Init template for pDIS generators

extras/data/E155/e155_g1f1.yaml

@@ -0,0 +1,289 @@
+bins:
+- x:
+    min: null
+    mid: 0.015
+    max: null
+  Q2:
+    min: null
+    mid: 1.22
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.5
+    max: null
+  Q2:
+    min: null
+    mid: 5.77
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.5
+    max: null
+  Q2:
+    min: null
+    mid: 14.02
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.5
+    max: null
+  Q2:
+    min: null
+    mid: 26.86
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.75
+    max: null
+  Q2:
+    min: null
+    mid: 15.7
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.75
+    max: null
+  Q2:
+    min: null
+    mid: 34.72
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.025
+    max: null
+  Q2:
+    min: null
+    mid: 1.59
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.035
+    max: null
+  Q2:
+    min: null
+    mid: 2.05
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.05
+    max: null
+  Q2:
+    min: null
+    mid: 2.58
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.05
+    max: null
+  Q2:
+    min: null
+    mid: 4.01
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.08
+    max: null
+  Q2:
+    min: null
+    mid: 3.24
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.08
+    max: null
+  Q2:
+    min: null
+    mid: 5.36
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.125
+    max: null
+  Q2:
+    min: null
+    mid: 4.03
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.125
+    max: null
+  Q2:
+    min: null
+    mid: 7.17
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.125
+    max: null
+  Q2:
+    min: null
+    mid: 10.99
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.175
+    max: null
+  Q2:
+    min: null
+    mid: 4.62
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.175
+    max: null
+  Q2:
+    min: null
+    mid: 8.9
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.175
+    max: null
+  Q2:
+    min: null
+    mid: 13.19
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.25
+    max: null
+  Q2:
+    min: null
+    mid: 5.06
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.25
+    max: null
+  Q2:
+    min: null
+    mid: 10.64
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.25
+    max: null
+  Q2:
+    min: null
+    mid: 17.21
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.35
+    max: null
+  Q2:
+    min: null
+    mid: 5.51
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.35
+    max: null
+  Q2:
+    min: null
+    mid: 12.6
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null
+- x:
+    min: null
+    mid: 0.35
+    max: null
+  Q2:
+    min: null
+    mid: 22.73
+    max: null
+  y:
+    min: null
+    mid: 0.0
+    max: null

extras/data/E155/metadata.yaml

@@ -0,0 +1,5 @@
+E155_NC_9GEV_EP_G1F1RATIO:
+  description: Measurements with Polarised electron-proton beams
+  nnpdf_id: E155
+  y_label: A1
+  y_label_tex: $g_1 / F_1$

extras/data/machinery/generate/E155.py

@@ -0,0 +1,38 @@
+from .utils import load, obs_template
+
+
+def dump(src_path, _target):
+    """Generate the input card for E155 measurements.
+
+    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"])
+    dict_kins = [
+        dict(x=d["x"]["mid"], y=d["y"]["mid"], Q2=d["Q2"]["mid"])
+        for d in data
+    ]
+
+    # Details regarding the observables
+    obs["prDIS"] = "NC"
+    obs["ProjectileDIS"] = "electron"
+    obs["PolarizationDIS"] = 1.0
+    obs["TargetDIS"] = "proton"
+    obs["observables"] = {"g1_total": dict_kins}
+
+    return obs
+
+
+# renaming
+new_names = {
+    "e155_g1f1": "E155_NC_9GEV_EP_G1F1RATIO",
+}

extras/data/machinery/generate/__init__.py

@@ -1,8 +1,8 @@
-from . import BCDMS, CHORUS, HERA, NMC, NUTEV, POS, SLAC, utils
+from . import BCDMS, CHORUS, E155, 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, E155, HERA, NMC, NUTEV, POS, SLAC]
 }
 
 

extras/data/machinery/generate/utils.py

@@ -28,6 +28,10 @@ def load(path, skiprows, fields):
         list(dict)
             list of datapoints
     """
+    if path.suffix == ".yaml":
+        infile = yaml.safe_load(path.read_text())
+        return infile["bins"]
+
     data = np.loadtxt(path, skiprows=skiprows)
     data = data[:, : len(fields)]
     return [dict(zip(fields, d.tolist())) for d in data]