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-7.500000000000000e-01 -3.448211946067121e-05 -6.373774391990981e-01 + 254 7.500000000000000e-01 2.300000000000000e+02 5.927001000000000e-01 6.390000000000000e-03 1.720000000000000e-03 3.195000000000000e-05 5.000000000000000e-01 1.597500000000000e-04 2.500000000000000e+00 1.405800000000000e-04 2.200000000000000e+00 1.917000000000000e-04 3.000000000000000e+00 -6.389999999999999e-05 -1.000000000000000e+00 0.000000000000000e+00 0.000000000000000e+00 -4.792500000000000e-05 -7.500000000000000e-01 -4.072841836482237e-05 -6.373774391990981e-01 diff --git a/extras/data/BCDMS/bcdms_fe_d.data b/extras/data/BCDMS/bcdms_fe_d.data new file mode 100644 index 000000000..c9be595dc --- /dev/null +++ b/extras/data/BCDMS/bcdms_fe_d.data @@ -0,0 +1,16 @@ + 1 2.250000000000e-01 7.600000000000e+01 0.000000000000e+00 1.056000000000e+00 2.300000000000e-02 1.300000000000e-02 1.231060606061e+00 1.584000000000e-02 1.500000000000e+00 1.584000000000e-02 0.000000000000e+00 + 2 2.750000000000e-01 7.600000000000e+01 0.000000000000e+00 9.970000000000e-01 2.500000000000e-02 1.200000000000e-02 1.203610832497e+00 1.495500000000e-02 1.500000000000e+00 1.495500000000e-02 0.000000000000e+00 + 3 3.500000000000e-01 1.015000000000e+02 0.000000000000e+00 9.780000000000e-01 2.200000000000e-02 1.100000000000e-02 1.124744376278e+00 1.467000000000e-02 1.500000000000e+00 1.467000000000e-02 0.000000000000e+00 + 4 4.500000000000e-01 1.265000000000e+02 0.000000000000e+00 9.100000000000e-01 2.700000000000e-02 1.200000000000e-02 1.318681318681e+00 1.365000000000e-02 1.500000000000e+00 1.365000000000e-02 0.000000000000e+00 + 5 5.500000000000e-01 1.350000000000e+02 0.000000000000e+00 8.790000000000e-01 4.100000000000e-02 1.700000000000e-02 1.934015927190e+00 1.318500000000e-02 1.500000000000e+00 1.318500000000e-02 0.000000000000e+00 + 6 6.500000000000e-01 1.400000000000e+02 0.000000000000e+00 8.190000000000e-01 5.800000000000e-02 3.300000000000e-02 4.029304029304e+00 1.228500000000e-02 1.500000000000e+00 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1.000000000000e-02 9.737098344693e-01 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 + 12 2.750000000000e-01 6.450000000000e+01 0.000000000000e+00 1.000000000000e+00 1.100000000000e-02 1.000000000000e-02 1.000000000000e+00 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 + 13 3.500000000000e-01 8.650000000000e+01 0.000000000000e+00 9.590000000000e-01 9.000000000000e-03 1.100000000000e-02 1.147028154327e+00 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 + 14 4.500000000000e-01 1.130000000000e+02 0.000000000000e+00 9.230000000000e-01 1.300000000000e-02 1.500000000000e-02 1.625135427952e+00 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 + 15 5.500000000000e-01 1.130000000000e+02 0.000000000000e+00 9.170000000000e-01 1.900000000000e-02 2.100000000000e-02 2.290076335878e+00 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 + 16 6.500000000000e-01 1.130000000000e+02 0.000000000000e+00 8.130000000000e-01 2.300000000000e-02 3.000000000000e-02 3.690036900369e+00 0.000000000000e+00 0.000000000000e+00 0.000000000000e+00 1.500000000000e+00 diff --git a/extras/data/BCDMS/bcdms_n_d.data b/extras/data/BCDMS/bcdms_n_d.data new file mode 100644 index 000000000..1faf132db --- /dev/null +++ b/extras/data/BCDMS/bcdms_n_d.data @@ -0,0 +1,9 @@ + 1 1.000000000000e-01 3.300000000000e+01 0.000000000000e+00 1.018000000000e+00 2.700000000000e-02 1.200000000000e-02 1.178781925344e+00 1.527000000000e-02 1.500000000000e+00 + 2 1.400000000000e-01 4.350000000000e+01 0.000000000000e+00 1.018000000000e+00 2.100000000000e-02 1.000000000000e-02 9.823182711198e-01 1.527000000000e-02 1.500000000000e+00 + 3 1.800000000000e-01 5.500000000000e+01 0.000000000000e+00 1.002000000000e+00 1.500000000000e-02 9.000000000000e-03 8.982035928144e-01 1.503000000000e-02 1.500000000000e+00 + 4 2.250000000000e-01 6.800000000000e+01 0.000000000000e+00 1.035000000000e+00 1.600000000000e-02 9.000000000000e-03 8.695652173913e-01 1.552500000000e-02 1.500000000000e+00 + 5 2.750000000000e-01 6.800000000000e+01 0.000000000000e+00 1.024000000000e+00 1.800000000000e-02 9.000000000000e-03 8.789062500000e-01 1.536000000000e-02 1.500000000000e+00 + 6 3.500000000000e-01 9.000000000000e+01 0.000000000000e+00 9.830000000000e-01 1.600000000000e-02 9.000000000000e-03 9.155645981689e-01 1.474500000000e-02 1.500000000000e+00 + 7 4.500000000000e-01 1.150000000000e+02 0.000000000000e+00 9.410000000000e-01 2.100000000000e-02 1.000000000000e-02 1.062699256111e+00 1.411500000000e-02 1.500000000000e+00 + 8 5.500000000000e-01 1.175000000000e+02 0.000000000000e+00 8.910000000000e-01 3.000000000000e-02 1.700000000000e-02 1.907968574635e+00 1.336500000000e-02 1.500000000000e+00 + 9 6.500000000000e-01 1.230000000000e+02 0.000000000000e+00 8.260000000000e-01 4.200000000000e-02 3.300000000000e-02 3.995157384988e+00 1.239000000000e-02 1.500000000000e+00 diff --git a/extras/data/BCDMS/metadata.yaml b/extras/data/BCDMS/metadata.yaml index 109dfd32d..ea964c898 100644 --- a/extras/data/BCDMS/metadata.yaml +++ b/extras/data/BCDMS/metadata.yaml @@ -1,11 +1,60 @@ arxiv: null + +# Free Proton Datasets BCDMS_NC_EM_P_F2: description: BCDMS NC proton data nnpdf_id: BCDMSP y_label: F2p y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{p})}$ + BCDMS_NC_EM_D_F2: description: BCDMS NC deuteron data nnpdf_id: BCDMSD y_label: F2d y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{d})}$ + +# Nuclear versions of the deuteron dataset +BCDMS_NC_100GEV_D_F2: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS_D + y_label: F2p + y_label_tex: $F_{2}^{mathrm{tot}}$ + +BCDMS_NC_200GEV_D_F2: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS_D + y_label: F2p + y_label_tex: $F_{2}^{mathrm{tot}}$ + +BCDMS_NC_280GEV_D_F2: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS_D + y_label: F2p + y_label_tex: $F_{2}^{mathrm{tot}}$ + +# Nuclear Datasets +# -> Numerators +BCDMS_85_NC_Fe_D_F2_NUM: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS85_FeD_N + y_label: F2 + y_label_tex: $F_{2}^{mathrm{tot}}$ + +BCDMS_85_NC_N_D_F2_NUM: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS85_ND_N + y_label: F2 + y_label_tex: $F_{2}^{mathrm{tot}}$ + +# -> Denominators +BCDMS_85_NC_Fe_D_F2_DEN: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS85_FeD_D + y_label: F2 + y_label_tex: $F_{2}^{mathrm{tot}}$ + +BCDMS_85_NC_N_D_F2_DEN: + description: BCDMS NC nuclear data + nnpdf_id: BCDMS85_ND_D + y_label: F2 + y_label_tex: $F_{2}^{mathrm{tot}}$ diff --git a/extras/data/CHORUSPb/metadata.yaml b/extras/data/CHORUSPb/metadata.yaml index 00e708d12..5a46854c3 100644 --- a/extras/data/CHORUSPb/metadata.yaml +++ b/extras/data/CHORUSPb/metadata.yaml @@ -2,9 +2,20 @@ arxiv: null y_label: sigr_ch_pb y_label_tex: $\sigma^\mathrm{CHORUS}_{\mathrm{red},\mathrm{Pb}}$ hepdata: 10.17182/hepdata.6187.v1 + CHORUS_CC_NB_PB_SIGMARED: description: CHORUS reduced cross section antineutrino-nucleon scattering on lead nnpdf_id: CHORUSNBPb + CHORUS_CC_NU_PB_SIGMARED: description: CHORUS reduced cross section neutrino-nucleon scattering on lead nnpdf_id: CHORUSNUPb + +# Nuclear versions of the datasets +CHORUS_CC_NU_PB_SIGRED: + description: CHORUS reduced cross section neutrino-nucleon scattering on lead + nnpdf_id: CHORUS_NU_Pb + +CHORUS_CC_NB_PB_SIGRED: + description: CHORUS reduced cross section antineutrino-nucleon scattering on lead + nnpdf_id: CHORUS_NB_Pb diff --git a/extras/data/EMC/emc_c_d.data b/extras/data/EMC/emc_c_d.data new file mode 100644 index 000000000..1bdc4f7be --- /dev/null +++ b/extras/data/EMC/emc_c_d.data @@ -0,0 +1,29 @@ + 1 3.100000000000e-02 5.100000000000e+00 0.000000000000e+00 9.230000000000e-01 4.300000000000e-02 2.200000000000e-02 2.383531960997e+00 8.307000000000e-03 9.000000000000e-01 8.307000000000e-03 0.000000000000e+00 + 2 5.000000000000e-02 7.800000000000e+00 0.000000000000e+00 1.020000000000e+00 3.500000000000e-02 2.000000000000e-02 1.960784313725e+00 9.180000000000e-03 9.000000000000e-01 9.180000000000e-03 0.000000000000e+00 + 3 7.800000000000e-02 1.140000000000e+01 0.000000000000e+00 1.002000000000e+00 2.700000000000e-02 1.900000000000e-02 1.896207584830e+00 9.018000000000e-03 9.000000000000e-01 9.018000000000e-03 0.000000000000e+00 + 4 1.230000000000e-01 1.440000000000e+01 0.000000000000e+00 1.004000000000e+00 3.200000000000e-02 1.900000000000e-02 1.892430278884e+00 9.036000000000e-03 9.000000000000e-01 9.036000000000e-03 0.000000000000e+00 + 5 1.730000000000e-01 1.730000000000e+01 0.000000000000e+00 9.950000000000e-01 3.700000000000e-02 1.800000000000e-02 1.809045226131e+00 8.955000000000e-03 9.000000000000e-01 8.955000000000e-03 0.000000000000e+00 + 6 2.430000000000e-01 2.020000000000e+01 0.000000000000e+00 9.570000000000e-01 3.200000000000e-02 1.800000000000e-02 1.880877742947e+00 8.613000000000e-03 9.000000000000e-01 8.613000000000e-03 0.000000000000e+00 + 7 3.430000000000e-01 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0.000000000000e+00 1.132000000000e+00 9.800000000000e-02 1.710000000000e-01 1.510600706714e+01 7.924000000000e-02 7.000000000000e+00 + 47 5.500000000000e-01 3.600000000000e+01 0.000000000000e+00 9.560000000000e-01 7.500000000000e-02 1.150000000000e-01 1.202928870293e+01 6.692000000000e-02 7.000000000000e+00 + 48 5.500000000000e-01 4.800000000000e+01 0.000000000000e+00 8.310000000000e-01 6.000000000000e-02 7.900000000000e-02 9.506618531889e+00 5.817000000000e-02 7.000000000000e+00 + 49 5.500000000000e-01 6.500000000000e+01 0.000000000000e+00 8.820000000000e-01 6.900000000000e-02 7.300000000000e-02 8.276643990930e+00 6.174000000000e-02 7.000000000000e+00 + 50 5.500000000000e-01 9.000000000000e+01 0.000000000000e+00 1.012000000000e+00 9.100000000000e-02 6.800000000000e-02 6.719367588933e+00 7.084000000000e-02 7.000000000000e+00 + 51 5.500000000000e-01 1.250000000000e+02 0.000000000000e+00 7.200000000000e-01 7.200000000000e-02 4.400000000000e-02 6.111111111111e+00 5.040000000000e-02 7.000000000000e+00 + 52 5.500000000000e-01 1.700000000000e+02 0.000000000000e+00 7.450000000000e-01 1.350000000000e-01 5.200000000000e-02 6.979865771812e+00 5.215000000000e-02 7.000000000000e+00 + 53 6.500000000000e-01 3.600000000000e+01 0.000000000000e+00 7.840000000000e-01 9.200000000000e-02 1.720000000000e-01 2.193877551020e+01 5.488000000000e-02 7.000000000000e+00 + 54 6.500000000000e-01 4.800000000000e+01 0.000000000000e+00 9.530000000000e-01 1.120000000000e-01 1.400000000000e-01 1.469045120672e+01 6.671000000000e-02 7.000000000000e+00 + 55 6.500000000000e-01 6.500000000000e+01 0.000000000000e+00 7.340000000000e-01 8.900000000000e-02 9.500000000000e-02 1.294277929155e+01 5.138000000000e-02 7.000000000000e+00 + 56 6.500000000000e-01 9.000000000000e+01 0.000000000000e+00 8.510000000000e-01 1.130000000000e-01 8.800000000000e-02 1.034077555817e+01 5.957000000000e-02 7.000000000000e+00 + 57 6.500000000000e-01 1.250000000000e+02 0.000000000000e+00 9.330000000000e-01 1.660000000000e-01 7.700000000000e-02 8.252947481243e+00 6.531000000000e-02 7.000000000000e+00 + 58 6.500000000000e-01 1.700000000000e+02 0.000000000000e+00 8.960000000000e-01 2.420000000000e-01 6.500000000000e-02 7.254464285714e+00 6.272000000000e-02 7.000000000000e+00 diff --git a/extras/data/EMC/emc_sn_d.data b/extras/data/EMC/emc_sn_d.data new file mode 100644 index 000000000..9fadf833c --- /dev/null +++ b/extras/data/EMC/emc_sn_d.data @@ -0,0 +1,8 @@ + 1 3.100000000000e-02 4.000000000000e+00 0.000000000000e+00 8.000000000000e-01 4.200000000000e-02 3.300000000000e-02 4.125000000000e+00 7.200000000000e-03 9.000000000000e-01 + 2 5.000000000000e-02 7.700000000000e+00 0.000000000000e+00 8.730000000000e-01 3.700000000000e-02 2.700000000000e-02 3.092783505155e+00 7.857000000000e-03 9.000000000000e-01 + 3 7.900000000000e-02 1.110000000000e+01 0.000000000000e+00 9.480000000000e-01 3.100000000000e-02 2.800000000000e-02 2.953586497890e+00 8.532000000000e-03 9.000000000000e-01 + 4 1.230000000000e-01 1.460000000000e+01 0.000000000000e+00 1.008000000000e+00 3.700000000000e-02 3.000000000000e-02 2.976190476190e+00 9.072000000000e-03 9.000000000000e-01 + 5 1.730000000000e-01 1.710000000000e+01 0.000000000000e+00 1.030000000000e+00 4.400000000000e-02 3.100000000000e-02 3.009708737864e+00 9.270000000000e-03 9.000000000000e-01 + 6 2.460000000000e-01 1.980000000000e+01 0.000000000000e+00 1.009000000000e+00 4.100000000000e-02 3.000000000000e-02 2.973240832507e+00 9.081000000000e-03 9.000000000000e-01 + 7 3.430000000000e-01 2.480000000000e+01 0.000000000000e+00 9.270000000000e-01 5.600000000000e-02 2.800000000000e-02 3.020496224380e+00 8.343000000000e-03 9.000000000000e-01 + 8 4.430000000000e-01 3.240000000000e+01 0.000000000000e+00 8.410000000000e-01 8.300000000000e-02 2.600000000000e-02 3.091557669441e+00 7.569000000000e-03 9.000000000000e-01 diff --git a/extras/data/EMC/metadata.yaml b/extras/data/EMC/metadata.yaml new file mode 100644 index 000000000..f956d6383 --- /dev/null +++ b/extras/data/EMC/metadata.yaml @@ -0,0 +1,65 @@ + +arxiv: null +hepdata: null + +# Nuclear Datasets +# -> Numerators +EMC_90_NC_C_D_F2_NUM: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC90_CD_N + y_label: F2 + y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{p})}$ + +EMC_90_NC_Ca_D_F2_NUM: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC90_CaD_N + y_label: F2 + +EMC_93_NC_Cu_D_F2_NUM: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC93_CuD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_97_NC_Fe_D_F2_NUM: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC97_FeD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_88_NC_Sn_D_F2_NUM: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC88_SnD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +# -> Denominators +EMC_90_NC_C_D_F2_DEN: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC90_CD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_90_NC_Ca_D_F2_DEN: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC90_CaD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_93_NC_Cu_D_F2_DEN: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC93_CuD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_97_NC_Fe_D_F2_DEN: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC97_FeD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +EMC_88_NC_Sn_D_F2_DEN: + description: EMC NC structure function for Nuclear data + nnpdf_id: EMC88_SnD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ diff --git a/extras/data/FNAL/fnal_c_d.data b/extras/data/FNAL/fnal_c_d.data new file mode 100644 index 000000000..63e741023 --- /dev/null +++ b/extras/data/FNAL/fnal_c_d.data @@ -0,0 +1,11 @@ + 1 2.350000000000e-04 1.500000000000e-01 5.900000000000e-01 8.670000000000e-01 4.800000000000e-02 8.500000000000e-02 9.803921568627e+00 1.127100000000e-02 1.300000000000e+00 + 2 6.200000000000e-04 2.600000000000e-01 4.900000000000e-01 9.120000000000e-01 2.300000000000e-02 3.700000000000e-02 4.057017543860e+00 1.185600000000e-02 1.300000000000e+00 + 3 1.100000000000e-03 3.900000000000e-01 4.100000000000e-01 9.240000000000e-01 2.500000000000e-02 2.100000000000e-02 2.272727272727e+00 1.201200000000e-02 1.300000000000e+00 + 4 1.690000000000e-03 5.100000000000e-01 3.400000000000e-01 9.700000000000e-01 2.300000000000e-02 4.700000000000e-02 4.845360824742e+00 1.261000000000e-02 1.300000000000e+00 + 5 2.605000000000e-03 6.700000000000e-01 2.700000000000e-01 9.260000000000e-01 2.000000000000e-02 1.900000000000e-02 2.051835853132e+00 1.203800000000e-02 1.300000000000e+00 + 6 4.015000000000e-03 9.300000000000e-01 2.900000000000e-01 9.410000000000e-01 2.000000000000e-02 2.900000000000e-02 3.081827842721e+00 1.223300000000e-02 1.300000000000e+00 + 7 6.185000000000e-03 1.350000000000e+00 2.500000000000e-01 9.730000000000e-01 2.300000000000e-02 2.800000000000e-02 2.877697841727e+00 1.264900000000e-02 1.300000000000e+00 + 8 1.152500000000e-02 2.420000000000e+00 2.500000000000e-01 1.023000000000e+00 2.100000000000e-02 2.900000000000e-02 2.834799608993e+00 1.329900000000e-02 1.300000000000e+00 + 9 2.027500000000e-02 4.450000000000e+00 2.600000000000e-01 1.055000000000e+00 3.200000000000e-02 6.100000000000e-02 5.781990521327e+00 1.371500000000e-02 1.300000000000e+00 + 10 4.000000000000e-02 7.910000000000e+00 2.400000000000e-01 1.034000000000e+00 3.000000000000e-02 2.100000000000e-02 2.030947775629e+00 1.344200000000e-02 1.300000000000e+00 + 11 3.086700000000e-01 2.250000000000e+01 2.200000000000e-01 1.019000000000e+00 3.300000000000e-02 6.000000000000e-02 5.888125613346e+00 1.324700000000e-02 1.300000000000e+00 diff --git a/extras/data/FNAL/fnal_ca_d.data b/extras/data/FNAL/fnal_ca_d.data new file mode 100644 index 000000000..465560736 --- /dev/null +++ b/extras/data/FNAL/fnal_ca_d.data @@ -0,0 +1,11 @@ + 1 2.350000000000e-04 1.500000000000e-01 5.900000000000e-01 7.670000000000e-01 4.300000000000e-02 5.500000000000e-02 7.170795306389e+00 1.020110000000e-02 1.330000000000e+00 + 2 6.200000000000e-04 2.600000000000e-01 4.900000000000e-01 8.230000000000e-01 2.100000000000e-02 7.600000000000e-02 9.234507897934e+00 1.094590000000e-02 1.330000000000e+00 + 3 1.100000000000e-03 3.900000000000e-01 4.100000000000e-01 8.170000000000e-01 2.200000000000e-02 2.300000000000e-02 2.815177478580e+00 1.086610000000e-02 1.330000000000e+00 + 4 1.690000000000e-03 5.100000000000e-01 3.400000000000e-01 8.360000000000e-01 2.000000000000e-02 4.500000000000e-02 5.382775119617e+00 1.111880000000e-02 1.330000000000e+00 + 5 2.605000000000e-03 6.700000000000e-01 2.700000000000e-01 8.680000000000e-01 1.900000000000e-02 3.300000000000e-02 3.801843317972e+00 1.154440000000e-02 1.330000000000e+00 + 6 4.015000000000e-03 9.300000000000e-01 2.900000000000e-01 8.830000000000e-01 1.900000000000e-02 2.500000000000e-02 2.831257078143e+00 1.174390000000e-02 1.330000000000e+00 + 7 6.185000000000e-03 1.350000000000e+00 2.500000000000e-01 9.080000000000e-01 2.100000000000e-02 3.500000000000e-02 3.854625550661e+00 1.207640000000e-02 1.330000000000e+00 + 8 1.152500000000e-02 2.420000000000e+00 2.500000000000e-01 9.520000000000e-01 1.900000000000e-02 2.800000000000e-02 2.941176470588e+00 1.266160000000e-02 1.330000000000e+00 + 9 2.027500000000e-02 4.450000000000e+00 2.600000000000e-01 1.005000000000e+00 3.100000000000e-02 2.600000000000e-02 2.587064676617e+00 1.336650000000e-02 1.330000000000e+00 + 10 4.000000000000e-02 7.910000000000e+00 2.400000000000e-01 1.010000000000e+00 3.000000000000e-02 6.300000000000e-02 6.237623762376e+00 1.343300000000e-02 1.330000000000e+00 + 11 3.086700000000e-01 2.250000000000e+01 2.200000000000e-01 1.080000000000e+00 3.300000000000e-02 1.000000000000e-01 9.259259259259e+00 1.436400000000e-02 1.330000000000e+00 diff --git a/extras/data/FNAL/fnal_pb_d.data b/extras/data/FNAL/fnal_pb_d.data new file mode 100644 index 000000000..a65220273 --- /dev/null +++ b/extras/data/FNAL/fnal_pb_d.data @@ -0,0 +1,11 @@ + 1 2.350000000000e-04 1.500000000000e-01 5.900000000000e-01 6.280000000000e-01 4.800000000000e-02 7.900000000000e-02 1.257961783439e+01 9.734000000000e-03 1.550000000000e+00 + 2 6.200000000000e-04 2.600000000000e-01 4.900000000000e-01 6.790000000000e-01 2.500000000000e-02 3.100000000000e-02 4.565537555228e+00 1.052450000000e-02 1.550000000000e+00 + 3 1.100000000000e-03 3.900000000000e-01 4.100000000000e-01 6.980000000000e-01 2.600000000000e-02 3.600000000000e-02 5.157593123209e+00 1.081900000000e-02 1.550000000000e+00 + 4 1.690000000000e-03 5.100000000000e-01 3.400000000000e-01 6.990000000000e-01 2.300000000000e-02 4.000000000000e-02 5.722460658083e+00 1.083450000000e-02 1.550000000000e+00 + 5 2.605000000000e-03 6.700000000000e-01 2.700000000000e-01 7.340000000000e-01 2.200000000000e-02 2.900000000000e-02 3.950953678474e+00 1.137700000000e-02 1.550000000000e+00 + 6 4.015000000000e-03 9.300000000000e-01 2.900000000000e-01 7.670000000000e-01 2.200000000000e-02 4.400000000000e-02 5.736636245111e+00 1.188850000000e-02 1.550000000000e+00 + 7 6.185000000000e-03 1.350000000000e+00 2.500000000000e-01 8.410000000000e-01 2.500000000000e-02 4.900000000000e-02 5.826397146254e+00 1.303550000000e-02 1.550000000000e+00 + 8 1.152500000000e-02 2.420000000000e+00 2.500000000000e-01 8.910000000000e-01 2.200000000000e-02 3.000000000000e-02 3.367003367003e+00 1.381050000000e-02 1.550000000000e+00 + 9 2.027500000000e-02 4.450000000000e+00 2.600000000000e-01 9.850000000000e-01 3.700000000000e-02 6.100000000000e-02 6.192893401015e+00 1.526750000000e-02 1.550000000000e+00 + 10 4.000000000000e-02 7.910000000000e+00 2.400000000000e-01 1.019000000000e+00 3.700000000000e-02 5.400000000000e-02 5.299313052012e+00 1.579450000000e-02 1.550000000000e+00 + 11 3.086700000000e-01 2.250000000000e+01 2.200000000000e-01 1.125000000000e+00 4.000000000000e-02 5.400000000000e-02 4.800000000000e+00 1.743750000000e-02 1.550000000000e+00 diff --git a/extras/data/FNAL/fnal_xe_d.data b/extras/data/FNAL/fnal_xe_d.data new file mode 100644 index 000000000..6cfaeb04e --- /dev/null +++ b/extras/data/FNAL/fnal_xe_d.data @@ -0,0 +1,10 @@ + 1 1.300000000000e-03 4.100000000000e-01 5.500000000000e-02 5.900000000000e-01 2.000000000000e-02 5.000000000000e-02 8.474576271186e+00 + 2 2.100000000000e-03 6.000000000000e-01 5.500000000000e-02 6.900000000000e-01 3.000000000000e-02 5.000000000000e-02 7.246376811594e+00 + 3 3.500000000000e-03 8.600000000000e-01 5.500000000000e-02 7.900000000000e-01 3.000000000000e-02 5.000000000000e-02 6.329113924051e+00 + 4 6.000000000000e-03 1.300000000000e+00 5.500000000000e-02 8.400000000000e-01 3.000000000000e-02 6.000000000000e-02 7.142857142857e+00 + 5 9.800000000000e-03 2.100000000000e+00 5.500000000000e-02 8.600000000000e-01 4.000000000000e-02 6.000000000000e-02 6.976744186047e+00 + 6 1.600000000000e-02 3.300000000000e+00 5.500000000000e-02 9.200000000000e-01 4.000000000000e-02 6.000000000000e-02 6.521739130435e+00 + 7 2.700000000000e-02 5.200000000000e+00 5.500000000000e-02 1.040000000000e+00 5.000000000000e-02 7.000000000000e-02 6.730769230769e+00 + 8 4.500000000000e-02 8.000000000000e+00 5.500000000000e-02 1.030000000000e+00 7.000000000000e-02 7.000000000000e-02 6.796116504854e+00 + 9 7.400000000000e-02 1.200000000000e+01 5.500000000000e-02 1.020000000000e+00 8.000000000000e-02 7.000000000000e-02 6.862745098039e+00 + 10 1.260000000000e-01 2.600000000000e+01 5.500000000000e-02 1.010000000000e+00 1.100000000000e-01 7.000000000000e-02 6.930693069307e+00 diff --git a/extras/data/FNAL/metadata.yaml b/extras/data/FNAL/metadata.yaml new file mode 100644 index 000000000..4518c369d --- /dev/null +++ b/extras/data/FNAL/metadata.yaml @@ -0,0 +1,53 @@ +arxiv: null +hepdata: null + +# Nuclear Datasets +# -> Numerators +FNAL_E665_NC_C_D_F2_NUM: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_CD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Ca_D_F2_NUM: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_CaD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Pb_D_F2_NUM: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_PbD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Xe_D_F2_NUM: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_XeD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +# -> Denominators +FNAL_E665_NC_C_D_F2_DEN: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_CD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Ca_D_F2_DEN: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_CaD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Pb_D_F2_DEN: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_PbD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +FNAL_E665_NC_Xe_D_F2_DEN: + description: FNAL NC structure function for Nuclear data + nnpdf_id: FNALE665_XeD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ diff --git a/extras/data/NMC/metadata.yaml b/extras/data/NMC/metadata.yaml index 110517cdc..d4977c764 100644 --- a/extras/data/NMC/metadata.yaml +++ b/extras/data/NMC/metadata.yaml @@ -1,10 +1,12 @@ hepdata: 10.17182/hepdata.32750.v1 + NMC_NC_EM_P_SIGMARED: arxiv: hep-ph/9610231 y_label: sigr y_label_tex: $\sigma_\mathrm{red}$ description: NMC reduced cross section, scattering on proton nnpdf_id: NMC + NMC_NC_EM_P_F2: arxiv: hep-ex/9611022 y_label: F2p @@ -12,6 +14,7 @@ NMC_NC_EM_P_F2: description: NMC F2 structure function, proton data nnpdf_id: NMCPD fktable_id: NMCPD_P + NMC_NC_EM_D_F2: arxiv: hep-ex/9611022 y_label: F2d @@ -19,3 +22,165 @@ NMC_NC_EM_D_F2: description: NMC F2 structure function, deuteron data nnpdf_id: NMCPD fktable_id: NMCPD_D + +# Nuclear versions for the datasets +NMC_NC_D_P_F2_NUM: + arxiv: hep-ex/9611022 + y_label: F2d + y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{d})}$ + description: NMC F2 structure function, deuteron data + nnpdf_id: NMCPD_N + +NMC_NC_D_P_F2_DEN: + arxiv: hep-ex/9611022 + y_label: F2p + y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{p})}$ + description: NMC F2 structure function, proton data + nnpdf_id: NMCPD_D + +# Nuclear Datasets +# -> Numerators +NCM_96_NC_Al_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_AlC_N + +NCM_96_NC_Be_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_BeC_N + +NCM_95_NC_C_D_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95_CD_N + +NCM_96RE_NC_C_Li_F3_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96RE_CLI_N + +NCM_96_NC_Ca_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_CaC_N + +NCM_95RE_NC_Ca_D_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95RE_CAD_N + +NCM_96RE_NC_Ca_Li_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96RE_CaLi_N + +NCM_96_NC_Fe_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_FeC_N + +NCM_95RE_NC_He_D_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95RE_HeD_N + +NCM_95_NC_Li_D_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95_LiD_N + +NCM_96_NC_Pb_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_PbC_N + +NCM_96_NC_Sn_C_F2_NUM: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_SnC_N + +# -> Denominators +NCM_96_NC_Al_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_AlC_D + +NCM_96_NC_Be_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_BeC_D + +NCM_95_NC_C_D_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95_CD_D + +NCM_96RE_NC_C_Li_F3_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96RE_CLI_D + +NCM_96_NC_Ca_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_CaC_D + +NCM_95RE_NC_Ca_D_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95RE_CAD_D + +NCM_96RE_NC_Ca_Li_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96RE_CaLi_D + +NCM_96_NC_Fe_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_FeC_D + +NCM_95RE_NC_He_D_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95RE_HeD_D + +NCM_95_NC_Li_D_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC95_LiD_D + +NCM_96_NC_Pb_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_PbC_D + +NCM_96_NC_Sn_C_F2_DEN: + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + description: NMC F2 structure function, nuclear data + nnpdf_id: NMC96_SnC_D diff --git a/extras/data/NMC/nmc_al_c.data b/extras/data/NMC/nmc_al_c.data new file mode 100644 index 000000000..f9419a2de --- /dev/null +++ b/extras/data/NMC/nmc_al_c.data @@ -0,0 +1,15 @@ + 1 1.250000000000e-02 3.400000000000e+00 7.300000000000e-01 9.730000000000e-01 1.900000000000e-02 2.000000000000e-02 2.055498458376e+00 1.946000000000e-03 2.000000000000e-01 + 2 1.750000000000e-02 4.500000000000e+00 6.900000000000e-01 9.780000000000e-01 1.600000000000e-02 1.600000000000e-02 1.635991820041e+00 1.956000000000e-03 2.000000000000e-01 + 3 2.500000000000e-02 6.100000000000e+00 6.600000000000e-01 9.690000000000e-01 1.100000000000e-02 1.400000000000e-02 1.444788441692e+00 1.938000000000e-03 2.000000000000e-01 + 4 3.500000000000e-02 8.000000000000e+00 6.200000000000e-01 9.710000000000e-01 1.100000000000e-02 1.300000000000e-02 1.338825952626e+00 1.942000000000e-03 2.000000000000e-01 + 5 4.500000000000e-02 9.800000000000e+00 5.900000000000e-01 9.810000000000e-01 1.200000000000e-02 1.500000000000e-02 1.529051987768e+00 1.962000000000e-03 2.000000000000e-01 + 6 5.500000000000e-02 1.160000000000e+01 5.700000000000e-01 1.000000000000e+00 1.300000000000e-02 1.300000000000e-02 1.300000000000e+00 2.000000000000e-03 2.000000000000e-01 + 7 7.000000000000e-02 1.390000000000e+01 5.400000000000e-01 1.010000000000e+00 1.000000000000e-02 1.000000000000e-02 9.900990099010e-01 2.020000000000e-03 2.000000000000e-01 + 8 9.000000000000e-02 1.690000000000e+01 5.100000000000e-01 1.001000000000e+00 1.100000000000e-02 1.100000000000e-02 1.098901098901e+00 2.002000000000e-03 2.000000000000e-01 + 9 1.250000000000e-01 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1.792000000000e-03 2.000000000000e-01 + 15 7.000000000000e-01 6.390000000000e+01 2.500000000000e-01 9.860000000000e-01 7.100000000000e-02 8.900000000000e-02 9.026369168357e+00 1.972000000000e-03 2.000000000000e-01 diff --git a/extras/data/NMC/nmc_be_c.data b/extras/data/NMC/nmc_be_c.data new file mode 100644 index 000000000..9aee4c893 --- /dev/null +++ b/extras/data/NMC/nmc_be_c.data @@ -0,0 +1,15 @@ + 1 1.250000000000e-02 3.400000000000e+00 7.300000000000e-01 1.014000000000e+00 1.300000000000e-02 2.000000000000e-02 1.972386587771e+00 2.028000000000e-03 2.000000000000e-01 + 2 1.750000000000e-02 4.500000000000e+00 6.900000000000e-01 1.021000000000e+00 1.300000000000e-02 2.100000000000e-02 2.056807051910e+00 2.042000000000e-03 2.000000000000e-01 + 3 2.500000000000e-02 6.000000000000e+00 6.600000000000e-01 1.019000000000e+00 9.000000000000e-03 9.000000000000e-03 8.832188420020e-01 2.038000000000e-03 2.000000000000e-01 + 4 3.500000000000e-02 8.000000000000e+00 6.200000000000e-01 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4.272194682289e+00 3.048322176627e-01 2.100000000000e+00 8.342425223391e-01 5.747126436782e+00 + 44 1.670000000000e-01 5.966238860400e+01 7.710000000000e-01 1.168931397857e+01 1.774468915154e+00 9.916149819976e-01 8.483089630539e+00 2.454755935501e-01 2.100000000000e+00 6.717996539411e-01 5.747126436782e+00 + 45 3.260000000000e-01 1.164666987120e+02 7.710000000000e-01 3.957547719939e+00 6.582954295119e-01 4.444790006350e-01 1.123117223314e+01 8.310850211873e-02 2.100000000000e+00 2.274452712609e-01 5.747126436782e+00 diff --git a/extras/data/NUTEVFe/metadata.yaml b/extras/data/NUTEVFe/metadata.yaml index 4a0af1ddf..d815905e9 100644 --- a/extras/data/NUTEVFe/metadata.yaml +++ b/extras/data/NUTEVFe/metadata.yaml @@ -2,9 +2,20 @@ arxiv: hep-ex/0102049 hepdata: 10.17182/hepdata.42034.v1 y_label: sigr_nt y_label_tex: $\sigma^\mathrm{NUTEV}_\mathrm{red}$ + NUTEV_CC_NB_FE_SIGMARED: description: NUTEV reduced cross section for antineutrino-nucleon scattering on iron nnpdf_id: NTVNBDMNFe + NUTEV_CC_NU_FE_SIGMARED: description: NUTEV reduced cross section for neutrino-nucleon scattering on iron nnpdf_id: NTVNUDMNFe + +# Nuclear versions of the Datasets +NUTEV_CC_NU_Fe_SIGRED: + description: NUTEV reduced cross section for neutrino-nucleon scattering on iron + nnpdf_id: NUTEV_NU_Fe + +NUTEV_CC_NB_Fe_SIGRED: + description: NUTEV reduced cross section for antineutrino-nucleon scattering on iron + nnpdf_id: NUTEV_NB_Fe diff --git a/extras/data/SLAC/metadata.yaml b/extras/data/SLAC/metadata.yaml index 483889485..bbd3a4ac7 100644 --- a/extras/data/SLAC/metadata.yaml +++ b/extras/data/SLAC/metadata.yaml @@ -1,12 +1,119 @@ arxiv: null hepdata: null + SLAC_NC_EM_P_F2: description: SLAC NC structure function, proton data nnpdf_id: SLACP y_label: F2p y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{p})}$ + SLAC_NC_EM_D_F2: description: SLAC NC structure function, deuteron data nnpdf_id: SLACD y_label: F2d y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{d})}$ + +# Nuclear versions of the Datasets +SLAC_NC_D_F2: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLAC_D + y_label: F2d + y_label_tex: $F_{2,\mathrm{tot}}^{(\mathrm{d})}$ + +# Nuclear Datasets +# -> Numerators +SLAC_E139_NC_Ag_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AgD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Al_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AlD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Au_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AuD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Be_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_BeD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_C_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_CD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Ca_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_CaD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Fe_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_FeD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_He_D_F2_NUM: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_HeD_N + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +# -> Denominators +SLAC_E139_NC_Ag_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AgD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Al_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AlD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Au_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_AuD_D + y_label: F2 + +SLAC_E139_NC_Be_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_BeD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_C_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_CD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Ca_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_CaD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_Fe_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_FeD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ + +SLAC_E139_NC_He_D_F2_DEN: + description: SLAC NC structure function, nuclear data + nnpdf_id: SLACE139_HeD_D + y_label: F2 + y_label_tex: $F_{2}^{\mathrm{tot}}$ diff --git a/extras/data/SLAC/slac_ag_d.data b/extras/data/SLAC/slac_ag_d.data new file mode 100644 index 000000000..823200799 --- /dev/null +++ b/extras/data/SLAC/slac_ag_d.data @@ 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9.647000000000e-03 1.100000000000e+00 9.647000000000e-03 1.000000000000e+00 +7.000000000000e-01 5.000000000000e+00 0.000000000000e+00 8.440000000000e-01 0.000000000000e+00 1.000000000000e-02 1.184834123223e+00 9.284000000000e-03 1.100000000000e+00 9.284000000000e-03 1.000000000000e+00 +6.000000000000e-01 1.000000000000e+01 0.000000000000e+00 8.580000000000e-01 0.000000000000e+00 1.400000000000e-02 1.631701631702e+00 9.438000000000e-03 1.100000000000e+00 9.438000000000e-03 1.000000000000e+00 diff --git a/extras/data/SLAC/slac_al_d.data b/extras/data/SLAC/slac_al_d.data new file mode 100644 index 000000000..816035412 --- /dev/null +++ b/extras/data/SLAC/slac_al_d.data @@ -0,0 +1,35 @@ +1.300000000000e-01 2.000000000000e+00 0.000000000000e+00 1.033000000000e+00 0.000000000000e+00 1.400000000000e-02 1.355275895450e+00 7.231000000000e-03 7.000000000000e-01 7.231000000000e-03 0.000000000000e+00 7.231000000000e-03 1.000000000000e+00 +2.200000000000e-01 2.000000000000e+00 0.000000000000e+00 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0.00015 + 0.850 23.40 0.00324 0.00009 0.00025 + 0.850 29.09 0.00280 0.00008 0.00022 diff --git a/extras/data/machinery/generate/BCDMS.py b/extras/data/machinery/generate/BCDMS.py index 24f8e9c22..7f0664218 100644 --- a/extras/data/machinery/generate/BCDMS.py +++ b/extras/data/machinery/generate/BCDMS.py @@ -1,7 +1,7 @@ import pathlib import tempfile -from .utils import load, obs_template +from .utils import check_duplicate_kins, load, obs_template def dump(src_path, _target): @@ -22,33 +22,41 @@ def dump(src_path, _target): src = pathlib.Path(src_path) esf = [] - text = src.read_text() - with tempfile.NamedTemporaryFile(mode="w") as ntf: - cut_text = "\n".join(text.splitlines()[::2]) - ntf.write(cut_text) - ntf.flush() - data = load(ntf.name, 0, ["x", "y", "Q2"]) - esf += [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + if "bcd_" in src.stem: # Proton Dataset + text = src.read_text() + with tempfile.NamedTemporaryFile(mode="w") as ntf: + cut_text = "\n".join(text.splitlines()[::2]) + ntf.write(cut_text) + ntf.flush() + data = load(ntf.name, 0, ["x", "y", "Q2"]) + esf += [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + else: + data = load(str(src), 0, ["-", "x", "Q2", "y"]) + esf = [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + + check_duplicate_kins(esf, subset=["x", "Q2"]) + obs["prDIS"] = "NC" obs["observables"] = {"F2_total": esf} obs["ProjectileDIS"] = "electron" - if "bcd_p" in src.stem: - obs["TargetDIS"] = "proton" - elif "bcd_d" in src.stem: + + if "bcd_d" in src.stem: obs["TargetDIS"] = "isoscalar" else: - raise ValueError("BCDMS unknown data") + obs["TargetDIS"] = "proton" return obs # renaming new_names = { - "bcd_d120": "BCDMS_NC_100GEV_EM_D_F2", - "bcd_d200": "BCDMS_NC_200GEV_EM_D_F2", - "bcd_d280": "BCDMS_NC_280GEV_EM_D_F2", + "bcd_d120": ["BCDMS_NC_100GEV_EM_D_F2", "BCDMS_NC_100GEV_D_F2"], + "bcd_d200": ["BCDMS_NC_200GEV_EM_D_F2", "BCDMS_NC_200GEV_D_F2"], + "bcd_d280": ["BCDMS_NC_280GEV_EM_D_F2", "BCDMS_NC_280GEV_D_F2"], "bcd_p100": "BCDMS_NC_100GEV_EM_P_F2", "bcd_p120": "BCDMS_NC_120GEV_EM_P_F2", "bcd_p200": "BCDMS_NC_200GEV_EM_P_F2", "bcd_p280": "BCDMS_NC_280GEV_EM_P_F2", + "bcdms_fe_d": ["BCDMS_85_NC_Fe_D_F2_NUM", "BCDMS_85_NC_Fe_D_F2_DEN"], + "bcdms_n_d": ["BCDMS_85_NC_N_D_F2_NUM", "BCDMS_85_NC_N_D_F2_DEN"], } diff --git a/extras/data/machinery/generate/CHORUS.py b/extras/data/machinery/generate/CHORUS.py index 88ae1bcb4..2761649bb 100644 --- a/extras/data/machinery/generate/CHORUS.py +++ b/extras/data/machinery/generate/CHORUS.py @@ -1,9 +1,9 @@ -from .utils import load, obs_template +from .utils import check_duplicate_kins, load, obs_template Mn = 0.9389 -def dump(src_path, _target): +def dump(src_path, target): """Compute CHORUS observables. Parameters @@ -18,22 +18,27 @@ def dump(src_path, _target): """ obs = obs_template.copy() + data = load(src_path, 0, ["Enu", "x", "y"]) esf = [ dict(x=d["x"], y=d["y"], Q2=2.0 * Mn * d["x"] * d["y"] * d["Enu"]) for d in data ] + tname = str(target).split("/")[-2] + obs["TargetDIS"] = "proton" if "SIGRED" in tname else "lead" + # TODO: addint the `y`-dimension should not be required here! + check_duplicate_kins(esf, subset=["x", "Q2", "y"]) + is_nu = "nu" in src_path.stem obs["prDIS"] = "CC" xs = "XSCHORUSCC" obs["observables"] = {xs: esf} obs["ProjectileDIS"] = "neutrino" if is_nu else "antineutrino" - obs["TargetDIS"] = "lead" return obs # renaming new_names = { - "x-sec_shift_nb": "CHORUS_CC_NB_PB_SIGMARED", - "x-sec_shift_nu": "CHORUS_CC_NU_PB_SIGMARED", + "x-sec_shift_nb": ["CHORUS_CC_NB_PB_SIGMARED", "CHORUS_CC_NB_PB_SIGRED"], + "x-sec_shift_nu": ["CHORUS_CC_NU_PB_SIGMARED", "CHORUS_CC_NU_PB_SIGRED"], } diff --git a/extras/data/machinery/generate/EMC.py b/extras/data/machinery/generate/EMC.py new file mode 100644 index 000000000..9acb696b0 --- /dev/null +++ b/extras/data/machinery/generate/EMC.py @@ -0,0 +1,40 @@ +from .utils import check_duplicate_kins, load, obs_template + + +def dump(src_path, _target): + """Compute SLAC observables. + + Parameters + ---------- + src_path : str + input path + + Returns + ------- + dict + observables dictionary, corresponding to the runcard + + """ + + obs = obs_template.copy() + data = load(src_path, 0, ["-", "x", "Q2", "y"]) + esf = [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + check_duplicate_kins(esf, subset=["x", "Q2"]) + + obs["prDIS"] = "NC" + obs["observables"] = {"F2_total": esf} + obs["ProjectileDIS"] = "electron" + + obs["TargetDIS"] = "proton" + + return obs + + +# renaming +new_names = { + "emc_c_d": ["EMC_90_NC_C_D_F2_NUM", "EMC_90_NC_C_D_F2_DEN"], + "emc_ca_d": ["EMC_90_NC_Ca_D_F2_NUM", "EMC_90_NC_Ca_D_F2_DEN"], + "emc_cu_d": ["EMC_93_NC_Cu_D_F2_NUM", "EMC_93_NC_Cu_D_F2_DEN"], + "emc_fe_d": ["EMC_97_NC_Fe_D_F2_NUM", "EMC_97_NC_Fe_D_F2_DEN"], + "emc_sn_d": ["EMC_88_NC_Sn_D_F2_NUM", "EMC_88_NC_Sn_D_F2_DEN"], +} diff --git a/extras/data/machinery/generate/FNAL.py b/extras/data/machinery/generate/FNAL.py new file mode 100644 index 000000000..17c566dcb --- /dev/null +++ b/extras/data/machinery/generate/FNAL.py @@ -0,0 +1,39 @@ +from .utils import check_duplicate_kins, load, obs_template + + +def dump(src_path, _target): + """Compute SLAC observables. + + Parameters + ---------- + src_path : str + input path + + Returns + ------- + dict + observables dictionary, corresponding to the runcard + + """ + + obs = obs_template.copy() + data = load(src_path, 0, ["-", "x", "Q2", "y"]) + esf = [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + check_duplicate_kins(esf, subset=["x", "Q2"]) + + obs["prDIS"] = "NC" + obs["observables"] = {"F2_total": esf} + obs["ProjectileDIS"] = "electron" + + obs["TargetDIS"] = "proton" + + return obs + + +# renaming +new_names = { + "fnal_c_d": ["FNAL_E665_NC_C_D_F2_NUM", "FNAL_E665_NC_C_D_F2_DEN"], + "fnal_ca_d": ["FNAL_E665_NC_Ca_D_F2_NUM", "FNAL_E665_NC_Ca_D_F2_DEN"], + "fnal_pb_d": ["FNAL_E665_NC_Pb_D_F2_NUM", "FNAL_E665_NC_Pb_D_F2_DEN"], + "fnal_xe_d": ["FNAL_E665_NC_Xe_D_F2_NUM", "FNAL_E665_NC_Xe_D_F2_DEN"], +} diff --git a/extras/data/machinery/generate/NMC.py b/extras/data/machinery/generate/NMC.py index 95cd14099..c4e71495a 100644 --- a/extras/data/machinery/generate/NMC.py +++ b/extras/data/machinery/generate/NMC.py @@ -1,7 +1,7 @@ import pathlib import tempfile -from .utils import load, obs_template +from .utils import check_duplicate_kins, load, obs_template def dump(src_path, target): @@ -33,10 +33,18 @@ def dump(src_path, target): obs["observables"] = {"XSHERANC": esf} obs["TargetDIS"] = "proton" else: - data = load(str(src), 0, ["x", "Q2"]) - esf = [dict(x=d["x"], y=1.0, Q2=d["Q2"]) for d in data] + if len(src.stem.split("_")) == 3: + data = load(str(src), 0, ["-", "x", "Q2", "y"]) + esf = [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + else: + data = load(str(src), 0, ["x", "Q2"]) + esf = [dict(x=d["x"], y=1.0, Q2=d["Q2"]) for d in data] + obs["observables"] = {"F2_total": esf} - obs["TargetDIS"] = "proton" if "_P_" in target.parent.name else "isoscalar" + obs["TargetDIS"] = "isoscalar" if "_D_" in target.parent.name else "proton" + + # TODO: check the `y`-dimension should not be required here? + check_duplicate_kins(esf, subset=["x", "Q2", "y"]) obs["prDIS"] = "NC" obs["ProjectileDIS"] = "electron" @@ -47,5 +55,23 @@ def dump(src_path, target): # renaming new_names = { "nmc_p": "NMC_NC_EM_P_SIGMARED", - "nmc_f2df2p": ["NMC_NC_EM_P_F2", "NMC_NC_EM_D_F2"], + "nmc_f2df2p": [ + "NMC_NC_EM_P_F2", + "NMC_NC_EM_D_F2", + "NMC_p_D", + "NMC_NC_D_P_F2_NUM", + "NMC_NC_D_P_F2_DEN", + ], + "nmc_al_c": ["NCM_96_NC_Al_C_F2_NUM", "NCM_96_NC_Al_C_F2_DEN"], + "nmc_be_c": ["NCM_96_NC_Be_C_F2_NUM", "NCM_96_NC_Be_C_F2_DEN"], + "nmc_c_d": ["NCM_95_NC_C_D_F2_NUM", "NCM_95_NC_C_D_F2_DEN"], + "nmc_c_li": ["NCM_96RE_NC_C_Li_F3_NUM", "NCM_96RE_NC_C_Li_F3_DEN"], + "nmc_ca_c": ["NCM_96_NC_Ca_C_F2_NUM", "NCM_96_NC_Ca_C_F2_DEN"], + "nmc_ca_d": ["NCM_95RE_NC_Ca_D_F2_NUM", "NCM_95RE_NC_Ca_D_F2_DEN"], + "nmc_ca_li": ["NCM_96RE_NC_Ca_Li_F2_NUM", "NCM_96RE_NC_Ca_Li_F2_DEN"], + "nmc_fe_c": ["NCM_96_NC_Fe_C_F2_NUM", "NCM_96_NC_Fe_C_F2_DEN"], + "nmc_he_d": ["NCM_95RE_NC_He_D_F2_NUM", "NCM_95RE_NC_He_D_F2_DEN"], + "nmc_li_d": ["NCM_95_NC_Li_D_F2_NUM", "NCM_95_NC_Li_D_F2_DEN"], + "nmc_pb_c": ["NCM_96_NC_Pb_C_F2_NUM", "NCM_96_NC_Pb_C_F2_DEN"], + "nmc_sn_c": ["NCM_96_NC_Sn_C_F2_NUM", "NCM_96_NC_Sn_C_F2_DEN"], } diff --git a/extras/data/machinery/generate/NUTEV.py b/extras/data/machinery/generate/NUTEV.py index d3e64ff6a..fb4a3530c 100644 --- a/extras/data/machinery/generate/NUTEV.py +++ b/extras/data/machinery/generate/NUTEV.py @@ -1,4 +1,6 @@ -from .utils import load, obs_template +import pathlib + +from .utils import check_duplicate_kins, load, obs_template mn = 0.938 @@ -17,17 +19,27 @@ def dump(src_path, _target): observables dictionary, corresponding to the runcard """ + src = pathlib.Path(src_path) obs = obs_template.copy() - data = load(src_path, 0, ["-", "Enu", "y", "x"]) - esf = [ - dict(x=d["x"], y=d["y"], Q2=2.0 * mn * d["x"] * d["y"] * d["Enu"]) for d in data - ] + + if src.stem.split("_")[-1] == "Fe": + data = load(str(src), 0, ["-", "x", "Q2", "y"]) + esf = [dict(x=d["x"], y=d["y"], Q2=d["Q2"]) for d in data] + obs["TargetDIS"] = "proton" + else: + data = load(src_path, 0, ["-", "Enu", "y", "x"]) + esf = [ + dict(x=d["x"], y=d["y"], Q2=2.0 * mn * d["x"] * d["y"] * d["Enu"]) + for d in data + ] + obs["TargetDIS"] = "iron" + check_duplicate_kins(esf, subset=["x", "Q2"]) + is_nu = "NU" in src_path.stem obs["prDIS"] = "CC" xs = "XSNUTEVCC_charm" obs["observables"] = {xs: esf} obs["ProjectileDIS"] = "neutrino" if is_nu else "antineutrino" - obs["TargetDIS"] = "iron" return obs @@ -36,4 +48,6 @@ def dump(src_path, _target): new_names = { "NTVNBDMNFe": "NUTEV_CC_NB_FE_SIGMARED", "NTVNUDMNFe": "NUTEV_CC_NU_FE_SIGMARED", + "NUTEV_NB_Fe": "NUTEV_CC_NB_Fe_SIGRED", + "NUTEV_NU_Fe": "NUTEV_CC_NU_Fe_SIGRED", } diff --git a/extras/data/machinery/generate/SLAC.py b/extras/data/machinery/generate/SLAC.py index 049fcdc70..a347ebf34 100644 --- a/extras/data/machinery/generate/SLAC.py +++ b/extras/data/machinery/generate/SLAC.py @@ -1,4 +1,4 @@ -from .utils import load, obs_template +from .utils import check_duplicate_kins, load, obs_template def dump(src_path, target): @@ -21,7 +21,11 @@ def dump(src_path, target): obs["prDIS"] = "NC" obs["observables"] = {"F2_total": esf} obs["ProjectileDIS"] = "electron" - obs["TargetDIS"] = "proton" if "_P_" in target.parent.name else "isoscalar" + # Make sure that the nuclear datasets are computed with a `proton` + # target even if we have `Deuteron` in the denominator. + obs["TargetDIS"] = "isoscalar" if "_EM_D" in target.parent.name else "proton" + print(f"**** {src_path}") + check_duplicate_kins(esf, subset=["x", "Q2"]) return obs @@ -30,4 +34,13 @@ def dump(src_path, target): new_names = { "slac_d": "SLAC_NC_EM_D_F2", "slac_p": "SLAC_NC_EM_P_F2", + "slac_nuc_d": "SLAC_NC_D_F2", + "slac_he_d": ["SLAC_E139_NC_He_D_F2_NUM", "SLAC_E139_NC_He_D_F2_DEN"], + "slac_be_d": ["SLAC_E139_NC_Be_D_F2_NUM", "SLAC_E139_NC_Be_D_F2_DEN"], + "slac_c_d": ["SLAC_E139_NC_C_D_F2_NUM", "SLAC_E139_NC_C_D_F2_DEN"], + "slac_al_d": ["SLAC_E139_NC_Al_D_F2_NUM", "SLAC_E139_NC_Al_D_F2_DEN"], + "slac_ca_d": ["SLAC_E139_NC_Ca_D_F2_NUM", "SLAC_E139_NC_Ca_D_F2_DEN"], + "slac_fe_d": ["SLAC_E139_NC_Fe_D_F2_NUM", "SLAC_E139_NC_Fe_D_F2_DEN"], + "slac_ag_d": ["SLAC_E139_NC_Ag_D_F2_NUM", "SLAC_E139_NC_Ag_D_F2_DEN"], + "slac_au_d": ["SLAC_E139_NC_Au_D_F2_NUM", "SLAC_E139_NC_Au_D_F2_DEN"], } diff --git a/extras/data/machinery/generate/__init__.py b/extras/data/machinery/generate/__init__.py index cc38f0221..394f973e7 100644 --- a/extras/data/machinery/generate/__init__.py +++ b/extras/data/machinery/generate/__init__.py @@ -1,8 +1,8 @@ -from . import BCDMS, CHORUS, HERA, NMC, NUTEV, POS, SLAC, utils +from . import BCDMS, CHORUS, EMC, FNAL, HERA, NMC, NUTEV, POS, SLAC, utils exps = { getattr(m, "__name__").rsplit(".", maxsplit=1)[-1]: m - for m in [BCDMS, CHORUS, HERA, NMC, NUTEV, POS, SLAC] + for m in [BCDMS, CHORUS, FNAL, HERA, EMC, NMC, NUTEV, POS, SLAC] } diff --git a/extras/data/machinery/generate/utils.py b/extras/data/machinery/generate/utils.py index 19987d709..6bfa40ccb 100644 --- a/extras/data/machinery/generate/utils.py +++ b/extras/data/machinery/generate/utils.py @@ -1,6 +1,7 @@ import pathlib import numpy as np +import pandas as pd import yaml from yadmark.data import pineappl_xgrid @@ -10,6 +11,10 @@ runcards = here.parents[1] / "_runcards" +class DuplicateKinematics(Exception): + pass + + def load(path, skiprows, fields): """ Load esf kinematics from file @@ -80,3 +85,9 @@ def metadata(path, new_name): metadata["fktable_id"] = metadata["nnpdf_id"] return metadata + + +def check_duplicate_kins(dict_list, subset): + df = pd.DataFrame(dict_list) + if df.duplicated(subset=subset).any(): + raise DuplicateKinematics("There are duplicate kinematics!") diff --git a/poetry.lock b/poetry.lock index ab2c4ebd3..d94c15add 100644 --- a/poetry.lock +++ b/poetry.lock @@ -113,31 +113,32 @@ hg = ["python-hglib (>=1.5)"] [[package]] name = "attrs" -version = "23.1.0" +version = "23.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"}, + {file = "attrs-23.2.0.tar.gz", hash = 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