import json import os import re import copy import pandas as pd ## 半衰期单位转换字典 HL_UNITS = {"fs": 1e-15, "ps": 1e-12, "ns": 1e-9, "us": 1e-6, "ms": 1e-3, "s": 1, "m": 60, "h": 3600, "d": 86400, "y": 31557600, "ky": 31557600e3, "My": 31557600e6, "Gy": 31557600e9} def nuclidesFilterZNA(nuclides_data, Z_min=None, Z_max=None, Z_oe_idx=0, N_min=None, N_max=None, N_oe_idx=0, A_min=None, A_max=None, A_oe_idx=0): filtered = {} for name, data in nuclides_data.items(): fh = True if not (Z_min is None or data['z'] >= Z_min): fh = False if not (Z_max is None or data['z'] <= Z_max): fh = False if not (N_min is None or data['n'] >= N_min): fh = False if not (N_max is None or data['n'] <= N_max): fh = False if not (A_min is None or data['a'] >= A_min): fh = False if not (A_max is None or data['a'] <= A_max): fh = False if Z_oe_idx == 1: if data['z'] % 2 == 0: fh = False elif Z_oe_idx == 2: if data['z'] % 2 == 1: fh = False if N_oe_idx == 1: if data['n'] % 2 == 0: fh = False elif N_oe_idx == 2: if data['n'] % 2 == 1: fh = False if A_oe_idx == 1: if data['a'] % 2 == 0: fh = False elif A_oe_idx == 2: if data['a'] % 2 == 1: fh = False if fh: filtered[name] = data return filtered def nuclidesFilterHalflife(nuclides_data, hl_min_sec=0, hl_max_sec=None): filtered = {} if hl_min_sec == None: if hl_max_sec == None: for name, data in nuclides_data.items(): if "levels" in data: for level in data["levels"]: if "halflife" in level: if level["halflife"]["value"] == "STABLE": filtered[name] = data break else: if hl_max_sec == None: for name, data in nuclides_data.items(): if "levels" in data: for level in data["levels"]: if "halflife" in level: if level["halflife"]["value"] == "STABLE": filtered[name] = data break else: if not level["halflife"]["unit"] in HL_UNITS: break hl_sec = level["halflife"]["value"] * HL_UNITS[level["halflife"]["unit"]] if hl_sec > hl_min_sec: filtered[name] = data break else: for name, data in nuclides_data.items(): if "levels" in data: for level in data["levels"]: if "halflife" in level: if level["halflife"]["value"] == "STABLE": pass else: if not level["halflife"]["unit"] in HL_UNITS: break hl_sec = level["halflife"]["value"] * HL_UNITS[level["halflife"]["unit"]] if hl_sec > hl_min_sec and hl_sec < hl_max_sec: filtered[name] = data break return filtered def nuclidesFilterDecayModes(nuclides_data, dm_enable_idx, decay_modes): filtered = {} nuclides_decayModes = {} for name, data in nuclides_data.items(): decayModes = [] if "levels" in data: for level in data["levels"]: if "decayModes" in level: for decayData in level["decayModes"]["observed"]: if not decayData["mode"] in decayModes: decayModes.append(decayData["mode"]) nuclides_decayModes[name] = copy.deepcopy(decayModes) decay_modes_series = pd.Series(decay_modes) ## nndc导出的数据里有两处写作"β⁻"了 replace_dict = {"β⁻": "B-"} for name, decayModes in nuclides_decayModes.items(): nuclide_decayModes_series = pd.Series(decayModes) nuclide_decayModes_series = nuclide_decayModes_series.replace(replace_dict) if dm_enable_idx == 1: if decay_modes_series.isin(nuclide_decayModes_series).all(): filtered[name] = nuclides_data[name] elif dm_enable_idx == 2: if decay_modes_series.isin(nuclide_decayModes_series).any(): filtered[name] = nuclides_data[name] return filtered def nuclidesSearchingNom(nuclides_data, nuclide_nom): nuclide = None element = None nuclide_A = None if not re.fullmatch(rf"([A-Za-z]+)([-_|]*)([0-9]+)", nuclide_nom) == None: match00 = re.fullmatch(rf"([A-Za-z]+)([-_|]*)([0-9]+)", nuclide_nom) element = match00.group(1) nuclide_A = match00.group(3) elif not re.fullmatch(rf"([0-9]+)([-_|]*)([A-Za-z]+)", nuclide_nom) == None: match00 = re.fullmatch(rf"([0-9]+)([-_|]*)([A-Za-z]+)", nuclide_nom) element = match00.group(3) nuclide_A = match00.group(1) if not (element == None or nuclide_A == None): if not element in ("n", "N"): if len(element) == 1: element = element.upper() else: element = element[:1].upper() + element[1:].lower() while nuclide_A.startswith("0"): nuclide_A = nuclide_A[1:] nom = nuclide_A + element if nom in nuclides_data: nuclide = nuclides_data[nom] return nuclide def nuclidesSearchingZN(nuclides_data, Z_in=0, N_in=0): nuclide = None for nom, data in nuclides_data.items(): if data["z"] == Z_in and data["n"] == N_in: nuclide = data break return nuclide def nuclidesSearchingZA(nuclides_data, Z_in=0, A_in=0): nuclide = None for nom, data in nuclides_data.items(): if data["z"] == Z_in and data["a"] == A_in: nuclide = data break return nuclide def nuclidesSearchingNA(nuclides_data, N_in=0, A_in=0): nuclide = None for nom, data in nuclides_data.items(): if data["n"] == N_in and data["a"] == A_in: nuclide = data break return nuclide def nuclideData_dict2dataframe(nuclideData_dict): nom = nuclideData_dict["name"] z = nuclideData_dict["z"] n = nuclideData_dict["n"] a = nuclideData_dict["a"] data = [] for level in nuclideData_dict["levels"]: if level["halflife"]["value"] == "STABLE": data.append((nom, z, n, a, level["energy"]["value"], level["energy"]["unit"], level["spinParity"], level["massExcess"]["value"], level["massExcess"]["unit"], level["massExcess"]["uncertainty"], None, None, None, None, None)) else: hl = level["halflife"]["value"] hl_unit = level["halflife"]["unit"] hl_unc = level["halflife"]["uncertainty"]["value"] for decayMode in level["decayModes"]["observed"]: data.append((nom, z, n, a, level["energy"]["value"], level["energy"]["unit"], level["spinParity"], level["massExcess"]["value"], level["massExcess"]["unit"], level["massExcess"]["uncertainty"], hl, hl_unit, hl_unc, decayMode["mode"], decayMode["value"])) nuclideDataframe = pd.DataFrame(data, columns=["Nuclide", "Z", "N", "A", "E(level)", "E(level) unit", "Spin Parity", "Mass Excess", "Mass Excess unit", "Mass Excess uncertainty", "Halflife", "Halflife unit", "Halflife uncertainty", "Decay Mode", "Branch Ratio"]) return nuclideDataframe def nuclideData_dict2dataframeCompact(nuclideData_dict): data = [] for level in nuclideData_dict["levels"]: if level["halflife"]["value"] == "STABLE": data.append((str(level["energy"]["value"])+" "+level["energy"]["unit"], level["spinParity"], level["massExcess"]["formats"]["NDS"]+" "+level["massExcess"]["unit"], "STABLE", None)) else: decayModes = [] for decayMode in level["decayModes"]["observed"]: decayModes.append((decayMode["mode"], decayMode["value"])) decayModeDF = pd.DataFrame(decayModes, columns=["Decay Mode", "Branch Ratio"]) data.append((str(level["energy"]["value"])+" "+level["energy"]["unit"], level["spinParity"], level["massExcess"]["formats"]["NDS"]+" "+level["massExcess"]["unit"], level["halflife"]["formats"]["NDS"]+" "+level["halflife"]["unit"], decayModeDF)) nuclideDataframe = pd.DataFrame(data, columns=["E(level)", "Spin Parity", "Mass Excess", "Halflife", "Decay Modes"]) return nuclideDataframe ### #nuclidesFilter(1)