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https://www.hepdata.net/record/ins1849964?version=2&table=Dielectron%20mass%20distribution units: fb/GeV description: The invariant mass distribution for electron pair production in the range - from 200 to 6070 GeV. + 500-6070 GeV. luminosity: 137 num_data: 79 num_sys: 1 diff --git a/drellYan/dataset_CMS_DYMee_13TeV.py b/drellYan/dataset_CMS_DYMee_13TeV.py index 83fa37b..453bada 100644 --- a/drellYan/dataset_CMS_DYMee_13TeV.py +++ b/drellYan/dataset_CMS_DYMee_13TeV.py @@ -3,6 +3,7 @@ import yaml import json import math +import os # Constants DATASETNAME = 'CMS_DYMee_13TeV' @@ -33,6 +34,23 @@ def systematic_error(n_events_per_GeV: float, mee_bin: dict) -> float: return n_events_systematic_error / LUMINOSITY / bin_width +def read_json_result(operators: list) -> list: + if operators == ["SM"]: + file_result = "mg5_LO/results_SM.json" + elif len(operators) == 1: + file_result = f"mg5_LO/linear/results_{operators[0]}.json" + elif len(operators) == 2: + file_result = f"mg5_LO/quadratic/results_{operators[0]}_{operators[1]}.json" + + if not os.path.exists(file_result): + return operators + + with open(file_result, 'r') as file: + result = json.load(file) + + return result + + # Reading the dataset downloaded from HEPData with open('HEPData-ins1849964-v2-Dielectron_mass_distribution.yaml', 'r') as file: dataset_CMS = yaml.safe_load(file) @@ -69,13 +87,47 @@ def systematic_error(n_events_per_GeV: float, mee_bin: dict) -> float: yaml.dump(commondata, file, sort_keys=False) print("Created file: " + DATASETNAME + '.yaml') +operators_map = { + 'OpWB': 'OpWB', + 'OpD': 'OpD', + 'Ope': 'Ope', + 'Opmu': 'Opmu', + 'Opl1': 'Opl1', + 'Opl2': 'Opl2', + 'O3pl1': 'O3pl1', + 'O3pl2': 'O3pl2', + 'Opui': 'Opui', + 'Opdi': 'Opdi', + 'OpqMi_small': 'OpqMi', + 'O3pq': 'O3pq', + 'OpQMi_big': 'OpQMi', + 'OpQ3': 'OpQ3', + 'Oeu': 'Oeu', + 'Oed': 'Oed', + 'Olq1': 'Olq1', + 'Olq3': 'Olq3', + 'OQl1': 'OQl1', + 'OQl3': 'OQl3', + 'Olu': 'Olu', + 'Old': 'Old', + 'Oqe': 'Oqe', + 'Oll': 'Oll' +} +operators = list(operators_map.keys()) # theory card theory = { - 'best_sm': [from_events_to_xsec(entry['value']) for entry in mee_background], # cross-check with MATRIX in progress - 'scales': [91.18 for entry in mee_background] + 'best_sm': [from_events_to_xsec(entry['value']) for entry in mee_background], + 'scales': [91.18 for entry in mee_background], + 'LO': { + 'SM': read_json_result(['SM']), + **{operators_map[op]: read_json_result([op]) for op in operators}, + **{f"{operators_map[operators[i]]}*{operators_map[operators[j]]}": read_json_result([operators[i], operators[j]]) for i in range(len(operators)) for j in range(i, len(operators))} + } } with open(DATASETNAME + '.json', "w") as outfile: outfile.write(json.dumps(theory, indent=2)) print("Created file: " + DATASETNAME + '.json') + +