Fix issue #7019: Handle None scores in evaluate printer (#7026)

Author: ines

spacy/cli/evaluate.py

@@ -175,10 +175,13 @@ def render_parses(
 def print_prf_per_type(
     msg: Printer, scores: Dict[str, Dict[str, float]], name: str, type: str
 ) -> None:
-    data = [
-        (k, f"{v['p']*100:.2f}", f"{v['r']*100:.2f}", f"{v['f']*100:.2f}")
-        for k, v in scores.items()
-    ]
+    data = []
+    for key, value in scores.items():
+        row = [key]
+        for k in ("p", "r", "f"):
+            v = value[k]
+            row.append(f"{v * 100:.2f}" if isinstance(v, (int, float)) else v)
+        data.append(row)
     msg.table(
         data,
         header=("", "P", "R", "F"),
@@ -191,7 +194,10 @@ def print_textcats_auc_per_cat(
     msg: Printer, scores: Dict[str, Dict[str, float]]
 ) -> None:
     msg.table(
-        [(k, f"{v:.2f}") for k, v in scores.items()],
+        [
+            (k, f"{v:.2f}" if isinstance(v, (float, int)) else v)
+            for k, v in scores.items()
+        ],
         header=("", "ROC AUC"),
         aligns=("l", "r"),
         title="Textcat ROC AUC (per label)",

spacy/tests/regression/test_issue7019.py

@@ -0,0 +1,12 @@
+from spacy.cli.evaluate import print_textcats_auc_per_cat, print_prf_per_type
+from wasabi import msg
+
+
+def test_issue7019():
+    scores = {"LABEL_A": 0.39829102, "LABEL_B": 0.938298329382, "LABEL_C": None}
+    print_textcats_auc_per_cat(msg, scores)
+    scores = {
+        "LABEL_A": {"p": 0.3420302, "r": 0.3929020, "f": 0.49823928932},
+        "LABEL_B": {"p": None, "r": None, "f": None},
+    }
+    print_prf_per_type(msg, scores, name="foo", type="bar")