Esempio n. 1
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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))
Esempio n. 2
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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)
Esempio n. 3
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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))
Esempio n. 4
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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())
Esempio n. 5
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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())
Esempio n. 6
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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)
Esempio n. 7
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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))
Esempio n. 8
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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"))
Esempio n. 9
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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))
Esempio n. 10
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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())