Add EIC projection measurements for polarised fits

extras/data/ATHENA/athena_105gev_ep

@@ -0,0 +1,123 @@
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extras/data/ATHENA/athena_140gev_ep

@@ -0,0 +1,131 @@
+0.000129	1.29	0.505
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extras/data/ATHENA/athena_29gev_ep

@@ -0,0 +1,76 @@
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extras/data/ATHENA/athena_45gev_ep

@@ -0,0 +1,92 @@
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extras/data/ATHENA/athena_63gev_ep

@@ -0,0 +1,91 @@
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extras/data/ATHENA/metadata.yaml

@@ -0,0 +1,67 @@
+nnpdf_id: null
+fktable_id: null
+
+# For Sqrt_s=29 GeV and beam energies (5, 41) GeV
+ATHENA_NC_29GEV_EP_G1:
+  description: polarized structure function $g_1$ from ATHENA projections
+  y_label: 2xg1
+  y_label_tex: $2xg_1$
+  hepdata: null
+
+ATHENA_NC_29GEV_EP_F1:
+  description: unpolarized structure function $F_1$ from ATHENA projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=45 GeV and beam energies (5, 100) GeV
+ATHENA_NC_45GEV_EP_G1:
+  description: polarized structure function $g_1$ from ATHENA projections
+  y_label: 2xg1
+  y_label_tex: $2xg_1$
+  hepdata: null
+
+ATHENA_NC_45GEV_EP_F1:
+  description: unpolarized structure function $F_1$ from ATHENA projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=63 GeV and beam energies (10, 100) GeV
+ATHENA_NC_63GEV_EP_G1:
+  description: polarized structure function $g_1$ from ATHENA projections
+  y_label: 2xg1
+  y_label_tex: $2xg_1$
+  hepdata: null
+
+ATHENA_NC_63GEV_EP_F1:
+  description: unpolarized structure function $F_1$ from ATHENA projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=105 GeV and beam energies (10, 275) GeV
+ATHENA_NC_105GEV_EP_G1:
+  description: polarized structure function $g_1$ from ATHENA projections
+  y_label: 2xg1
+  y_label_tex: $2xg_1$
+  hepdata: null
+
+ATHENA_NC_105GEV_EP_F1:
+  description: unpolarized structure function $F_1$ from ATHENA projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=140 GeV and beam energies (18, 275) GeV
+ATHENA_NC_140GEV_EP_G1:
+  description: polarized structure function $g_1$ from ATHENA projections
+  y_label: 2xg1
+  y_label_tex: $2xg_1$
+  hepdata: null
+
+ATHENA_NC_140GEV_EP_F1:
+  description: unpolarized structure function $F_1$ from ATHENA projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null

extras/data/COMPASS15/metadata.yaml

@@ -1,13 +1,13 @@
 nnpdf_id: null
 fktable_id: null
 
-COMPASS15_NC_17GEV_MUP_G1:
+COMPASS15_NC_NOTFIXED_MUP_G1:
   description: polarized structure function $g_1$ in COMPASS with proton target
   y_label: 2xg1
   y_label_tex: $2xg_1$
   hepdata: https://www.hepdata.net/record/ins1357198
 
-COMPASS15_NC_25GEV_MUD_G1:
+COMPASS15_NC_NOTFIXED_MUD_G1:
   description: polarized structure function $g_1$ in COMPASS with deuteron target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/E142/metadata.yaml

@@ -1,7 +1,7 @@
 nnpdf_id: null
 fktable_id: null
 
-E142_NC_58GEV_EN_G1:
+E142_NC_NOTFIXED_EN_G1:
   description: polarized structure function $g_1$ in E142 with neutron target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/E143/metadata.yaml

@@ -2,12 +2,12 @@ nnpdf_id: null
 fktable_id: null
 hepdata: https://www.hepdata.net/record/ins467140
 
-E143_NC_4GEV_EP_G1:
+E143_NC_NOTFIXED_EP_G1:
   description: polarized structure function $g_1$ in E143 with proton target
   y_label: 2xg1
   y_label_tex: $2xg_1$
 
-E143_NC_8GEV_ED_G1:
+E143_NC_NOTFIXED_ED_G1:
   description: polarized structure function $g_1$ in E143 with deuteron target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/EIC/EIC_18_275_A1c_100fb-1.txt

@@ -0,0 +1,11 @@
+0.000240225     2.73001 0.00260049
+0.000393498     3.45159 0.0032644
+0.000556682     4.03062 0.00393122
+0.000760131     4.63043 0.00450892
+0.001018        5.29036 0.00525977
+0.00135955      5.97483 0.00597521
+0.00182221      6.79478 0.00679294
+0.00247674      8.30593 0.00758583
+0.0035644       11.4853 0.00805148
+0.00577839      17.8019 0.00877917
+0.0182267       52.3854 0.0101136

extras/data/EIC/EIC_5_100_A1c_100fb-1.txt

@@ -0,0 +1,10 @@
+0.00210275      2.61524 0.0044181
+0.00318165      3.22166 0.00523863
+0.00431087      3.76145 0.00594865
+0.00563938      4.26883 0.00659991
+0.0073065       4.85568 0.00739964
+0.00951243      5.58142 0.00834399
+0.012632        6.42464 0.00923507
+0.0174056       7.63892 0.0103193
+0.0260694       9.86135 0.0115804
+0.0627151       20.7037 0.0135544

extras/data/EIC/EIC_5_41_A1c_100fb-1.txt

@@ -0,0 +1,10 @@
+0.0048499       2.54933 0.00672086
+0.00703289      3.10815 0.00767392
+0.00920086      3.58839 0.00822064
+0.0117715       4.09389 0.00935268
+0.0149141       4.65683 0.00979612
+0.0190106       5.30941 0.0110492
+0.0246448       6.2185  0.0118684
+0.0332428       7.39412 0.0134677
+0.0489573       9.20167 0.0156306
+0.103627        15.9766 0.0205952

extras/data/EIC/metadata.yaml

@@ -0,0 +1,41 @@
+nnpdf_id: null
+fktable_id: null
+
+# For Sqrt_s=43 GeV and beam energies (5, 41) GeV
+EIC_NC_43GEV_EP_G1CHARM:
+  description: polarized structure function $g_1^c$ from EIC projections
+  y_label: 2xg1c
+  y_label_tex: $2xg_1^c$
+  hepdata: null
+
+EIC_NC_43GEV_EP_F1CHARM:
+  description: unpolarized structure function $F_1$ from EIC projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=67 GeV and beam energies (5, 100) GeV
+EIC_NC_67GEV_EP_G1CHARM:
+  description: polarized structure function $g_1^c$ from EIC projections
+  y_label: 2xg1c
+  y_label_tex: $2xg_1^c$
+  hepdata: null
+
+EIC_NC_67GEV_EP_F1CHARM:
+  description: unpolarized structure function $F_1$ from EIC projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=211 GeV and beam energies (18, 275) GeV
+EIC_NC_211GEV_EP_G1CHARM:
+  description: polarized structure function $g_1^c$ from EIC projections
+  y_label: 2xg1c
+  y_label_tex: $2xg_1^c$
+  hepdata: null
+
+EIC_NC_211GEV_EP_F1CHARM:
+  description: unpolarized structure function $F_1$ from EIC projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null

extras/data/EIcC/EIcC_3_20_A1c_100fb-1.txt

@@ -0,0 +1,20 @@
+0.0118543       2.33943 0.0131741
+0.0147498       2.67647 0.0137443
+0.0170879       2.92672 0.0145816
+0.0193576       3.14972 0.0148745
+0.0216843       3.38092 0.0154729
+0.024134        3.61084 0.0163357
+0.026757        3.83911 0.0166505
+0.029609        4.07714 0.0173117
+0.0327378       4.32469 0.0177981
+0.036235        4.62301 0.0184076
+0.0401922       4.91469 0.0196155
+0.0447057       5.22312 0.0201606
+0.0498705       5.57079 0.0206674
+0.0559157       5.90818 0.0224443
+0.063158        6.30866 0.0235975
+0.0719283       6.76403 0.0249343
+0.082977        7.29287 0.028093
+0.098045        8.23912 0.0294843
+0.122323        9.93854 0.03264
+0.194617        15.7033 0.0412479

extras/data/EIcC/EIcC_5_25_A1c_100fb-1.txt

@@ -0,0 +1,20 @@
+0.0068164       2.35927 0.00858772
+0.00867301      2.70472 0.00918325
+0.0101997       2.9482  0.00989902
+0.0116997       3.18471 0.0105122
+0.0132466       3.41175 0.010999
+0.0148812       3.63892 0.0115985
+0.01666 3.8813  0.0119657
+0.018605        4.1459  0.01256
+0.0207568       4.43653 0.0129563
+0.0232027       4.74319 0.0135662
+0.0260104       5.05546 0.0141511
+0.0292666       5.42151 0.0149317
+0.0330757       5.86492 0.0155973
+0.0377102       6.34746 0.0165588
+0.0434833       6.871   0.0174989
+0.0507568       7.45673 0.0188441
+0.0604552       8.18451 0.0205689
+0.0743193       9.18998 0.0232922
+0.096939        10.822  0.0266716
+0.165807        17.5539 0.0342092

extras/data/EIcC/metadata.yaml

@@ -0,0 +1,28 @@
+nnpdf_id: null
+fktable_id: null
+
+# For Sqrt_s=15 GeV and beam energies (3.5, 20) GeV
+EIcC_NC_15GEV_EP_G1CHARM:
+  description: polarized structure function $g_1^c$ from EIcC projections
+  y_label: 2xg1c
+  y_label_tex: $2xg_1^c$
+  hepdata: null
+
+EIcC_NC_15GEV_EP_F1CHARM:
+  description: unpolarized structure function $F_1$ from EIcC projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null
+
+# For Sqrt_s=22 GeV and beam energies (5, 25) GeV
+EIcC_NC_22GEV_EP_G1CHARM:
+  description: polarized structure function $g_1^c$ from EIcC projections
+  y_label: 2xg1c
+  y_label_tex: $2xg_1^c$
+  hepdata: null
+
+EIcC_NC_22GEV_EP_F1CHARM:
+  description: unpolarized structure function $F_1$ from EIcC projections
+  y_label: 2xF1
+  y_label_tex: $2xF_1$
+  hepdata: null

extras/data/EMC/metadata.yaml

@@ -1,7 +1,7 @@
 nnpdf_id: null
 fktable_id: null
 
-EMC_NC_16GEV_MUP_G1:
+EMC_NC_NOTFIXED_MUP_G1:
   description: polarized structure function $g_1$ in EMC with proton target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/JLABE97/metadata.yaml

@@ -1,7 +1,7 @@
 nnpdf_id: null
 fktable_id: null
 
-JLABE97_NC_3GEV_EN_G1:
+JLABE97_NC_NOTFIXED_EN_G1:
   description: polarized structure function $g_1$ in JLABE97 with neutron target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/JLABEG1B/metadata.yaml

@@ -2,22 +2,22 @@ nnpdf_id: null
 fktable_id: null
 hepdata: https://www.hepdata.net/record/ins717523
 
-JLABEG1B_NC_4GEV_ED_F1:
+JLABEG1B_NC_NOTFIXED_ED_F1:
   description: unpolarized structure function $F_1$ in JLABEG1B with deuteron target
   y_label: 2xF1
   y_label_tex: $2xF_1$
 
-JLABEG1B_NC_4GEV_ED_G1:
+JLABEG1B_NC_NOTFIXED_ED_G1:
   description: polarized structure function $g_1$ in JLABEG1B with deuteron target
   y_label: 2xg1
   y_label_tex: $2xg_1$
 
-JLABEG1B_NC_3GEV_EP_F1:
+JLABEG1B_NC_NOTFIXED_EP_F1:
   description: unpolarized structure function $F_1$ in JLABEG1B with proton target
   y_label: 2xF1
   y_label_tex: $2xF_1$
 
-JLABEG1B_NC_3GEV_EP_G1:
+JLABEG1B_NC_NOTFIXED_EP_G1:
   description: polarized structure function $g_1$ in JLABEG1B with proton target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/SMC/metadata.yaml

@@ -2,12 +2,12 @@ nnpdf_id: null
 fktable_id: null
 hepdata: https://www.hepdata.net/record/ins471981
 
-SMC_NC_17GEV_MUP_G1:
+SMC_NC_NOTFIXED_MUP_G1:
   description: polarized structure function $g_1$ in SMC with proton target
   y_label: 2xg1
   y_label_tex: $2xg_1$
 
-SMC_NC_24GEV_MUD_G1:
+SMC_NC_NOTFIXED_MUD_G1:
   description: polarized structure function $g_1$ in SMC with deuteron target
   y_label: 2xg1
   y_label_tex: $2xg_1$

extras/data/machinery/generate/ATHENA.py

@@ -0,0 +1,12 @@
+import numpy as np
+
+from .utils import dump_polarized as dump
+
+# renaming
+new_names = {
+    "athena_29gev_ep": ["ATHENA_NC_29GEV_EP_G1", "ATHENA_NC_29GEV_EP_F1"],
+    "athena_45gev_ep": ["ATHENA_NC_45GEV_EP_G1", "ATHENA_NC_45GEV_EP_F1"],
+    "athena_63gev_ep": ["ATHENA_NC_63GEV_EP_G1", "ATHENA_NC_63GEV_EP_F1"],
+    "athena_105gev_ep": ["ATHENA_NC_105GEV_EP_G1", "ATHENA_NC_105GEV_EP_F1"],
+    "athena_140gev_ep": ["ATHENA_NC_140GEV_EP_G1", "ATHENA_NC_140GEV_EP_F1"],
+}

extras/data/machinery/generate/COMPASS15.py

@@ -2,6 +2,6 @@
 
 # renaming
 new_names = {
-    "compass15_mud_g1": "COMPASS15_NC_25GEV_MUD_G1",
-    "compass15_mup_g1": "COMPASS15_NC_17GEV_MUP_G1",
+    "compass15_mud_g1": "COMPASS15_NC_NOTFIXED_MUD_G1",
+    "compass15_mup_g1": "COMPASS15_NC_NOTFIXED_MUP_G1",
 }

extras/data/machinery/generate/E142.py

@@ -2,5 +2,5 @@
 
 # renaming
 new_names = {
-    "e142_en_g1": "E142_NC_58GEV_EN_G1",
+    "e142_en_g1": "E142_NC_NOTFIXED_EN_G1",
 }

extras/data/machinery/generate/E143.py

@@ -2,6 +2,6 @@
 
 # renaming
 new_names = {
-    "e143_ep_g1": "E143_NC_4GEV_EP_G1",
-    "e143_ed_g1": "E143_NC_8GEV_ED_G1",
+    "e143_ep_g1": "E143_NC_NOTFIXED_EP_G1",
+    "e143_ed_g1": "E143_NC_NOTFIXED_ED_G1",
 }

extras/data/machinery/generate/EIC.py

@@ -0,0 +1,10 @@
+import numpy as np
+
+from .utils import dump_polarized as dump
+
+# renaming
+new_names = {
+    "EIC_5_41_A1c_100fb-1": ["EIC_NC_43GEV_EP_G1", "EIC_NC_43GEV_EP_F1"],
+    "EIC_5_100_A1c_100fb-1": ["EIC_NC_67GEV_EP_G1", "EIC_NC_67GEV_EP_F1"],
+    "EIC_18_275_A1c_100fb-1": ["EIC_NC_211GEV_EP_G1", "EIC_NC_211GEV_EP_F1"],
+}

extras/data/machinery/generate/EIcC.py

@@ -0,0 +1,9 @@
+import numpy as np
+
+from .utils import dump_polarized as dump
+
+# renaming
+new_names = {
+    "EIcC_3_20_A1c_100fb-1": ["EIcC_NC_15GEV_EP_G1", "EIcC_NC_15GEV_EP_F1"],
+    "EIcC_5_25_A1c_100fb-1": ["EIcC_NC_22GEV_EP_G1", "EIcC_NC_22GEV_EP_F1"],
+}

extras/data/machinery/generate/EMC.py

@@ -2,5 +2,5 @@
 
 # renaming
 new_names = {
-    "emc_mup_g1": "EMC_NC_16GEV_MUP_G1",
+    "emc_mup_g1": "EMC_NC_NOTFIXED_MUP_G1",
 }

extras/data/machinery/generate/JLABE97.py

@@ -2,5 +2,5 @@
 
 # renaming
 new_names = {
-    "jlabe97_en_g1": "JLABE97_NC_3GEV_EN_G1",
+    "jlabe97_en_g1": "JLABE97_NC_NOTFIXED_EN_G1",
 }

extras/data/machinery/generate/JLABEG1B.py

@@ -2,6 +2,6 @@
 
 # renaming
 new_names = {
-    "jlabeg1b_ep_g1f1": ["JLABEG1B_NC_3GEV_EP_G1", "JLABEG1B_NC_3GEV_EP_F1"],
-    "jlabeg1b_ed_g1f1": ["JLABEG1B_NC_4GEV_ED_G1", "JLABEG1B_NC_4GEV_ED_F1"],
+    "jlabeg1b_ep_g1f1": ["JLABEG1B_NC_NOTFIXED_EP_G1", "JLABEG1B_NC_NOTFIXED_F1"],
+    "jlabeg1b_ed_g1f1": ["JLABEG1B_NC_NOTFIXED_ED_G1", "JLABEG1B_NC_NOTFIXED_ED_F1"],
 }

extras/data/machinery/generate/SMC.py

@@ -2,6 +2,6 @@
 
 # renaming
 new_names = {
-    "smc_mud_g1": "SMC_NC_24GEV_MUD_G1",
-    "smc_mup_g1": "SMC_NC_17GEV_MUP_G1",
+    "smc_mud_g1": "SMC_NC_NOTFIXED_MUD_G1",
+    "smc_mup_g1": "SMC_NC_NOTFIXED_MUP_G1",
 }

extras/data/machinery/generate/__init__.py

@@ -1,4 +1,5 @@
 from . import (
+    ATHENA,
     BCDMS,
     CHORUS,
     COMPASS,
@@ -7,6 +8,7 @@
     E143,
     E154,
     E155,
+    EIC,
     EMC,
     HERA,
     HERMES,
@@ -22,6 +24,7 @@
     SLAC,
     SMC,
     SMCSX,
+    EIcC,
     utils,
 )
 
@@ -51,6 +54,9 @@
         NUTEV,
         POS,
         SLAC,
+        EIC,
+        EIcC,
+        ATHENA,
     ]
 }
 

extras/data/machinery/generate/utils.py

@@ -81,14 +81,39 @@ def dump_polarized(src_path, target):
         observables dictionary, corresponding to the runcard
 
     """
+
+    # We make a case distinction for several experiments:
     obs = obs_template.copy()
-    data = load(src_path, 0, ["x", "Q2"])
-    dict_kins = [
-        dict(x=d["x"]["mid"], y=d["y"]["mid"], Q2=d["Q2"]["mid"]) for d in data
-    ]
+    if "ATHENA" in target.parent.name:
+        data = np.genfromtxt(src_path)
+        dict_kins = [dict(x=float(d[0]), y=float(d[2]), Q2=float(d[1])) for d in data]
+
+        obs["PolarizationDIS"] = 0.0 if "_F1" in target.parent.name else 1.0
+        observable_name = "F1_total" if "_F1" in target.parent.name else "g1_total"
+
+    elif "EIC" in target.parent.name:
+        data = np.genfromtxt(src_path)
+        dict_kins = [dict(x=float(d[0]), y=0.0, Q2=float(d[1])) for d in data]
+
+        obs["PolarizationDIS"] = 0.0 if "_F1" in target.parent.name else 1.0
+        observable_name = "F1_charm" if "_F1" in target.parent.name else "g1_charm"
+
+    elif "EIcC" in target.parent.name:
+        data = np.genfromtxt(src_path)
+        dict_kins = [dict(x=float(d[0]), y=0.0, Q2=float(d[1])) for d in data]
+
+        obs["PolarizationDIS"] = 0.0 if "_F1" in target.parent.name else 1.0
+        observable_name = "F1_charm" if "_F1" in target.parent.name else "g1_charm"
+
+    else:
+        data = load(src_path, 0, ["x", "Q2"])
+        dict_kins = [
+            dict(x=d["x"]["mid"], y=d["y"]["mid"], Q2=d["Q2"]["mid"]) for d in data
+        ]
+
+        obs["PolarizationDIS"] = 0.0 if "_F1" in target.parent.name else 1.0
+        observable_name = "F1_total" if "_F1" in target.parent.name else "g1_total"
 
-    obs["PolarizationDIS"] = 0.0 if "_F1" in target.parent.name else 1.0
-    observable_name = "F1_total" if "_F1" in target.parent.name else "g1_total"
     obs["observables"] = {observable_name: dict_kins}
     if "_ep_" in str(src_path.stem) or "_mup_" in str(src_path.stem):
         obs["TargetDIS"] = "proton"