From 7791ba22846292e518ec6e2fb3d8cccaa7bbad36 Mon Sep 17 00:00:00 2001 From: Radonirinaunimi Date: Mon, 8 Jan 2024 21:43:29 +0100 Subject: [PATCH] add CMS_WPWM_8TEV_MUON --- buildmaster/CMS_WPWM_8TEV_MUON/data.yaml | 23 + buildmaster/CMS_WPWM_8TEV_MUON/filter.py | 425 +++++ .../CMS_WPWM_8TEV_MUON/kinematics.yaml | 265 +++ buildmaster/CMS_WPWM_8TEV_MUON/metadata.yaml | 50 + .../HEPData-ins1426517-v1-Table_1.yaml | 271 +++ .../HEPData-ins1426517-v1-Table_2.yaml | 271 +++ .../HEPData-ins1426517-v1-Table_4.yaml | 1464 +++++++++++++++++ .../HEPData-ins1426517-v1-Table_5.yaml | 1464 +++++++++++++++++ .../CMS_WPWM_8TEV_MUON/uncertainties.yaml | 1198 ++++++++++++++ buildmaster/dataset_names.yml | 1 + 10 files changed, 5432 insertions(+) create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/data.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/filter.py create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/kinematics.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/metadata.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_1.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_2.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_4.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_5.yaml create mode 100644 buildmaster/CMS_WPWM_8TEV_MUON/uncertainties.yaml diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/data.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/data.yaml new file mode 100644 index 0000000000..cd09bd6c66 --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/data.yaml @@ -0,0 +1,23 @@ +data_central: +- 743700.0 +- 749500.0 +- 751900.0 +- 755000.0 +- 761900.0 +- 766000.0 +- 774400.0 +- 774600.0 +- 776400.0 +- 771100.0 +- 748300.0 +- 569000.0 +- 568900.0 +- 564100.0 +- 556100.0 +- 549600.0 +- 535700.0 +- 521400.0 +- 508300.0 +- 487700.0 +- 466600.0 +- 439800.0 diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/filter.py b/buildmaster/CMS_WPWM_8TEV_MUON/filter.py new file mode 100644 index 0000000000..efb5210a15 --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/filter.py @@ -0,0 +1,425 @@ +import numpy as np +import pandas as pd +import pathlib +import yaml + +from validphys.commondata_utils import covmat_to_artunc + + +MW_VALUE = 80.398 # GeV +SQRT_S = 8_000.0 # GeV +NORM_FACTOR = 1e3 # Convert pb -> fb + +# Correct tables to read values [[W+/W-]] +TABLES = {1: [0], 2: [0]} # {table_id: [indexes]} +NB_POINTS = [11, 11] # [N_W+/-] + +# MAP Boson string to M values +MAP_TABLE = {1: "W", 2: "W"} +MAP_BOSON = {"W": MW_VALUE} + +# Table ID corresponding to the correlation matrix +SYST_CORRMAT_ID = 4 +STAT_CORRMAT_ID = 5 + + +def load_yaml(table_id: int, version: int = 1) -> dict: + """Load the HEP data table in yaml format. + + Parameters + ---------- + table_id: int + table ID number + + Returns + ------- + dict: + ditionary containing the table contents + + """ + filename = f"HEPData-ins1426517-v{version}-Table_{table_id}" + table = pathlib.Path(f"./rawdata/{filename}.yaml") + + return yaml.safe_load(table.read_text()) + + +def read_metadata() -> tuple[int, int, list]: + """Read the version and list of tables from metadata. + + Returns + ------- + tuple(int, list): + data version and list of hepdata tables + + """ + metadata = pathlib.Path("./metadata.yaml") + content = yaml.safe_load(metadata.read_text()) + + version = content["hepdata"]["version"] + nb_datapoints = sum(content["implemented_observables"][0]["npoints"]) + tables = content["implemented_observables"][0]["tables"] + + return version, nb_datapoints, tables + + +def get_kinematics(hepdata: dict, bin_index: list, boson: str = "W") -> list: + """Read the version and list of tables from metadata. + + Parameters + ---------- + hepdata: dict + dictionary containing all data info + bin_index: list + list of Non-empty bin index + + Returns + ------- + tuple(int, list): + data version and list of hepdata tables + + """ + rapbins = hepdata["independent_variables"][0]["values"] + + kinematics = [] + for bins in bin_index: + ymin = float(rapbins[bins]["low"]) + ymax = float(rapbins[bins]["high"]) + kin_value = { + "y": {"min": ymin, "mid": 0.5 * (ymin + ymax), "max": ymax}, + "M2": {"min": None, "mid": MAP_BOSON[boson] ** 2, "max": None}, + "sqrt_s": {"min": None, "mid": SQRT_S, "max": None}, + } + kinematics.append(kin_value) + + return kinematics + + +def get_data_values(hepdata: dict, bin_index: list, indx: int = 0) -> list: + """Extract the central values from the HepData yaml file. + + Parameters + ---------- + hepdata: dict + dictionary containing all data info + bin_index: list + list of Non-empty bin index + idx: int + index from which to read the central value, default=0 + + Returns + ------- + list: + list of dictionaries whose contents are the central values + + """ + central = hepdata["dependent_variables"][indx]["values"] + + return [NORM_FACTOR * central[i]["value"] for i in bin_index] + + +def get_errors( + hepdata: dict, bin_index: list, central: list, indx: int = 0 +) -> dict: + """Extract the error values from the HepData yaml file. + + Parameters + ---------- + hepdata: dict + dictionary containing all data info + bin_index: list + list of Non-empty bin index + central: list + list containing the central values + indx: int + index from which the errors will be read + + Returns + ------- + list: + list of dictionaries whose contents are the various + source of uncertainties + + """ + errors = hepdata["dependent_variables"][indx]["values"] + + stat, sys_corr, sys_lumi = [], [], [] + for idx in bin_index: + stat.append(NORM_FACTOR * errors[idx]["errors"][0]["symerror"]) + sys_corr.append(NORM_FACTOR * errors[idx]["errors"][1]["symerror"]) + + # Fix luminosity uncertainty to be 2.6% + # sys_lumi.append(NORM_FACTOR * errors[idx]["errors"][2]["symerror"]) + sys_lumi.append(2.6 * 1e-2 * central[idx]) + + return {"stat": stat, "sys_corr": sys_corr, "sys_lumi": sys_lumi} + + +def read_corrmatrix(nb_datapoints: int, unc_hepdata: int) -> np.ndarray: + """Read the covariance matrix from a given HepData table. + + Parameters + ---------- + nb_datapoints: int + total number of datapoints + unc_hepdata: int + HepData table ID corresponding to the covmat + + Returns + ------- + list: (nb_datapoints,) + entries of the corr/cov-mat as a list + + """ + unc_loaded = load_yaml(table_id=unc_hepdata) + df = pd.DataFrame(unc_loaded['dependent_variables'][0]['values']) + + return df['value'].values.reshape(nb_datapoints, nb_datapoints) + + +def process_corrmat(corrmat: np.ndarray, uncs: list) -> np.ndarray: + """Process the correlation matrix by multiplying with the errors. + + Parameters + ---------- + corrmat: np.ndarray + a squared matrix representing the corrmat + sys: list + a vector containing the correlatdd systematics + + Returns + ------- + np.ndarray: + covariance matrix multiplied by the total systematics + + """ + corrmat_sys = np.zeros(corrmat.shape) + + for i in range(corrmat.shape[0]): + for j in range(corrmat.shape[-1]): + corrmat_sys[i][j] = (corrmat[i][j] / 100.0) * uncs[i] * uncs[j] + + return corrmat_sys.flatten() + + +def generate_artificial_unc(**kwargs) -> np.ndarray: + """A wrapper around `covmat_to_artunc` to return an array. + + Returns + ------- + np.ndarray: + a squared matrix with artificial uncertainties + """ + artunc = covmat_to_artunc(**kwargs) + return np.array(artunc) + + +def concatenate_dicts(multidict: list[dict]) -> dict: + """Given a list of dictionaries combined the values. + + Parameters + ---------- + multidict: list[dict] + list of dictionaries with the same keys + + Returns + ------- + dict: + dictionary whose keys are combined + """ + new_dict = {} + for key in multidict[0].keys(): + new_dict[key] = [] + for element in multidict: + new_dict[key] += element[key] + + return new_dict + + +def format_uncertainties( + uncs: dict, artunc_syst: np.ndarray, artunc_stat: np.ndarray +) -> list: + """Format the uncertainties to be dumped into the yaml file. + + Parameters + ---------- + uncs: dict + dictionary containing the various source of uncertainties + artunc: np.ndarray + array of the artificial systematic uncertainties + artunc_stat: np.ndarray + array of the artificial statistical uncertainties + + Returns + ------- + list: + list of ditionaries whose elements are the various errors + + """ + combined_errors = [] + + assert artunc_syst.shape == artunc_stat.shape + artunc = artunc_syst.tolist() + for idat in range(len(artunc)): + error_value = {} + + # Construct the correlated systematics + for jdat, value in enumerate(artunc_syst[idat]): + error_value[f"sys_corr_{jdat + 1}"] = float(value) + + # Construct the correlated statistics + for jdat, value in enumerate(artunc_stat[idat]): + error_value[f"corr_stat_{jdat + 1}"] = float(value) + + error_value["stat"] = uncs["stat"][idat] + error_value["sys_luminosity"] = uncs["sys_lumi"][idat] + combined_errors.append(error_value) + + return combined_errors + + +def dump_commondata( + kinematics: list, + data: list, + errors: list, + nb_syscorr: int, + nb_statcorr: int, +) -> None: + """Function that generates and writes the commondata files. + + Parameters + ---------- + kinematics: list + list containing the kinematic values + data: list + list containing the central values + errors: list + list containing the different errors + nb_syscorr: int + number of source of Systematics + nb_statcorr: int + number of source of correlated statistical errors + + """ + error_definition = { + f"sys_corr_{i + 1}": { + "description": "Correlated systematic uncertainties", + "treatment": "MULT", + "type": "CORR", + } + for i in range(nb_syscorr) + } + + for i in range(nb_statcorr): + error_definition[f"corr_stat_{i + 1}"] = { + "description": "Correlated statistical uncertainties", + "treatment": "ADD", + "type": "CORR", + } + + error_definition["stat"] = { + "description": "Uncorrelated statistical uncertainties", + "treatment": "ADD", + "type": "UNCORR", + } + + error_definition["sys_luminosity"] = { + "description": "CMS normalization luminosity uncertainty", + "treatment": "MULT", + "type": "CMSLUMI12", + } + + with open("data.yaml", "w") as file: + yaml.dump({"data_central": data}, file, sort_keys=False) + + with open("kinematics.yaml", "w") as file: + yaml.dump({"bins": kinematics}, file, sort_keys=False) + + with open("uncertainties.yaml", "w") as file: + yaml.dump( + {"definitions": error_definition, "bins": errors}, + file, + sort_keys=False, + ) + + +def main_filter() -> None: + """Main driver of the filter that produces commmondata. + + There are two main different sources of uncertainties. + + 1. Statistical uncertainties: ADD, UNCORR + + 2. Correlated Systematic uncertainties: MULT, CORR: + constructed from the covariance matrix provided with the + measurements + + 3. Correlated Statistical uncertainties: ADD, CORR: + constructed from the covariance matrix provided with the + measurements + + 4. CMS luminosity uncertainty: MULT, CMSLUMI12 + + """ + version, _, _ = read_metadata() + nbpoints = sum(NB_POINTS) + + nbp_idx = 0 + comb_kins, comb_data = [], [] + combined_errors = [] + for tabid in TABLES.keys(): # Loop over tables + for idx in TABLES[tabid]: # Loop over Bosons [W+/-] + bin_index = [i for i in range(NB_POINTS[nbp_idx])] + yaml_content = load_yaml(table_id=tabid, version=version) + + # Extract the kinematic, data, and uncertainties + kinematics = get_kinematics( + yaml_content, bin_index, MAP_TABLE[tabid] + ) + data_central = get_data_values(yaml_content, bin_index, indx=idx) + uncertainties = get_errors( + yaml_content, bin_index, data_central, indx=idx + ) + + # Collect all the results from different tables + comb_kins += kinematics + comb_data += data_central + combined_errors.append(uncertainties) + + nbp_idx += 1 + + errors_combined = concatenate_dicts(combined_errors) + + # Load the correlation matrices + syst_corrmat = read_corrmatrix(nbpoints, unc_hepdata=SYST_CORRMAT_ID) + # TODO: fix the following + # stat_corrmat = read_corrmatrix(nbpoints, unc_hepdata=STAT_CORRMAT_ID) + stat_corrmat = read_corrmatrix(nbpoints, unc_hepdata=SYST_CORRMAT_ID) + + process_systcorr = process_corrmat(syst_corrmat, errors_combined["stat"]) + process_statcorr = process_corrmat( + stat_corrmat, errors_combined["sys_corr"] + ) + + # Compute the Artifical Statistical and Systematics from CovMats + artunc_syst = generate_artificial_unc( + ndata=nbpoints, covmat_list=process_systcorr.tolist(), no_of_norm_mat=0 + ) + artunc_stat = generate_artificial_unc( + ndata=nbpoints, covmat_list=process_statcorr.tolist(), no_of_norm_mat=0 + ) + errors = format_uncertainties(errors_combined, artunc_syst, artunc_stat) + + # Generate all the necessary files + dump_commondata( + comb_kins, + comb_data, + errors, + artunc_syst.shape[-1], + artunc_stat.shape[-1], + ) + + return + + +if __name__ == "__main__": + main_filter() diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/kinematics.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/kinematics.yaml new file mode 100644 index 0000000000..2e0e304b86 --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/kinematics.yaml @@ -0,0 +1,265 @@ +bins: +- y: + min: 0.0 + mid: 0.1 + max: 0.2 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.2 + mid: 0.30000000000000004 + max: 0.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.4 + mid: 0.5 + max: 0.6 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.6 + mid: 0.7 + max: 0.8 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.8 + mid: 0.9 + max: 1.0 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.0 + mid: 1.1 + max: 1.2 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.2 + mid: 1.2999999999999998 + max: 1.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.4 + mid: 1.5 + max: 1.6 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.6 + mid: 1.725 + max: 1.85 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.85 + mid: 1.975 + max: 2.1 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 2.1 + mid: 2.25 + max: 2.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.0 + mid: 0.1 + max: 0.2 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.2 + mid: 0.30000000000000004 + max: 0.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.4 + mid: 0.5 + max: 0.6 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.6 + mid: 0.7 + max: 0.8 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 0.8 + mid: 0.9 + max: 1.0 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.0 + mid: 1.1 + max: 1.2 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.2 + mid: 1.2999999999999998 + max: 1.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.4 + mid: 1.5 + max: 1.6 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.6 + mid: 1.725 + max: 1.85 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 1.85 + mid: 1.975 + max: 2.1 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null +- y: + min: 2.1 + mid: 2.25 + max: 2.4 + M2: + min: null + mid: 6463.838403999999 + max: null + sqrt_s: + min: null + mid: 8000.0 + max: null diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/metadata.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/metadata.yaml new file mode 100644 index 0000000000..aaa8bc1ded --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/metadata.yaml @@ -0,0 +1,50 @@ +setname: "" + +version: 1 +version_comment: "First implementation" + +# References +arXiv: + url: "https://arxiv.org/abs/1603.01803" +iNSPIRE: + url: "https://inspirehep.net/literature/1426517" +hepdata: + url: "https://www.hepdata.net/record/ins1426517" + version: 1 + +nnpdf_metadata: + nnpdf31_process: "DY CC" + experiment: "CMS" + +implemented_observables: + +- observable_name: "Y" + observable: + description: "Measurement of the differential cross section and charge asymmetry for inclusive pp→W±+X production at 8TeV" + label: r"$d\sigma(W\to l\nu)/dy_l$" + units: "[fb]" + process_type: "EWK_RAP" + tables: [1, 2] + npoints: [22] + ndata: 22 + plotting: + kinematics_override: ewk_rap_sqrt_scale + dataset_label: "CMS $W$ rapidity 8 TeV" + plot_x: y + y_label: '$d\sigma(W\to l\nu)/dy_l$' + kinematic_coverage: [y, M2, sqrt_s] + kinematics: + variables: + y: {description: "Lepton rapidity", label: '$\eta$', units: ""} + M2: {description: "W boson Mass", label: "$M^2$", units: "$GeV^2$"} + sqrt_s: {description: "Center of Mass Energy", label: '$\sqrt{s}$', units: "$GeV$"} + file: kinematics.yaml + data_central: data.yaml + data_uncertainties: + - uncertainties.yaml + theory: + FK_tables: + - - CMSWMU8TEV-CMSWMU8TEV_WP_leptrap + - CMSWMU8TEV-CMSWMU8TEV_WM_leptrap + operation: 'null' + conversion_factor: 1.0 diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_1.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_1.yaml new file mode 100644 index 0000000000..6bf8b8dbbe --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_1.yaml @@ -0,0 +1,271 @@ +dependent_variables: +- header: {name: '$d\sigma^{+}/d\eta$', units: PB} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 6.5} + - {label: 'sys,lumi', symerror: 19.3} + value: 743.7 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 7.7} + - {label: 'sys,lumi', symerror: 19.5} + value: 749.5 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 7.2} + - {label: 'sys,lumi', symerror: 19.5} + value: 751.9 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 7.1} + - {label: 'sys,lumi', symerror: 19.6} + value: 755.0 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 7.4} + - {label: 'sys,lumi', symerror: 19.8} + value: 761.9 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 5.8} + - {label: 'sys,lumi', symerror: 19.9} + value: 766.0 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 5.8} + - {label: 'sys,lumi', symerror: 20.1} + value: 774.4 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 6.1} + - {label: 'sys,lumi', symerror: 20.1} + value: 774.6 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 6.8} + - {label: 'sys,lumi', symerror: 20.2} + value: 776.4 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 7.9} + - {label: 'sys,lumi', symerror: 20.0} + value: 771.1 + - errors: + - {label: stat, symerror: 0.7} + - {label: sys, symerror: 18.0} + - {label: 'sys,lumi', symerror: 19.5} + value: 748.3 +- header: {name: CT10} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -25.1, plus: 19.3} + value: 759.7 + - errors: + - asymerror: {minus: -24.9, plus: 19.2} + value: 761.2 + - errors: + - asymerror: {minus: -24.6, plus: 19.1} + value: 763.6 + - errors: + - asymerror: {minus: -23.8, plus: 18.6} + value: 769.1 + - errors: + - asymerror: {minus: -22.8, plus: 18.2} + value: 773.4 + - errors: + - asymerror: {minus: -22.1, plus: 17.7} + value: 777.8 + - errors: + - asymerror: {minus: -21.5, plus: 17.7} + value: 785.0 + - errors: + - asymerror: {minus: -20.8, plus: 17.5} + value: 793.7 + - errors: + - asymerror: {minus: -19.5, plus: 16.9} + value: 784.4 + - errors: + - asymerror: {minus: -18.8, plus: 16.9} + value: 785.5 + - errors: + - asymerror: {minus: -17.7, plus: 16.4} + value: 750.0 +- header: {name: NNPDF3.0} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {symerror: 16.8} + value: 740.5 + - errors: + - {symerror: 16.6} + value: 740.8 + - errors: + - {symerror: 16.5} + value: 743.5 + - errors: + - {symerror: 16.0} + value: 746.9 + - errors: + - {symerror: 16.0} + value: 750.7 + - errors: + - {symerror: 15.8} + value: 756.5 + - errors: + - {symerror: 15.6} + value: 760.9 + - errors: + - {symerror: 15.7} + value: 768.5 + - errors: + - {symerror: 15.4} + value: 761.3 + - errors: + - {symerror: 15.7} + value: 762.2 + - errors: + - {symerror: 15.4} + value: 730.1 +- header: {name: MMHT2014} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -10.8, plus: 13.2} + value: 750.8 + - errors: + - asymerror: {minus: -10.6, plus: 13.1} + value: 751.8 + - errors: + - asymerror: {minus: -10.3, plus: 13.0} + value: 754.0 + - errors: + - asymerror: {minus: -10.1, plus: 13.1} + value: 759.0 + - errors: + - asymerror: {minus: -9.8, plus: 13.0} + value: 763.6 + - errors: + - asymerror: {minus: -9.8, plus: 12.8} + value: 769.2 + - errors: + - asymerror: {minus: -10.5, plus: 13.1} + value: 775.5 + - errors: + - asymerror: {minus: -11.3, plus: 13.3} + value: 784.0 + - errors: + - asymerror: {minus: -12.4, plus: 13.5} + value: 778.5 + - errors: + - {symerror: 14.0} + value: 780.3 + - errors: + - asymerror: {minus: -14.6, plus: 13.9} + value: 746.9 +- header: {name: ABM12} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {symerror: 9.3} + value: 764.2 + - errors: + - {symerror: 9.6} + value: 766.0 + - errors: + - {symerror: 9.7} + value: 769.4 + - errors: + - {symerror: 9.4} + value: 773.8 + - errors: + - {symerror: 9.9} + value: 780.0 + - errors: + - {symerror: 9.7} + value: 784.9 + - errors: + - {symerror: 9.9} + value: 791.5 + - errors: + - {symerror: 10.2} + value: 799.7 + - errors: + - {symerror: 10.3} + value: 792.4 + - errors: + - {symerror: 10.2} + value: 791.6 + - errors: + - {symerror: 9.6} + value: 755.6 +- header: {name: HERAPDF1.5} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -7.8, plus: 6.8} + value: 762.8 + - errors: + - asymerror: {minus: -7.8, plus: 7.2} + value: 764.7 + - errors: + - asymerror: {minus: -6.6, plus: 6.5} + value: 767.9 + - errors: + - asymerror: {minus: -7.2, plus: 7.8} + value: 772.0 + - errors: + - asymerror: {minus: -6.4, plus: 7.6} + value: 777.5 + - errors: + - asymerror: {minus: -6.8, plus: 8.2} + value: 782.5 + - errors: + - asymerror: {minus: -6.8, plus: 8.7} + value: 787.3 + - errors: + - asymerror: {minus: -9.5, plus: 11.4} + value: 796.7 + - errors: + - asymerror: {minus: -11.5, plus: 15.0} + value: 788.9 + - errors: + - asymerror: {minus: -11.4, plus: 17.6} + value: 788.9 + - errors: + - asymerror: {minus: -12.3, plus: 20.9} + value: 754.8 +independent_variables: +- header: {name: $|\eta|$} + values: + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.85, low: 1.6} + - {high: 2.1, low: 1.85} + - {high: 2.4, low: 2.1} diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_2.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_2.yaml new file mode 100644 index 0000000000..eeba712bc7 --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_2.yaml @@ -0,0 +1,271 @@ +dependent_variables: +- header: {name: '$d\sigma^{-}/d\eta$', units: PB} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.3} + - {label: 'sys,lumi', symerror: 14.8} + value: 569.0 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 6.4} + - {label: 'sys,lumi', symerror: 14.8} + value: 568.9 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.7} + - {label: 'sys,lumi', symerror: 14.7} + value: 564.1 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.5} + - {label: 'sys,lumi', symerror: 14.5} + value: 556.1 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.5} + - {label: 'sys,lumi', symerror: 14.3} + value: 549.6 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 4.6} + - {label: 'sys,lumi', symerror: 13.9} + value: 535.7 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 4.6} + - {label: 'sys,lumi', symerror: 13.6} + value: 521.4 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 4.9} + - {label: 'sys,lumi', symerror: 13.2} + value: 508.3 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.2} + - {label: 'sys,lumi', symerror: 12.7} + value: 487.7 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 5.3} + - {label: 'sys,lumi', symerror: 12.1} + value: 466.6 + - errors: + - {label: stat, symerror: 0.6} + - {label: sys, symerror: 10.6} + - {label: 'sys,lumi', symerror: 11.4} + value: 439.8 +- header: {name: CT10} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -20.2, plus: 14.5} + value: 574.5 + - errors: + - asymerror: {minus: -20.1, plus: 14.6} + value: 571.0 + - errors: + - asymerror: {minus: -19.3, plus: 14.2} + value: 566.4 + - errors: + - asymerror: {minus: -18.3, plus: 13.7} + value: 558.6 + - errors: + - asymerror: {minus: -17.3, plus: 13.4} + value: 548.6 + - errors: + - asymerror: {minus: -16.0, plus: 12.8} + value: 535.6 + - errors: + - asymerror: {minus: -14.9, plus: 12.4} + value: 521.8 + - errors: + - asymerror: {minus: -13.9, plus: 11.8} + value: 509.3 + - errors: + - asymerror: {minus: -12.6, plus: 11.2} + value: 485.1 + - errors: + - asymerror: {minus: -11.7, plus: 11.0} + value: 467.0 + - errors: + - asymerror: {minus: -11.1, plus: 10.6} + value: 436.0 +- header: {name: NNPDF3.0} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {symerror: 13.3} + value: 562.2 + - errors: + - {symerror: 13.3} + value: 559.6 + - errors: + - {symerror: 12.8} + value: 555.6 + - errors: + - {symerror: 12.4} + value: 547.5 + - errors: + - {symerror: 11.7} + value: 538.8 + - errors: + - {symerror: 11.6} + value: 526.6 + - errors: + - {symerror: 10.9} + value: 512.4 + - errors: + - {symerror: 10.5} + value: 500.6 + - errors: + - {symerror: 9.9} + value: 478.1 + - errors: + - {symerror: 9.4} + value: 459.9 + - errors: + - {symerror: 9.0} + value: 431.0 +- header: {name: MMHT2014} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -10.1, plus: 9.4} + value: 576.2 + - errors: + - asymerror: {minus: -10.3, plus: 9.6} + value: 573.2 + - errors: + - asymerror: {minus: -9.3, plus: 8.8} + value: 569.7 + - errors: + - asymerror: {minus: -8.9, plus: 8.6} + value: 561.8 + - errors: + - {symerror: 8.3} + value: 553.6 + - errors: + - asymerror: {minus: -8.1, plus: 8.0} + value: 542.2 + - errors: + - asymerror: {minus: -8.2, plus: 8.0} + value: 527.5 + - errors: + - asymerror: {minus: -8.4, plus: 8.2} + value: 516.3 + - errors: + - asymerror: {minus: -8.8, plus: 8.6} + value: 492.5 + - errors: + - asymerror: {minus: -9.4, plus: 9.1} + value: 473.8 + - errors: + - asymerror: {minus: -9.4, plus: 9.1} + value: 442.3 +- header: {name: ABM12} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - {symerror: 7.2} + value: 580.2 + - errors: + - {symerror: 7.4} + value: 577.4 + - errors: + - {symerror: 6.9} + value: 572.6 + - errors: + - {symerror: 7.2} + value: 565.9 + - errors: + - {symerror: 7.0} + value: 557.9 + - errors: + - {symerror: 6.8} + value: 544.2 + - errors: + - {symerror: 6.6} + value: 530.9 + - errors: + - {symerror: 6.5} + value: 519.3 + - errors: + - {symerror: 6.0} + value: 494.6 + - errors: + - {symerror: 5.6} + value: 475.1 + - errors: + - {symerror: 5.3} + value: 442.0 +- header: {name: HERAPDF1.5} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - errors: + - asymerror: {minus: -7.6, plus: 4.1} + value: 578.8 + - errors: + - asymerror: {minus: -8.1, plus: 5.0} + value: 576.1 + - errors: + - asymerror: {minus: -7.2, plus: 4.1} + value: 572.5 + - errors: + - asymerror: {minus: -8.0, plus: 5.8} + value: 565.7 + - errors: + - asymerror: {minus: -7.0, plus: 4.9} + value: 557.4 + - errors: + - asymerror: {minus: -7.0, plus: 5.3} + value: 547.2 + - errors: + - asymerror: {minus: -7.0, plus: 5.3} + value: 534.5 + - errors: + - asymerror: {minus: -6.7, plus: 5.4} + value: 524.2 + - errors: + - asymerror: {minus: -6.6, plus: 6.3} + value: 501.6 + - errors: + - asymerror: {minus: -7.3, plus: 8.7} + value: 483.4 + - errors: + - asymerror: {minus: -6.6, plus: 10.1} + value: 452.4 +independent_variables: +- header: {name: $|\eta|$} + values: + - {high: 0.2, low: 0.0} + - {high: 0.4, low: 0.2} + - {high: 0.6, low: 0.4} + - {high: 0.8, low: 0.6} + - {high: 1.0, low: 0.8} + - {high: 1.2, low: 1.0} + - {high: 1.4, low: 1.2} + - {high: 1.6, low: 1.4} + - {high: 1.85, low: 1.6} + - {high: 2.1, low: 1.85} + - {high: 2.4, low: 2.1} diff --git a/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_4.yaml b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_4.yaml new file mode 100644 index 0000000000..5ba3c01a54 --- /dev/null +++ b/buildmaster/CMS_WPWM_8TEV_MUON/rawdata/HEPData-ins1426517-v1-Table_4.yaml @@ -0,0 +1,1464 @@ +dependent_variables: +- header: {name: ''} + qualifiers: + - {name: PT(MU), units: GEV, value: '> 25'} + - {name: RE, value: P P --> W+- < MU+- NUMU > X} + - {name: SQRT(S), units: GeV, value: '8000.0'} + values: + - {value: 100.0} + - {value: 90.3} + - {value: 91.3} + - {value: 91.2} + - {value: 90.2} + - {value: 81.8} + - {value: 69.4} + - {value: 63.3} + - {value: 32.9} + - {value: 6.1} + - {value: -37.2} + - {value: 92.7} + - {value: 89.5} + - {value: 90.1} + - {value: 89.9} + - {value: 89.0} + - {value: 78.7} + - {value: 61.1} + - {value: 61.7} + - {value: 34.6} + - {value: 16.0} + - {value: -32.9} + - {value: 90.3} + - {value: 100.0} + - {value: 92.5} + - {value: 92.4} + - {value: 92.2} + - {value: 74.9} + - {value: 58.6} + - {value: 51.1} + - {value: 16.2} + - {value: -11.8} + - {value: -54.7} + - {value: 88.9} + - {value: 94.4} + - {value: 90.7} + - {value: 90.1} + - {value: 88.8} + - {value: 71.2} + - {value: 49.0} + - {value: 50.1} + - {value: 18.8} + - {value: -1.2} + - {value: -50.5} + - {value: 91.3} + - {value: 92.5} + - {value: 100.0} + - {value: 92.5} + - {value: 92.1} + - {value: 79.2} + - {value: 64.8} + - {value: 57.9} + - {value: 25.0} + - {value: -2.8} + - {value: -46.6} + - {value: 90.0} + - {value: 91.7} + - {value: 93.6} + - {value: 90.9} + - {value: 89.9} + - {value: 76.0} + - {value: 55.9} + - {value: 56.9} + - {value: 27.4} + - {value: 7.6} + - {value: -42.2} + - {value: 91.2} + - {value: 92.4} + - {value: 92.5} + - {value: 100.0} + - {value: 92.2} + - {value: 79.5} + - {value: 65.4} + - {value: 58.6} + - {value: 25.8} + - {value: -1.9} + - {value: -46.0} + - {value: 89.7} + - {value: 91.4} + - {value: 90.9} + - {value: 93.2} + - {value: 89.9} + - {value: 76.2} + - {value: 56.4} + - {value: 57.3} + - {value: 28.1} + - {value: 8.3} + - {value: -41.6} + - {value: 90.2} + - {value: 92.2} + - {value: 92.1} + - {value: 92.2} + - {value: 100.0} + - {value: 78.3} + - {value: 63.7} + - {value: 56.7} + - {value: 23.2} + - {value: -4.5} + - {value: -48.7} + - {value: 88.8} + - {value: 91.3} + - {value: 90.5} + - {value: 90.4} + - {value: 92.0} + - {value: 74.9} + - {value: 54.6} + - {value: 55.7} + - {value: 25.9} + - {value: 5.9} + - {value: -44.1} + - {value: 81.8} + - {value: 74.9} + - {value: 79.2} + - {value: 79.5} + - {value: 78.3} + - {value: 100.0} + - {value: 82.8} + - {value: 79.9} + - {value: 60.0} + - {value: 38.5} + - {value: -3.9} + - {value: 80.4} + - {value: 74.4} + - {value: 78.8} + - {value: 80.1} + - {value: 80.8} + - {value: 87.9} + - {value: 77.4} + - {value: 77.4} + - {value: 60.4} + - {value: 45.7} + - {value: 0.8} + - {value: 69.4} + - {value: 58.6} + - {value: 64.8} + - {value: 65.4} + - {value: 63.7} + - {value: 82.8} + - {value: 100.0} + - {value: 85.6} + - {value: 74.8} + - {value: 58.4} + - {value: 20.5} + - {value: 68.5} + - {value: 58.5} + - {value: 65.4} + - {value: 67.3} + - {value: 68.7} + - {value: 82.1} + - {value: 86.3} + - {value: 82.8} + - {value: 74.5} + - {value: 63.8} + - {value: 25.2} + - {value: 63.3} + - {value: 51.1} + - {value: 57.9} + - {value: 58.6} + - {value: 56.7} + - {value: 79.9} + - {value: 85.6} + - {value: 100.0} + - {value: 79.8} + - {value: 65.6} + - {value: 30.0} + - {value: 62.6} + - {value: 51.2} + - {value: 59.0} + - {value: 61.2} + - {value: 62.9} + - {value: 80.1} + - {value: 84.7} + - {value: 86.4} + - {value: 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b/buildmaster/CMS_WPWM_8TEV_MUON/uncertainties.yaml @@ -0,0 +1,1198 @@ +definitions: + sys_corr_1: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_2: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_3: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_4: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_5: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_6: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_7: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_8: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_9: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_10: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_11: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_12: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_13: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_14: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_15: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_16: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_17: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_18: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_19: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_20: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_21: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + sys_corr_22: + description: Correlated systematic uncertainties + treatment: MULT + type: CORR + corr_stat_1: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_2: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_3: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_4: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_5: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_6: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_7: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_8: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_9: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_10: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_11: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_12: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_13: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_14: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_15: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_16: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_17: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_18: + description: Correlated statistical uncertainties + treatment: ADD + type: CORR + corr_stat_19: + 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+ corr_stat_5: -72.56728442655417 + corr_stat_6: -41.79321582735145 + corr_stat_7: -135.03131326920368 + corr_stat_8: -56.49828294066753 + corr_stat_9: 118.67893789927423 + corr_stat_10: -79.7131050832127 + corr_stat_11: 60.8045840118983 + corr_stat_12: 39.41529651483907 + corr_stat_13: 767.9522444258454 + corr_stat_14: 812.465804727721 + corr_stat_15: -436.68579315601494 + corr_stat_16: 74.84701480858111 + corr_stat_17: 103.55450041222807 + corr_stat_18: 14.57461719764442 + corr_stat_19: 102.57404374940532 + corr_stat_20: 21.97654226348712 + corr_stat_21: -34.46920177392997 + corr_stat_22: -248.60778991796596 + stat: 600.0 + sys_luminosity: 11434.800000000001 diff --git a/buildmaster/dataset_names.yml b/buildmaster/dataset_names.yml index 46afa8c3d1..e6043e46be 100644 --- a/buildmaster/dataset_names.yml +++ b/buildmaster/dataset_names.yml @@ -48,3 +48,4 @@ CMS_TTB_DIFF_13TEV_2016_2L_TTRAPNORM: CMS_TTBAR_13TEV_2L_DIF_YTTBAR-NORM CMSWEASY840PB: CMS_WP_7TEV_ELECTRON_ASY CMSWMASY47FB: CMS_WP_7TEV_MUON_ASY CMSDY2D11: CMS_Z0_7TEV_DIMUON_2D +CMSWMU8TEV: CMS_WPWM_8TEV_MUON_Y