Merge pull request #6239 from explosion/feature/results-table

Make console logger table more compact

spacy/training/loggers.py

@@ -11,11 +11,25 @@ if TYPE_CHECKING:
     from ..language import Language  # noqa: F401
 
 
+def setup_table(
+    *, cols: List[str], widths: List[int], max_width: int = 13
+) -> Tuple[List[str], List[int], List[str]]:
+    final_cols = []
+    final_widths = []
+    for col, width in zip(cols, widths):
+        if len(col) > max_width:
+            col = col[: max_width - 3] + "..."  # shorten column if too long
+        final_cols.append(col.upper())
+        final_widths.append(max(len(col), width))
+    return final_cols, final_widths, ["r" for _ in final_widths]
+
+
 @registry.loggers("spacy.ConsoleLogger.v1")
 def console_logger(progress_bar: bool = False):
     def setup_printer(
         nlp: "Language", stdout: IO = sys.stdout, stderr: IO = sys.stderr
     ) -> Tuple[Callable[[Optional[Dict[str, Any]]], None], Callable[[], None]]:
+        write = lambda text: stdout.write(f"{text}\n")
         msg = Printer(no_print=True)
         # ensure that only trainable components are logged
         logged_pipes = [
@@ -26,15 +40,14 @@ def console_logger(progress_bar: bool = False):
         eval_frequency = nlp.config["training"]["eval_frequency"]
         score_weights = nlp.config["training"]["score_weights"]
         score_cols = [col for col, value in score_weights.items() if value is not None]
-        score_widths = [max(len(col), 6) for col in score_cols]
         loss_cols = [f"Loss {pipe}" for pipe in logged_pipes]
-        loss_widths = [max(len(col), 8) for col in loss_cols]
-        table_header = ["E", "#"] + loss_cols + score_cols + ["Score"]
-        table_header = [col.upper() for col in table_header]
-        table_widths = [3, 6] + loss_widths + score_widths + [6]
-        table_aligns = ["r" for _ in table_widths]
-        stdout.write(msg.row(table_header, widths=table_widths) + "\n")
-        stdout.write(msg.row(["-" * width for width in table_widths]) + "\n")
+        spacing = 2
+        table_header, table_widths, table_aligns = setup_table(
+            cols=["E", "#"] + loss_cols + score_cols + ["Score"],
+            widths=[3, 6] + [8 for _ in loss_cols] + [6 for _ in score_cols] + [6],
+        )
+        write(msg.row(table_header, widths=table_widths, spacing=spacing))
+        write(msg.row(["-" * width for width in table_widths], spacing=spacing))
         progress = None
 
         def log_step(info: Optional[Dict[str, Any]]) -> None:
@@ -70,7 +83,9 @@ def console_logger(progress_bar: bool = False):
             )
             if progress is not None:
                 progress.close()
-            stdout.write(msg.row(data, widths=table_widths, aligns=table_aligns) + "\n")
+            write(
+                msg.row(data, widths=table_widths, aligns=table_aligns, spacing=spacing)
+            )
             if progress_bar:
                 # Set disable=None, so that it disables on non-TTY
                 progress = tqdm.tqdm(