopped ) { + return this; + } + stopped = true; + for ( ; index < length; index++ ) { + animation.tweens[ index ].run( 1 ); + } + + // Resolve when we played the last frame; otherwise, reject + if ( gotoEnd ) { + deferred.notifyWith( elem, [ animation, 1, 0 ] ); + deferred.resolveWith( elem, [ animation, gotoEnd ] ); + } else { + deferred.rejectWith( elem, [ animation, gotoEnd ] ); + } + return this; + } + } ), + props = animation.props; + + propFilter( props, animation.opts.specialEasing ); + + for ( ; index < length; index++ ) { + result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); + if ( result ) { + if ( isFunction( result.stop ) ) { + jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = + result.stop.bind( result ); + } + return result; + } + } + + jQuery.map( props, createTween, animation ); + + if ( isFunction( animation.opts.start ) ) { + animation.opts.start.call( elem, animation ); + } + + // Attach callbacks from options + animation + .progress( animation.opts.progress ) + .done( animation.opts.done, animation.opts.complete ) + .fail( animation.opts.fail ) + .always( animation.opts.always ); + + jQuery.fx.timer( + jQuery.extend( tick, { + elem: elem, + anim: animation, + queue: animation.opts.queue + } ) + ); + + return animation; +} + +jQuery.Animation = jQuery.extend( Animation, { + + tweeners: { + "*": [ function( prop, value ) { + var tween = this.createTween( prop, value ); + adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); + return tween; + } ] + }, + + tweener: function( props, callback ) { + if ( isFunction( props ) ) { + callback = props; + props = [ "*" ]; + } else { + props = props.match( rnothtmlwhite ); + } + + var prop, + index = 0, + length = props.length; + + for ( ; index < length; index++ ) { + prop = props[ index ]; + Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; + Animation.tweeners[ prop ].unshift( callback ); + } + }, + + prefilters: [ defaultPrefilter ], + + prefilter: function( callback, prepend ) { + if ( prepend ) { + Animation.prefilters.unshift( callback ); + } else { + Animation.prefilters.push( callback ); + } + } +} ); + +jQuery.speed = function( speed, easing, fn ) { + var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { + complete: fn || !fn && easing || + isFunction( speed ) && speed, + duration: speed, + easing: fn && easing || easing && !isFunction( easing ) && easing + }; + + // Go to the end state if fx are off + if ( jQuery.fx.off ) { + opt.duration = 0; + + } else { + if ( typeof opt.duration !== "number" ) { + if ( opt.duration in jQuery.fx.speeds ) { + opt.duration = jQuery.fx.speeds[ opt.duration ]; + + } else { + opt.duration = jQuery.fx.speeds._default; + } + } + } + + // Normalize opt.queue - true/undefined/null -> "fx" + if ( opt.queue == null || opt.queue === true ) { + opt.queue = "fx"; + } + + // Queueing + opt.old = opt.complete; + + opt.complete = function() { + if ( isFunction( opt.old ) ) { + opt.old.call( this ); + } + + if ( opt.queue ) { + jQuery.dequeue( this, opt.queue ); + } + }; + + return opt; +}; + +jQuery.fn.extend( { + fadeTo: function( speed, to, easing, callback ) { + + // Show any hidden elements after setting opacity to 0 + return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() + + // Animate to the value specified + .end().animate( { opacity: to }, speed, easing, callback ); + }, + animate: function( prop, speed, easing, callback ) { + var empty = jQuery.isEmptyObject( prop ), + optall = jQuery.speed( speed, easing, callback ), + doAnimation = function() { + + // Operate on a copy of prop so per-property easing won't be lost + var anim = Animation( this, jQuery.extend( {}, prop ), optall ); + + // Empty animations, or finishing resolves immediately + if ( empty || dataPriv.get( this, "finish" ) ) { + anim.stop( true ); + } + }; + doAnimation.finish = doAnimation; + + return empty || optall.queue === false ? + this.each( doAnimation ) : + this.queue( optall.queue, doAnimation ); + }, + stop: function( type, clearQueue, gotoEnd ) { + var stopQueue = function( hooks ) { + var stop = hooks.stop; + delete hooks.stop; + stop( gotoEnd ); + }; + + if ( typeof type !== "string" ) { + gotoEnd = clearQueue; + clearQueue = type; + type = undefined; + } + if ( clearQueue ) { + this.queue( type || "fx", [] ); + } + + return this.each( function() { + var dequeue = true, + index = type != null && type + "queueHooks", + timers = jQuery.timers, + data = dataPriv.get( this ); + + if ( index ) { + if ( data[ index ] && data[ index ].stop ) { + stopQueue( data[ index ] ); + } + } else { + for ( index in data ) { + if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { + stopQueue( data[ index ] ); + } + } + } + + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && + ( type == null || timers[ index ].queue === type ) ) { + + timers[ index ].anim.stop( gotoEnd ); + dequeue = false; + timers.splice( index, 1 ); + } + } + + // Start the next in the queue if the last step wasn't forced. + // Timers currently will call their complete callbacks, which + // will dequeue but only if they were gotoEnd. + if ( dequeue || !gotoEnd ) { + jQuery.dequeue( this, type ); + } + } ); + }, + finish: function( type ) { + if ( type !== false ) { + type = type || "fx"; + } + return this.each( function() { + var index, + data = dataPriv.get( this ), + queue = data[ type + "queue" ], + hooks = data[ type + "queueHooks" ], + timers = jQuery.timers, + length = queue ? queue.length : 0; + + // Enable finishing flag on private data + data.finish = true; + + // Empty the queue first + jQuery.queue( this, type, [] ); + + if ( hooks && hooks.stop ) { + hooks.stop.call( this, true ); + } + + // Look for any active animations, and finish them + for ( index = timers.length; index--; ) { + if ( timers[ index ].elem === this && timers[ index ].queue === type ) { + timers[ index ].anim.stop( true ); + timers.splice( index, 1 ); + } + } + + // Look for any animations in the old queue and finish them + for ( index = 0; index < length; index++ ) { + if ( queue[ index ] && queue[ index ].finish ) { + queue[ index ].finish.call( this ); + } + } + + // Turn off finishing flag + delete data.finish; + } ); + } +} ); + +jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) { + var cssFn = jQuery.fn[ name ]; + jQuery.fn[ name ] = function( speed, easing, callback ) { + return speed == null || typeof speed === "boolean" ? + cssFn.apply( this, arguments ) : + this.animate( genFx( name, true ), speed, easing, callback ); + }; +} ); + +// Generate shortcuts for custom animations +jQuery.each( { + slideDown: genFx( "show" ), + slideUp: genFx( "hide" ), + slideToggle: genFx( "toggle" ), + fadeIn: { opacity: "show" }, + fadeOut: { opacity: "hide" }, + fadeToggle: { opacity: "toggle" } +}, function( name, props ) { + jQuery.fn[ name ] = function( speed, easing, callback ) { + return this.animate( props, speed, easing, callback ); + }; +} ); + +jQuery.timers = []; +jQuery.fx.tick = function() { + var timer, + i = 0, + timers = jQuery.timers; + + fxNow = Date.now(); + + for ( ; i < timers.length; i++ ) { + timer = timers[ i ]; + + // Run the timer and safely remove it when done (allowing for external removal) + if ( !timer() && timers[ i ] === timer ) { + timers.splice( i--, 1 ); + } + } + + if ( !timers.length ) { + jQuery.fx.stop(); + } + fxNow = undefined; +}; + +jQuery.fx.timer = function( timer ) { + jQuery.timers.push( timer ); + jQuery.fx.start(); +}; + +jQuery.fx.interval = 13; +jQuery.fx.start = function() { + if ( inProgress ) { + return; + } + + inProgress = true; + schedule(); +}; + +jQuery.fx.stop = function() { + inProgress = null; +}; + +jQuery.fx.speeds = { + slow: 600, + fast: 200, + + // Default speed + _default: 400 +}; + + +// Based off of the plugin by Clint Helfers, with permission. +// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ +jQuery.fn.delay = function( time, type ) { + time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; + type = type || "fx"; + + return this.queue( type, function( next, hooks ) { + var timeout = window.setTimeout( next, time ); + hooks.stop = function() { + window.clearTimeout( timeout ); + }; + } ); +}; + + +( function() { + var input = document.createElement( "input" ), + select = document.createElement( "select" ), + opt = select.appendChild( document.createElement( "option" ) ); + + input.type = "checkbox"; + + // Support: Android <=4.3 only + // Default value for a checkbox should be "on" + support.checkOn = input.value !== ""; + + // Support: IE <=11 only + // Must access selectedIndex to make default options select + support.optSelected = opt.selected; + + // Support: IE <=11 only + // An input loses its value after becoming a radio + input = document.createElement( "input" ); + input.value = "t"; + input.type = "radio"; + support.radioValue = input.value === "t"; +} )(); + + +var boolHook, + attrHandle = jQuery.expr.attrHandle; + +jQuery.fn.extend( { + attr: function( name, value ) { + return access( this, jQuery.attr, name, value, arguments.length > 1 ); + }, + + removeAttr: function( name ) { + return this.each( function() { + jQuery.removeAttr( this, name ); + } ); + } +} ); + +jQuery.extend( { + attr: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set attributes on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + // Fallback to prop when attributes are not supported + if ( typeof elem.getAttribute === "undefined" ) { + return jQuery.prop( elem, name, value ); + } + + // Attribute hooks are determined by the lowercase version + // Grab necessary hook if one is defined + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + hooks = jQuery.attrHooks[ name.toLowerCase() ] || + ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); + } + + if ( value !== undefined ) { + if ( value === null ) { + jQuery.removeAttr( elem, name ); + return; + } + + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + elem.setAttribute( name, value + "" ); + return value; + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + ret = jQuery.find.attr( elem, name ); + + // Non-existent attributes return null, we normalize to undefined + return ret == null ? undefined : ret; + }, + + attrHooks: { + type: { + set: function( elem, value ) { + if ( !support.radioValue && value === "radio" && + nodeName( elem, "input" ) ) { + var val = elem.value; + elem.setAttribute( "type", value ); + if ( val ) { + elem.value = val; + } + return value; + } + } + } + }, + + removeAttr: function( elem, value ) { + var name, + i = 0, + + // Attribute names can contain non-HTML whitespace characters + // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 + attrNames = value && value.match( rnothtmlwhite ); + + if ( attrNames && elem.nodeType === 1 ) { + while ( ( name = attrNames[ i++ ] ) ) { + elem.removeAttribute( name ); + } + } + } +} ); + +// Hooks for boolean attributes +boolHook = { + set: function( elem, value, name ) { + if ( value === false ) { + + // Remove boolean attributes when set to false + jQuery.removeAttr( elem, name ); + } else { + elem.setAttribute( name, name ); + } + return name; + } +}; + +jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) { + var getter = attrHandle[ name ] || jQuery.find.attr; + + attrHandle[ name ] = function( elem, name, isXML ) { + var ret, handle, + lowercaseName = name.toLowerCase(); + + if ( !isXML ) { + + // Avoid an infinite loop by temporarily removing this function from the getter + handle = attrHandle[ lowercaseName ]; + attrHandle[ lowercaseName ] = ret; + ret = getter( elem, name, isXML ) != null ? + lowercaseName : + null; + attrHandle[ lowercaseName ] = handle; + } + return ret; + }; +} ); + + + + +var rfocusable = /^(?:input|select|textarea|button)$/i, + rclickable = /^(?:a|area)$/i; + +jQuery.fn.extend( { + prop: function( name, value ) { + return access( this, jQuery.prop, name, value, arguments.length > 1 ); + }, + + removeProp: function( name ) { + return this.each( function() { + delete this[ jQuery.propFix[ name ] || name ]; + } ); + } +} ); + +jQuery.extend( { + prop: function( elem, name, value ) { + var ret, hooks, + nType = elem.nodeType; + + // Don't get/set properties on text, comment and attribute nodes + if ( nType === 3 || nType === 8 || nType === 2 ) { + return; + } + + if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { + + // Fix name and attach hooks + name = jQuery.propFix[ name ] || name; + hooks = jQuery.propHooks[ name ]; + } + + if ( value !== undefined ) { + if ( hooks && "set" in hooks && + ( ret = hooks.set( elem, value, name ) ) !== undefined ) { + return ret; + } + + return ( elem[ name ] = value ); + } + + if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { + return ret; + } + + return elem[ name ]; + }, + + propHooks: { + tabIndex: { + get: function( elem ) { + + // Support: IE <=9 - 11 only + // elem.tabIndex doesn't always return the + // correct value when it hasn't been explicitly set + // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ + // Use proper attribute retrieval(#12072) + var tabindex = jQuery.find.attr( elem, "tabindex" ); + + if ( tabindex ) { + return parseInt( tabindex, 10 ); + } + + if ( + rfocusable.test( elem.nodeName ) || + rclickable.test( elem.nodeName ) && + elem.href + ) { + return 0; + } + + return -1; + } + } + }, + + propFix: { + "for": "htmlFor", + "class": "className" + } +} ); + +// Support: IE <=11 only +// Accessing the selectedIndex property +// forces the browser to respect setting selected +// on the option +// The getter ensures a default option is selected +// when in an optgroup +// eslint rule "no-unused-expressions" is disabled for this code +// since it considers such accessions noop +if ( !support.optSelected ) { + jQuery.propHooks.selected = { + get: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent && parent.parentNode ) { + parent.parentNode.selectedIndex; + } + return null; + }, + set: function( elem ) { + + /* eslint no-unused-expressions: "off" */ + + var parent = elem.parentNode; + if ( parent ) { + parent.selectedIndex; + + if ( parent.parentNode ) { + parent.parentNode.selectedIndex; + } + } + } + }; +} + +jQuery.each( [ + "tabIndex", + "readOnly", + "maxLength", + "cellSpacing", + "cellPadding", + "rowSpan", + "colSpan", + "useMap", + "frameBorder", + "contentEditable" +], function() { + jQuery.propFix[ this.toLowerCase() ] = this; +} ); + + + + + // Strip and collapse whitespace according to HTML spec + // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace + function stripAndCollapse( value ) { + var tokens = value.match( rnothtmlwhite ) || []; + return tokens.join( " " ); + } + + +function getClass( elem ) { + return elem.getAttribute && elem.getAttribute( "class" ) || ""; +} + +function classesToArray( value ) { + if ( Array.isArray( value ) ) { + return value; + } + if ( typeof value === "string" ) { + return value.match( rnothtmlwhite ) || []; + } + return []; +} + +jQuery.fn.extend( { + addClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + if ( cur.indexOf( " " + clazz + " " ) < 0 ) { + cur += clazz + " "; + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + removeClass: function( value ) { + var classes, elem, cur, curValue, clazz, j, finalValue, + i = 0; + + if ( isFunction( value ) ) { + return this.each( function( j ) { + jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); + } ); + } + + if ( !arguments.length ) { + return this.attr( "class", "" ); + } + + classes = classesToArray( value ); + + if ( classes.length ) { + while ( ( elem = this[ i++ ] ) ) { + curValue = getClass( elem ); + + // This expression is here for better compressibility (see addClass) + cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); + + if ( cur ) { + j = 0; + while ( ( clazz = classes[ j++ ] ) ) { + + // Remove *all* instances + while ( cur.indexOf( " " + clazz + " " ) > -1 ) { + cur = cur.replace( " " + clazz + " ", " " ); + } + } + + // Only assign if different to avoid unneeded rendering. + finalValue = stripAndCollapse( cur ); + if ( curValue !== finalValue ) { + elem.setAttribute( "class", finalValue ); + } + } + } + } + + return this; + }, + + toggleClass: function( value, stateVal ) { + var type = typeof value, + isValidValue = type === "string" || Array.isArray( value ); + + if ( typeof stateVal === "boolean" && isValidValue ) { + return stateVal ? this.addClass( value ) : this.removeClass( value ); + } + + if ( isFunction( value ) ) { + return this.each( function( i ) { + jQuery( this ).toggleClass( + value.call( this, i, getClass( this ), stateVal ), + stateVal + ); + } ); + } + + return this.each( function() { + var className, i, self, classNames; + + if ( isValidValue ) { + + // Toggle individual class names + i = 0; + self = jQuery( this ); + classNames = classesToArray( value ); + + while ( ( className = classNames[ i++ ] ) ) { + + // Check each className given, space separated list + if ( self.hasClass( className ) ) { + self.removeClass( className ); + } else { + self.addClass( className ); + } + } + + // Toggle whole class name + } else if ( value === undefined || type === "boolean" ) { + className = getClass( this ); + if ( className ) { + + // Store className if set + dataPriv.set( this, "__className__", className ); + } + + // If the element has a class name or if we're passed `false`, + // then remove the whole classname (if there was one, the above saved it). + // Otherwise bring back whatever was previously saved (if anything), + // falling back to the empty string if nothing was stored. + if ( this.setAttribute ) { + this.setAttribute( "class", + className || value === false ? + "" : + dataPriv.get( this, "__className__" ) || "" + ); + } + } + } ); + }, + + hasClass: function( selector ) { + var className, elem, + i = 0; + + className = " " + selector + " "; + while ( ( elem = this[ i++ ] ) ) { + if ( elem.nodeType === 1 && + ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { + return true; + } + } + + return false; + } +} ); + + + + +var rreturn = /\r/g; + +jQuery.fn.extend( { + val: function( value ) { + var hooks, ret, valueIsFunction, + elem = this[ 0 ]; + + if ( !arguments.length ) { + if ( elem ) { + hooks = jQuery.valHooks[ elem.type ] || + jQuery.valHooks[ elem.nodeName.toLowerCase() ]; + + if ( hooks && + "get" in hooks && + ( ret = hooks.get( elem, "value" ) ) !== undefined + ) { + return ret; + } + + ret = elem.value; + + // Handle most common string cases + if ( typeof ret === "string" ) { + return ret.replace( rreturn, "" ); + } + + // Handle cases where value is null/undef or number + return ret == null ? "" : ret; + } + + return; + } + + valueIsFunction = isFunction( value ); + + return this.each( function( i ) { + var val; + + if ( this.nodeType !== 1 ) { + return; + } + + if ( valueIsFunction ) { + val = value.call( this, i, jQuery( this ).val() ); + } else { + val = value; + } + + // Treat null/undefined as ""; convert numbers to string + if ( val == null ) { + val = ""; + + } else if ( typeof val === "number" ) { + val += ""; + + } else if ( Array.isArray( val ) ) { + val = jQuery.map( val, function( value ) { + return value == null ? "" : value + ""; + } ); + } + + hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; + + // If set returns undefined, fall back to normal setting + if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { + this.value = val; + } + } ); + } +} ); + +jQuery.extend( { + valHooks: { + option: { + get: function( elem ) { + + var val = jQuery.find.attr( elem, "value" ); + return val != null ? + val : + + // Support: IE <=10 - 11 only + // option.text throws exceptions (#14686, #14858) + // Strip and collapse whitespace + // https://html.spec.whatwg.org/#strip-and-collapse-whitespace + stripAndCollapse( jQuery.text( elem ) ); + } + }, + select: { + get: function( elem ) { + var value, option, i, + options = elem.options, + index = elem.selectedIndex, + one = elem.type === "select-one", + values = one ? null : [], + max = one ? index + 1 : options.length; + + if ( index < 0 ) { + i = max; + + } else { + i = one ? index : 0; + } + + // Loop through all the selected options + for ( ; i < max; i++ ) { + option = options[ i ]; + + // Support: IE <=9 only + // IE8-9 doesn't update selected after form reset (#2551) + if ( ( option.selected || i === index ) && + + // Don't return options that are disabled or in a disabled optgroup + !option.disabled && + ( !option.parentNode.disabled || + !nodeName( option.parentNode, "optgroup" ) ) ) { + + // Get the specific value for the option + value = jQuery( option ).val(); + + // We don't need an array for one selects + if ( one ) { + return value; + } + + // Multi-Selects return an array + values.push( value ); + } + } + + return values; + }, + + set: function( elem, value ) { + var optionSet, option, + options = elem.options, + values = jQuery.makeArray( value ), + i = options.length; + + while ( i-- ) { + option = options[ i ]; + + /* eslint-disable no-cond-assign */ + + if ( option.selected = + jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 + ) { + optionSet = true; + } + + /* eslint-enable no-cond-assign */ + } + + // Force browsers to behave consistently when non-matching value is set + if ( !optionSet ) { + elem.selectedIndex = -1; + } + return values; + } + } + } +} ); + +// Radios and checkboxes getter/setter +jQuery.each( [ "radio", "checkbox" ], function() { + jQuery.valHooks[ this ] = { + set: function( elem, value ) { + if ( Array.isArray( value ) ) { + return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); + } + } + }; + if ( !support.checkOn ) { + jQuery.valHooks[ this ].get = function( elem ) { + return elem.getAttribute( "value" ) === null ? "on" : elem.value; + }; + } +} ); + + + + +// Return jQuery for attributes-only inclusion + + +support.focusin = "onfocusin" in window; + + +var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, + stopPropagationCallback = function( e ) { + e.stopPropagation(); + }; + +jQuery.extend( jQuery.event, { + + trigger: function( event, data, elem, onlyHandlers ) { + + var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, + eventPath = [ elem || document ], + type = hasOwn.call( event, "type" ) ? event.type : event, + namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; + + cur = lastElement = tmp = elem = elem || document; + + // Don't do events on text and comment nodes + if ( elem.nodeType === 3 || elem.nodeType === 8 ) { + return; + } + + // focus/blur morphs to focusin/out; ensure we're not firing them right now + if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { + return; + } + + if ( type.indexOf( "." ) > -1 ) { + + // Namespaced trigger; create a regexp to match event type in handle() + namespaces = type.split( "." ); + type = namespaces.shift(); + namespaces.sort(); + } + ontype = type.indexOf( ":" ) < 0 && "on" + type; + + // Caller can pass in a jQuery.Event object, Object, or just an event type string + event = event[ jQuery.expando ] ? + event : + new jQuery.Event( type, typeof event === "object" && event ); + + // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) + event.isTrigger = onlyHandlers ? 2 : 3; + event.namespace = namespaces.join( "." ); + event.rnamespace = event.namespace ? + new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : + null; + + // Clean up the event in case it is being reused + event.result = undefined; + if ( !event.target ) { + event.target = elem; + } + + // Clone any incoming data and prepend the event, creating the handler arg list + data = data == null ? + [ event ] : + jQuery.makeArray( data, [ event ] ); + + // Allow special events to draw outside the lines + special = jQuery.event.special[ type ] || {}; + if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { + return; + } + + // Determine event propagation path in advance, per W3C events spec (#9951) + // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) + if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { + + bubbleType = special.delegateType || type; + if ( !rfocusMorph.test( bubbleType + type ) ) { + cur = cur.parentNode; + } + for ( ; cur; cur = cur.parentNode ) { + eventPath.push( cur ); + tmp = cur; + } + + // Only add window if we got to document (e.g., not plain obj or detached DOM) + if ( tmp === ( elem.ownerDocument || document ) ) { + eventPath.push( tmp.defaultView || tmp.parentWindow || window ); + } + } + + // Fire handlers on the event path + i = 0; + while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { + lastElement = cur; + event.type = i > 1 ? + bubbleType : + special.bindType || type; + + // jQuery handler + handle = ( + dataPriv.get( cur, "events" ) || Object.create( null ) + )[ event.type ] && + dataPriv.get( cur, "handle" ); + if ( handle ) { + handle.apply( cur, data ); + } + + // Native handler + handle = ontype && cur[ ontype ]; + if ( handle && handle.apply && acceptData( cur ) ) { + event.result = handle.apply( cur, data ); + if ( event.result === false ) { + event.preventDefault(); + } + } + } + event.type = type; + + // If nobody prevented the default action, do it now + if ( !onlyHandlers && !event.isDefaultPrevented() ) { + + if ( ( !special._default || + special._default.apply( eventPath.pop(), data ) === false ) && + acceptData( elem ) ) { + + // Call a native DOM method on the target with the same name as the event. + // Don't do default actions on window, that's where global variables be (#6170) + if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { + + // Don't re-trigger an onFOO event when we call its FOO() method + tmp = elem[ ontype ]; + + if ( tmp ) { + elem[ ontype ] = null; + } + + // Prevent re-triggering of the same event, since we already bubbled it above + jQuery.event.triggered = type; + + if ( event.isPropagationStopped() ) { + lastElement.addEventListener( type, stopPropagationCallback ); + } + + elem[ type ](); + + if ( event.isPropagationStopped() ) { + lastElement.removeEventListener( type, stopPropagationCallback ); + } + + jQuery.event.triggered = undefined; + + if ( tmp ) { + elem[ ontype ] = tmp; + } + } + } + } + + return event.result; + }, + + // Piggyback on a donor event to simulate a different one + // Used only for `focus(in | out)` events + simulate: function( type, elem, event ) { + var e = jQuery.extend( + new jQuery.Event(), + event, + { + type: type, + isSimulated: true + } + ); + + jQuery.event.trigger( e, null, elem ); + } + +} ); + +jQuery.fn.extend( { + + trigger: function( type, data ) { + return this.each( function() { + jQuery.event.trigger( type, data, this ); + } ); + }, + triggerHandler: function( type, data ) { + var elem = this[ 0 ]; + if ( elem ) { + return jQuery.event.trigger( type, data, elem, true ); + } + } +} ); + + +// Support: Firefox <=44 +// Firefox doesn't have focus(in | out) events +// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 +// +// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 +// focus(in | out) events fire after focus & blur events, +// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order +// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 +if ( !support.focusin ) { + jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { + + // Attach a single capturing handler on the document while someone wants focusin/focusout + var handler = function( event ) { + jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); + }; + + jQuery.event.special[ fix ] = { + setup: function() { + + // Handle: regular nodes (via `this.ownerDocument`), window + // (via `this.document`) & document (via `this`). + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ); + + if ( !attaches ) { + doc.addEventListener( orig, handler, true ); + } + dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); + }, + teardown: function() { + var doc = this.ownerDocument || this.document || this, + attaches = dataPriv.access( doc, fix ) - 1; + + if ( !attaches ) { + doc.removeEventListener( orig, handler, true ); + dataPriv.remove( doc, fix ); + + } else { + dataPriv.access( doc, fix, attaches ); + } + } + }; + } ); +} +var location = window.location; + +var nonce = { guid: Date.now() }; + +var rquery = ( /\?/ ); + + + +// Cross-browser xml parsing +jQuery.parseXML = function( data ) { + var xml; + if ( !data || typeof data !== "string" ) { + return null; + } + + // Support: IE 9 - 11 only + // IE throws on parseFromString with invalid input. + try { + xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); + } catch ( e ) { + xml = undefined; + } + + if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) { + jQuery.error( "Invalid XML: " + data ); + } + return xml; +}; + + +var + rbracket = /\[\]$/, + rCRLF = /\r?\n/g, + rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, + rsubmittable = /^(?:input|select|textarea|keygen)/i; + +function buildParams( prefix, obj, traditional, add ) { + var name; + + if ( Array.isArray( obj ) ) { + + // Serialize array item. + jQuery.each( obj, function( i, v ) { + if ( traditional || rbracket.test( prefix ) ) { + + // Treat each array item as a scalar. + add( prefix, v ); + + } else { + + // Item is non-scalar (array or object), encode its numeric index. + buildParams( + prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", + v, + traditional, + add + ); + } + } ); + + } else if ( !traditional && toType( obj ) === "object" ) { + + // Serialize object item. + for ( name in obj ) { + buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); + } + + } else { + + // Serialize scalar item. + add( prefix, obj ); + } +} + +// Serialize an array of form elements or a set of +// key/values into a query string +jQuery.param = function( a, traditional ) { + var prefix, + s = [], + add = function( key, valueOrFunction ) { + + // If value is a function, invoke it and use its return value + var value = isFunction( valueOrFunction ) ? + valueOrFunction() : + valueOrFunction; + + s[ s.length ] = encodeURIComponent( key ) + "=" + + encodeURIComponent( value == null ? "" : value ); + }; + + if ( a == null ) { + return ""; + } + + // If an array was passed in, assume that it is an array of form elements. + if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { + + // Serialize the form elements + jQuery.each( a, function() { + add( this.name, this.value ); + } ); + + } else { + + // If traditional, encode the "old" way (the way 1.3.2 or older + // did it), otherwise encode params recursively. + for ( prefix in a ) { + buildParams( prefix, a[ prefix ], traditional, add ); + } + } + + // Return the resulting serialization + return s.join( "&" ); +}; + +jQuery.fn.extend( { + serialize: function() { + return jQuery.param( this.serializeArray() ); + }, + serializeArray: function() { + return this.map( function() { + + // Can add propHook for "elements" to filter or add form elements + var elements = jQuery.prop( this, "elements" ); + return elements ? jQuery.makeArray( elements ) : this; + } ) + .filter( function() { + var type = this.type; + + // Use .is( ":disabled" ) so that fieldset[disabled] works + return this.name && !jQuery( this ).is( ":disabled" ) && + rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && + ( this.checked || !rcheckableType.test( type ) ); + } ) + .map( function( _i, elem ) { + var val = jQuery( this ).val(); + + if ( val == null ) { + return null; + } + + if ( Array.isArray( val ) ) { + return jQuery.map( val, function( val ) { + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ); + } + + return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; + } ).get(); + } +} ); + + +var + r20 = /%20/g, + rhash = /#.*$/, + rantiCache = /([?&])_=[^&]*/, + rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, + + // #7653, #8125, #8152: local protocol detection + rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, + rnoContent = /^(?:GET|HEAD)$/, + rprotocol = /^\/\//, + + /* Prefilters + * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) + * 2) These are called: + * - BEFORE asking for a transport + * - AFTER param serialization (s.data is a string if s.processData is true) + * 3) key is the dataType + * 4) the catchall symbol "*" can be used + * 5) execution will start with transport dataType and THEN continue down to "*" if needed + */ + prefilters = {}, + + /* Transports bindings + * 1) key is the dataType + * 2) the catchall symbol "*" can be used + * 3) selection will start with transport dataType and THEN go to "*" if needed + */ + transports = {}, + + // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression + allTypes = "*/".concat( "*" ), + + // Anchor tag for parsing the document origin + originAnchor = document.createElement( "a" ); + originAnchor.href = location.href; + +// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport +function addToPrefiltersOrTransports( structure ) { + + // dataTypeExpression is optional and defaults to "*" + return function( dataTypeExpression, func ) { + + if ( typeof dataTypeExpression !== "string" ) { + func = dataTypeExpression; + dataTypeExpression = "*"; + } + + var dataType, + i = 0, + dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; + + if ( isFunction( func ) ) { + + // For each dataType in the dataTypeExpression + while ( ( dataType = dataTypes[ i++ ] ) ) { + + // Prepend if requested + if ( dataType[ 0 ] === "+" ) { + dataType = dataType.slice( 1 ) || "*"; + ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); + + // Otherwise append + } else { + ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); + } + } + } + }; +} + +// Base inspection function for prefilters and transports +function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { + + var inspected = {}, + seekingTransport = ( structure === transports ); + + function inspect( dataType ) { + var selected; + inspected[ dataType ] = true; + jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { + var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); + if ( typeof dataTypeOrTransport === "string" && + !seekingTransport && !inspected[ dataTypeOrTransport ] ) { + + options.dataTypes.unshift( dataTypeOrTransport ); + inspect( dataTypeOrTransport ); + return false; + } else if ( seekingTransport ) { + return !( selected = dataTypeOrTransport ); + } + } ); + return selected; + } + + return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); +} + +// A special extend for ajax options +// that takes "flat" options (not to be deep extended) +// Fixes #9887 +function ajaxExtend( target, src ) { + var key, deep, + flatOptions = jQuery.ajaxSettings.flatOptions || {}; + + for ( key in src ) { + if ( src[ key ] !== undefined ) { + ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; + } + } + if ( deep ) { + jQuery.extend( true, target, deep ); + } + + return target; +} + +/* Handles responses to an ajax request: + * - finds the right dataType (mediates between content-type and expected dataType) + * - returns the corresponding response + */ +function ajaxHandleResponses( s, jqXHR, responses ) { + + var ct, type, finalDataType, firstDataType, + contents = s.contents, + dataTypes = s.dataTypes; + + // Remove auto dataType and get content-type in the process + while ( dataTypes[ 0 ] === "*" ) { + dataTypes.shift(); + if ( ct === undefined ) { + ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); + } + } + + // Check if we're dealing with a known content-type + if ( ct ) { + for ( type in contents ) { + if ( contents[ type ] && contents[ type ].test( ct ) ) { + dataTypes.unshift( type ); + break; + } + } + } + + // Check to see if we have a response for the expected dataType + if ( dataTypes[ 0 ] in responses ) { + finalDataType = dataTypes[ 0 ]; + } else { + + // Try convertible dataTypes + for ( type in responses ) { + if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { + finalDataType = type; + break; + } + if ( !firstDataType ) { + firstDataType = type; + } + } + + // Or just use first one + finalDataType = finalDataType || firstDataType; + } + + // If we found a dataType + // We add the dataType to the list if needed + // and return the corresponding response + if ( finalDataType ) { + if ( finalDataType !== dataTypes[ 0 ] ) { + dataTypes.unshift( finalDataType ); + } + return responses[ finalDataType ]; + } +} + +/* Chain conversions given the request and the original response + * Also sets the responseXXX fields on the jqXHR instance + */ +function ajaxConvert( s, response, jqXHR, isSuccess ) { + var conv2, current, conv, tmp, prev, + converters = {}, + + // Work with a copy of dataTypes in case we need to modify it for conversion + dataTypes = s.dataTypes.slice(); + + // Create converters map with lowercased keys + if ( dataTypes[ 1 ] ) { + for ( conv in s.converters ) { + converters[ conv.toLowerCase() ] = s.converters[ conv ]; + } + } + + current = dataTypes.shift(); + + // Convert to each sequential dataType + while ( current ) { + + if ( s.responseFields[ current ] ) { + jqXHR[ s.responseFields[ current ] ] = response; + } + + // Apply the dataFilter if provided + if ( !prev && isSuccess && s.dataFilter ) { + response = s.dataFilter( response, s.dataType ); + } + + prev = current; + current = dataTypes.shift(); + + if ( current ) { + + // There's only work to do if current dataType is non-auto + if ( current === "*" ) { + + current = prev; + + // Convert response if prev dataType is non-auto and differs from current + } else if ( prev !== "*" && prev !== current ) { + + // Seek a direct converter + conv = converters[ prev + " " + current ] || converters[ "* " + current ]; + + // If none found, seek a pair + if ( !conv ) { + for ( conv2 in converters ) { + + // If conv2 outputs current + tmp = conv2.split( " " ); + if ( tmp[ 1 ] === current ) { + + // If prev can be converted to accepted input + conv = converters[ prev + " " + tmp[ 0 ] ] || + converters[ "* " + tmp[ 0 ] ]; + if ( conv ) { + + // Condense equivalence converters + if ( conv === true ) { + conv = converters[ conv2 ]; + + // Otherwise, insert the intermediate dataType + } else if ( converters[ conv2 ] !== true ) { + current = tmp[ 0 ]; + dataTypes.unshift( tmp[ 1 ] ); + } + break; + } + } + } + } + + // Apply converter (if not an equivalence) + if ( conv !== true ) { + + // Unless errors are allowed to bubble, catch and return them + if ( conv && s.throws ) { + response = conv( response ); + } else { + try { + response = conv( response ); + } catch ( e ) { + return { + state: "parsererror", + error: conv ? e : "No conversion from " + prev + " to " + current + }; + } + } + } + } + } + } + + return { state: "success", data: response }; +} + +jQuery.extend( { + + // Counter for holding the number of active queries + active: 0, + + // Last-Modified header cache for next request + lastModified: {}, + etag: {}, + + ajaxSettings: { + url: location.href, + type: "GET", + isLocal: rlocalProtocol.test( location.protocol ), + global: true, + processData: true, + async: true, + contentType: "application/x-www-form-urlencoded; charset=UTF-8", + + /* + timeout: 0, + data: null, + dataType: null, + username: null, + password: null, + cache: null, + throws: false, + traditional: false, + headers: {}, + */ + + accepts: { + "*": allTypes, + text: "text/plain", + html: "text/html", + xml: "application/xml, text/xml", + json: "application/json, text/javascript" + }, + + contents: { + xml: /\bxml\b/, + html: /\bhtml/, + json: /\bjson\b/ + }, + + responseFields: { + xml: "responseXML", + text: "responseText", + json: "responseJSON" + }, + + // Data converters + // Keys separate source (or catchall "*") and destination types with a single space + converters: { + + // Convert anything to text + "* text": String, + + // Text to html (true = no transformation) + "text html": true, + + // Evaluate text as a json expression + "text json": JSON.parse, + + // Parse text as xml + "text xml": jQuery.parseXML + }, + + // For options that shouldn't be deep extended: + // you can add your own custom options here if + // and when you create one that shouldn't be + // deep extended (see ajaxExtend) + flatOptions: { + url: true, + context: true + } + }, + + // Creates a full fledged settings object into target + // with both ajaxSettings and settings fields. + // If target is omitted, writes into ajaxSettings. + ajaxSetup: function( target, settings ) { + return settings ? + + // Building a settings object + ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : + + // Extending ajaxSettings + ajaxExtend( jQuery.ajaxSettings, target ); + }, + + ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), + ajaxTransport: addToPrefiltersOrTransports( transports ), + + // Main method + ajax: function( url, options ) { + + // If url is an object, simulate pre-1.5 signature + if ( typeof url === "object" ) { + options = url; + url = undefined; + } + + // Force options to be an object + options = options || {}; + + var transport, + + // URL without anti-cache param + cacheURL, + + // Response headers + responseHeadersString, + responseHeaders, + + // timeout handle + timeoutTimer, + + // Url cleanup var + urlAnchor, + + // Request state (becomes false upon send and true upon completion) + completed, + + // To know if global events are to be dispatched + fireGlobals, + + // Loop variable + i, + + // uncached part of the url + uncached, + + // Create the final options object + s = jQuery.ajaxSetup( {}, options ), + + // Callbacks context + callbackContext = s.context || s, + + // Context for global events is callbackContext if it is a DOM node or jQuery collection + globalEventContext = s.context && + ( callbackContext.nodeType || callbackContext.jquery ) ? + jQuery( callbackContext ) : + jQuery.event, + + // Deferreds + deferred = jQuery.Deferred(), + completeDeferred = jQuery.Callbacks( "once memory" ), + + // Status-dependent callbacks + statusCode = s.statusCode || {}, + + // Headers (they are sent all at once) + requestHeaders = {}, + requestHeadersNames = {}, + + // Default abort message + strAbort = "canceled", + + // Fake xhr + jqXHR = { + readyState: 0, + + // Builds headers hashtable if needed + getResponseHeader: function( key ) { + var match; + if ( completed ) { + if ( !responseHeaders ) { + responseHeaders = {}; + while ( ( match = rheaders.exec( responseHeadersString ) ) ) { + responseHeaders[ match[ 1 ].toLowerCase() + " " ] = + ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) + .concat( match[ 2 ] ); + } + } + match = responseHeaders[ key.toLowerCase() + " " ]; + } + return match == null ? null : match.join( ", " ); + }, + + // Raw string + getAllResponseHeaders: function() { + return completed ? responseHeadersString : null; + }, + + // Caches the header + setRequestHeader: function( name, value ) { + if ( completed == null ) { + name = requestHeadersNames[ name.toLowerCase() ] = + requestHeadersNames[ name.toLowerCase() ] || name; + requestHeaders[ name ] = value; + } + return this; + }, + + // Overrides response content-type header + overrideMimeType: function( type ) { + if ( completed == null ) { + s.mimeType = type; + } + return this; + }, + + // Status-dependent callbacks + statusCode: function( map ) { + var code; + if ( map ) { + if ( completed ) { + + // Execute the appropriate callbacks + jqXHR.always( map[ jqXHR.status ] ); + } else { + + // Lazy-add the new callbacks in a way that preserves old ones + for ( code in map ) { + statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; + } + } + } + return this; + }, + + // Cancel the request + abort: function( statusText ) { + var finalText = statusText || strAbort; + if ( transport ) { + transport.abort( finalText ); + } + done( 0, finalText ); + return this; + } + }; + + // Attach deferreds + deferred.promise( jqXHR ); + + // Add protocol if not provided (prefilters might expect it) + // Handle falsy url in the settings object (#10093: consistency with old signature) + // We also use the url parameter if available + s.url = ( ( url || s.url || location.href ) + "" ) + .replace( rprotocol, location.protocol + "//" ); + + // Alias method option to type as per ticket #12004 + s.type = options.method || options.type || s.method || s.type; + + // Extract dataTypes list + s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; + + // A cross-domain request is in order when the origin doesn't match the current origin. + if ( s.crossDomain == null ) { + urlAnchor = document.createElement( "a" ); + + // Support: IE <=8 - 11, Edge 12 - 15 + // IE throws exception on accessing the href property if url is malformed, + // e.g. http://example.com:80x/ + try { + urlAnchor.href = s.url; + + // Support: IE <=8 - 11 only + // Anchor's host property isn't correctly set when s.url is relative + urlAnchor.href = urlAnchor.href; + s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== + urlAnchor.protocol + "//" + urlAnchor.host; + } catch ( e ) { + + // If there is an error parsing the URL, assume it is crossDomain, + // it can be rejected by the transport if it is invalid + s.crossDomain = true; + } + } + + // Convert data if not already a string + if ( s.data && s.processData && typeof s.data !== "string" ) { + s.data = jQuery.param( s.data, s.traditional ); + } + + // Apply prefilters + inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); + + // If request was aborted inside a prefilter, stop there + if ( completed ) { + return jqXHR; + } + + // We can fire global events as of now if asked to + // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) + fireGlobals = jQuery.event && s.global; + + // Watch for a new set of requests + if ( fireGlobals && jQuery.active++ === 0 ) { + jQuery.event.trigger( "ajaxStart" ); + } + + // Uppercase the type + s.type = s.type.toUpperCase(); + + // Determine if request has content + s.hasContent = !rnoContent.test( s.type ); + + // Save the URL in case we're toying with the If-Modified-Since + // and/or If-None-Match header later on + // Remove hash to simplify url manipulation + cacheURL = s.url.replace( rhash, "" ); + + // More options handling for requests with no content + if ( !s.hasContent ) { + + // Remember the hash so we can put it back + uncached = s.url.slice( cacheURL.length ); + + // If data is available and should be processed, append data to url + if ( s.data && ( s.processData || typeof s.data === "string" ) ) { + cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; + + // #9682: remove data so that it's not used in an eventual retry + delete s.data; + } + + // Add or update anti-cache param if needed + if ( s.cache === false ) { + cacheURL = cacheURL.replace( rantiCache, "$1" ); + uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) + + uncached; + } + + // Put hash and anti-cache on the URL that will be requested (gh-1732) + s.url = cacheURL + uncached; + + // Change '%20' to '+' if this is encoded form body content (gh-2658) + } else if ( s.data && s.processData && + ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { + s.data = s.data.replace( r20, "+" ); + } + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + if ( jQuery.lastModified[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); + } + if ( jQuery.etag[ cacheURL ] ) { + jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); + } + } + + // Set the correct header, if data is being sent + if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { + jqXHR.setRequestHeader( "Content-Type", s.contentType ); + } + + // Set the Accepts header for the server, depending on the dataType + jqXHR.setRequestHeader( + "Accept", + s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? + s.accepts[ s.dataTypes[ 0 ] ] + + ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : + s.accepts[ "*" ] + ); + + // Check for headers option + for ( i in s.headers ) { + jqXHR.setRequestHeader( i, s.headers[ i ] ); + } + + // Allow custom headers/mimetypes and early abort + if ( s.beforeSend && + ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { + + // Abort if not done already and return + return jqXHR.abort(); + } + + // Aborting is no longer a cancellation + strAbort = "abort"; + + // Install callbacks on deferreds + completeDeferred.add( s.complete ); + jqXHR.done( s.success ); + jqXHR.fail( s.error ); + + // Get transport + transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); + + // If no transport, we auto-abort + if ( !transport ) { + done( -1, "No Transport" ); + } else { + jqXHR.readyState = 1; + + // Send global event + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); + } + + // If request was aborted inside ajaxSend, stop there + if ( completed ) { + return jqXHR; + } + + // Timeout + if ( s.async && s.timeout > 0 ) { + timeoutTimer = window.setTimeout( function() { + jqXHR.abort( "timeout" ); + }, s.timeout ); + } + + try { + completed = false; + transport.send( requestHeaders, done ); + } catch ( e ) { + + // Rethrow post-completion exceptions + if ( completed ) { + throw e; + } + + // Propagate others as results + done( -1, e ); + } + } + + // Callback for when everything is done + function done( status, nativeStatusText, responses, headers ) { + var isSuccess, success, error, response, modified, + statusText = nativeStatusText; + + // Ignore repeat invocations + if ( completed ) { + return; + } + + completed = true; + + // Clear timeout if it exists + if ( timeoutTimer ) { + window.clearTimeout( timeoutTimer ); + } + + // Dereference transport for early garbage collection + // (no matter how long the jqXHR object will be used) + transport = undefined; + + // Cache response headers + responseHeadersString = headers || ""; + + // Set readyState + jqXHR.readyState = status > 0 ? 4 : 0; + + // Determine if successful + isSuccess = status >= 200 && status < 300 || status === 304; + + // Get response data + if ( responses ) { + response = ajaxHandleResponses( s, jqXHR, responses ); + } + + // Use a noop converter for missing script + if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) { + s.converters[ "text script" ] = function() {}; + } + + // Convert no matter what (that way responseXXX fields are always set) + response = ajaxConvert( s, response, jqXHR, isSuccess ); + + // If successful, handle type chaining + if ( isSuccess ) { + + // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. + if ( s.ifModified ) { + modified = jqXHR.getResponseHeader( "Last-Modified" ); + if ( modified ) { + jQuery.lastModified[ cacheURL ] = modified; + } + modified = jqXHR.getResponseHeader( "etag" ); + if ( modified ) { + jQuery.etag[ cacheURL ] = modified; + } + } + + // if no content + if ( status === 204 || s.type === "HEAD" ) { + statusText = "nocontent"; + + // if not modified + } else if ( status === 304 ) { + statusText = "notmodified"; + + // If we have data, let's convert it + } else { + statusText = response.state; + success = response.data; + error = response.error; + isSuccess = !error; + } + } else { + + // Extract error from statusText and normalize for non-aborts + error = statusText; + if ( status || !statusText ) { + statusText = "error"; + if ( status < 0 ) { + status = 0; + } + } + } + + // Set data for the fake xhr object + jqXHR.status = status; + jqXHR.statusText = ( nativeStatusText || statusText ) + ""; + + // Success/Error + if ( isSuccess ) { + deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); + } else { + deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); + } + + // Status-dependent callbacks + jqXHR.statusCode( statusCode ); + statusCode = undefined; + + if ( fireGlobals ) { + globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", + [ jqXHR, s, isSuccess ? success : error ] ); + } + + // Complete + completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); + + if ( fireGlobals ) { + globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); + + // Handle the global AJAX counter + if ( !( --jQuery.active ) ) { + jQuery.event.trigger( "ajaxStop" ); + } + } + } + + return jqXHR; + }, + + getJSON: function( url, data, callback ) { + return jQuery.get( url, data, callback, "json" ); + }, + + getScript: function( url, callback ) { + return jQuery.get( url, undefined, callback, "script" ); + } +} ); + +jQuery.each( [ "get", "post" ], function( _i, method ) { + jQuery[ method ] = function( url, data, callback, type ) { + + // Shift arguments if data argument was omitted + if ( isFunction( data ) ) { + type = type || callback; + callback = data; + data = undefined; + } + + // The url can be an options object (which then must have .url) + return jQuery.ajax( jQuery.extend( { + url: url, + type: method, + dataType: type, + data: data, + success: callback + }, jQuery.isPlainObject( url ) && url ) ); + }; +} ); + +jQuery.ajaxPrefilter( function( s ) { + var i; + for ( i in s.headers ) { + if ( i.toLowerCase() === "content-type" ) { + s.contentType = s.headers[ i ] || ""; + } + } +} ); + + +jQuery._evalUrl = function( url, options, doc ) { + return jQuery.ajax( { + url: url, + + // Make this explicit, since user can override this through ajaxSetup (#11264) + type: "GET", + dataType: "script", + cache: true, + async: false, + global: false, + + // Only evaluate the response if it is successful (gh-4126) + // dataFilter is not invoked for failure responses, so using it instead + // of the default converter is kludgy but it works. + converters: { + "text script": function() {} + }, + dataFilter: function( response ) { + jQuery.globalEval( response, options, doc ); + } + } ); +}; + + +jQuery.fn.extend( { + wrapAll: function( html ) { + var wrap; + + if ( this[ 0 ] ) { + if ( isFunction( html ) ) { + html = html.call( this[ 0 ] ); + } + + // The elements to wrap the target around + wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); + + if ( this[ 0 ].parentNode ) { + wrap.insertBefore( this[ 0 ] ); + } + + wrap.map( function() { + var elem = this; + + while ( elem.firstElementChild ) { + elem = elem.firstElementChild; + } + + return elem; + } ).append( this ); + } + + return this; + }, + + wrapInner: function( html ) { + if ( isFunction( html ) ) { + return this.each( function( i ) { + jQuery( this ).wrapInner( html.call( this, i ) ); + } ); + } + + return this.each( function() { + var self = jQuery( this ), + contents = self.contents(); + + if ( contents.length ) { + contents.wrapAll( html ); + + } else { + self.append( html ); + } + } ); + }, + + wrap: function( html ) { + var htmlIsFunction = isFunction( html ); + + return this.each( function( i ) { + jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html ); + } ); + }, + + unwrap: function( selector ) { + this.parent( selector ).not( "body" ).each( function() { + jQuery( this ).replaceWith( this.childNodes ); + } ); + return this; + } +} ); + + +jQuery.expr.pseudos.hidden = function( elem ) { + return !jQuery.expr.pseudos.visible( elem ); +}; +jQuery.expr.pseudos.visible = function( elem ) { + return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); +}; + + + + +jQuery.ajaxSettings.xhr = function() { + try { + return new window.XMLHttpRequest(); + } catch ( e ) {} +}; + +var xhrSuccessStatus = { + + // File protocol always yields status code 0, assume 200 + 0: 200, + + // Support: IE <=9 only + // #1450: sometimes IE returns 1223 when it should be 204 + 1223: 204 + }, + xhrSupported = jQuery.ajaxSettings.xhr(); + +support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); +support.ajax = xhrSupported = !!xhrSupported; + +jQuery.ajaxTransport( function( options ) { + var callback, errorCallback; + + // Cross domain only allowed if supported through XMLHttpRequest + if ( support.cors || xhrSupported && !options.crossDomain ) { + return { + send: function( headers, complete ) { + var i, + xhr = options.xhr(); + + xhr.open( + options.type, + options.url, + options.async, + options.username, + options.password + ); + + // Apply custom fields if provided + if ( options.xhrFields ) { + for ( i in options.xhrFields ) { + xhr[ i ] = options.xhrFields[ i ]; + } + } + + // Override mime type if needed + if ( options.mimeType && xhr.overrideMimeType ) { + xhr.overrideMimeType( options.mimeType ); + } + + // X-Requested-With header + // For cross-domain requests, seeing as conditions for a preflight are + // akin to a jigsaw puzzle, we simply never set it to be sure. + // (it can always be set on a per-request basis or even using ajaxSetup) + // For same-domain requests, won't change header if already provided. + if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { + headers[ "X-Requested-With" ] = "XMLHttpRequest"; + } + + // Set headers + for ( i in headers ) { + xhr.setRequestHeader( i, headers[ i ] ); + } + + // Callback + callback = function( type ) { + return function() { + if ( callback ) { + callback = errorCallback = xhr.onload = + xhr.onerror = xhr.onabort = xhr.ontimeout = + xhr.onreadystatechange = null; + + if ( type === "abort" ) { + xhr.abort(); + } else if ( type === "error" ) { + + // Support: IE <=9 only + // On a manual native abort, IE9 throws + // errors on any property access that is not readyState + if ( typeof xhr.status !== "number" ) { + complete( 0, "error" ); + } else { + complete( + + // File: protocol always yields status 0; see #8605, #14207 + xhr.status, + xhr.statusText + ); + } + } else { + complete( + xhrSuccessStatus[ xhr.status ] || xhr.status, + xhr.statusText, + + // Support: IE <=9 only + // IE9 has no XHR2 but throws on binary (trac-11426) + // For XHR2 non-text, let the caller handle it (gh-2498) + ( xhr.responseType || "text" ) !== "text" || + typeof xhr.responseText !== "string" ? + { binary: xhr.response } : + { text: xhr.responseText }, + xhr.getAllResponseHeaders() + ); + } + } + }; + }; + + // Listen to events + xhr.onload = callback(); + errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" ); + + // Support: IE 9 only + // Use onreadystatechange to replace onabort + // to handle uncaught aborts + if ( xhr.onabort !== undefined ) { + xhr.onabort = errorCallback; + } else { + xhr.onreadystatechange = function() { + + // Check readyState before timeout as it changes + if ( xhr.readyState === 4 ) { + + // Allow onerror to be called first, + // but that will not handle a native abort + // Also, save errorCallback to a variable + // as xhr.onerror cannot be accessed + window.setTimeout( function() { + if ( callback ) { + errorCallback(); + } + } ); + } + }; + } + + // Create the abort callback + callback = callback( "abort" ); + + try { + + // Do send the request (this may raise an exception) + xhr.send( options.hasContent && options.data || null ); + } catch ( e ) { + + // #14683: Only rethrow if this hasn't been notified as an error yet + if ( callback ) { + throw e; + } + } + }, + + abort: function() { + if ( callback ) { + callback(); + } + } + }; + } +} ); + + + + +// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) +jQuery.ajaxPrefilter( function( s ) { + if ( s.crossDomain ) { + s.contents.script = false; + } +} ); + +// Install script dataType +jQuery.ajaxSetup( { + accepts: { + script: "text/javascript, application/javascript, " + + "application/ecmascript, application/x-ecmascript" + }, + contents: { + script: /\b(?:java|ecma)script\b/ + }, + converters: { + "text script": function( text ) { + jQuery.globalEval( text ); + return text; + } + } +} ); + +// Handle cache's special case and crossDomain +jQuery.ajaxPrefilter( "script", function( s ) { + if ( s.cache === undefined ) { + s.cache = false; + } + if ( s.crossDomain ) { + s.type = "GET"; + } +} ); + +// Bind script tag hack transport +jQuery.ajaxTransport( "script", function( s ) { + + // This transport only deals with cross domain or forced-by-attrs requests + if ( s.crossDomain || s.scriptAttrs ) { + var script, callback; + return { + send: function( _, complete ) { + script = jQuery( " + + + + + + + + + + + +
+
+
+
+ +
+

amplifier_g3

+

Created on Thu May 13 09:44:27 2021

+

@author: Hatlab_3 +purpose: calculate qmplifier g3 from applied pump power and resonant frequency

+
+
+amplifier_g3.g3_from_pump_power(gains: numpy.ndarray, pump_powers: numpy.ndarray, mode_kappas: numpy.ndarray, pump_omegas: numpy.ndarray, pump_detunings_from_res: numpy.ndarray)[source]
+

Source for calculation: https://arxiv.org/abs/1605.00539 +“Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits” +by Michelle Devoret and Ananda Roy

+
+
Parameters
+
    +

  • gains (np.ndarray) – gain in dB, whose positions correspond to the powers given in the pump_powers section

    • +

  • pump_powers (np.ndarray) – pump power in dBm that the amplifier sees. This must include all attenuation in the entire line

    • +

  • mode_kappas (np.ndarray) – mode kappa in 2pi*Hz

    • +

  • pump_omegas (np.ndarray) – pump frequency in 2pi*Hz

    • +

  • pump_detunings_from_res (np.ndarray) – pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz

    • +
+
+
Returns
+

    +

  • numPumpPhotons (np.ndarray) – The sqrt of the number of pump photons expected in the pumping resonator.

    • +

  • g3_arr (np.ndarray) – The third order coupling in Hz for each combination of inputs

    • +
+

+
+
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/coefficient_solver.html b/sdocs/build/html/coefficient_solver.html new file mode 100644 index 0000000..afd91a4 --- /dev/null +++ b/sdocs/build/html/coefficient_solver.html @@ -0,0 +1,110 @@ + + + + + + + + + coefficient_solver — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

coefficient_solver

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddH5_Duff_Plotting.html b/sdocs/build/html/ddH5_Duff_Plotting.html new file mode 100644 index 0000000..e278203 --- /dev/null +++ b/sdocs/build/html/ddH5_Duff_Plotting.html @@ -0,0 +1,172 @@ + + + + + + + + + ddH5_Duff_Plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddH5_Duff_Plotting

+

Created on Wed Jan 13 10:14:25 2021

+

@author: Hatlab_3

+
+
+class ddH5_Duff_Plotting.fit_Duff_Measurement(name)[source]
+

Bases: object

+
+
outline:
    +

  • Take in an existing Wolfie-format duffing file and manual fit popt

    • +

  • run semiauto_fit for each generator power, return an array of popts in an N_currents x M_gen_powers array

    • +

  • use plotRes to debug fitter

    • +

  • generate duffing graph

    • +
+
+
+
+
+create_file(save_filepath)[source]
+
+ +
+
+default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)[source]
+
+ +
+
+fit(debug=False, save_data=False, max_gen_power=None, savedata=False, smooth=False, smooth_win=11, adaptive_window=False, adapt_win_size=300000000.0, bounds=None, fourier_filter=False, fourier_cutoff=40, pconv_tol=10)[source]
+
+ +
+
+initial_fit(f0Guess, QextGuess=50, QintGuess=300, magBackGuess=0.0001, bounds=None, smooth=False, smooth_win=11, phaseOffGuess=0, debug=False, adaptive_window=False, adapt_win_size=300000000.0)[source]
+
+ +
+
+load_data(Duff_filepath, FS_filepath, current_filt=None)[source]
+
+ +
+
+read_fs_data(fs_filepath, interpolation='linear')[source]
+
+ +
+
+save_fit(currents, gen_power, driven_popts, driven_pconvs, low_power_res_fit_func)[source]
+
+ +
+
+semiauto_fit(bias_currents, vna_freqs, vna_mags, vna_phases, popt, debug=False, smooth=False, smooth_win=11, adaptive_window=False, adapt_win_size=300000000.0, fourier_filter=False, fourier_cutoff=40, pconv_tol=10, bounds=None)[source]
+
+ +
+
+single_fit(vna_freqs, phase_trace, pow_trace, f0Guess, QextGuess=50, QintGuess=300, magBackGuess=0.0001, bounds=None, smooth=False, smooth_win=11, phaseOffGuess=0, debug=False, adaptive_window=False, adapt_win_size=300000000.0)[source]
+
+ +
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddH5_Fluxsweep_Plotting.html b/sdocs/build/html/ddH5_Fluxsweep_Plotting.html new file mode 100644 index 0000000..586529b --- /dev/null +++ b/sdocs/build/html/ddH5_Fluxsweep_Plotting.html @@ -0,0 +1,117 @@ + + + + + + + + + ddH5_Fluxsweep_Plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddH5_Fluxsweep_Plotting

+

Created on Mon Jan 18 16:59:08 2021

+

@author: Hatlab_3

+
+
+ddH5_Fluxsweep_Plotting.find_quanta(currents, res_freqs, show=True, smooth_window=11, order=2)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddH5_Taco_Plotting.html b/sdocs/build/html/ddH5_Taco_Plotting.html new file mode 100644 index 0000000..d9e3458 --- /dev/null +++ b/sdocs/build/html/ddH5_Taco_Plotting.html @@ -0,0 +1,110 @@ + + + + + + + + + ddH5_Taco_Plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddH5_Taco_Plotting

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddh5_autoplotting.html b/sdocs/build/html/ddh5_autoplotting.html new file mode 100644 index 0000000..929a858 --- /dev/null +++ b/sdocs/build/html/ddh5_autoplotting.html @@ -0,0 +1,110 @@ + + + + + + + + + ddh5_autoplotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddh5_autoplotting

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddh5_freq_sweep_plotting.html b/sdocs/build/html/ddh5_freq_sweep_plotting.html new file mode 100644 index 0000000..cb6518c --- /dev/null +++ b/sdocs/build/html/ddh5_freq_sweep_plotting.html @@ -0,0 +1,110 @@ + + + + + + + + + ddh5_freq_sweep_plotting — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddh5_freq_sweep_plotting

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/ddh5_to_csv.html b/sdocs/build/html/ddh5_to_csv.html new file mode 100644 index 0000000..f4f544f --- /dev/null +++ b/sdocs/build/html/ddh5_to_csv.html @@ -0,0 +1,110 @@ + + + + + + + + + ddh5_to_csv — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

ddh5_to_csv

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/fridgePlot.html b/sdocs/build/html/fridgePlot.html new file mode 100644 index 0000000..62f888b --- /dev/null +++ b/sdocs/build/html/fridgePlot.html @@ -0,0 +1,110 @@ + + + + + + + + + fridgePlot — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

fridgePlot

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/gain_trace.html b/sdocs/build/html/gain_trace.html new file mode 100644 index 0000000..e2d172e --- /dev/null +++ b/sdocs/build/html/gain_trace.html @@ -0,0 +1,110 @@ + + + + + + + + + gain_trace — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

gain_trace

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/genindex.html b/sdocs/build/html/genindex.html new file mode 100644 index 0000000..5b13581 --- /dev/null +++ b/sdocs/build/html/genindex.html @@ -0,0 +1,690 @@ + + + + + + + + Index — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ + +

Index

+ +
+ Symbols + | A + | B + | C + | D + | E + | F + | G + | H + | I + | L + | M + | P + | Q + | R + | S + | T + | V + +
+

Symbols

+ + +
    +
  • + 4th_Order_Fitter + +
    • +
+ +

A

+ + + +
    +
  • + amplifier_g3 + +
    • +
+ +

B

+ + +
+ +

C

+ + + +
+ +

D

+ + + +
    +
  • + ddH5_Duff_Plotting + +
    • +
  • + ddH5_Fluxsweep_Plotting + +
    • +
+ +

E

+ + + +
+ +

F

+ + + +
+ +

G

+ + + +
+ +

H

+ + + +
    +
  • + Helper_Functions + +
    • +
+ +

I

+ + + +
+ +

L

+ + + +
+ +

M

+ + +
+ +

P

+ + + +
+ +

Q

+ + + +
+ +

R

+ + + +
+ +

S

+ + + +
+ +

T

+ + +
    +
  • + TACO_multiplot_b1 + +
    • +
+ +

V

+ + +
+ + + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/index.html b/sdocs/build/html/index.html new file mode 100644 index 0000000..771c3e7 --- /dev/null +++ b/sdocs/build/html/index.html @@ -0,0 +1,263 @@ + + + + + + + + + Welcome to Hatlab Data Processing’s documentation! — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + +
+
+
+
+ +
+

Welcome to Hatlab Data Processing’s documentation!

+
+ +
+
+

AWG_and_Alazar

+
+

Contents:

+ +
+
+

to_Saeed_20210625

+
+

Contents:

+ +
+
+
+
+

ddh5_Plotting

+
+

Contents:

+ +
+
+

Spectrum_Processing

+
+

Contents:

+ +
+
+
+

utility_modules

+
+

Contents:

+ +
+
+
+
+

fabrication

+
+

Contents:

+ +
+
+
+

fitting

+
+

Contents:

+ +
+
+
+

models

+
+

Contents:

+ +
+
+

SNAIL_supporting_modules

+
+

Contents:

+ +
+
+
+
+

signal_processing

+
+

Contents:

+ +
+
+
+
+

Indices and tables

+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/multiplot.html b/sdocs/build/html/multiplot.html new file mode 100644 index 0000000..66654d1 --- /dev/null +++ b/sdocs/build/html/multiplot.html @@ -0,0 +1,110 @@ + + + + + + + + + multiplot — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

multiplot

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/objects.inv b/sdocs/build/html/objects.inv new file mode 100644 index 0000000000000000000000000000000000000000..55be81ec2184587226f415229c773f7420efd076 GIT binary patch literal 2181 zcmV;02zvJ;AX9K?X>NERX>N99Zgg*Qc_4OWa&u{KZXhxWBOp+6Z)#;@bUGkNVRUR^ zVjx6ebYUP+a&Kd0b8~5KX9^=AR%LQ?X>V>iAPOTORA^-&a%F8{X>Md?av*PJAarPH zb0B7EY-J#6b0A}HZE$jBb8}^6Aa!$TZf78RY-wUH3V7PRo6BvZ`b>bOkqSWbhiGfK_LIM&r0Lpe&eT}|epQHz%C;Y z+^R?v<%M*#?ZkuXQ=ERUq|%UV`)qO6f$7ns^YMgaO_CpoW+-7?k_jAMD8U(nhf`lF zqeY4^V<=76?VLtsYB4m7+}cz6|dl{{8d(ufW*4UR65R9KPYW>S>%@E`bd zf(2SrsrX9Zd>$%!RszFFeO{XM9lf6HGRjC`!kd`a#s833M&X^VQPXPYfodmk`xWsl zlkn>ZrPdj2I~8KIAoEc(ni59U%dtuw=Fi*1oP0JCYyixhshkhqSRnm$!a*X=Y z4IiwjOa#qofjt{|2>TV*HO^G8A9xeHd6>~Qd>^|Df>*!B3P%Ulb&|rblqL~;J<0vy zIq*QBAQ`KTkaliE+3DT^> zn||0u9e_Jc1c5ovOd3w}n}glc&F8?kd(0fnuF+!-w%Jcfx0BbbWW583GI<<$aNL^( z+%@#g0*4efqTDyEdNw0-Pe=A+!o4{VXEqEUEAUZm3)4&1$oBpVDh1~m7<}!*6H>Z1 z>tM83uFX{L4O%e--RGeWh#amISa&Rn%*Jtvg&K@# zJOWO0suYH=Hv<9*{4^Tlx|LxFbBd&N(p5uf$_3R>I#|; z(_b6j5LU;!15W4F1NjUfVa&e$l4wIQy8AFYvOOV2F$FB1b+dr}rZ=zK^|(LQ975F# zjk@)IZwg4?&Owp%=ZJBk+-`}&Ivstwxxe2pdk10kW}Ds(!vZC^#0ecYK3JH24;W5i zR39zR^0_vc$-1IzYIF@J=cWZBXqo!V16H)~eOi-apZsE){Bn}K+pqPA^isN9QlVGG>Prj}=WlQ?h;No02BsUjJyD5=Rvb?=U6N!n@(Z1EwT` zU>b|w+Ua!%QJ|o^iBTSKHxY2E1d7AI%n+l`=kPqRuSrUflBPi3XPIe(iu z%A0$0E@=*Lcawpo4W;k2;bUc69gJx7A2EElja)2YR$DC1tmYS92SKSf68@tD^&cJT zy-Dk0r;YIMb%w5UT8iKmGSJ-KE-z5o>|7=mT_P@Ie-H?WmywY-Kw?GxDbON@Q!r0&G93 zgJaTU526m(soU3hZDHuvZ0I(QxmMGsv@YH(!gqPR4 zcBGfu=z{l8EM@04hTtUzOBg=pZ&bY|ARN)?ol63i$~)MHSbOnlyq8leerlr&TnDgp z9fy!TN04oC$2nm`_=XeSEp}4(y7fDxPh-oVtd;1f%)ef!OVcS1#5fGaQ6e{YsEAU`QU*B}b*8S6694TNuM4n9)!w=wgb=>x89d)aJzS@UvVOGRn zge5#D3&j_ouma4&Tu|HhzJLGzM=n5T{uPC>I>f5R#aU{ct3FnQ7TI!KerlsTe7tO7;tn%4wXTJ04r@>%)vdl + + + + + + + old_file_converter — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

old_file_converter

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/phase_correction_proof_of_concept.html b/sdocs/build/html/phase_correction_proof_of_concept.html new file mode 100644 index 0000000..a81e64c --- /dev/null +++ b/sdocs/build/html/phase_correction_proof_of_concept.html @@ -0,0 +1,132 @@ + + + + + + + + + phase_correction_proof_of_concept — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

phase_correction_proof_of_concept

+

Created on Tue Aug 17 13:27:49 2021

+

@author: Hatlab-RRK

+
+
+phase_correction_proof_of_concept.I_0(t)
+
+ +
+
+phase_correction_proof_of_concept.I_corrected(t, Q, delay)
+
+ +
+
+phase_correction_proof_of_concept.I_delayed(t)
+
+ +
+
+phase_correction_proof_of_concept.Q_0(t)
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/processDosetestInfo.html b/sdocs/build/html/processDosetestInfo.html new file mode 100644 index 0000000..5dc2aaf --- /dev/null +++ b/sdocs/build/html/processDosetestInfo.html @@ -0,0 +1,110 @@ + + + + + + + + + processDosetestInfo — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

processDosetestInfo

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/process_pump_scanning.html b/sdocs/build/html/process_pump_scanning.html new file mode 100644 index 0000000..76d0d8d --- /dev/null +++ b/sdocs/build/html/process_pump_scanning.html @@ -0,0 +1,110 @@ + + + + + + + + + process_pump_scanning — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

process_pump_scanning

+
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/py-modindex.html b/sdocs/build/html/py-modindex.html new file mode 100644 index 0000000..87dface --- /dev/null +++ b/sdocs/build/html/py-modindex.html @@ -0,0 +1,204 @@ + + + + + + + + Python Module Index — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + + + + +
+
+
+
+ + +

Python Module Index

+ +
+ 4 | + a | + d | + g | + h | + p | + q | + r | + s | + t +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
 
+ 4
+ 4th_Order_Fitter +
 
+ a
+ amplifier_g3 +
 
+ d
+ ddH5_Duff_Plotting +
+ ddH5_Fluxsweep_Plotting +
 
+ g
+ General_reader +
 
+ h
+ Helper_Functions +
 
+ p
+ phase_correction_proof_of_concept +
+ Pulse_Processing +
+ Pulse_Processing_utils +
 
+ q
+ QFit +
 
+ r
+ Resonator_Autofit_1D +
 
+ s
+ snailamp +
+ squidamp +
 
+ t
+ TACO_multiplot_b1 +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/search.html b/sdocs/build/html/search.html new file mode 100644 index 0000000..31c515a --- /dev/null +++ b/sdocs/build/html/search.html @@ -0,0 +1,104 @@ + + + + + + + + Search — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + + + + + +
+
+
+
+ +

Search

+ + + + +

+ Searching for multiple words only shows matches that contain + all words. +

+ + +
+ + + +
+ + + +
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/searchindex.js b/sdocs/build/html/searchindex.js new file mode 100644 index 0000000..5ae1afb --- /dev/null +++ b/sdocs/build/html/searchindex.js @@ -0,0 +1 @@ +Search.setIndex({docnames:["4th_Order_Fitter","Bifurcation fitter","FS_utility_functions","Fidelity_from_filepath","Gain vs Pump Power 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nt_descent_participation_fitt:[45,46],graph:31,guess:[45,46],guessparam:23,h1:23,h2:23,h_arr:23,hatlab:42,hatlab_3:[22,26,27,29,31,32,45,46],have:[45,46],helper:6,helper_funct:39,henri:[45,46],hfss:24,hfss_filepath:[45,46],highest:27,hist_discrimin:23,hist_scal:23,http:[29,45,46],hz:[22,29,45,46],i:[6,22],i_0:42,i_correct:42,i_delai:42,ic:[45,46],ic_to_ej:[45,46],ic_to_lj:[45,46],iip3_plot:39,imag:24,imi:46,includ:[29,45,46],ind_nam:45,ind_par:26,ind_par_nam:26,ind_par_v:26,index:39,induct:[45,46],info_from_junction_i0:45,info_from_junction_s:[45,46],init_f0_guess:[45,46],init_popt:26,initial_alpha_guess:[45,46],initial_fit:[26,31],initial_p_guess:[45,46],input:[6,29,45,46],inst_class:6,instrument:6,integr:22,interpol:[31,45,46],introduct:[29,45,46],ioffset:23,iq_offset:23,j:6,jan:[31,32],jc:[45,46],josephson:[29,45,46],josephson_effect:[45,46],joul:[45,46],jth:6,jun:[0,5,26],junciton:[45,46],junction:[45,46],junction_i0_larg:45,junction_i0_smal:45,junction_s:[45,46],kappa:[29,45,46],kaufman:[0,5,6,23],kerr:27,kerr_nul:27,kerr_scal:27,kwarg:[6,45,46],l0:[45,46],l_larg:[45,46],lambda:[45,46],larg:[45,46],length:22,level:27,lfunc:[45,46],limit:[29,45,46],line:[29,45,46],linear:[31,45,46],lj:[45,46],load:23,load_data:31,load_instru:6,log_normalize_to_row:6,log_normalize_up_to_row:6,low_power_res_fit_func:31,ls:45,ls_func:[45,46],lumped_port_nam:45,m:23,m_gen_pow:31,mag:24,magback:24,magbackguess:[24,26,31],mai:[29,45,46],manual:31,matplotlib:[45,46],max_fev:23,max_gen_pow:31,md:45,method:24,michel:[29,45,46],mixer_calibration_plot:39,mod_freq:22,mode:[29,45,46],mode_kappa:[29,45,46],modul:[22,23,39],mon:32,more:[45,46],multipli:22,multiplot:39,must:[22,29,45,46],n_current:31,name:[23,31],ndarrai:[29,45,46],none:[6,23,24,26,27,31,45,46],norm_pow:27,normal:6,note:22,nov:6,np:[22,29,45,46],num_bin:23,number:[29,45,46],numpi:[29,45,46],numpumpphoton:[29,45,46],numrecord:23,object:[23,26,31,45,46],odd_onli:23,off:[45,46],old_file_convert:39,omega:46,option:[22,27,45,46],order:[29,32,45,46],org:[29,45,46],out:27,outlin:31,over:22,p:[45,46],p_func:[45,46],page:39,paper:[45,46],parallel:[45,46],param1:6,param:[6,22],paramet:[22,29,45,46],parametr:[29,45,46],particip:[45,46],participation_and_alpha_fitt:39,path:[6,45,46],pcolor:6,pconv_tol:[26,31],pdf:[45,46],per:22,period:22,phase:[22,24],phase_correct:22,phase_correction_proof_of_concept:39,phase_trac:31,phasecorrect:24,phaseguess:24,phaseoffguess:[26,31],phi_ext:[45,46],phi_ext_arr:[45,46],photon:[29,45,46],pickl:[45,46],plot:[6,23,27,45,46],plot_arrai:23,plot_data:24,plot_individu:27,plot_on_ax:23,plotr:[24,31],plottr:[45,46],point:[45,46],popt:[24,31],posit:[29,45,46],pow_trac:31,power:[27,29,31,39,45,46],print_info:23,process_fitted_power_sweep:39,process_fitted_sweep:39,process_hfss_sweep:46,process_multiple_acquisitions_from_directori:39,process_multiple_acquisitions_from_directory_lo_pwr_phas:39,process_multiple_acquisitions_from_directory_lo_sig_phas:39,process_multiple_acquisitions_from_directory_loopback:39,process_multiple_acquisitions_from_directory_sig:39,process_one_3_state_acquisit:39,process_one_acquisit:23,process_one_acquisition_3_st:23,process_one_acquisition_from_fil:39,process_one_acquisition_from_file_1:39,process_one_acquisition_from_file_:39,process_one_acquisition_from_file_with_weight:39,process_one_acquisition_np:23,process_pump_scan:39,process_ref_hfss_sweep:45,processdosetestinfo:39,produc:[45,46],pull:27,puls:23,pulse_process:39,pulse_processing_util:39,pulse_typ:23,pump:[29,39,45,46],pump_detunings_from_r:[29,45,46],pump_omega:[29,45,46],pump_pow:[29,45,46],purpos:[6,29],q:[22,42],q_0:42,q_vs_temp_vs_pow:39,qext:24,qextguess:[26,31],qfit:39,qguess:[24,45,46],qint:24,qintguess:[26,31],qmplifier:29,qoffset:23,quadratur:22,quanta_flip:27,quanta_offset:[27,45,46],quanta_s:[27,45,46],quantum:[29,45,46],rate:22,ratio:[45,46],raw_filepath:26,re:[45,46],read_fs_data:31,real:24,real_onli:24,record:22,records_per_pulsetyp:23,ref_i_sum:22,ref_port_nam:45,ref_q_sum:22,refer:22,reference_data:22,refi:22,reflectionfunc:24,reflectionfunc_r:24,refq:22,res_freq:[32,45],res_func:[45,46],res_omega:[45,46],res_phi:46,reson:[29,45,46],resonator_autofit_1d:39,ret_slid:[45,46],roi:[29,45,46],rotat:22,rounder:24,rrk:42,run:31,ryan:[0,5,6,23],s:[27,45,46],same:22,sampl:22,sampling_r:22,sat_bias_curr:27,sat_gain:27,sat_gen_freq:27,sat_gen_pow:27,sat_vna_freq:27,sat_vna_pow:27,satur:27,save_data:31,save_filepath:31,save_fit:[26,31],save_func:26,savedata:[26,31],scale:23,scale_flip:27,search:39,second:22,section:[29,45,46],see:[27,29,45,46],select_closest_to_target:6,semiauto_fit:[26,31],sequenc:23,set:23,set_linear_capacit:[45,46],set_linear_induct:[45,46],shift_array_relative_to_middl:6,show:32,show_coeffici:[45,46],si:23,si_c1:23,si_c2:23,si_c3:23,sig_i_sum:22,sig_q_sum:22,sigi:22,sigi_correct:22,sigma_contour:23,sigma_i:23,sigma_x:23,signal:[22,29,45,46],signal_data:22,sigq:22,sigq_correct:22,sine:22,single_fit:31,sl:45,slider:[45,46],slider_participation_fitt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\ No newline at end of file diff --git a/sdocs/build/html/snailamp.html b/sdocs/build/html/snailamp.html new file mode 100644 index 0000000..23bc3d3 --- /dev/null +++ b/sdocs/build/html/snailamp.html @@ -0,0 +1,373 @@ + + + + + + + + + snailamp — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

snailamp

+

Created on Thu May 13 13:43:45 2021

+

@author: Hatlab_3

+
+
+class snailamp.SnailAmp[source]
+

Bases: object

+
+
+Ic_to_Ej(Ic: float)[source]
+
+
Parameters
+

Ic (float) – critical current in amps

+
+
Returns
+

    +

  • Ej in Joules

    • +

  • src (https://en.wikipedia.org/wiki/Josephson_effect)

    • +
+

+
+
+
+ +
+
+Ic_to_Lj(Ic: float)[source]
+
+
Parameters
+

Ic (float) – critical current in amps

+
+
Returns
+

    +

  • Lj in Henries

    • +

  • src (https://en.wikipedia.org/wiki/Josephson_effect)

    • +
+

+
+
+
+ +
+
+collect_TACO_data(gain_folder, plot=False, tla_pump=0)[source]
+
+ +
+
+fit_modes(*args, bounds=None, f0Guess_arr=None, Qguess=(100.0, 10000.0), window_size=600000000.0, plot=False)[source]
+
+ +
+
+frattini_p_to_part(fp, alpha)[source]
+
+ +
+
+g3_from_admittance(Ej_large, c3_val, mds)[source]
+
+ +
+
+g3_from_admittance_raw(Ej_large, c3_val, res_omega)[source]
+
+ +
+
+g3_from_pump_power(dBgains: numpy.ndarray, pump_powers: numpy.ndarray, mode_kappas: numpy.ndarray, pump_omegas: numpy.ndarray, pump_detunings_from_res: numpy.ndarray)[source]
+

Source for calculation: https://arxiv.org/abs/1605.00539 +“Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits” +by Michelle Devoret and Ananda Roy

+
+
Parameters
+
    +

  • gains (np.ndarray) – gain in dB, whose positions correspond to the powers given in the pump_powers section

    • +

  • pump_powers (np.ndarray) – pump power in dBm that the amplifier sees. This must include all attenuation in the entire line

    • +

  • mode_kappas (np.ndarray) – mode kappa in 2pi*Hz

    • +

  • pump_omegas (np.ndarray) – pump frequency in 2pi*Hz

    • +

  • pump_detunings_from_res (np.ndarray) – pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz

    • +
+
+
Returns
+

    +

  • numPumpPhotons (np.ndarray) – The sqrt of the number of pump photons expected in the pumping resonator.

    • +

  • g3_arr (np.ndarray) – The third order coupling in Hz for each combination of inputs

    • +
+

+
+
+
+ +
+
+generate_coefficient_functions(alpha_val, res=100, plot=False, show_coefficients=False, verbose=False)[source]
+
+
Parameters
+
    +

  • alpha_val (float) – alpha value between 0 and 0.33

    • +

  • res (int, optional) – number of points to base interpolation off of. The default is 100.

    • +
+
+
Returns
+

    +

  • c2_func (lambda function) – function that will return the value of c2

    • +

  • c3_func (lambda function) – DESCRIPTION.

    • +

  • c4_func (lambda function) – DESCRIPTION.

    • +
+

+
+
+
+ +
+
+generate_gsss_function(C0, p_func, res_func, c2_func, c3_func)[source]
+

source: https://arxiv.org/pdf/1806.06093.pdf +(The frattini paper) +calculates the g3 wrt flux given linear capacitance, participation ratio, and alpha +return value is in Joules

+
+ +
+
+generate_inductance_function(L_large, c2_func)[source]
+
+ +
+
+generate_participation_function(L0, Lfunc)[source]
+
+ +
+
+generate_quanta_function(quanta_offset, quanta_size)[source]
+
+ +
+
+generate_resonance_function_via_LC(L0, C0, Ls_func)[source]
+
+ +
+
+generate_resonance_function_via_fit(p, f0, c2_func)[source]
+
+ +
+
+gradient_descent_participation_fitter(fitted_res_func, initial_p_guess, initial_alpha_guess, init_f0_guess, res=100, bounds=None)[source]
+
+
Parameters
+
    +

  • fitted_res_func (function:ndarray->ndarray) – function which takes in flux fraction in [0, 1] and produces the resonant frequency of the experimental device

    • +

  • initial_p_guess (float) – guess for the participation ratio of the SNAIL at 0-flux

    • +

  • initial_alpha_guess (float) – guess for the ratio of large junction inductance to small junciton inductance of the SNAIL

    • +

  • kwargs – res - the number of points with which to do the fitting. Fewer is faster, more is better

    • +
+
+
Returns
+

    +

  • fitted alpha

    • +

  • fitted p

    • +
+

+
+
+
+ +
+
+info_from_junction_i0(junction_i0_small, junction_i0_large, res=100, Jc=0.8, verbose=False)[source]
+

junction_i0_small: junction critical current in A +junction_i0_large: junction critical current in A

+
+ +
+
+info_from_junction_sizes(junction_sizes, res=100, Jc=0.8, verbose=False)[source]
+
+ +
+
+process_ref_HFSS_sweep(HFSS_filepath, ref_port_name='B', lumped_port_name='sl', ind_name='Ls', trans_port_name='U')[source]
+
+ +
+
+set_linear_capacitance(C0)[source]
+
+ +
+
+set_linear_inductance(L0)[source]
+
+ +
+
+slider_participation_fitter(stored_fits_filepath: str, fluxsweep_filepath: str, ret_sliders=False, start_freq=7000000000.0)[source]
+
+
Parameters
+
    +

  • stored_fits_filepath (str) – path to a pickled fit file

    • +

  • fluxsweep_filepath (str) – path to a fluxsweep stored in plottr’s datadict format’

    • +
+
+
Returns
+

+
+
Return type
+

4x matplotlib.widgets.slider objects, call slider.val to get value

+
+
+
+ +
+
+vals_from_sliders()[source]
+

A supporting function to slider_participation_fitter for extracting +the alpha and p values after the sliders have been used to fit

+
+ +
+ +
+
+snailamp.c2_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+snailamp.c3_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+snailamp.c4_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+snailamp.find_quanta(currents, res_freqs, smooth_window=0)[source]
+
+ +
+
+snailamp.get_phi_min(alpha, phi_ext)[source]
+
+ +
+
+snailamp.get_phi_min_fsolve(alpha, phi_ext_arr)[source]
+
+ +
+
+snailamp.get_phi_min_funcs(alpha, phi_ext_arr)[source]
+
+ +
+
+snailamp.parallel(v1, v2)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/squidamp.html b/sdocs/build/html/squidamp.html new file mode 100644 index 0000000..f0b99b2 --- /dev/null +++ b/sdocs/build/html/squidamp.html @@ -0,0 +1,361 @@ + + + + + + + + + squidamp — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + + + +
+
+
+
+ +
+

squidamp

+

Created on Thu May 13 13:43:45 2021

+

@author: Hatlab_3

+
+
+class squidamp.SquidAmp[source]
+

Bases: object

+
+
+Ic_to_Ej(Ic: float)[source]
+
+
Parameters
+

Ic (float) – critical current in amps

+
+
Returns
+

    +

  • Ej in Joules

    • +

  • src (https://en.wikipedia.org/wiki/Josephson_effect)

    • +
+

+
+
+
+ +
+
+Ic_to_Lj(Ic: float)[source]
+
+
Parameters
+

Ic (float) – critical current in amps

+
+
Returns
+

    +

  • Lj in Henries

    • +

  • src (https://en.wikipedia.org/wiki/Josephson_effect)

    • +
+

+
+
+
+ +
+
+collect_TACO_data(gain_folder, plot=False, tla_pump=0)[source]
+
+ +
+
+find_res_from_admittance(admittance)[source]
+
+ +
+
+fit_modes(*args, bounds=None, f0Guess_arr=None, Qguess=(100.0, 10000.0), window_size=600000000.0, plot=False)[source]
+
+ +
+
+frattini_p_to_part(fp, alpha)[source]
+
+ +
+
+g3_from_admittance(Ej_large, omegas, Imy, res_omega, res_phi, c3_func)[source]
+
+ +
+
+g3_from_pump_power(dBgains: numpy.ndarray, pump_powers: numpy.ndarray, mode_kappas: numpy.ndarray, pump_omegas: numpy.ndarray, pump_detunings_from_res: numpy.ndarray)[source]
+

Source for calculation: https://arxiv.org/abs/1605.00539 +“Introduction to Quantum-limited Parametric Amplification of Quantum Signals with Josephson Circuits” +by Michelle Devoret and Ananda Roy

+
+
Parameters
+
    +

  • gains (np.ndarray) – gain in dB, whose positions correspond to the powers given in the pump_powers section

    • +

  • pump_powers (np.ndarray) – pump power in dBm that the amplifier sees. This must include all attenuation in the entire line

    • +

  • mode_kappas (np.ndarray) – mode kappa in 2pi*Hz

    • +

  • pump_omegas (np.ndarray) – pump frequency in 2pi*Hz

    • +

  • pump_detunings_from_res (np.ndarray) – pump detuning in 2pi(f-f0) where f0 is the resonator frequency in hz

    • +
+
+
Returns
+

    +

  • numPumpPhotons (np.ndarray) – The sqrt of the number of pump photons expected in the pumping resonator.

    • +

  • g3_arr (np.ndarray) – The third order coupling in Hz for each combination of inputs

    • +
+

+
+
+
+ +
+
+generate_coefficient_functions(alpha_val, res=100, plot=False, show_coefficients=False, verbose=False)[source]
+
+
Parameters
+
    +

  • alpha_val (float) – alpha value between 0 and 0.33

    • +

  • res (int, optional) – number of points to base interpolation off of. The default is 100.

    • +
+
+
Returns
+

    +

  • c2_func (lambda function) – function that will return the value of c2

    • +

  • c3_func (lambda function) – DESCRIPTION.

    • +

  • c4_func (lambda function) – DESCRIPTION.

    • +
+

+
+
+
+ +
+
+generate_gsss_function(C0, p_func, res_func, c2_func, c3_func)[source]
+

source: https://arxiv.org/pdf/1806.06093.pdf +(The frattini paper) +calculates the g3 wrt flux given linear capacitance, participation ratio, and alpha +return value is in Joules

+
+ +
+
+generate_inductance_function(L_large, c2_func)[source]
+
+ +
+
+generate_participation_function(L0, Lfunc)[source]
+
+ +
+
+generate_quanta_function(quanta_offset, quanta_size)[source]
+
+ +
+
+generate_resonance_function_via_LC(L0, C0, Ls_func)[source]
+
+ +
+
+generate_resonance_function_via_fit(p, f0, c2_func)[source]
+
+ +
+
+gradient_descent_participation_fitter(fitted_res_func, initial_p_guess, initial_alpha_guess, init_f0_guess, res=100, bounds=None)[source]
+
+
Parameters
+
    +

  • fitted_res_func (function:ndarray->ndarray) – function which takes in flux fraction in [0, 1] and produces the resonant frequency of the experimental device

    • +

  • initial_p_guess (float) – guess for the participation ratio of the SNAIL at 0-flux

    • +

  • initial_alpha_guess (float) – guess for the ratio of large junction inductance to small junciton inductance of the SNAIL

    • +

  • kwargs – res - the number of points with which to do the fitting. Fewer is faster, more is better

    • +
+
+
Returns
+

    +

  • fitted alpha

    • +

  • fitted p

    • +
+

+
+
+
+ +
+
+info_from_junction_sizes(junction_sizes, res=100, Jc=0.8, verbose=False)[source]
+
+ +
+
+process_HFSS_sweep(HFSS_filepath)[source]
+
+ +
+
+set_linear_capacitance(C0)[source]
+
+ +
+
+set_linear_inductance(L0)[source]
+
+ +
+
+slider_participation_fitter(stored_fits_filepath: str, fluxsweep_filepath: str, ret_sliders=False, start_freq=7000000000.0)[source]
+
+
Parameters
+
    +

  • stored_fits_filepath (str) – path to a pickled fit file

    • +

  • fluxsweep_filepath (str) – path to a fluxsweep stored in plottr’s datadict format’

    • +
+
+
Returns
+

+
+
Return type
+

4x matplotlib.widgets.slider objects, call slider.val to get value

+
+
+
+ +
+
+vals_from_sliders()[source]
+

A supporting function to slider_participation_fitter for extracting +the alpha and p values after the sliders have been used to fit

+
+ +
+ +
+
+squidamp.c2_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+squidamp.c3_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+squidamp.c4_func_gen_vectorize(alpha_val)[source]
+
+ +
+
+squidamp.get_phi_min(alpha, phi_ext)[source]
+
+ +
+
+squidamp.get_phi_min_fsolve(alpha, phi_ext_arr)[source]
+
+ +
+
+squidamp.get_phi_min_funcs(alpha, phi_ext_arr)[source]
+
+ +
+
+squidamp.parallel(v1, v2)[source]
+
+ +
+ + +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/make.bat b/sdocs/make.bat new file mode 100644 index 0000000..061f32f --- /dev/null +++ b/sdocs/make.bat @@ -0,0 +1,35 @@ +@ECHO OFF + +pushd %~dp0 + +REM Command file for Sphinx documentation + +if "%SPHINXBUILD%" == "" ( + set SPHINXBUILD=sphinx-build +) +set SOURCEDIR=source +set BUILDDIR=build + +if "%1" == "" goto help + +%SPHINXBUILD% >NUL 2>NUL +if errorlevel 9009 ( + echo. + echo.The 'sphinx-build' command was not found. Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.https://www.sphinx-doc.org/ + exit /b 1 +) + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% + +:end +popd diff --git a/sdocs/source/4th_Order_Fitter.rst b/sdocs/source/4th_Order_Fitter.rst new file mode 100644 index 0000000..60cd3a3 --- /dev/null +++ b/sdocs/source/4th_Order_Fitter.rst @@ -0,0 +1,7 @@ +4th_Order_Fitter +================ + +.. automodule:: 4th_Order_Fitter + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Bifurcation fitter.rst b/sdocs/source/Bifurcation fitter.rst new file mode 100644 index 0000000..59c913a --- /dev/null +++ b/sdocs/source/Bifurcation fitter.rst @@ -0,0 +1,7 @@ +Bifurcation fitter +================== + +.. automodule:: Bifurcation fitter + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/FS_utility_functions.rst b/sdocs/source/FS_utility_functions.rst new file mode 100644 index 0000000..5b30cde --- /dev/null +++ b/sdocs/source/FS_utility_functions.rst @@ -0,0 +1,7 @@ +FS_utility_functions +==================== + +.. automodule:: FS_utility_functions + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Fidelity_from_filepath.rst b/sdocs/source/Fidelity_from_filepath.rst new file mode 100644 index 0000000..dd213ce --- /dev/null +++ b/sdocs/source/Fidelity_from_filepath.rst @@ -0,0 +1,7 @@ +Fidelity_from_filepath +====================== + +.. automodule:: Fidelity_from_filepath + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Gain vs Pump Power fitter.rst b/sdocs/source/Gain vs Pump Power fitter.rst new file mode 100644 index 0000000..8889b64 --- /dev/null +++ b/sdocs/source/Gain vs Pump Power fitter.rst @@ -0,0 +1,7 @@ +Gain vs Pump Power fitter +========================= + +.. automodule:: Gain vs Pump Power fitter + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/General_reader.rst b/sdocs/source/General_reader.rst new file mode 100644 index 0000000..87eaad7 --- /dev/null +++ b/sdocs/source/General_reader.rst @@ -0,0 +1,7 @@ +General_reader +============== + +.. automodule:: General_reader + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Helper_Functions.rst b/sdocs/source/Helper_Functions.rst new file mode 100644 index 0000000..1a6a3df --- /dev/null +++ b/sdocs/source/Helper_Functions.rst @@ -0,0 +1,7 @@ +Helper_Functions +================ + +.. automodule:: Helper_Functions + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/IIP3_plotting.rst b/sdocs/source/IIP3_plotting.rst new file mode 100644 index 0000000..4affaee --- /dev/null +++ b/sdocs/source/IIP3_plotting.rst @@ -0,0 +1,7 @@ +IIP3_plotting +============= + +.. automodule:: IIP3_plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Mixer_calibration_plotting.rst b/sdocs/source/Mixer_calibration_plotting.rst new file mode 100644 index 0000000..e9f98dd --- /dev/null +++ b/sdocs/source/Mixer_calibration_plotting.rst @@ -0,0 +1,7 @@ +Mixer_calibration_plotting +========================== + +.. automodule:: Mixer_calibration_plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Participation_and_Alpha_Fitter.rst b/sdocs/source/Participation_and_Alpha_Fitter.rst new file mode 100644 index 0000000..9fa5a43 --- /dev/null +++ b/sdocs/source/Participation_and_Alpha_Fitter.rst @@ -0,0 +1,7 @@ +Participation_and_Alpha_Fitter +============================== + +.. automodule:: Participation_and_Alpha_Fitter + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_Multiple_Acquisitions_From_Directory.rst b/sdocs/source/Process_Multiple_Acquisitions_From_Directory.rst new file mode 100644 index 0000000..5d4f408 --- /dev/null +++ b/sdocs/source/Process_Multiple_Acquisitions_From_Directory.rst @@ -0,0 +1,7 @@ +Process_Multiple_Acquisitions_From_Directory +============================================ + +.. automodule:: Process_Multiple_Acquisitions_From_Directory + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.rst b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.rst new file mode 100644 index 0000000..28e7bff --- /dev/null +++ b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase.rst @@ -0,0 +1,7 @@ +Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase +========================================================= + +.. automodule:: Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.rst b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.rst new file mode 100644 index 0000000..8435dc6 --- /dev/null +++ b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_LO_sig_phase.rst @@ -0,0 +1,7 @@ +Process_Multiple_Acquisitions_From_Directory_LO_sig_phase +========================================================= + +.. automodule:: Process_Multiple_Acquisitions_From_Directory_LO_sig_phase + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_Multiple_Acquisitions_From_Directory_Sig.rst b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_Sig.rst new file mode 100644 index 0000000..49afbe7 --- /dev/null +++ b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_Sig.rst @@ -0,0 +1,7 @@ +Process_Multiple_Acquisitions_From_Directory_Sig +================================================ + +.. automodule:: Process_Multiple_Acquisitions_From_Directory_Sig + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_Multiple_Acquisitions_From_Directory_loopbacks.rst b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_loopbacks.rst new file mode 100644 index 0000000..81a6dc5 --- /dev/null +++ b/sdocs/source/Process_Multiple_Acquisitions_From_Directory_loopbacks.rst @@ -0,0 +1,7 @@ +Process_Multiple_Acquisitions_From_Directory_loopbacks +====================================================== + +.. automodule:: Process_Multiple_Acquisitions_From_Directory_loopbacks + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_One_3_state_acquisition.rst b/sdocs/source/Process_One_3_state_acquisition.rst new file mode 100644 index 0000000..27590df --- /dev/null +++ b/sdocs/source/Process_One_3_state_acquisition.rst @@ -0,0 +1,7 @@ +Process_One_3_state_acquisition +=============================== + +.. automodule:: Process_One_3_state_acquisition + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_One_Acquisition_From_File.rst b/sdocs/source/Process_One_Acquisition_From_File.rst new file mode 100644 index 0000000..be8342b --- /dev/null +++ b/sdocs/source/Process_One_Acquisition_From_File.rst @@ -0,0 +1,7 @@ +Process_One_Acquisition_From_File +================================= + +.. automodule:: Process_One_Acquisition_From_File + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_One_Acquisition_From_File_!.rst b/sdocs/source/Process_One_Acquisition_From_File_!.rst new file mode 100644 index 0000000..9464bed --- /dev/null +++ b/sdocs/source/Process_One_Acquisition_From_File_!.rst @@ -0,0 +1,7 @@ +Process_One_Acquisition_From_File_! +=================================== + +.. automodule:: Process_One_Acquisition_From_File_! + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_One_Acquisition_From_File_1.rst b/sdocs/source/Process_One_Acquisition_From_File_1.rst new file mode 100644 index 0000000..c122b40 --- /dev/null +++ b/sdocs/source/Process_One_Acquisition_From_File_1.rst @@ -0,0 +1,7 @@ +Process_One_Acquisition_From_File_1 +=================================== + +.. automodule:: Process_One_Acquisition_From_File_1 + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_One_Acquisition_From_File_with_weights.rst b/sdocs/source/Process_One_Acquisition_From_File_with_weights.rst new file mode 100644 index 0000000..6e43a7a --- /dev/null +++ b/sdocs/source/Process_One_Acquisition_From_File_with_weights.rst @@ -0,0 +1,7 @@ +Process_One_Acquisition_From_File_with_weights +============================================== + +.. automodule:: Process_One_Acquisition_From_File_with_weights + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_fitted_power_sweep.rst b/sdocs/source/Process_fitted_power_sweep.rst new file mode 100644 index 0000000..78e7507 --- /dev/null +++ b/sdocs/source/Process_fitted_power_sweep.rst @@ -0,0 +1,7 @@ +Process_fitted_power_sweep +========================== + +.. automodule:: Process_fitted_power_sweep + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Process_fitted_sweeps.rst b/sdocs/source/Process_fitted_sweeps.rst new file mode 100644 index 0000000..8485311 --- /dev/null +++ b/sdocs/source/Process_fitted_sweeps.rst @@ -0,0 +1,7 @@ +Process_fitted_sweeps +===================== + +.. automodule:: Process_fitted_sweeps + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Pulse_Processing.rst b/sdocs/source/Pulse_Processing.rst new file mode 100644 index 0000000..3a12c69 --- /dev/null +++ b/sdocs/source/Pulse_Processing.rst @@ -0,0 +1,7 @@ +Pulse_Processing +================ + +.. automodule:: Pulse_Processing + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Pulse_Processing_Utils.rst b/sdocs/source/Pulse_Processing_Utils.rst new file mode 100644 index 0000000..04500c0 --- /dev/null +++ b/sdocs/source/Pulse_Processing_Utils.rst @@ -0,0 +1,7 @@ +Pulse_Processing_utils +====================== + +.. automodule:: Pulse_Processing_utils + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/QFit.rst b/sdocs/source/QFit.rst new file mode 100644 index 0000000..e2c768f --- /dev/null +++ b/sdocs/source/QFit.rst @@ -0,0 +1,7 @@ +QFit +==== + +.. automodule:: QFit + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Q_vs_temp_vs_power.rst b/sdocs/source/Q_vs_temp_vs_power.rst new file mode 100644 index 0000000..053c434 --- /dev/null +++ b/sdocs/source/Q_vs_temp_vs_power.rst @@ -0,0 +1,7 @@ +Q_vs_temp_vs_power +================== + +.. automodule:: Q_vs_temp_vs_power + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/Resonator_Autofit_1D.rst b/sdocs/source/Resonator_Autofit_1D.rst new file mode 100644 index 0000000..47c444f --- /dev/null +++ b/sdocs/source/Resonator_Autofit_1D.rst @@ -0,0 +1,7 @@ +Resonator_Autofit_1D +==================== + +.. automodule:: Resonator_Autofit_1D + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/TACO_multiplot_b1.rst b/sdocs/source/TACO_multiplot_b1.rst new file mode 100644 index 0000000..4a6d601 --- /dev/null +++ b/sdocs/source/TACO_multiplot_b1.rst @@ -0,0 +1,7 @@ +TACO_multiplot_b1 +================= + +.. automodule:: TACO_multiplot_b1 + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/TACO_utility_functions.rst b/sdocs/source/TACO_utility_functions.rst new file mode 100644 index 0000000..4f0fc68 --- /dev/null +++ b/sdocs/source/TACO_utility_functions.rst @@ -0,0 +1,7 @@ +TACO_utility_functions +====================== + +.. automodule:: TACO_utility_functions + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/amplifier_g3.rst b/sdocs/source/amplifier_g3.rst new file mode 100644 index 0000000..659b15e --- /dev/null +++ b/sdocs/source/amplifier_g3.rst @@ -0,0 +1,7 @@ +amplifier_g3 +============ + +.. automodule:: amplifier_g3 + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/coefficient_solver.rst b/sdocs/source/coefficient_solver.rst new file mode 100644 index 0000000..018dd67 --- /dev/null +++ b/sdocs/source/coefficient_solver.rst @@ -0,0 +1,7 @@ +coefficient_solver +================== + +.. automodule:: coefficient_solver + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/conf.py b/sdocs/source/conf.py new file mode 100644 index 0000000..8f73ffa --- /dev/null +++ b/sdocs/source/conf.py @@ -0,0 +1,72 @@ +# Configuration file for the Sphinx documentation builder. +# +# This file only contains a selection of the most common options. For a full +# list see the documentation: +# https://www.sphinx-doc.org/en/master/usage/configuration.html + +# -- Path setup -------------------------------------------------------------- + +# If extensions (or modules to document with autodoc) are in another directory, +# add these directories to sys.path here. If the directory is relative to the +# documentation root, use os.path.abspath to make it absolute, like shown here. +# +import os +import sys +sys.path.insert(0, os.path.abspath('..\\..\\data_processing')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\AWG_and_Alazar')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\ddh5_Plotting')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\fabrication')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\fitting')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\models')) +sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\signal_processing')) + +# -- Project information ----------------------------------------------------- + +project = 'Hatlab Data Processing' +copyright = '2021, Boris Mesits' +author = 'Boris Mesits' + +# The full version, including alpha/beta/rc tags +release = '0.1' + + +# -- General configuration --------------------------------------------------- + +# Add any Sphinx extension module names here, as strings. They can be +# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom +# ones. +extensions = ['sphinx.ext.autodoc', + 'sphinx.ext.doctest', + 'sphinx.ext.intersphinx', + 'sphinx.ext.todo', + 'sphinx.ext.coverage', + 'sphinx.ext.mathjax', + 'sphinx.ext.ifconfig', + 'sphinx.ext.viewcode', + 'sphinx.ext.githubpages', + 'sphinx.ext.napoleon'] + +# Add any paths that contain templates here, relative to this directory. +templates_path = ['_templates'] + +# List of patterns, relative to source directory, that match files and +# directories to ignore when looking for source files. +# This pattern also affects html_static_path and html_extra_path. +exclude_patterns = [] + + +# -- Options for HTML output ------------------------------------------------- + +# The theme to use for HTML and HTML Help pages. See the documentation for +# a list of builtin themes. +# +html_theme = 'classic' + +html_theme_options = { + "bgcolor": "azure", +} + +# Add any paths that contain custom static files (such as style sheets) here, +# relative to this directory. They are copied after the builtin static files, +# so a file named "default.css" will overwrite the builtin "default.css". +html_static_path = ['_static'] \ No newline at end of file diff --git a/sdocs/source/ddH5_Duff_Plotting.rst b/sdocs/source/ddH5_Duff_Plotting.rst new file mode 100644 index 0000000..17f2290 --- /dev/null +++ b/sdocs/source/ddH5_Duff_Plotting.rst @@ -0,0 +1,7 @@ +ddH5_Duff_Plotting +================== + +.. automodule:: ddH5_Duff_Plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/ddH5_Fluxsweep_Plotting.rst b/sdocs/source/ddH5_Fluxsweep_Plotting.rst new file mode 100644 index 0000000..b7eba7b --- /dev/null +++ b/sdocs/source/ddH5_Fluxsweep_Plotting.rst @@ -0,0 +1,7 @@ +ddH5_Fluxsweep_Plotting +======================= + +.. automodule:: ddH5_Fluxsweep_Plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/ddH5_Taco_Plotting.rst b/sdocs/source/ddH5_Taco_Plotting.rst new file mode 100644 index 0000000..4bb45c4 --- /dev/null +++ b/sdocs/source/ddH5_Taco_Plotting.rst @@ -0,0 +1,7 @@ +ddH5_Taco_Plotting +================== + +.. automodule:: ddH5_Taco_Plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/ddh5_autoplotting.rst b/sdocs/source/ddh5_autoplotting.rst new file mode 100644 index 0000000..7faf4cb --- /dev/null +++ b/sdocs/source/ddh5_autoplotting.rst @@ -0,0 +1,7 @@ +ddh5_autoplotting +================= + +.. automodule:: ddh5_autoplotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/ddh5_freq_sweep_plotting.rst b/sdocs/source/ddh5_freq_sweep_plotting.rst new file mode 100644 index 0000000..0d857ce --- /dev/null +++ b/sdocs/source/ddh5_freq_sweep_plotting.rst @@ -0,0 +1,7 @@ +ddh5_freq_sweep_plotting +======================== + +.. automodule:: ddh5_freq_sweep_plotting + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/ddh5_to_csv.rst b/sdocs/source/ddh5_to_csv.rst new file mode 100644 index 0000000..5b485d5 --- /dev/null +++ b/sdocs/source/ddh5_to_csv.rst @@ -0,0 +1,7 @@ +ddh5_to_csv +=========== + +.. automodule:: ddh5_to_csv + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/fridgePlot.rst b/sdocs/source/fridgePlot.rst new file mode 100644 index 0000000..3bce3ff --- /dev/null +++ b/sdocs/source/fridgePlot.rst @@ -0,0 +1,7 @@ +fridgePlot +========== + +.. automodule:: fridgePlot + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/gain_trace.rst b/sdocs/source/gain_trace.rst new file mode 100644 index 0000000..74b18ad --- /dev/null +++ b/sdocs/source/gain_trace.rst @@ -0,0 +1,7 @@ +gain_trace +========== + +.. automodule:: gain_trace + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/index.rst b/sdocs/source/index.rst new file mode 100644 index 0000000..429c201 --- /dev/null +++ b/sdocs/source/index.rst @@ -0,0 +1,159 @@ +.. Hatlab Data Processing documentation master file, created by + sphinx-quickstart on Oct 5 2021. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Welcome to Hatlab Data Processing's documentation! +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. toctree:: + :maxdepth: 1 + + Helper_Functions + +############## +AWG_and_Alazar +############## + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + Fidelity_from_filepath + phase_correction_proof_of_concept + Process_fitted_power_sweep + Process_fitted_sweeps + Process_Multiple_Acquisitions_From_Directory + Process_Multiple_Acquisitions_From_Directory_loopbacks + Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase + Process_Multiple_Acquisitions_From_Directory_LO_sig_phase + Process_Multiple_Acquisitions_From_Directory_Sig + Process_One_3_state_acquisition + Process_One_Acquisition_From_File + Process_One_Acquisition_From_File_! + Process_One_Acquisition_From_File_1 + Process_One_Acquisition_From_File_with_weights + Pulse_Processing_Utils + +***************** +to_Saeed_20210625 +***************** + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + Process_Multiple_Acquisitions_From_Directory + Pulse_Processing_utils + +############# +ddh5_Plotting +############# + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + ddh5_autoplotting + ddH5_Duff_Plotting + ddH5_Fluxsweep_Plotting + ddh5_freq_sweep_plotting + ddH5_Taco_Plotting + ddh5_to_csv + fridgePlot + gain_trace + General_reader + process_pump_scanning + TACO_multiplot_b1 + +******************* +Spectrum_Processing +******************* + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + IIP3_plotting + Mixer_calibration_plotting + +*************** +utility_modules +*************** + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + FS_utility_functions + multiplot + old_file_converter + TACO_utility_functions + +########### +fabrication +########### + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + processDosetestInfo + +####### +fitting +####### + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + 4th_Order_Fitter + amplifier_g3 + Bifurcation fitter + Gain vs Pump Power fitter + QFit + Q_vs_temp_vs_power + Resonator_Autofit_1D + +###### +models +###### + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + coefficient_solver + snailamp + squidamp + +************************ +SNAIL_supporting_modules +************************ + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + Participation_and_Alpha_Fitter + +################# +signal_processing +################# + +.. toctree:: + :maxdepth: 5 + :caption: Contents: + + Pulse_Processing + Pulse_Processing_utils +^^^^^^^^^^^^^^^^^^ +Indices and tables +^^^^^^^^^^^^^^^^^^ + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` + \ No newline at end of file diff --git a/sdocs/source/multiplot.rst b/sdocs/source/multiplot.rst new file mode 100644 index 0000000..bff8da9 --- /dev/null +++ b/sdocs/source/multiplot.rst @@ -0,0 +1,7 @@ +multiplot +========= + +.. automodule:: multiplot + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/old_file_converter.rst b/sdocs/source/old_file_converter.rst new file mode 100644 index 0000000..afeb1cb --- /dev/null +++ b/sdocs/source/old_file_converter.rst @@ -0,0 +1,7 @@ +old_file_converter +================== + +.. automodule:: old_file_converter + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/phase_correction_proof_of_concept.rst b/sdocs/source/phase_correction_proof_of_concept.rst new file mode 100644 index 0000000..acc82c6 --- /dev/null +++ b/sdocs/source/phase_correction_proof_of_concept.rst @@ -0,0 +1,7 @@ +phase_correction_proof_of_concept +================================= + +.. automodule:: phase_correction_proof_of_concept + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/processDosetestInfo.rst b/sdocs/source/processDosetestInfo.rst new file mode 100644 index 0000000..baa7909 --- /dev/null +++ b/sdocs/source/processDosetestInfo.rst @@ -0,0 +1,7 @@ +processDosetestInfo +=================== + +.. automodule:: processDosetestInfo + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/process_pump_scanning.rst b/sdocs/source/process_pump_scanning.rst new file mode 100644 index 0000000..21efe19 --- /dev/null +++ b/sdocs/source/process_pump_scanning.rst @@ -0,0 +1,7 @@ +process_pump_scanning +===================== + +.. automodule:: process_pump_scanning + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/snailamp.rst b/sdocs/source/snailamp.rst new file mode 100644 index 0000000..2c21709 --- /dev/null +++ b/sdocs/source/snailamp.rst @@ -0,0 +1,7 @@ +snailamp +======== + +.. automodule:: snailamp + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/source/squidamp.rst b/sdocs/source/squidamp.rst new file mode 100644 index 0000000..cec7468 --- /dev/null +++ b/sdocs/source/squidamp.rst @@ -0,0 +1,7 @@ +squidamp +======== + +.. automodule:: squidamp + :members: + :undoc-members: + :show-inheritance: \ No newline at end of file diff --git a/sdocs/write_docs.py b/sdocs/write_docs.py new file mode 100644 index 0000000..2163122 --- /dev/null +++ b/sdocs/write_docs.py @@ -0,0 +1,154 @@ +from os import walk +import os +from subprocess import check_output + + +def delete_rst(rst_path): + + for (dirpath, dirnames, filenames) in walk(rst_path): + + for filename in filenames: + + if (filename != 'conf.py'): + + os.remove(rst_path + filename) + + +def write_rst(filename,indexrst,rst_path,dirpath): + + if filename[-3:] == '.py': + + if filename != '__init__.py': + + filename = filename[:-3] + + + f = open(rst_path + filename + '.rst', "w",encoding='utf8') + f.write(filename) + f.write(' \n' + '='*len(filename) + '\n\n.. automodule:: ') + f.write(filename) + f.write('''\n :members:\n :undoc-members:\n :show-inheritance:''') + indexrst.write(' ' + filename + '\n') + +def write_rst_dir(dirname,indexrst,depth): + + if dirname != '__pycache__' and dirname != '.ipynb_checkpoints': + + indexrst.write('\n') + + if (depth == 0): + indexrst.write('#'*len(dirname) + '\n') + + if (depth == 1): + indexrst.write('*'*len(dirname) + '\n') + + if (depth == 2): + indexrst.write('='*len(dirname) + '\n') + + if (depth == 3): + indexrst.write('-'*len(dirname) + '\n') + + if (depth >= 4): + indexrst.write('^'*len(dirname) + '\n') + + indexrst.write(dirname + '\n') + + + if (depth == 0): + indexrst.write('#'*len(dirname) + '\n\n') + + if (depth == 1): + indexrst.write('*'*len(dirname) + '\n\n') + + if (depth == 2): + indexrst.write('='*len(dirname) + '\n\n') + + if (depth == 3): + indexrst.write('-'*len(dirname) + '\n\n') + + if (depth >= 4): + indexrst.write('^'*len(dirname) + '\n\n') + + indexrst.write('''.. toctree:: + :maxdepth: 5 + :caption: Contents:\n\n''') + +def begin_indexrst(rst_path): + + indexrst = open(rst_path + 'index.rst', "w", encoding='utf8') + + indexrst.write(r'''.. Hatlab Data Processing documentation master file, created by + sphinx-quickstart on Oct 5 2021. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Welcome to Hatlab Data Processing's documentation! +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. toctree:: + :maxdepth: 1''') + indexrst.write('\n') + indexrst.write('\n') + return indexrst + +def finish_indexrst(indexrst): + + indexrst.write('''^^^^^^^^^^^^^^^^^^ +Indices and tables +^^^^^^^^^^^^^^^^^^ + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` + ''') + + indexrst.close() + +def recursive_walk(code_path,rst_path,indexrst,depth): + + + for (dirpath, dirnames, filenames) in walk(code_path): + + + for filename in filenames: + + if (dirpath[-1] == '/'): + + write_rst(filename,indexrst,rst_path,dirpath+' '+str(depth)) + + if (len(dirnames) > 0): + + for dirname in dirnames: + + if (dirpath[-1] == '/'): + + write_rst_dir(dirname,indexrst,depth) + + recursive_walk(code_path+dirname+'/',rst_path,indexrst,depth+1) + + +if __name__ == '__main__': + + rst_path = r'C:/Users/datataker2/Documents/GitHub/data_processing/sdocs/source/' + code_path = r'C:/Users/datataker2/Documents/GitHub/data_processing/data_processing/' + sdocs_path = 'C:\\Users\\datataker2\\Documents\\GitHub\\data_processing\\sdocs\\' + + files = [] + dirs = [] + + delete_rst(rst_path) + + depth = 0 + + indexrst = begin_indexrst(rst_path) + try: + recursive_walk(code_path,rst_path,indexrst,depth) + finish_indexrst(indexrst) + except: + indexrst.close() + + check_output('dir ' + sdocs_path, shell=True) + print('Writing .rst files...') + print(check_output('make clean ' + sdocs_path, shell=True)) + print(check_output('make html ' + sdocs_path, shell=True)) \ No newline at end of file From d2c489a41a61b9b97eb91d228a389b47a07e80b1 Mon Sep 17 00:00:00 2001 From: borismesits <31737797+borismesits@users.noreply.github.com> Date: Wed, 6 Oct 2021 18:51:16 -0400 Subject: [PATCH 2/4] testing linking --- .../Process_One_3_state_acquisition.py | 120 ++++---- data_processing/fitting/QFit.py | 5 + .../doctrees/FS_utility_functions.doctree | Bin 2400 -> 22421 bytes .../Participation_and_Alpha_Fitter.doctree | Bin 2450 -> 9977 bytes .../Process_One_3_state_acquisition.doctree | Bin 2455 -> 5268 bytes sdocs/build/doctrees/QFit.doctree | Bin 20257 -> 20579 bytes .../doctrees/TACO_utility_functions.doctree | Bin 2410 -> 21572 bytes sdocs/build/doctrees/environment.pickle | Bin 251432 -> 290766 bytes sdocs/build/html/FS_utility_functions.html | 30 +- .../html/Participation_and_Alpha_Fitter.html | 21 +- .../html/Process_One_3_state_acquisition.html | 11 +- sdocs/build/html/QFit.html | 1 + sdocs/build/html/TACO_utility_functions.html | 31 +- .../html/_modules/FS_utility_functions.html | 289 ++++++++++++++++++ .../Participation_and_Alpha_Fitter.html | 192 ++++++++++++ .../Process_One_3_state_acquisition.html | 179 +++++++++++ sdocs/build/html/_modules/QFit.html | 7 +- .../html/_modules/TACO_utility_functions.html | 271 ++++++++++++++++ sdocs/build/html/_modules/index.html | 6 +- sdocs/build/html/genindex.html | 70 ++++- sdocs/build/html/objects.inv | Bin 2181 -> 2337 bytes sdocs/build/html/py-modindex.html | 24 ++ sdocs/build/html/searchindex.js | 2 +- sdocs/source/conf.py | 13 +- 24 files changed, 1194 insertions(+), 78 deletions(-) create mode 100644 sdocs/build/html/_modules/FS_utility_functions.html create mode 100644 sdocs/build/html/_modules/Participation_and_Alpha_Fitter.html create mode 100644 sdocs/build/html/_modules/Process_One_3_state_acquisition.html create mode 100644 sdocs/build/html/_modules/TACO_utility_functions.html diff --git a/data_processing/AWG_and_Alazar/Process_One_3_state_acquisition.py b/data_processing/AWG_and_Alazar/Process_One_3_state_acquisition.py index 4a95e34..246d44e 100644 --- a/data_processing/AWG_and_Alazar/Process_One_3_state_acquisition.py +++ b/data_processing/AWG_and_Alazar/Process_One_3_state_acquisition.py @@ -34,62 +34,64 @@ def find_all_ddh5(cwd): #%%sample one file to check things -IQ_offset = np.array((0,0)) -# records_per_pulsetype = 3870 -cf = 6171427180.18 -# amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/Pump_power_sweeps/1/2021-06-30/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094.ddh5' -# amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/signal_power_sweeps/1_initial_guess/2021-07-06/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_.ddh5' - -# filepath = r'G:/My Drive/shared/Amplifier_Response_Data/Data/Pump_pwr_detuning_sweeps/2021-07-07/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_.ddh5' - -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__.ddh5' -filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__.ddh5' - -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__.ddh5' -# filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__.ddh5' - -#loopback for sat_discriminator -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\loopbacks\2021-09-30\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__.ddh5' -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__.ddh5' - -#in order of increasing power -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__.ddh5' -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__.ddh5' -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__.ddh5' -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__.ddh5' - -#longer time: -# filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__.ddh5' -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__.ddh5' - -#SWEEPING power -#0.55V -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_.ddh5' - -#0.6V -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_.ddh5' - -#0.95V -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_.ddh5' - -#1.1V -filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_.ddh5' - -#WTF Trigger? - -import easygui -filepath = easygui.fileopenbox(default = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\*') - -# PU.get_normalizing_voltage_from_filepath(amp_off_filepath, plot = False, hist_scale = 0.01, records_per_pulsetype = 3870*2) -# IQ_offset = PU.get_IQ_offset_from_filepath(filepath, plot = False, hist_scale = 0.002, records_per_pulsetype = 3840*2) -# PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 2562, state_relabel = 0, bin_start = 50, bin_stop = 400) -PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 7686//3, state_relabel = 0, bin_start = 50, bin_stop = 400) -IQ_offset = (0,0) +if __name__ == 'main': + + IQ_offset = np.array((0,0)) + # records_per_pulsetype = 3870 + cf = 6171427180.18 + # amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/Pump_power_sweeps/1/2021-06-30/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094.ddh5' + # amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/signal_power_sweeps/1_initial_guess/2021-07-06/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_.ddh5' + + # filepath = r'G:/My Drive/shared/Amplifier_Response_Data/Data/Pump_pwr_detuning_sweeps/2021-07-07/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_.ddh5' + + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__.ddh5' + filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__.ddh5' + + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__.ddh5' + # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__.ddh5' + + #loopback for sat_discriminator + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\loopbacks\2021-09-30\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__.ddh5' + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__.ddh5' + + #in order of increasing power + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__.ddh5' + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__.ddh5' + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__.ddh5' + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__.ddh5' + + #longer time: + # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__.ddh5' + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__.ddh5' + + #SWEEPING power + #0.55V + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_.ddh5' + + #0.6V + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_.ddh5' + + #0.95V + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_.ddh5' + + #1.1V + filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_.ddh5' + + #WTF Trigger? + + import easygui + filepath = easygui.fileopenbox(default = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\*') + + # PU.get_normalizing_voltage_from_filepath(amp_off_filepath, plot = False, hist_scale = 0.01, records_per_pulsetype = 3870*2) + # IQ_offset = PU.get_IQ_offset_from_filepath(filepath, plot = False, hist_scale = 0.002, records_per_pulsetype = 3840*2) + # PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 2562, state_relabel = 0, bin_start = 50, bin_stop = 400) + PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 7686//3, state_relabel = 0, bin_start = 50, bin_stop = 400) + IQ_offset = (0,0) diff --git a/data_processing/fitting/QFit.py b/data_processing/fitting/QFit.py index a0300a4..5c90bc9 100644 --- a/data_processing/fitting/QFit.py +++ b/data_processing/fitting/QFit.py @@ -1,3 +1,8 @@ +''' +Fits VNA trace. Determine over/under coupling regimes. +''' + + import numpy as np import matplotlib.pyplot as plt import csv diff --git a/sdocs/build/doctrees/FS_utility_functions.doctree b/sdocs/build/doctrees/FS_utility_functions.doctree index f8510b465bc749e56ec10fbe56487e4e19ad290b..0d50b8d867484fa6c8cea7b40acca4e4f205dd59 100644 GIT binary patch literal 22421 zcmds9TWlQHc@`;h$>miSi)~HGrPCOuV3DF!IZafvXr01tD~FcrI7Lz>qv7r>XGXI# z>zx^r3eq$&Aizq`LlaNZpl|{NeQMAKaDpUAUJ3+7TGS}|)=M5zG!K4g9tyOnizH3k z??0E>IkUS*+@S?jkw9|h-2Th=pY#87&dmR@$xnaccaHIYY%%V*UU;x>H=AM9bmELn zH={<{cETikB|HD|?Dw)&R`1&Tag=r&PR5R*MZ@)iX4eU`4`ytEnkQZmugm^ZvC~Mr zD9pRNlWxtO`e3%|*4bp@C4p0@Vh=p^yhZ)J$Ip%%BB)~m#Q*%(Oq`u+_Ua+_Z<7cyRUA)5Ify?yJ;u* zf79t+-u`u|*LeGBFZqphhu2x1Zq#t%*b8^JW3U}>3wE~$sb#$zL%@fwji)>AF*fOi zP3NGXOQB}>=OK{$F!c8e_<00BkK*S%2?zajJucEJo9NhHH)ChpQ8NvkUtSqRFJsH1 zdTn5>TiZ%9J9Qs(*9x+Kv6Aehr=l*JP4{u@dJrWEX+{}{;3gidoX)MQq(F!m?yf|w zffB8^yu@k+=|Q~jI33dE7<9QV>|7b@AvIVd&|u7LO&fG&mD|vY7Y^j$e8%23NSkHO 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Navigation

-
-

FS_utility_functions

+
+

FS_utility_functions

+
+
+class FS_utility_functions.fit_fluxsweep(Flux_filepath, save_filepath, name)[source]
+

Bases: object

+
+
+default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)[source]
+
+ +
+
+initial_fit(f0Guess, QextGuess=50, QintGuess=300, magBackGuess=0.0001, bounds=None, smooth=False, smooth_win=11, phaseOffGuess=0, debug=False, adaptive_window=False, adapt_win_size=300000000.0, start_current_index=0)[source]
+
+ +
+
+save_fit(current, base_popt, base_pconv)[source]
+
+ +
+
+semiauto_fit(bias_currents, vna_freqs, vna_mags, vna_phases, popt, debug=False, savedata=False, smooth=False, smooth_win=11, adaptive_window=False, adapt_win_size=300000000.0, fourier_filter=False, fourier_cutoff=40, pconv_tol=2)[source]
+
+ +
+
diff --git a/sdocs/build/html/Participation_and_Alpha_Fitter.html b/sdocs/build/html/Participation_and_Alpha_Fitter.html index ad8e65e..5538f86 100644 --- a/sdocs/build/html/Participation_and_Alpha_Fitter.html +++ b/sdocs/build/html/Participation_and_Alpha_Fitter.html @@ -45,8 +45,25 @@

Navigation

-
-

Participation_and_Alpha_Fitter

+
+

Participation_and_Alpha_Fitter

+

Spyder Editor

+

This is a temporary script file.

+
+
+Participation_and_Alpha_Fitter.convert_to_2D(filt_arr, to_be_2d)[source]
+
+ +
+
+Participation_and_Alpha_Fitter.get_fs_data(path)[source]
+
+ +
+
+Participation_and_Alpha_Fitter.slider_fit(fs_filepath, fit_filepath, quanta_start, quanta_size, p_arr, alpha_arr, start_freq=7000000000.0)[source]
+
+
diff --git a/sdocs/build/html/Process_One_3_state_acquisition.html b/sdocs/build/html/Process_One_3_state_acquisition.html index 8e4360f..b2a22f6 100644 --- a/sdocs/build/html/Process_One_3_state_acquisition.html +++ b/sdocs/build/html/Process_One_3_state_acquisition.html @@ -45,8 +45,15 @@

Navigation

-
-

Process_One_3_state_acquisition

+
+

Process_One_3_state_acquisition

+

Created on Thu Apr 29 14:18:59 2021

+

@author: Ryan Kaufman - Hatlab

+
+
+Process_One_3_state_acquisition.find_all_ddh5(cwd)[source]
+
+
diff --git a/sdocs/build/html/QFit.html b/sdocs/build/html/QFit.html index da5e01d..74c851b 100644 --- a/sdocs/build/html/QFit.html +++ b/sdocs/build/html/QFit.html @@ -47,6 +47,7 @@

Navigation

QFit

+

Fits VNA trace. Determine over/under coupling regimes.

QFit.fit(freq, real, imag, mag, phase, Qguess=(20000.0, 100000.0), real_only=0, bounds=None, f0Guess=None, magBackGuess=None, phaseGuess=3.141592653589793, debug=False)[source]
diff --git a/sdocs/build/html/TACO_utility_functions.html b/sdocs/build/html/TACO_utility_functions.html index 52a02f3..75510ee 100644 --- a/sdocs/build/html/TACO_utility_functions.html +++ b/sdocs/build/html/TACO_utility_functions.html @@ -45,8 +45,35 @@

Navigation

-
-

TACO_utility_functions

+
+

TACO_utility_functions

+

Created on Fri Feb 19 14:27:01 2021

+

@author: Hatlab_3

+
+
+TACO_utility_functions.make_gain_profiles(filepath, replace_nan=False, vmin=15, vmax=25, angles=[45, 45])[source]
+
+ +
+
+TACO_utility_functions.make_gain_surface(filepath, replace_nan=False, vmin=15, vmax=25, angles=[45, 45])[source]
+
+ +
+
+TACO_utility_functions.make_sat_img_plot(sat_bias_current, sat_gen_freq, sat_vna_powers, sat_gain, levels=[- 2, - 1.5, - 1, - 0.25, 0.25, 1, 1.5, 2], norm_power=- 40, x_val=None, filter_window=0, vmin=- 1, vmax=1)[source]
+
+ +
+
+TACO_utility_functions.make_tacos(bias_current, gen_frequency, gen_power, calculated_gain, replace_nan=False, vmin=15, vmax=25, fancy=False)[source]
+
+ +
+
+TACO_utility_functions.superTACO_Lines(filepaths, angles=[45, 45], quanta_size=None, quant_offset=None)[source]
+
+
diff --git a/sdocs/build/html/_modules/FS_utility_functions.html b/sdocs/build/html/_modules/FS_utility_functions.html new file mode 100644 index 0000000..0bc30d9 --- /dev/null +++ b/sdocs/build/html/_modules/FS_utility_functions.html @@ -0,0 +1,289 @@ + + + + + + + + FS_utility_functions — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for FS_utility_functions

+# import easygui
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import matplotlib.pyplot as plt
+import numpy as np
+from data_processing.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target
+from data_processing.fitting.QFit import fit, plotRes, reflectionFunc
+import inspect
+from plottr.data import datadict_storage as dds, datadict as dd
+from scipy.signal import savgol_filter
+from scipy.fftpack import dct, idct
+
+
[docs]class fit_fluxsweep():
+    def __init__(self, Flux_filepath, save_filepath, name):
+        #setup files
+        self.name = name
+        self.datadict = dd.DataDict(
+            current = dict(unit='A'),
+            
+            base_resonant_frequency = dict(axes = ['current']),
+            base_Qint = dict(axes = ['current']),
+            base_Qext = dict(axes = ['current']),
+            
+            base_resonant_frequency_error = dict(axes = ['current']),
+            base_Qint_error = dict(axes = ['current']),
+            base_Qext_error = dict(axes = ['current']),
+        )
+        self.datadir = save_filepath
+        self.writer = dds.DDH5Writer(self.datadir, self.datadict, name=self.name)
+        self.writer.__enter__()
+        
+        #Duffing/FS Data Extraction
+        duff_dicts = all_datadicts_from_hdf5(Flux_filepath)
+        duffDict = duff_dicts['data']
+        uvphDict = duffDict.extract('phase')
+        uvpoDict = duffDict.extract('power')
+
+        
+        #get the arrays back out
+        self.undriven_vna_phase = uvphDict.data_vals('phase')
+        self.undriven_vna_power = uvpoDict.data_vals('power')
+
+        self.vna_freqs = uvphDict.data_vals('frequency')*2*np.pi
+        self.currents = uvphDict.data_vals('current')
+        
+
[docs]    def default_bounds(self, QextGuess, QintGuess, f0Guess, magBackGuess):
+        return ([QextGuess / 1.5, QintGuess / 1.5, f0Guess/2, magBackGuess / 5.0, -2 * np.pi],
+                [QextGuess * 1.5, QintGuess +200, f0Guess*1.5, magBackGuess * 5.0, 2 * np.pi])

+    
+
[docs]    def initial_fit(self, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0.0001, bounds = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = False, adaptive_window = False, adapt_win_size = 300e6, start_current_index = 0):
+        f0Guess = f0Guess*2*np.pi
+        if bounds == None: 
+            bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            
+        filt = (self.currents == np.unique(self.currents)[start_current_index])
+
+        if adaptive_window: 
+            filt1 = self.vna_freqs < f0Guess + adapt_win_size*2*np.pi/2
+            filt2 = self.vna_freqs > f0Guess - adapt_win_size*2*np.pi/2
+            filt = filt*filt1*filt2
+
+        init_vna_freqs = np.unique(self.vna_freqs[filt])
+        init_phase_trace = self.undriven_vna_phase[filt]
+        init_pow_trace = self.undriven_vna_power[filt]
+        
+        if debug: 
+            plt.figure(1)
+            plt.plot(init_vna_freqs/(2*np.pi), init_phase_trace)
+            plt.title("Debug1: phase")
+            plt.figure(2)
+            plt.plot(init_vna_freqs/(2*np.pi), init_pow_trace)
+            plt.title("Debug1: power")
+            
+        if smooth: 
+            init_phase_trace = savgol_filter(init_phase_trace, smooth_win, 3)
+            init_pow_trace = savgol_filter(init_pow_trace, smooth_win, 3)
+            
+        lin = 10**(init_pow_trace/20)
+        
+        imag = lin * np.sin(init_phase_trace)
+        real = lin * np.cos(init_phase_trace)
+
+        popt, pconv = fit(init_vna_freqs, real, imag, init_pow_trace, init_phase_trace, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess, phaseGuess = phaseOffGuess)
+        
+        print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+        fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+        for i in range(2):
+            print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+        Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+        print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+        
+        self.initial_popt = popt
+        self.initial_pconv = pconv
+        
+        plotRes(init_vna_freqs, real, imag, init_pow_trace, init_phase_trace, popt)

+        
+
[docs]    def save_fit(self, current, base_popt, base_pconv): 
+        self.writer.add_data(
+            current = current, 
+            
+            base_resonant_frequency = base_popt[2]/(2*np.pi), 
+            base_Qint = base_popt[1], 
+            base_Qext = base_popt[0], 
+            
+            base_resonant_frequency_error = np.sqrt(base_pconv[2, 2])/(2*np.pi), 
+            base_Qint_error = np.sqrt(base_pconv[1, 1]), 
+            base_Qext_error = np.sqrt(base_pconv[0, 0]), 
+            )

+
[docs]    def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, debug = False, savedata = False, smooth = False, smooth_win = 11, adaptive_window = False, adapt_win_size = 300e6, fourier_filter = False, fourier_cutoff = 40, pconv_tol = 2):
+        res_freqs = np.zeros(np.size(np.unique(bias_currents)))
+        Qints = np.zeros(np.size(np.unique(bias_currents)))
+        Qexts = np.zeros(np.size(np.unique(bias_currents)))
+        magBacks = np.zeros(np.size(np.unique(bias_currents)))
+        
+        init_f0 = popt[2]
+        init_Qint = popt[1]
+        init_Qext = popt[0]
+        init_magBack = popt[3]
+        for i, current in enumerate(np.unique(bias_currents)): 
+            first_condn = bias_currents == current
+            [first_trace_freqs, first_trace_phase, first_trace_mag] = [vna_freqs[first_condn]*2*np.pi, vna_phases[first_condn], 10**(vna_mags[first_condn]/20)]
+            if smooth: 
+                first_trace_phase = savgol_filter(first_trace_phase, smooth_win, 3)
+                first_trace_mag = savgol_filter(first_trace_mag, smooth_win, 3)
+                
+            imag = first_trace_mag * np.sin(first_trace_phase)
+            real = first_trace_mag * np.cos(first_trace_phase)
+            if fourier_filter == True: 
+                if debug: 
+                    plt.figure(3)
+                    plt.plot(first_trace_freqs, real)
+                    plt.plot(first_trace_freqs, imag)
+                    plt.title('before filter')
+                imag = idct(dct(imag)[fourier_cutoff:])    
+                real = idct(dct(real)[fourier_cutoff:])
+                if debug: 
+                    plt.figure(4)
+                    plt.plot(real)
+                    plt.plot(imag)
+                    plt.title('after filter')
+            if i >= 2: 
+                if adaptive_window: 
+                    filt1 = first_trace_freqs<np.average(res_freqs[i-1:i])*2*np.pi+adapt_win_size*2*np.pi/2
+                    filt2 = first_trace_freqs>np.average(res_freqs[i-1:i])*2*np.pi-adapt_win_size*2*np.pi/2
+                    filt= filt1*filt2
+                else: 
+                    filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+                #start averaging the previous fits for prior information to increase robustness to bad fits
+                f0Guess = np.average(res_freqs[i-1:i])*2*np.pi
+                magBackGuess = np.average(magBacks[i-1:i])
+                (QextGuess,QintGuess) = (np.average(Qexts[i-1:i]),np.average(Qints[i-1:i]))
+            else: 
+                f0Guess = init_f0
+                magBackGuess = init_magBack
+                (QextGuess, QintGuess) = (init_Qext, init_Qint)
+                filt = np.ones(np.size(first_trace_freqs)).astype(bool)
+                
+            bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
+            
+            if i>2: 
+                prev_pconv = self.initial_pconv
+            #fit(freq, real, imag, mag, phase, Qguess=(2e3, 1e3),real_only = 0, bounds = None)
+            popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess = (QextGuess,QintGuess), f0Guess = f0Guess, real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+            
+            #catch a sudden change in convergence and try again until it's back in range: 
+            if i>2: 
+                pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                if debug: 
+                    print(f"Pconv ratio: {pconv_diff_ratio}")
+                j = 0
+                alt_array = np.array([1e6,-1e6,5e6,-5e6, 10e6,-10e6,15e6,-15e6, 20e6, -20e6, 30e6, -30e6])*2*np.pi
+                while np.any(np.abs(pconv_diff_ratio)>pconv_tol): 
+                    if j>11: 
+                        raise Exception("No good fit at this point")
+                    print(f"sudden change in Q detected (pconv_diff_ratio: {pconv_diff_ratio}), trying resonant guess + {alt_array[j]/(2*np.pi)}")
+                    #try above
+                    if debug: 
+                        if j%2 ==0: 
+                            print("trying above")
+                        else: 
+                            print("trying_below")
+                    popt, pconv = fit(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag, first_trace_phase, Qguess =         (QextGuess,QintGuess), f0Guess = f0Guess+alt_array[j], real_only = 0, bounds = bounds, magBackGuess = magBackGuess)
+                    
+                    pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
+                    j+=1
+                
+            
+            if debug: 
+                import time
+                plotRes(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag[filt], first_trace_phase[filt], popt)
+                time.sleep(1)
+            
+            res_freqs[i] = popt[2]/(2*np.pi)
+            Qints[i] = popt[1]
+            Qexts[i] = popt[0]
+            magBacks[i] = popt[3]
+            
+            print(f'f (Hz): {np.round(popt[2]/2/np.pi, 3)}', )
+            fitting_params = list(inspect.signature(reflectionFunc).parameters.keys())[1:]
+            for i in range(2):
+                print(f'{fitting_params[i]}: {np.round(popt[i], 2)} +- {np.round(np.sqrt(pconv[i, i]), 3)}')
+            Qtot = popt[0] * popt[1] / (popt[0] + popt[1])
+            print('Q_tot: ', round(Qtot), '\nT1 (s):', round(Qtot/popt[2]), f"Kappa: {round(popt[2]/2/np.pi/Qtot)}", )
+            if savedata:
+                self.save_fit(current, popt, pconv)
+            
+        return np.unique(bias_currents), res_freqs, Qints, Qexts, magBacks

+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Participation_and_Alpha_Fitter.html b/sdocs/build/html/_modules/Participation_and_Alpha_Fitter.html new file mode 100644 index 0000000..048357d --- /dev/null +++ b/sdocs/build/html/_modules/Participation_and_Alpha_Fitter.html @@ -0,0 +1,192 @@ + + + + + + + + Participation_and_Alpha_Fitter — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Participation_and_Alpha_Fitter

+# -*- coding: utf-8 -*-
+"""
+Spyder Editor
+
+This is a temporary script file.
+"""
+
+#bring in actual SNAIL data
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import matplotlib.pyplot as plt
+import numpy as np
+import h5py
+import matplotlib.colors as color
+from matplotlib.widgets import Slider, TextBox
+import time
+import pickle
+
+
+#%% Use slider to select modulation curve
+
[docs]def get_fs_data(path): 
+    datadict = all_datadicts_from_hdf5(path)['data']
+    currents = datadict.extract('phase').data_vals('current')
+    freqs = datadict.extract('phase').data_vals('frequency')
+    phases = datadict.extract('phase').data_vals('phase')
+    mags = datadict.extract('power').data_vals('power')
+    return currents, freqs, mags, phases

+
[docs]def convert_to_2D(filt_arr, to_be_2d):
+    d2_arr = []
+    for val in np.unique(filt_arr):
+        d2_arr.append(to_be_2d[filt_arr == val])
+    return np.array(d2_arr)

+
[docs]def slider_fit(fs_filepath, fit_filepath, quanta_start, quanta_size, p_arr, alpha_arr, start_freq = 7e9):
+    currents, freqs, mags, phases = get_fs_data(fs_filepath)
+    
+    snail_freqs_fits = pickle.load(open(fit_filepath, "rb"))
+
+    #reformat the data into a 2d array by iterating through current values
+    phases_2D = convert_to_2D(currents, phases)
+    mags_2D = convert_to_2D(currents, mags)
+    ind_vars, dep_vars = [np.unique(currents), np.unique(freqs)], [mags_2D, phases_2D]
+    
+    fig, ax = plt.subplots()
+    plt.subplots_adjust(left=0.3, bottom=0.4)
+    startpoint = quanta_start
+    stoppoint = startpoint+quanta_size
+    trimleft = np.where(np.unique(currents)>startpoint)[0][0]
+    trimright = np.where(np.unique(currents)<stoppoint)[0][-1]
+    
+    dep_var_trimmed = dep_vars[1][trimleft:trimright]
+    ind_vars_trimmed = np.copy(ind_vars)
+    ind_vars_trimmed[0] = ind_vars[0][trimleft:trimright]
+    colors = [color.hex2color('#0000FF'), color.hex2color('#FFFFFF'), color.hex2color('#FF0000')]
+    _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors)
+    adj = 0
+    graph = dep_var_trimmed.T
+    low = np.min(dep_var_trimmed)
+    high = np.max(dep_var_trimmed)
+    
+    _norm = color.Normalize(vmin = low, vmax = high)
+    
+    scale_factor = np.pi*2/(np.max(ind_vars_trimmed[0])-np.min(ind_vars_trimmed[0]))
+    graph_x = ind_vars_trimmed[0]*scale_factor
+    
+    dplot = plt.imshow(graph, alpha = 0.5, extent = [0, 2*np.pi, ind_vars_trimmed[1][0], ind_vars_trimmed[1][-1]], aspect = 'auto', origin = 'lower', norm = _norm, cmap = _cmap)
+    fplot, = plt.plot(np.linspace(0,2*np.pi, 51), snail_freqs_fits[0][0])
+    ax.margins(x=0)
+    
+    def update(val):
+        p = int(sp.val)
+        alpha = int(salpha.val)
+        start_freq = sfreq.val
+        # x = np.where(p_arr == p)[0][0]
+        # y = np.where(alpha_arr == alpha)[0][0]
+        # print("p: "+str(p_arr[p])+" Alpha: "+str(alpha_arr[alpha]))
+        scale_factor = start_freq/snail_freqs_fits[p][alpha][0]
+        fplot.set_ydata(snail_freqs_fits[p][alpha]*scale_factor)
+        
+        fig.canvas.draw_idle()
+        
+    def submit(text):
+        center = float(text)
+        x_adj = center-np.pi
+        fplot.set_xdata(phi+x_adj)
+        fig.canvas.draw_idle()
+    
+    axp = plt.axes([0.25, 0.1, 0.65, 0.03])
+    axalpha = plt.axes([0.25, 0.15, 0.65, 0.03])
+    axbox = plt.axes([0.25, 0.2, 0.8, 0.075])
+    axfreq = plt.axes([0.25, 0.05,0.65, 0.03])
+    
+    text_box = TextBox(axbox, 'Center', initial="3.1415")
+    text_box.on_submit(submit)
+    
+    sp = Slider(axp, 'P index',0, np.size(p_arr)-1, valinit=0, valstep=1)
+    salpha = Slider(axalpha, 'Alpha index', 0, np.size(alpha_arr)-1, valinit=0, valstep=1)
+    sfreq = Slider(axfreq, 'start frequency', start_freq-3e9, start_freq+3e9, valinit=start_freq)
+    
+    sp.on_changed(update)
+    salpha.on_changed(update)
+    sfreq.on_changed(update)
+    
+    return sp, salpha, sfreq

+
+if __name__ == '__main__': 
+    fs_filepath= r"\\136.142.53.51\data002\Texas\Cooldown_20210408\SA_C1_FS\2021-05-04_0005_C1_FS6_very_wide_fine.ddh5"
+    # load pickled fit data
+    fit_filepath = r"C:\Users\Hatlab_3\Desktop\RK_Scripts\NewRepos\data_processing\data_processing\models\SNAIL_supporting_modules\SNAIL_detailed.p"
+    p_arr = np.linspace(0.01, 0.3, 50)
+    alpha_arr = np.linspace(0.1, 0.32, 50)
+    p_slider, a_slider, freq_slider = slider_fit(fs_filepath, fit_filepath, -8.98e-5, 220.6e-6, p_arr, alpha_arr)
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/Process_One_3_state_acquisition.html b/sdocs/build/html/_modules/Process_One_3_state_acquisition.html new file mode 100644 index 0000000..b0e0274 --- /dev/null +++ b/sdocs/build/html/_modules/Process_One_3_state_acquisition.html @@ -0,0 +1,179 @@ + + + + + + + + Process_One_3_state_acquisition — Hatlab Data Processing 0.1 documentation + + + + + + + + + + + + + +
+
+
+
+ +

Source code for Process_One_3_state_acquisition

+# -*- coding: utf-8 -*-
+"""
+Created on Thu Apr 29 14:18:59 2021
+
+@author: Ryan Kaufman - Hatlab
+"""
+from plottr.apps.autoplot import main
+from plottr.data import datadict_storage as dds, datadict as dd
+from data_processing.signal_processing import Pulse_Processing_utils as PU
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.axes_grid1 import make_axes_locatable  
+import warnings
+warnings.filterwarnings("ignore")
+import os
+
[docs]def find_all_ddh5(cwd): 
+    dirs = os.listdir(cwd)
+    filepaths = []
+    for path in dirs: 
+        try:
+            subs = os.listdir(cwd+'\\'+path)
+            for sub in subs: 
+                print(sub)
+                if sub.split('.')[-1] == 'ddh5':  
+                    filepaths.append(cwd+'\\'+path+'\\'+sub)
+                else: 
+                    for subsub in os.listdir(cwd+'\\'+path+'\\'+sub):
+                        if subsub.split('.')[-1] == 'ddh5':  
+                            filepaths.append(cwd+'\\'+path+'\\'+sub+'\\'+subsub)
+        except: #usually because the files are one directory higher than you'd expect
+            if path.split('.')[-1] == 'ddh5':  
+                    filepaths.append(cwd+'\\'+path)
+    return filepaths

+
+#%%sample one file to check things
+
+if __name__ == 'main':
+
+    IQ_offset =  np.array((0,0))
+    # records_per_pulsetype = 3870
+    cf = 6171427180.18
+    # amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/Pump_power_sweeps/1/2021-06-30/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094/2021-06-30_0011_LO_6152798714.0_pwr_-8.69_amp_1_rotation_phase_2.094.ddh5'
+    # amp_off_filepath = r'Z:/Data/C1/C1_Hakan/Gain_pt_0.103mA/signal_power_sweeps/1_initial_guess/2021-07-06/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_/2021-07-06_0003_Amp_0__LO_freq_6153298714.0_Hz_Sig_Volt_0.0_V_Phase_0.0_rad_.ddh5'
+    
+    # filepath = r'G:/My Drive/shared/Amplifier_Response_Data/Data/Pump_pwr_detuning_sweeps/2021-07-07/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_/2021-07-07_0409_Amp_1__pwr_-8.83_dBm_LO_freq_6172127180.18_Hz_Phase_0.0_rad_.ddh5'
+    
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__/2021-09-14_0002_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_1__.ddh5'
+    filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__/2021-09-14_0027_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_1__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__/2021-09-14_0034_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_3__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__/2021-09-14_0038_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_2__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__/2021-09-14_0044_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_3__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep/2021-09-14/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__/2021-09-14_0046_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_0__.ddh5'
+    
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__/2021-09-14_0001_3_state_40dB_att_Amp_0__pwr_-7.0_dBm_Rep_0__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__/2021-09-14_0028_3_state_40dB_att_Amp_1__pwr_-7.0_dBm_Rep_2__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__/2021-09-14_0031_3_state_40dB_att_Amp_1__pwr_-6.75_dBm_Rep_0__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__/2021-09-14_0036_3_state_40dB_att_Amp_1__pwr_-6.5_dBm_Rep_0__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__/2021-09-14_0042_3_state_40dB_att_Amp_1__pwr_-6.25_dBm_Rep_1__.ddh5'
+    # filepath = r'Z:/Data/Hakan/SH_5B1_SS_Gain_6.064GHz/3_state/gen_pwr_sweep_+500kHz/2021-09-14/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__/2021-09-14_0047_3_state_40dB_att_Amp_1__pwr_-6.0_dBm_Rep_1__.ddh5'
+    
+    #loopback for sat_discriminator
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\loopbacks\2021-09-30\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__\2021-09-30_0009_3_state_loopback_0dB_att_Rep_0__.ddh5'
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__\2021-09-30_0002_3_state_deep_sat_40dB_att_Rep_0__.ddh5'
+    
+    #in order of increasing power
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__\2021-09-30_0003_3_state_deep_sat_40dB_att_Sig_Volt_0.2_V_Rep_0__.ddh5'
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__\2021-09-30_0004_3_state_deep_sat_40dB_att_Sig_Volt_0.25_V_Rep_0__.ddh5'
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__\2021-09-30_0005_3_state_deep_sat_40dB_att_Sig_Volt_0.3_V_Rep_0__.ddh5'
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__\2021-09-30_0011_3_state_deep_sat_40dB_att_Sig_Volt_0.6_V_Rep_0__.ddh5'
+    
+    #longer time: 
+    # filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__\2021-09-30_0017_3_state_deep_sat_40dB_att_8us_time_Rep_0__.ddh5'
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-09-30\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__\2021-09-30_0030_3_state_deep_sat_40dB_att_8us_time_Rep_4__.ddh5'
+    
+    #SWEEPING power
+    #0.55V
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_\2021-10-01_0076_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.55_V_.ddh5'
+    
+    #0.6V
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_\2021-10-01_0077_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.6_V_.ddh5'
+    
+    #0.95V
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_\2021-10-01_0084_3_state_deep_sat_40dB_att_2V_Sig_Volt_0.95_V_.ddh5'
+    
+    #1.1V
+    filepath = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_\2021-10-01_0088_3_state_deep_sat_40dB_att_2V_Sig_Volt_1.15_V_.ddh5'
+    
+    #WTF Trigger?
+    
+    import easygui
+    filepath = easygui.fileopenbox(default = r'Z:\Data\Hakan\SH_5B1_SS_Gain_6.064GHz\3_state\saturation_discriminator\2021-10-01\*')
+    
+    # PU.get_normalizing_voltage_from_filepath(amp_off_filepath, plot = False, hist_scale = 0.01, records_per_pulsetype = 3870*2)
+    # IQ_offset = PU.get_IQ_offset_from_filepath(filepath, plot = False, hist_scale = 0.002, records_per_pulsetype = 3840*2)
+    # PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 2562, state_relabel = 0, bin_start = 50, bin_stop = 400)
+    PU.get_fidelity_from_filepath_3_state(filepath, plot = True, hist_scale = 0.05, records_per_pulsetype = 7686//3, state_relabel = 0, bin_start = 50, bin_stop = 400)
+    IQ_offset = (0,0)
+
+ +
+
+
+
+ +
+
+ + + + \ No newline at end of file diff --git a/sdocs/build/html/_modules/QFit.html b/sdocs/build/html/_modules/QFit.html index 868a13b..b2367e6 100644 --- a/sdocs/build/html/_modules/QFit.html +++ b/sdocs/build/html/_modules/QFit.html @@ -38,7 +38,12 @@

Navigation

Source code for QFit

-import numpy as np
+'''
+Fits VNA trace. Determine over/under coupling regimes.
+'''
+
+
+import numpy as np
 import matplotlib.pyplot as plt
 import csv
 import h5py
diff --git a/sdocs/build/html/_modules/TACO_utility_functions.html b/sdocs/build/html/_modules/TACO_utility_functions.html
new file mode 100644
index 0000000..8471989
--- /dev/null
+++ b/sdocs/build/html/_modules/TACO_utility_functions.html
@@ -0,0 +1,271 @@
+
+
+
+
+  
+    
+    
+    TACO_utility_functions — Hatlab Data Processing 0.1 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  
Source code for TACO_utility_functions
+# -*- coding: utf-8 -*-
+"""
+Created on Fri Feb 19 14:27:01 2021
+
+@author: Hatlab_3
+"""
+
+# import easygui
+from plottr.apps.autoplot import autoplotDDH5, script, main
+from plottr.data.datadict_storage import all_datadicts_from_hdf5
+import matplotlib.pyplot as plt
+import numpy as np
+from data_processing.Helper_Functions import get_name_from_path, shift_array_relative_to_middle, log_normalize_to_row, select_closest_to_target, log_normalize_up_to_row
+import matplotlib.colors as color
+from scipy.ndimage import gaussian_filter
+
+#Get Taco (irregular imshow)
+
[docs]def make_tacos(bias_current, gen_frequency, gen_power, calculated_gain, replace_nan = False, vmin = 15, vmax = 25, fancy = False): 
+    fig, ax = plt.subplots(1,1)
+    if replace_nan: 
+        calculated_gain[np.isnan(calculated_gain)] = 0
+    img = ax.scatter(gen_frequency/1e6, gen_power, c = calculated_gain, cmap = 'seismic', vmin = vmin, vmax = vmax, zorder = 1)
+    cb = fig.colorbar(img, ax = ax)
+    unique_freqs = np.unique(gen_frequency)
+    best_powers = [select_closest_to_target(gen_power[gen_frequency == f], calculated_gain[gen_frequency == f], 20) for f in unique_freqs]
+    ax.plot(unique_freqs/1e6, best_powers, 'k-', lw = 2)
+    return fig, ax, cb

+
+
[docs]def make_gain_profiles(filepath, replace_nan = False, vmin = 15, vmax = 25, angles = [45, 45]):
+    
+    gainDict = all_datadicts_from_hdf5(filepath)['data']
+    calc_gain = gainDict.extract('calculated_gain').data_vals('calculated_gain')
+    gen_frequency_calc = gainDict.extract('calculated_gain').data_vals('gen_frequency')
+    gen_power_calc = gainDict.extract('calculated_gain').data_vals('gen_power')
+    unique_freqs = np.unique(gen_frequency_calc)
+    best_powers = [select_closest_to_target(gen_power_calc[gen_frequency_calc == f], calc_gain[gen_frequency_calc == f], 20) for f in unique_freqs]
+    
+    gain_traces = gainDict.extract('gain_trace').data_vals('gain_trace')
+    gen_power = gainDict.extract('gain_trace').data_vals('gen_power')
+    vna_freqs = gainDict.extract('gain_trace').data_vals('vna_frequency')
+    gen_frequency_raw = gainDict.extract('gain_trace').data_vals('gen_frequency')
+    
+    fig, ax = plt.subplots(subplot_kw={"projection": "3d"})
+    
+    ax.azim = angles[0]
+    ax.elev = angles[1]
+    
+    for best_power in best_powers:     
+        gp_filt = np.isclose(gen_power, best_power, atol = 0.05)
+        f_val= np.round(np.average(gen_frequency_raw[gp_filt])/1e6, 0)
+        ax.plot(f_val*np.ones(np.size(vna_freqs[gp_filt][0])), vna_freqs[gp_filt][0]/1e6, gain_traces[gp_filt][0])
+        
+    return fig, ax

+
+
[docs]def make_gain_surface(filepath, replace_nan = False, vmin = 15, vmax = 25, angles = [45, 45]):
+    
+    gainDict = all_datadicts_from_hdf5(filepath)['data']
+    calc_gain = gainDict.extract('calculated_gain').data_vals('calculated_gain')
+    gen_frequency_calc = gainDict.extract('calculated_gain').data_vals('gen_frequency')
+    gen_power_calc = gainDict.extract('calculated_gain').data_vals('gen_power')
+    unique_freqs = np.unique(gen_frequency_calc)
+    best_powers = [select_closest_to_target(gen_power_calc[gen_frequency_calc == f], calc_gain[gen_frequency_calc == f], 20) for f in unique_freqs]
+    
+    gain_traces = gainDict.extract('gain_trace').data_vals('gain_trace')
+    gen_power = gainDict.extract('gain_trace').data_vals('gen_power')
+    vna_freqs = gainDict.extract('gain_trace').data_vals('vna_frequency')
+    gen_frequency_raw = gainDict.extract('gain_trace').data_vals('gen_frequency')
+    
+    fig, ax = plt.subplots(subplot_kw={"projection": "3d"})
+    
+    ax.azim = angles[0]
+    ax.elev = angles[1]
+    
+    gen_f_array = []
+    sig_f_array = []
+    gain_array = []
+    for best_power in best_powers:     
+        gp_filt = np.isclose(gen_power, best_power, atol = 0.05)
+        f_val= np.round(np.average(gen_frequency_raw[gp_filt])/1e6, 0)
+        
+        gen_f_array.append(f_val*np.ones(np.size(vna_freqs[gp_filt][0])))
+        sig_f_array.append(vna_freqs[gp_filt][0]/1e6)
+        gain_array.append(gain_traces[gp_filt][0])
+    
+    gen_f_array = np.array(gen_f_array)
+    sig_f_array = np.array(sig_f_array)
+    gain_array = np.array(gain_array)
+    
+    ax.plot_surface(gen_f_array, sig_f_array, gain_array, rstride=1, cstride=1, cmap='viridis', edgecolor='none')
+    
+    return fig, ax

+
+
[docs]def make_sat_img_plot(sat_bias_current, sat_gen_freq, sat_vna_powers, sat_gain, levels = [-2,-1.5,-1, -0.25, 0.25,1, 1.5,2], norm_power = -40, x_val = None, filter_window = 0, vmin = -1, vmax = 1): 
+    y_norm_val = norm_power #Signal power at which to normalize the rest of the plot to
+    # print(f"Normalized to VNA_Power = {y_norm_val}dB")
+    fig, ax = plt.subplots()
+    colors = [color.hex2color('#4444FF'), color.hex2color('#FFFFFF'), color.hex2color('#888888'), color.hex2color('#888888'),color.hex2color('#FFFFFF'), color.hex2color('#FF4444')]
+    _cmap = color.LinearSegmentedColormap.from_list('my_cmap', colors)
+    
+    smoothed_normed_data = log_normalize_to_row(sat_gen_freq, sat_vna_powers[0], gaussian_filter(sat_gain.T, (filter_window,0)), y_norm_val= y_norm_val)
+    img = ax.pcolormesh(sat_gen_freq/1e6, sat_vna_powers[0], 
+                      smoothed_normed_data, 
+                      # gaussian_filter(sat_gain.T, 5), 
+                      cmap = _cmap, 
+                      vmin = vmin, vmax = vmax)
+    #getting saturation points
+    sat_powers = []
+    for col in smoothed_normed_data.T: 
+        buffer = np.size(col[sat_vna_powers[0]<= y_norm_val])
+        #append locations of +1dB and -1dB points
+        try: 
+            pos_loc = buffer+np.min(np.where(np.isclose(col[sat_vna_powers[0]>y_norm_val], 1, atol = 1e-2))[0])
+        except ValueError: 
+            pos_loc = np.size(col)-1
+        try: 
+            neg_loc = buffer+np.min(np.where(np.isclose(col[sat_vna_powers[0]>y_norm_val], -1, atol = 1e-2))[0])
+        except ValueError: 
+            neg_loc = np.size(col)-1
+            
+        # print(f"Pos: {pos_loc} \nNeg: {neg_loc}")
+        loc_arr = np.array([pos_loc, neg_loc])
+        loc_arr = np.floor(loc_arr[np.logical_not(np.isnan(loc_arr))]).astype(int)
+        # print(loc_arr)
+        loc = np.min(loc_arr)
+        sat_powers.append(sat_vna_powers[0][loc])
+        
+    ax.plot((np.array(sat_gen_freq+(sat_gen_freq[1]-sat_gen_freq[0])/2)/1e6)[0:-1], sat_powers[0:-1], 'k o')
+    #plot the best one as a star
+    max_loc = np.where(sat_powers[0:-1] == np.max(sat_powers[0:-1]))[0][0]
+    # print(max_loc)
+    plt.plot((np.array(sat_gen_freq+(sat_gen_freq[1]-sat_gen_freq[0])/2)/1e6)[max_loc], sat_powers[max_loc], 'r*', markersize = 5)
+    ax.hlines(y = y_norm_val, xmin = np.min(sat_gen_freq/1e6), xmax = np.max(sat_gen_freq/1e6), color = 'b', lw = 2)
+    return fig, ax, img

+
+
[docs]def superTACO_Lines(filepaths, angles = [45,45], quanta_size = None, quant_offset = None):
+    #step 1: assemble best powers into bias_currents vs. (gen_freq vs. best_powers) array
+    #ie for each n bias current there is a gen_freq array
+    #and for each m(n) gen_freq there is one gen_power that is best (could be NaN if garbage)
+    #feed this into n mplot3d commands each with their own oclor and legend label
+    fig = plt.figure()
+    ax = fig.add_subplot(111, projection = '3d')
+    ax.azim = angles[0]
+    ax.elev = angles[1]
+    
+    bias_currents = []
+    best_gen_frequencies = []
+    best_gen_powers = []
+    
+    for gain_filepath in filepaths: 
+        #extract the best gen powers
+        gain_dicts = all_datadicts_from_hdf5(gain_filepath)
+        gainDict = gain_dicts['data']
+        gain_data = gainDict.extract('calculated_gain')
+        [bias_current, gen_frequency, gen_power, calc_gain] = [gain_data.data_vals('bias_current'),
+                                                               gain_data.data_vals('gen_frequency'), 
+                                                               gain_data.data_vals('gen_power'), 
+                                                               gain_data.data_vals('calculated_gain')
+                                                               ]
+        
+        for current in np.unique(bias_current): #could be multiple bias currents in one single TACO datafile
+            bias_currents.append(current)
+            print(f"{gain_filepath}\nCURRENT: {current*1000}mA")
+            filt = bias_current == current
+            cfreqs = gen_frequency[filt]
+            cpowers = gen_power[filt]
+            unique_freqs = np.unique(cfreqs)
+            cgain = calc_gain[filt]
+            
+            best_powers = [select_closest_to_target(cpowers[cfreqs == f], cgain[cfreqs == f], 20) for f in unique_freqs]
+            #convert freqs to detuning from best power
+            best_power = np.min(best_powers)
+            best_gen_powers.append(best_power)
+
+            best_freq = np.average(unique_freqs[np.where(best_powers == best_power)])
+            best_gen_frequencies.append(best_freq)
+            
+            adjusted_freqs = unique_freqs - best_freq
+            if quanta_size != None:
+                quant_frac = np.round((current-quant_offset)/quanta_size, 3)
+                ax.plot(current*np.ones(np.size(unique_freqs))*1000, adjusted_freqs/1e6, best_powers, label = f'{quant_frac} quanta')
+                
+            else: 
+                ax.plot(current*np.ones(np.size(unique_freqs))*1000000, adjusted_freqs/1e6, best_powers)
+    ax.set_xlabel("Bias Current (mA)")
+    ax.set_ylabel("Generator Detuning (MHz)")
+    ax.set_zlabel("Generator Power (dBm)")
+    ax.set_title("20dB Gain Power vs. Flux Bias and Generator Detuning")
+    
+    return [np.array(bias_currents), np.array(best_gen_frequencies), np.array(best_gen_powers)]

+

+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/sdocs/build/html/_modules/index.html b/sdocs/build/html/_modules/index.html
index 7f1b181..962c709 100644
--- a/sdocs/build/html/_modules/index.html
+++ b/sdocs/build/html/_modules/index.html
@@ -37,12 +37,16 @@ 
Navigation

           

             
   
All modules for which code is available

-
+  
    
+      
  • 
+    TACO_utility_functions
+
+      
    • 
   

diff --git a/sdocs/build/html/objects.inv b/sdocs/build/html/objects.inv
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diff --git a/sdocs/build/html/py-modindex.html b/sdocs/build/html/py-modindex.html
index 87dface..c6e0089 100644
--- a/sdocs/build/html/py-modindex.html
+++ b/sdocs/build/html/py-modindex.html
@@ -50,6 +50,7 @@ 
Python Module Index

    4 | 
    a | 
    d | 
+   f | 
    g | 
    h | 
    p | 
@@ -90,6 +91,14 @@ 
Python Module Index

        ddH5_Fluxsweep_Plotting
        
       
+     
+       f
+     
+       
+       
+       FS_utility_functions
+       
+      
      
        g
      
@@ -108,11 +117,21 @@ 
Python Module Index

       
      
        p
+     
+       
+       
+       Participation_and_Alpha_Fitter
+       
      
        
        
        phase_correction_proof_of_concept
        
+     
+       
+       
+       Process_One_3_state_acquisition
+       
      
        
        
@@ -160,6 +179,11 @@ 
Python Module Index

        
        TACO_multiplot_b1
        
+     
+       
+       
+       TACO_utility_functions
+       
    
 
 
diff --git a/sdocs/build/html/searchindex.js b/sdocs/build/html/searchindex.js
index 5ae1afb..ea263f4 100644
--- a/sdocs/build/html/searchindex.js
+++ b/sdocs/build/html/searchindex.js
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ontour_lin:23,get_fidelity_from_filepath:23,get_fidelity_from_filepath_3_st:23,get_fidelity_vs_record:23,get_fs_data:9,get_iq_offset_from_filepath:23,get_name_from_path:6,get_normalizing_voltage_from_filepath:23,get_phi_min:[45,46],get_phi_min_fsolv:[45,46],get_phi_min_func:[45,46],get_sat_info:27,getdata:24,getdata_from_datadict:24,ghz:24,given:[29,45,46],gradient_descent_participation_fitt:[45,46],graph:31,guess:[45,46],guessparam:23,h1:23,h2:23,h_arr:23,hatlab:[15,42],hatlab_3:[22,26,27,28,29,31,32,45,46],have:[45,46],helper:6,helper_funct:39,henri:[45,46],hfss:24,hfss_filepath:[45,46],highest:27,hist_discrimin:23,hist_scal:23,http:[29,45,46],hz:[22,29,45,46],i:[6,22],i_0:42,i_correct:42,i_delai:42,ic:[45,46],ic_to_ej:[45,46],ic_to_lj:[45,46],iip3_plot:39,imag:24,imi:46,includ:[29,45,46],ind_nam:45,ind_par:26,ind_par_nam:26,ind_par_v:26,index:39,induct:[45,46],info_from_junction_i0:45,info_from_junction_s:[45,46],init_f0_guess:[45,46],init_popt:26,initial_alpha_guess:[45,46],initial_fit:[2,26,31],initial_p_guess:[45,46],input:[6,29,45,46],inst_class:6,instrument:6,integr:22,interpol:[31,45,46],introduct:[29,45,46],ioffset:23,iq_offset:23,j:6,jan:[31,32],jc:[45,46],josephson:[29,45,46],josephson_effect:[45,46],joul:[45,46],jth:6,jun:[0,5,26],junciton:[45,46],junction:[45,46],junction_i0_larg:45,junction_i0_smal:45,junction_s:[45,46],kappa:[29,45,46],kaufman:[0,5,6,15,23],kerr:27,kerr_nul:27,kerr_scal:27,kwarg:[6,45,46],l0:[45,46],l_larg:[45,46],lambda:[45,46],larg:[45,46],length:22,level:[27,28],lfunc:[45,46],limit:[29,45,46],line:[29,45,46],linear:[31,45,46],lj:[45,46],load:23,load_data:31,load_instru:6,log_normalize_to_row:6,log_normalize_up_to_row:6,low_power_res_fit_func:31,ls:45,ls_func:[45,46],lumped_port_nam:45,m:23,m_gen_pow:31,mag:24,magback:24,magbackguess:[2,24,26,31],mai:[29,45,46],make_gain_profil:28,make_gain_surfac:28,make_sat_img_plot:28,make_taco:28,manual:31,matplotlib:[45,46],max_fev:23,max_gen_pow:31,md:45,method:24,michel:[29,45,46],mixer_calibration_plot:39,mod_freq:22,mode:[29,45,46],mode_kappa:[29,45,46],modul:[22,23,39],mon:32,more:[45,46],multipli:22,multiplot:39,must:[22,29,45,46],n_current:31,name:[2,23,31],ndarrai:[29,45,46],none:[2,6,23,24,26,27,28,31,45,46],norm_pow:[27,28],normal:6,note:22,nov:6,np:[22,29,45,46],num_bin:23,number:[29,45,46],numpi:[29,45,46],numpumpphoton:[29,45,46],numrecord:23,object:[2,23,26,31,45,46],odd_onli:23,off:[45,46],old_file_convert:39,omega:46,option:[22,27,45,46],order:[29,32,45,46],org:[29,45,46],out:27,outlin:31,over:[22,24],p:[45,46],p_arr:9,p_func:[45,46],page:39,paper:[45,46],parallel:[45,46],param1:6,param:[6,22],paramet:[22,29,45,46],parametr:[29,45,46],particip:[45,46],participation_and_alpha_fitt:39,path:[6,9,45,46],pcolor:6,pconv_tol:[2,26,31],pdf:[45,46],per:22,period:22,phase:[22,24],phase_correct:22,phase_correction_proof_of_concept:39,phase_trac:31,phasecorrect:24,phaseguess:24,phaseoffguess:[2,26,31],phi_ext:[45,46],phi_ext_arr:[45,46],photon:[29,45,46],pickl:[45,46],plot:[6,23,27,45,46],plot_arrai:23,plot_data:24,plot_individu:27,plot_on_ax:23,plotr:[24,31],plottr:[45,46],point:[45,46],popt:[2,24,31],posit:[29,45,46],pow_trac:31,power:[27,29,31,39,45,46],print_info:23,process_fitted_power_sweep:39,process_fitted_sweep:39,process_hfss_sweep:46,process_multiple_acquisitions_from_directori:39,process_multiple_acquisitions_from_directory_lo_pwr_phas:39,process_multiple_acquisitions_from_directory_lo_sig_phas:39,process_multiple_acquisitions_from_directory_loopback:39,process_multiple_acquisitions_from_directory_sig:39,process_one_3_state_acquisit:39,process_one_acquisit:23,process_one_acquisition_3_st:23,process_one_acquisition_from_fil:39,process_one_acquisition_from_file_1:39,process_one_acquisition_from_file_:39,process_one_acquisition_from_file_with_weight:39,process_one_acquisition_np:23,process_pump_scan:39,process_ref_hfss_sweep:45,processdosetestinfo:39,produc:[45,46],pull:27,puls:23,pulse_process:39,pulse_processing_util:39,pulse_typ:23,pump:[29,39,45,46],pump_detunings_from_r:[29,45,46],pump_omega:[29,45,46],pump_pow:[29,45,46],purpos:[6,29],q:[22,42],q_0:42,q_vs_temp_vs_pow:39,qext:24,qextguess:[2,26,31],qfit:39,qguess:[24,45,46],qint:24,qintguess:[2,26,31],qmplifier:29,qoffset:23,quadratur:22,quant_offset:28,quanta_flip:27,quanta_offset:[27,45,46],quanta_s:[9,27,28,45,46],quanta_start:9,quantum:[29,45,46],rate:22,ratio:[45,46],raw_filepath:26,re:[45,46],read_fs_data:31,real:24,real_onli:24,record:22,records_per_pulsetyp:23,ref_i_sum:22,ref_port_nam:45,ref_q_sum:22,refer:22,reference_data:22,refi:22,reflectionfunc:24,reflectionfunc_r:24,refq:22,regim:24,replace_nan:28,res_freq:[32,45],res_func:[45,46],res_omega:[45,46],res_phi:46,reson:[29,45,46],resonator_autofit_1d:39,ret_slid:[45,46],roi:[29,45,46],rotat:22,rounder:24,rrk:42,run:31,ryan:[0,5,6,15,23],s:[27,45,46],same:22,sampl:22,sampling_r:22,sat_bias_curr:[27,28],sat_gain:[27,28],sat_gen_freq:[27,28],sat_gen_pow:27,sat_vna_freq:27,sat_vna_pow:[27,28],satur:27,save_da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fitter","FS_utility_functions","Fidelity_from_filepath","Gain vs Pump Power fitter","General_reader","Helper_Functions","IIP3_plotting","Mixer_calibration_plotting","Participation_and_Alpha_Fitter","Process_Multiple_Acquisitions_From_Directory","Process_Multiple_Acquisitions_From_Directory_LO_pwr_phase","Process_Multiple_Acquisitions_From_Directory_LO_sig_phase","Process_Multiple_Acquisitions_From_Directory_Sig","Process_Multiple_Acquisitions_From_Directory_loopbacks","Process_One_3_state_acquisition","Process_One_Acquisition_From_File","Process_One_Acquisition_From_File_!","Process_One_Acquisition_From_File_1","Process_One_Acquisition_From_File_with_weights","Process_fitted_power_sweep","Process_fitted_sweeps","Pulse_Processing","Pulse_Processing_utils","QFit","Q_vs_temp_vs_power","Resonator_Autofit_1D","TACO_multiplot_b1","TACO_utility_functions","amplifier_g3","coefficient_solver","ddH5_Duff_Plotting","ddH5_Fluxsweep_Plotting","ddH5_Taco_Plotting","ddh5_autoplotting","ddh5_freq_sweep_plotting","ddh5_to_csv","fridgePlot","gain_trace","Welcome to Hatlab Data Processing\u2019s documentation!","multiplot","old_file_converter","phase_correction_proof_of_concept","processDosetestInfo","process_pump_scanning","snailamp","squidamp"],titleterms:{"4th_order_fitt":0,amplifier_g3:29,awg_and_alazar:39,bifurc:1,coefficient_solv:30,content:39,data:39,ddh5_autoplot:34,ddh5_duff_plot:31,ddh5_fluxsweep_plot:32,ddh5_freq_sweep_plot:35,ddh5_plot:39,ddh5_taco_plot:33,ddh5_to_csv:36,document:39,fabric:39,fidelity_from_filepath:3,fit:39,fitter:[1,4],fridgeplot:37,fs_utility_funct:2,gain:4,gain_trac:38,general_read:5,hatlab:39,helper_funct:6,iip3_plot:7,indic:39,mixer_calibration_plot:8,model:39,multiplot:40,old_file_convert:41,participation_and_alpha_fitt:9,phase_correction_proof_of_concept:42,power:4,process:39,process_fitted_power_sweep:20,process_fitted_sweep:21,process_multiple_acquisitions_from_directori:10,process_multiple_acquisitions_from_directory_lo_pwr_phas:11,process_multiple_acquisitions_from_directory_lo_sig_phas:12,process_multiple_acquisitions_from_directory_loopback:14,process_multiple_acquisitions_from_directory_sig:13,process_one_3_state_acquisit:15,process_one_acquisition_from_fil:16,process_one_acquisition_from_file_1:18,process_one_acquisition_from_file_:17,process_one_acquisition_from_file_with_weight:19,process_pump_scan:44,processdosetestinfo:43,pulse_process:22,pulse_processing_util:23,pump:4,q_vs_temp_vs_pow:25,qfit:24,resonator_autofit_1d:26,s:39,signal_process:39,snail_supporting_modul:39,snailamp:45,spectrum_process:39,squidamp:46,tabl:39,taco_multiplot_b1:27,taco_utility_funct:28,to_saeed_20210625:39,utility_modul:39,vs:4,welcom:39}})
\ No newline at end of file
diff --git a/sdocs/source/conf.py b/sdocs/source/conf.py
index 8f73ffa..2ef379c 100644
--- a/sdocs/source/conf.py
+++ b/sdocs/source/conf.py
@@ -12,13 +12,12 @@
 #
 import os
 import sys
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\AWG_and_Alazar'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\ddh5_Plotting'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\fabrication'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\fitting'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\models'))
-sys.path.insert(0, os.path.abspath('..\\..\\data_processing\\signal_processing'))
+
+dirs = [x[0] for x in os.walk(os.path.abspath('..\\..\\data_processing'))]
+
+for dirr in dirs:
+
+    sys.path.insert(0, dirr)
 
 # -- Project information -----------------------------------------------------
 

From db12ca4462a019ab9ca7b488f0a502907f128735 Mon Sep 17 00:00:00 2001
From: borismesits <31737797+borismesits@users.noreply.github.com>
Date: Thu, 7 Oct 2021 19:51:55 -0400
Subject: [PATCH 3/4] Update QFit.py

---
 data_processing/fitting/QFit.py | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/data_processing/fitting/QFit.py b/data_processing/fitting/QFit.py
index 5c90bc9..ec4df46 100644
--- a/data_processing/fitting/QFit.py
+++ b/data_processing/fitting/QFit.py
@@ -40,6 +40,26 @@ def reflectionFunc_re(freq, Qext, Qint, f0, magBack, phaseCorrect):
     return reflectionFunc(freq, Qext, Qint, f0, magBack, phaseCorrect)[::2]
 
 def getData_from_datadict(filepath, plot_data = None): 
+    '''
+    Takes a VNA trace and returns the data as numpy arrays. It returns trace data
+    in both real-imaginary and phase-magnitude form.
+
+    Parameters
+    ----------
+    filepath : TYPE
+        DESCRIPTION.
+    plot_data : TYPE, optional
+        DESCRIPTION. The default is None.
+
+    Returns
+    -------
+    freqs : np.float
+    real : np.float
+    imag : np.float
+    powers_dB : np.float
+    phase_rad : np.float
+
+    '''
     datadict = all_datadicts_from_hdf5(filepath)['data']
     powers_dB = datadict.extract('power')['power']['values']
     freqs = datadict.extract('power')['frequency']['values']*2*np.pi

From d4faa53736fbb04e65a8ed3485aa45c4bdbc11a6 Mon Sep 17 00:00:00 2001
From: borismesits <31737797+borismesits@users.noreply.github.com>
Date: Thu, 23 Dec 2021 10:38:53 -0500
Subject: [PATCH 4/4] Update FS_utility_functions.py

---
 .../utility_modules/FS_utility_functions.py   | 273 +++++++++++++++++-
 1 file changed, 269 insertions(+), 4 deletions(-)

diff --git a/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py b/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py
index 302b0af..6f6cca8 100644
--- a/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py
+++ b/data_processing/ddh5_Plotting/utility_modules/FS_utility_functions.py
@@ -48,10 +48,47 @@ def default_bounds(self, QextGuess, QintGuess, f0Guess, magBackGuess):
                 [QextGuess * 1.5, QintGuess +200, f0Guess*1.5, magBackGuess * 5.0, 2 * np.pi])
     
     def initial_fit(self, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0.0001, bounds = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = False, adaptive_window = False, adapt_win_size = 300e6, start_current_index = 0):
+        '''
+        S
+
+        Parameters
+        ----------
+        f0Guess : TYPE
+            DESCRIPTION.
+        QextGuess : TYPE, optional
+            DESCRIPTION. The default is 50.
+        QintGuess : TYPE, optional
+            DESCRIPTION. The default is 300.
+        magBackGuess : TYPE, optional
+            DESCRIPTION. The default is 0.0001.
+        bounds : TYPE, optional
+            DESCRIPTION. The default is None.
+        smooth : TYPE, optional
+            DESCRIPTION. The default is False.
+        smooth_win : TYPE, optional
+            DESCRIPTION. The default is 11.
+        phaseOffGuess : TYPE, optional
+            DESCRIPTION. The default is 0.
+        debug : TYPE, optional
+            DESCRIPTION. The default is False.
+        adaptive_window : TYPE, optional
+            DESCRIPTION. The default is False.
+        adapt_win_size : TYPE, optional
+            DESCRIPTION. The default is 300e6.
+        start_current_index : TYPE, optional
+            DESCRIPTION. The default is 0.
+        
+        Returns
+        -------
+        None.
+
+        '''
         f0Guess = f0Guess*2*np.pi
         if bounds == None: 
             bounds=self.default_bounds(QextGuess, QintGuess, f0Guess, magBackGuess)
             
+        #this is how we deal with the fact that we don't know the shape of the data
+        #filt contains all the indices we want for a particular current
         filt = (self.currents == np.unique(self.currents)[start_current_index])
 
         if adaptive_window: 
@@ -63,6 +100,8 @@ def initial_fit(self, f0Guess, QextGuess = 50, QintGuess = 300, magBackGuess = 0
         init_phase_trace = self.undriven_vna_phase[filt]
         init_pow_trace = self.undriven_vna_power[filt]
         
+        print(init_vna_freqs)
+        
         if debug: 
             plt.figure(1)
             plt.plot(init_vna_freqs/(2*np.pi), init_phase_trace)
@@ -106,7 +145,9 @@ def save_fit(self, current, base_popt, base_pconv):
             base_Qint_error = np.sqrt(base_pconv[1, 1]), 
             base_Qext_error = np.sqrt(base_pconv[0, 0]), 
             )
-    def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, debug = False, savedata = False, smooth = False, smooth_win = 11, adaptive_window = False, adapt_win_size = 300e6, fourier_filter = False, fourier_cutoff = 40, pconv_tol = 2):
+        
+    def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, pconv, debug = False, savedata = False, smooth = False, smooth_win = 11, adaptive_window = False, adapt_win_size = 300e6, fourier_filter = False, fourier_cutoff = 40, pconv_tol = 2):
+
         res_freqs = np.zeros(np.size(np.unique(bias_currents)))
         Qints = np.zeros(np.size(np.unique(bias_currents)))
         Qexts = np.zeros(np.size(np.unique(bias_currents)))
@@ -133,7 +174,7 @@ def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, deb
                     plt.title('before filter')
                 imag = idct(dct(imag)[fourier_cutoff:])    
                 real = idct(dct(real)[fourier_cutoff:])
-                if debug: 
+                if debug:
                     plt.figure(4)
                     plt.plot(real)
                     plt.plot(imag)
@@ -184,7 +225,6 @@ def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, deb
                     pconv_diff_ratio = (np.array(pconv[0,0], pconv[1,1])-np.array(prev_pconv[0,0], prev_pconv[1,1]))/np.array(prev_pconv[0,0], prev_pconv[1,1])
                     j+=1
                 
-            
             if debug: 
                 import time
                 plotRes(first_trace_freqs[filt], real[filt], imag[filt], first_trace_mag[filt], first_trace_phase[filt], popt)
@@ -204,4 +244,229 @@ def semiauto_fit(self, bias_currents, vna_freqs, vna_mags, vna_phases, popt, deb
             if savedata:
                 self.save_fit(current, popt, pconv)
             
-        return np.unique(bias_currents), res_freqs, Qints, Qexts, magBacks
\ No newline at end of file
+        return np.unique(bias_currents), res_freqs, Qints, Qexts, magBacks
+
+
+class fit_fluxsweep_P():
+    def __init__(self, Flux_filepath, save_filepath, name):
+        #setup files
+        self.name = name
+        self.datadict = dd.DataDict(
+            current = dict(unit='A'),
+            
+            base_resonant_frequency = dict(axes = ['current']),
+            base_Qint = dict(axes = ['current']),
+            base_Qext = dict(axes = ['current']),
+            
+            base_resonant_frequency_error = dict(axes = ['current']),
+            base_Qint_error = dict(axes = ['current']),
+            base_Qext_error = dict(axes = ['current']),
+        )
+        self.datadir = save_filepath
+        self.writer = dds.DDH5Writer(self.datadir, self.datadict, name=self.name)
+        self.writer.__enter__()
+        
+        #Duffing/FS Data Extraction
+        duff_dicts = all_datadicts_from_hdf5(Flux_filepath)
+        duffDict = duff_dicts['data']
+        uvphDict = duffDict.extract('phase')
+        uvpoDict = duffDict.extract('power')
+        
+        #get the arrays back out
+        self.undriven_vna_phase = uvphDict.data_vals('phase')
+        self.undriven_vna_power = uvpoDict.data_vals('power')
+        
+        lin = 10**(self.undriven_vna_power/20)
+        
+        self.imag = lin * np.sin(self.undriven_vna_phase)
+        self.real = lin * np.cos(self.undriven_vna_phase)
+
+        self.vna_freqs = uvphDict.data_vals('frequency')*2*np.pi
+        self.currents = uvphDict.data_vals('current')
+        
+        num_currents = len(np.unique(self.currents))
+        num_freqs = len(self.currents)//num_currents
+        
+        self.shape = (num_currents, num_freqs)
+    
+    def rough_fit(self):
+        
+        '''
+        this code is hacky and has lots of inconsistent notation, watch out
+        before it gets fixed
+        '''
+        
+        current = np.reshape(self.currents,self.shape)
+        frequency = np.reshape(self.vna_freqs,self.shape)
+        phase = np.reshape(self.undriven_vna_phase,self.shape)
+        power = np.reshape(self.undriven_vna_power,self.shape)
+        
+        # the following basically accomplishes a centered finite difference
+    
+        diff1 = np.diff(phase,axis=1) #left to right
+        diff2 = np.flip(np.diff(np.flip(phase,axis=1),axis=1),axis=1) # right to left
+        diff = phase*0
+        diff[:,:-1] = diff[:,:-1] + diff1/2
+        diff[:,1:] = diff[:,1:] - diff2/2
+        
+        # then to find 'expectation value' of frequency, weighted by difference (which helps find smooth curve)
+        
+        current = current[:,0]
+        
+        res_point = current*0
+        rough_Q = current*0
+        rough_magBack = current*0
+        window_left = np.array(current*0,dtype=np.int32)
+        window_right = np.array(current*0,dtype=np.int32)
+        
+        for i in range(0,self.shape[0]):
+            
+            frequency_i = frequency[i,:]
+            diff_i = diff[i,:]
+            power_i = power[i,:]
+            
+            max_i = np.max(diff_i)
+            index = np.where(diff_i == max_i)[0][0]
+            res_point[i] = frequency_i[index]
+            
+            j = 0
+            
+            power_avg = np.mean(power_i) # usually close to zero, but just in case there's a significant slope
+            
+            peak_height = np.abs(power_i[index] -power_avg)
+            
+            ### linewidth estimation
+            
+            # check to left for the index at which the peak in the diff curve falls off by 80%
+            while(True):
+                
+                if (index+j == 0):
+                    break
+                
+                current_height = np.abs(power_i[index+j] -power_avg)
+
+                if (current_height < 0.5*peak_height):
+                    break
+                
+                j = j - 1
+                
+            left_index = index + j # save the index   
+            
+            window_left[i] = int(np.max([0, index+j*10])) # set the window to 5 x the kappa size
+                
+            j = 0 # then do the right side
+                
+            while(True):
+                
+                if (index+j > len(current)-1):
+                    break
+                
+                current_height = np.abs(power_i[index+j] - power_avg)
+                
+                if (current_height < 0.5*peak_height):
+                    break
+                
+                j = j + 1
+                
+            right_index = index + j   
+            
+            window_right[i] =  int(np.min([len(frequency_i)-1, index+j*10]))
+                   
+            # then the linewidth kappa will probabily be close to the
+            # frequency difference between the left and right indices
+            
+            rough_kappa = frequency_i[right_index] - frequency_i[left_index]
+            
+            rough_Q[i] = frequency_i[index]/rough_kappa
+            
+            lin = 10**(power[i,:] / 20.0)
+            
+            rough_magBack[i] = np.mean(lin)
+            
+            
+        self.rough_f0 = res_point
+        self.rough_Q = rough_Q
+        self.rough_magBack = rough_magBack
+        self.window_left = window_left
+        self.window_right = window_right
+    
+    def good_fit(self):
+        
+        current = np.reshape(self.currents,self.shape)
+        frequency = np.reshape(self.vna_freqs,self.shape)
+        imag = np.reshape(self.imag,self.shape)
+        real = np.reshape(self.real,self.shape)
+        phase = np.reshape(self.undriven_vna_phase,self.shape)
+        power = np.reshape(self.undriven_vna_power,self.shape)
+        
+        current = current[:,0]
+        frequency = frequency[0,:]
+        
+        f0_fit = current*0
+        Qint_fit = current*0
+        Qext_fit = current*0
+        
+        for i in range(0,len(current)):
+            bounds = self.default_bounds(self.rough_Q[i], self.rough_Q[i], self.rough_f0[i], self.rough_magBack[i])
+            
+            window_indices = range(self.window_left[i],self.window_right[i])
+            popt, pconv = fit(frequency[window_indices], real[i,window_indices], imag[i,window_indices], power[i,window_indices], phase[i,window_indices], Qguess=(self.rough_Q[i], self.rough_Q[i]), real_only = 0, bounds=bounds, f0Guess = self.rough_f0[i], magBackGuess = self.rough_magBack[i], phaseGuess = 0, debug = False)
+            
+            bounds = self.default_bounds(popt[0], popt[1], popt[2], self.rough_magBack[i])
+            
+            # fit again with the results of the first fit as guesses....this seems to improve convergence a lot
+            
+            popt, pconv = fit(frequency[window_indices], real[i,window_indices], imag[i,window_indices], power[i,window_indices], phase[i,window_indices], Qguess=(popt[0], popt[1]), real_only = 0, bounds=bounds, f0Guess = popt[2], magBackGuess = self.rough_magBack[i], phaseGuess = 0, debug = False)
+            
+            f0_fit[i] = popt[2]/(2*np.pi)
+            print(f0_fit[i])
+            Qint_fit[i] = popt[1]
+            Qext_fit[i] = popt[0]
+            if i == 30:
+                plotRes(frequency[window_indices],real[i,window_indices], imag[i,window_indices], power[i,window_indices], phase[i,window_indices],popt)
+                
+        self.f0_fit = f0_fit
+        self.Qint_fit = Qint_fit
+        self.Qext_fit = Qext_fit
+        
+        return current, frequency, imag, real, phase, power, bounds, window_indices
+        
+    def save_fit(self, current, base_popt, base_pconv): 
+        self.writer.add_data(
+            current = current, 
+            
+            base_resonant_frequency = base_popt[2]/(2*np.pi), 
+            base_Qint = base_popt[1], 
+            base_Qext = base_popt[0], 
+            
+            base_resonant_frequency_error = np.sqrt(base_pconv[2, 2])/(2*np.pi), 
+            base_Qint_error = np.sqrt(base_pconv[1, 1]), 
+            base_Qext_error = np.sqrt(base_pconv[0, 0]), 
+            )
+        
+    def default_bounds(self, QextGuess, QintGuess, f0Guess, magBackGuess):
+        return ([QextGuess / 1.5, QintGuess / 1.5, f0Guess/2, magBackGuess / 5.0, -2 * np.pi],
+                [QextGuess * 1.5, QintGuess +200, f0Guess*1.5, magBackGuess * 5.0, 2 * np.pi])
+
+FFS = fit_fluxsweep_P('//136.142.53.51/data001/Data/SH_5B1/fluxsweep/SNAIL/2021-10-21/2021-10-21_0002_fluxsweep_-60dBm/2021-10-21_0002_fluxsweep_-60dBm.ddh5','//136.142.53.51/data001/Data/SH_5B1/fluxsweep/SNAIL/fits','FFS_parallel')
+FFS.rough_fit()
+current, frequency, imag, real, phase, power, bounds, window_indices = FFS.good_fit()
+# FFS = fit_fluxsweep('//136.142.53.51/data001/Data/SA_3C1_3221/2021-11-12/2021-11-12_0001_fluxsweep_-73dBm/2021-11-12_0001_fluxsweep_-73dBm.ddh5',r'\\136.142.53.51\data001\Data\SA_3C1_3221\2021-11-12','finer_FFS')
+# FFS.initial_fit(8e9, QextGuess = 263, QintGuess = 321, magBackGuess = 0.1, bounds = None, smooth = False, smooth_win = 11, phaseOffGuess = 0, debug = True, adaptive_window = True, adapt_win_size = 300e6, start_current_index = 0)
+
+#%%
+
+# i = len(current)-1
+
+# popt, pconv = fit(frequency[window_indices], real[i,window_indices], imag[i,window_indices], power[i,window_indices], phase[i,window_indices], Qguess=(400, 400), real_only = 0, f0Guess = 7.53e9*2*np.pi, magBackGuess = 0.1, phaseGuess = 0, debug = True)
+# plotRes(frequency[window_indices]/(2*np.pi),real[i,window_indices], imag[i,window_indices], power[i,window_indices], phase[i,window_indices],popt)
+
+
+
+
+
+
+
+
+
+