def main(): io = Io() io.eval_args() ret = {'ok': True} cmc = True base_doc = io.get_base_doc("ce3") for id in io.ids: id = id.replace("\"", "") doc = io.get_doc_db(id) if io.update: doc = io.update_cal_doc(doc, base_doc) ana = Analysis(doc) io.save_doc(ana.build_doc()) print(json.dumps(ret))
def main(): io = Io() io.eval_args() # holt Messdaten aus --db meas_doc = io.load_doc() # holt Konstanten ect. aus --db base_doc = io.get_base_doc("se2") # merge der beiden Dokumente doc = io.update_cal_doc(meas_doc, base_doc) res = Analysis(doc) # Berechnungen-Klasse leitet vom Standard se2 ab cal = Cal(doc) print(cal.Date.parse_labview_date("Date")) print(cal.ToDo.Pres.get_value("target", "mbar")) # Unsicherheits-Klasse leitet auch vom Standard se2 ab unc = Uncert(doc) ## Bsp. Berechn. Kalibrierdruck, Unsicherh. cal.pressure_cal(res) unc.temperature_vessel(res)
def main(): io = Io() io.eval_args() ret = {'ok': True} cmc = False base_doc = io.get_base_doc("se3") for id in io.ids: doc = io.get_doc_db(id) if io.update: doc = io.update_cal_doc(doc, base_doc) cal = Cal(doc) ana = Analysis(doc, analysis_type="direct") cus_dev = init_customer_device(doc) cus_dev.range_trans(ana) cal.temperature_comp(ana) cal.temperature_gas_direct(ana) cal.pressure_gn_corr(ana) cal.pressure_gn_mean(ana) temperature_dict = ana.pick_dict('Temperature', 'compare') gas = cal.Aux.get_gas() ind_dict = cal.Pres.get_dict('Type', 'ind') offset_dict = cal.Pres.get_dict('Type', 'ind_offset') range_dict = cal.Range.get_dict('Type', 'ind') ind = cus_dev.pressure(ind_dict, temperature_dict, range_dict=range_dict, unit=ana.pressure_unit, gas=gas) offset = cus_dev.pressure(offset_dict, temperature_dict, range_dict=range_dict, unit=ana.pressure_unit, gas=gas) ana.store("Pressure", "ind", ind, ana.pressure_unit) ana.store("Pressure", "offset", offset, ana.pressure_unit) ana.store("Pressure", "ind_corr", ind - offset, ana.pressure_unit) # error for rating procedures p_ind = ana.pick("Pressure", "ind_corr", cal.unit) p_cal = ana.pick("Pressure", "cal", cal.unit) ana.store('Error', 'ind', p_ind / p_cal - 1.0, '1') ## uncert. calculation uncert = Uncert(doc) ## we have cmc entries for the FRS ## so we can use the GN uncertainty u = uncert.contrib_pressure_fill(p_cal, cal.unit) ana.store("Uncertainty", "standard", u / p_cal, "1") io.save_doc(ana.build_doc()) print(json.dumps(ret))
def main(): io = Io() io.eval_args() args = sys.argv fail = False ret = {'ok': True} if '--ids' in args: idx_ids = args.index('--ids') + 1 try: ids = args[idx_ids].split(';') except: fail = True if '-u' in args: update = True else: update = False if not fail and len(ids) > 0: base_doc = io.get_base_doc("dkm_ppc4") for id in ids: doc = io.get_doc_db(id) if update: doc = io.update_cal_doc(doc, base_doc) cus_dev = init_customer_device(doc) res = Analysis(doc) uncert = Uncert(doc) cal = Cal(doc) cal.temperature(res) cal.temperature_correction(res) cal.pressure_res(res) cal.mass_total(res) cal.pressure_cal(res) # cal uncert of standard uncert.total(res) ## calculate customer indication gas = cal.Aux.get_gas() ## todo meas temp room, gas temperature_dict = {} offset_dict = cal.Pres.get_dict('Type', 'ind_offset') ind_dict = cal.Pres.get_dict('Type', 'ind') offset = cus_dev.pressure(offset_dict, temperature_dict, unit=cal.unit, gas=gas) ind = cus_dev.pressure(ind_dict, temperature_dict, unit=cal.unit, gas=gas) ind_corr = ind - offset res.store("Pressure", "offset", offset, cal.unit) res.store("Pressure", "ind", ind, cal.unit) res.store("Pressure", "ind_corr", ind_corr, cal.unit) # error for rating procedures p_ind_corr = res.pick("Pressure", "ind_corr", cal.unit) p_cal = res.pick("Pressure", "cal", cal.unit) res.store('Error', 'ind', p_ind_corr / p_cal - 1, '1') cus_dev.range_trans(res) print(p_ind_corr / p_cal - 1) io.save_doc(res.build_doc())
def main(): io = Io() io.eval_args() args = sys.argv fail = False ret = {'ok': True} if '--ids' in args: idx_ids = args.index('--ids') + 1 try: ids = args[idx_ids].split(';') except: fail = True if '-u' in args: update = True else: update = False if not fail and len(ids) > 0: base_doc = io.get_base_doc("frs5") for id in ids: doc = io.get_doc_db(id) if update: doc = io.update_cal_doc(doc, base_doc) cal = Cal(doc) res = Analysis(doc) uncert = Uncert(doc) cal.temperature(res) cal.pressure_res(res) cal.pressure_cal(res) uncert.total_standard(res) gas = cal.Aux.get_gas() devs = ( "1T_1", "1T_2", "1T_3", "5T_1", "10T_1", "10T_2", "10T_3", "50T_1", "100T_1", "100T_2", "100T_3", ) p_cal = res.pick("Pressure", "cal", cal.unit) for dev in devs: p_offset = cal.Pres.get_value('{}-offset'.format(dev), cal.unit) p_ind = cal.Pres.get_value('{}-ind'.format(dev), cal.unit) p_ind_corr = p_ind - p_offset res.store("Pressure", '{}-offset'.format(dev), p_offset, cal.unit) res.store("Pressure", '{}-ind'.format(dev), p_ind, cal.unit) res.store("Pressure", '{}-ind_corr'.format(dev), p_ind_corr, cal.unit) res.store('Error', '{}-ind'.format(dev), p_ind_corr / p_cal - 1, '1') print(dev) print("----------------------------") print(p_ind_corr / p_cal - 1) print("----------------------------") print("----------------------------") print(p_cal) io.save_doc(res.build_doc())
def main(): io = Io() io.eval_args() args = sys.argv fail = False ret = {'ok': True} unit = "Pa" if '--ids' in args: idx_ids = args.index('--ids') + 1 try: ids = args[idx_ids] ids = ids.split('@') except: fail = True if not fail and len(ids) > 0: for id in ids: id = id.replace("\"", "") ## ------------------------- ## se3 ## ------------------------- base_doc_se3 = io.get_base_doc("se3") doc = io.get_doc_db(id) doc = io.update_cal_doc(doc, base_doc_se3) res = Analysis(doc, analysis_type="expansion") uncert_se3 = UncertSe3(doc) cal_se3 = CalSe3(doc) f_names = cal_se3.get_expansion_name() f_name = f_names[0] cal_se3.pressure_gn_corr(res) cal_se3.pressure_gn_mean(res) cal_se3.temperature_before(res) cal_se3.temperature_after(res) cal_se3.real_gas_correction(res) cal_se3.correction_delta_height(res) rg = res.pick("Correction", "rg", "1") dh = res.pick("Correction", "delta_heigth", "1") p_0 = res.pick("Pressure", "fill", unit) T_0 = res.pick("Temperature", "before", "K") T_1 = res.pick("Temperature", "after", "K") u_p_0 = uncert_se3.contrib_pressure_fill(p_0, unit, skip_type="A") u_T_1 = uncert_se3.contrib_temperature_vessel(T_1, "K", skip_type="A") u_T_0 = uncert_se3.contrib_temperature_volume_start(T_0, "K", f_names, skip_type="A") ## ------------------------- ## p_nd ## ------------------------- customer_device = doc['Calibration']['CustomerObject'] CustomerDevice = Cdg(doc, customer_device) temperature_dict = res.pick_dict('Temperature', 'before') gas = cal_se3.get_gas() ind_dict = cal_se3.Pres.get_dict('Type', 'nd_ind') offset_dict = cal_se3.Pres.get_dict('Type', 'nd_offset') ind = CustomerDevice.pressure(ind_dict, temperature_dict, unit=unit, gas=gas) offset = CustomerDevice.pressure(offset_dict, temperature_dict, unit=unit, gas=gas) p_nd = ind - offset u_p_nd = CustomerDevice.get_total_uncert(p_nd, unit, unit, skip_type="A") ## ------------------------- ## frs5 ## ------------------------- base_doc_frs5 = io.get_base_doc("frs5") doc = io.update_cal_doc(doc, base_doc_frs5) res = Analysis(doc, analysis_type="expansion") cal_frs = CalFrs(doc) res = Analysis(doc) uncert = UncertFrs(doc) cal_frs.temperature(res) cal_frs.pressure_res(res) cal_frs.pressure_cal(res) uncert.total_standard(res, no_type_a=True) p_1 = res.pick("Pressure", "cal", unit) u_p_1 = res.pick("Uncertainty", "standard", "1") * p_1 ## ------------------------- ## f ## ------------------------- corr_tem = T_0 / T_1 f = (p_1 - p_nd) / (p_0 * rg * dh) * corr_tem s_p_1 = 1 / p_0 * corr_tem s_p_0 = -(p_1 - p_nd) / (p_0**2) * corr_tem s_p_nd = 1 / p_0 * corr_tem s_T_0 = (p_1 - p_nd) / (p_0) / T_1 s_T_1 = -(p_1 - p_nd) / (p_0) * T_0 / T_1**2 uc_p_1 = (s_p_1 * u_p_1) uc_p_0 = (s_p_0 * u_p_0) uc_p_nd = (s_p_nd * u_p_nd) uc_T_1 = (s_T_1 * u_T_1) uc_T_0 = (s_T_0 * u_T_0) u = (uc_p_1**2 + uc_p_0**2 + uc_p_nd**2 + uc_T_1**2 + uc_T_0**2)**0.5 res.store("Expansion", f_name, f, "1") res.store("Pressure", "nd_offset", offset, unit) res.store("Pressure", "nd_corr", p_nd, unit) res.store("Uncertainty", "nd_corr", u_p_nd, unit) res.store("Pressure", "fill", p_0, unit) res.store("Uncertainty", "fill", u_p_0, unit) res.store("Pressure", "cal", p_1, unit) res.store("Uncertainty", "cal", u_p_1 * p_1, unit) res.store("Temperature", "before", T_0, "K") res.store("Temperature", "after", T_1, "K") res.store("Uncertainty", "before", u_T_0, "K") res.store("Uncertainty", "after", u_T_1, "K") res.store("Uncertainty", "total", u, "1") res.store("Correction", "delta_heigth", dh, "1") res.store("Correction", "rg", rg, "1") res.store("Correction", "temperature", corr_tem, "1") doc = res.build_doc() doc["Calibration"]["Standard"] = [ base_doc_se3["Standard"], base_doc_frs5["Standard"] ] io.save_doc(doc) print("------------------- p_nd:") print(p_nd) print(ind_dict["SdValue"]) print(offset_dict["SdValue"]) print("-------------------u p_0:") print(u_p_0 / p_0) print("-------------------u p_1:") print(u_p_1) print("-------------------u p_nd:") print(u_p_nd) #f = np.delete(f, f.argmin()) #f = np.delete(f, f.argmax()) print("-------------------f:") print(f) print(np.mean(f)) print(np.std(f)) print(np.std(f) / np.mean(f)) print(np.std(f) / np.mean(f) / (len(f) - 1)**0.5) print("-------------------u:") print(u / f)
def main(): io = Io() io.eval_args() args = sys.argv fail = False ret = {'ok': True} # with open(".\script\se2\input.json") as input_json: # print(json.load(input_json)) if '--ids' in args: idx_ids = args.index('--ids') + 1 try: ids = args[idx_ids] ids = ids.split('@') except: fail = True if '-u' in args: # erzeugt Einträge für KOnstatne und Calibrierobjekte update = True else: update = False if not fail and len(ids) > 0: base_doc = io.get_base_doc("se2") for id in ids: id = id.replace("\"", "") doc = io.get_doc_db(id) if update: doc = io.update_cal_doc(doc, base_doc) ana = Analysis(doc, analysis_type="expansion") cal = Cal(doc) if 'CustomerObject' in doc['Calibration']: customer_device = doc['Calibration']['CustomerObject'] dev_class = customer_device.get('Class', "generic") if dev_class == 'SRG': CustomerDevice = Srg(doc, customer_device) if dev_class == 'CDG': CustomerDevice = Cdg(doc, customer_device) if dev_class == 'RSG': CustomerDevice = Rsg(doc, {}) cal.temperature_after(ana) cal.temperature_room(ana) cal.pressure_cal(ana) cal.pressure_ind(ana) cal.pressure_offset(ana) cal.pressure_indication_error(ana) #cal.measurement_time(ana) cal.faktor(ana) cal.range(ana) io.save_doc(ana.build_doc()) else: ret = {"error": "no --ids found"} # print writes back to relay server by writing to std.out print(json.dumps(ret))
def main(): io = Io() # holt Messdaten aus --db io.eval_args() meas_doc = io.load_doc() # holt Konstanten ect. aus --db base_doc = io.get_base_doc("se2") # merge der beiden Dokumente doc = io.update_cal_doc(meas_doc, base_doc) ana = Analysis(doc) res = Result(doc) val = Values(doc) # Berechnungen-Klasse leitet vom Standard se2 ab cal = Cal(doc) # Unsicherheits-Klasse leitet auch vom Standard se2 ab unc = Uncert(doc) cal.temperature_after(ana) cal.temperature_room(ana) cal.pressure_cal(ana) cal.pressure_ind(ana) cal.pressure_offset(ana) cal.pressure_indication_error(ana) cal.measurement_time(ana) cal.reject_outliers_index(ana) cal.make_main_maesurement_index(ana) cal.make_pressure_range_index(ana) cal.fit_thermal_transpiration(ana) cal.make_AuxValues_section(ana) unc.make_offset_stability(ana) unc.repeat_rel(ana) unc.u_PTB_rel(ana) unc.total(ana) res.make_error_table(ana) res.make_formula_section(ana) # key = self.Pres.round_to_n(p_cal, 2) # p_cal = [np.mean(g.values.tolist()) for _, g in pd.DataFrame(p_cal).groupby(key)] #print(pd.Series(ana.pick("Pressure","cal","mbar"))) #print(pd.DataFrame(ana.pick("Pressure","cal","mbar")).head()) doc = ana.build_doc("Analysis", doc) doc = res.build_doc("Result", doc) io.save_doc(doc) disp = Display(doc) disp.SE2_CDG_offset_abs().savefig("offset_stability_abs_" + str(doc["Calibration"]["Certificate"]) + ".pdf") disp.SE2_CDG_offset_rel().savefig("offset_stability_rel_" + str(doc["Calibration"]["Certificate"]) + ".pdf") disp.SE2_CDG_error_plot().savefig("fit_thermal_transpiration_" + str(doc["Calibration"]["Certificate"]) + ".pdf") print("*******") p_cal = ana.pick("Pressure", "cal", "mbar") print("*******") res.ToDo.make_average_index(p_cal, "mbar") print(res.ToDo.average_index) print(5 < 3 < 5) a = np.pi**50 print(val.round_to_uncertainty(a, 0.097, 2)) print(val.round_to_uncertainty_array([123, 456, 789], [0.01, 1, 10], 2)) print(val.round_to_uncertainty(0., 0.01, 2)) print(doc["Calibration"]["CustomerObject"]["Class"]) print(doc["Calibration"]["CustomerObject"]["Owner"]["Name"]) print(doc["Calibration"]["ToDo"]["Name"]) print(doc["Calibration"]["ToDo"]["Values"]["Pressure"]["Unit"]) print(doc["Calibration"]["ToDo"]["Type"]) print(val.unit_convert(5, "Torr", "mbar")) print(val.unit_convert(5, "Torr")) print(val.unit_convert(np.asarray([1, 2, 3, 4]), "Torr")) print(val.unit_convert(np.asarray([1, 2, 3, 4]), "C")) print(val.unit_convert(np.asarray([1, 2, 3, 4]), "C", "K")) print(val.unit_convert(np.asarray([1, 2, 3, 4]), "K", "C")) print(cal.Cons.get_conv("mbar", "Torr")) print(val.get_object("Type", "p_fill")) print(cal.Cons.get_conv("C", "K"))
def main(): io = Io() io.eval_args() ret = {'ok':True} cmc = True base_doc = io.get_base_doc("se3") for id in io.ids: id = id.replace("\"", "") doc = io.get_doc_db(id) if io.update: doc = io.update_cal_doc(doc, base_doc) cal = Cal(doc) if io.auxval: ## get new the AuxValues from related (meas_date) state measurement meas_date = cal.Date.first_measurement() state_doc = io.get_state_doc("se3", date=meas_date) ana = Analysis(doc, analysis_type="expansion") cal.insert_state_results(ana, state_doc) else: ## keep AuxValues from Calibration.Analysis.AuxValues auxvalues = doc.get('Calibration').get('Analysis', {}).get('AuxValues', {}) ana = Analysis(doc, insert_dict={'AuxValues': auxvalues}, analysis_type="expansion") cus_dev = init_customer_device(doc) uncert = Uncert(doc) cal.pressure_gn_corr(ana) cal.pressure_gn_mean(ana) cal.deviation_target_fill(ana) cal.temperature_before(ana) cal.temperature_after(ana) cal.temperature_room(ana) cal.temperature_gas_expansion(ana) cal.real_gas_correction(ana) cal.volume_add(ana) cal.volume_start(ana) cal.expansion(ana) cal.pressure_rise(ana) cal.correction_delta_height(ana) cal.correction_f_pressure(ana) cal.pressure_cal(ana) cal.error_pressure_rise(ana) cal.deviation_target_cal(ana) ## uncert. calculation if cmc: # bis update CMC Einträge --> vorh. CMC Einträge # cal uncertainty of standard uncert.cmc(ana) else: uncert.define_model() uncert.gen_val_dict(ana) uncert.gen_val_array(ana) uncert.volume_start(ana) uncert.volume_5(ana) uncert.pressure_fill(ana) uncert.temperature_after(ana) uncert.temperature_before(ana) uncert.expansion(ana) uncert.total(ana) ## calculate customer indication gas = cal.Aux.get_gas() temperature_dict = ana.pick_dict('Temperature', 'after') offset_dict = cal.Pres.get_dict('Type', 'ind_offset' ) ind_dict = cal.Pres.get_dict('Type', 'ind' ) range_dict = cal.Range.get_dict('Type', 'ind' ) offset = cus_dev.pressure(offset_dict, temperature_dict, range_dict=range_dict, unit = cal.unit, gas=gas) ind = cus_dev.pressure(ind_dict, temperature_dict, range_dict=range_dict, unit = cal.unit, gas=gas) ana.store("Pressure", "offset", offset, cal.unit) ana.store("Pressure", "ind", ind, cal.unit) ana.store("Pressure", "ind_corr", ind - offset, cal.unit) p_ind = ana.pick("Pressure", "ind_corr", cal.unit) p_cal = ana.pick("Pressure", "cal" , cal.unit) if cal.ToDo.type == "error": ana.store('Error', 'ind', p_ind/p_cal-1, '1') cus_dev.range_trans(ana) if cal.ToDo.type == "sigma": ana.store('Error', 'ind', p_ind/p_cal-1, '1') ## used for check analysis ana.store('Sigma', 'eff', p_ind/p_cal, '1') io.save_doc(ana.build_doc()) print(json.dumps(ret))
def main(): io = Io() io.eval_args() doc = io.load_doc() unit = "Pa" if doc: ## save the doc in ana.org res = Analysis(doc, analysis_type='expansion') const = Constants(doc=doc) val = Values({}) ## ------------------------- ## SE3 ## ------------------------- base_doc_se3 = io.get_base_doc("se3") se3_doc = io.update_cal_doc(doc, base_doc_se3) se3_calc = Se3Calc(se3_doc) uncert_se3 = Se3Uncert(se3_doc) f_names = se3_calc.get_expansion_name() f_name = f_names[0] se3_calc.temperature_before(res) se3_calc.temperature_after(res) se3_calc.temperature_room(res) se3_calc.pressure_gn_corr(res) se3_calc.pressure_gn_mean(res) se3_calc.expansion(res) se3_calc.time_meas(res) se3_calc.real_gas_correction(res) rg = res.pick("Correction", "rg", "1") p_0 = res.pick("Pressure", "fill", "Pa") p_1 = res.pick("Pressure", "cal", "Pa") T_0 = res.pick("Temperature", "before", "K") T_1 = res.pick("Temperature", "after", "K") u_p_0 = uncert_se3.contrib_pressure_fill(p_0, unit, skip_type="A") u_T_1 = uncert_se3.contrib_temperature_vessel(T_1, "K", skip_type="A") u_T_0 = uncert_se3.contrib_temperature_volume_start(T_0, "K", f_names, skip_type="A") res.store("Pressure", "fill", p_0, unit) res.store("Uncertainty", "fill", u_p_0, unit) res.store("Temperature", "before", T_0, "K") res.store("Temperature", "after", T_1, "K") res.store("Uncertainty", "before", u_T_0, "K") res.store("Uncertainty", "after", u_T_1, "K") res.store("Correction", "rg", rg, "1") ## old Standard section does not have delta_heigth ## values ## dh correction for f_s = 0.9999609272217588 dh = 0.9999609272217588 res.store("Correction", "delta_heigth", np.full(len(p_0), dh), "1") ## ------------------------- ## frs5 ## ------------------------- base_doc_frs5 = io.get_base_doc("frs5") frs_doc = io.update_cal_doc(doc, base_doc_frs5) cal_frs = FrsCalc(frs_doc) uncert = FrsUncert(frs_doc) cal_frs.temperature(res) cal_frs.pressure_res(res) cal_frs.pressure_cal(res) uncert.total_standard(res, no_type_a=True) p_1 = res.pick("Pressure", "cal", unit) u_p_1 = res.pick("Uncertainty", "standard", "1") res.store("Pressure", "cal", p_1, unit) res.store("Uncertainty", "cal", u_p_1 * p_1, unit) ## ------------------------- ## p_nd ## ------------------------- pres = Pressure(doc) auxval = AuxValues(doc) time = Time(doc) p_nd_offset_before = auxval.get_value("nd_offset_before", "mbar") p_nd_offset_after = auxval.get_value("nd_offset_after", "mbar") if p_nd_offset_after: p_nd_offset = (p_nd_offset_before + p_nd_offset_after) / 2 else: p_nd_offset = p_nd_offset_before p_nd_ind = pres.get_value("nd_ind", "mbar") conv = const.get_conv(from_unit="mbar", to_unit=unit) p_nd = (p_nd_ind - p_nd_offset) * conv CustomerDevice = Cdg(doc, io.get_doc_db("cob-cdg-nd_se3")) u_p_nd = CustomerDevice.get_total_uncert(p_nd_ind, unit, unit, skip_type="A") res.store("Pressure", "nd_corr", p_nd, unit) res.store("Uncertainty", "nd_corr", u_p_nd, unit) ## ------------------------- # Unsicherheit Ausgasung: ## ------------------------- p_rise_rate = 3e-8 #Pa/s gemessen: 2019-01-18 08:40:27 (s. state docs) t = time.get_rmt("amt_meas", "ms") conv = const.get_conv(from_unit="ms", to_unit="s") p_rise = p_rise_rate * t * conv u_p_rise = 0.2 # Druckanstieg 20% Unsicher res.store("Pressure", "rise", p_rise, unit) res.store("Uncertainty", "rise", p_rise * u_p_rise / p_1, "1") ## ------------------------- # f: ## ------------------------- p_a = p_1 - p_nd + p_rise p_b = p_0 * rg * dh n = len(p_a) x = np.full(n, 0.0) y = np.full(n, 0.0) for i in range(n): # y[i] = p_a[i]/p_b[i]*T_0[i]/T_1[i] ## okish if i == 0: y[i] = p_a[i] x[i] = p_b[i] * T_0[i] / T_1[i] else: #x[i] = p_a[i - 1]/T_1[i -1]*T_0[i]/p_0[i] ## okish y[i] = p_a[i] - p_a[i - 1] * T_1[i] / T_1[i - 1] x[i] = p_b[i] * T_1[i] / T_0[i] - p_a[i - 1] * T_1[i] / T_1[i - 1] f = y / x f = np.delete(f, f.argmin()) f = np.delete(f, f.argmax()) print(np.mean(f)) print(np.std(f) / np.mean(f)) ## ------------------------- # save ## ------------------------- io.save_doc(res.build_doc())