moved spotlight variable in loading script

dcase23-task2-enriched.py

@@ -1,12 +1,13 @@
 import os
+import json
 import datasets
 import datasets.info
 import pandas as pd
 import numpy as np
+import tempfile
 from pathlib import Path
 from datasets import load_dataset
 from typing import Iterable, Dict, Optional, Union, List
-from .spotlight_config import SPOTLIGHT_LAYOUTS, SPOTLIGHT_RENAME
 
 
 _CITATION = """\
@@ -115,6 +116,38 @@ DATASET = {
     'eval': 'DCASE 2023 Challenge Task 2 Evaluation Dataset',
 }
 
+SPOTLIGHT_LAYOUTS = {
+    "standard": {"orientation": "vertical", "children": [
+        {"kind": "split", "weight": 51.96463654223969, "orientation": "horizontal", "children": [
+            {"kind": "tab", "weight": 60, "children": [{"kind": "widget", "name": "Table", "type": "table",
+                                                        "config": {"tableView": "full",
+                                                                   "visibleColumns": ["class", "class_name", "config",
+                                                                                      "d1p", "d1v", "d2p", "d2v", "d3p",
+                                                                                      "d3v", "file_path", "label",
+                                                                                      "section", "split"],
+                                                                   "sorting": None, "orderByRelevance": False}}]},
+            {"kind": "tab", "weight": 40, "children": [
+                {"kind": "widget", "name": "Similarity Map", "type": "similaritymap",
+                 "config": {"placeBy": None, "reductionMethod": None, "colorBy": None, "sizeBy": None, "filter": False,
+                            "umapNNeighbors": None, "umapMetric": None, "umapMinDist": None, "pcaNormalization": None,
+                            "umapMenuLocalGlobalBalance": None, "umapMenuIsAdvanced": False}},
+                {"kind": "widget", "name": "Scatter Plot", "type": "scatterplot",
+                 "config": {"xAxisColumn": None, "yAxisColumn": None, "colorBy": None, "sizeBy": None,
+                            "filter": False}}, {"kind": "widget", "name": "Histogram", "type": "histogram",
+                                                "config": {"columnKey": None, "stackByColumnKey": None,
+                                                           "filter": False}}]}]},
+        {"kind": "tab", "weight": 48.03536345776031, "children": [
+            {"kind": "widget", "name": "Inspector", "type": "inspector", "config": {"views": [
+                {"view": "AudioView", "columns": ["audio"], "name": "view",
+                 "key": "9c37fe2d-6305-436b-b944-30dbda7b1f4d"},
+                {"view": "SpectrogramView", "columns": ["audio"], "name": "view",
+                 "key": "9e676bb9-0b21-4214-806f-4e8c0f6db4c3"}], "visibleColumns": 4}}]}]}
+}
+
+SPOTLIGHT_RENAME = {
+    "audio": "original_audio",
+    "path": "audio",
+}
 
 
 class DCASE2023Task2DatasetConfig(datasets.BuilderConfig):
@@ -191,7 +224,6 @@ class DCASE2023Task2DatasetConfig(datasets.BuilderConfig):
         return layout_json
 
 
-
 class DCASE2023Task2Dataset(datasets.GeneratorBasedBuilder):
     """Dataset for the DCASE 2023 Challenge Task 2 "First-Shot Unsupervised Anomalous Sound Detection
     for Machine Condition Monitoring"."""
@@ -210,7 +242,7 @@ class DCASE2023Task2Dataset(datasets.GeneratorBasedBuilder):
             embeddings_urls=EMBEDDING_URLS[key],
             release_date=stats["date"],
             splits=stats["splits"],
-            layout=SPOTLIGHT_LAYOUT,
+            layout=SPOTLIGHT_LAYOUTS,
             rename=SPOTLIGHT_RENAME,
         )
         for key, stats in STATS["configs"].items()
@@ -221,15 +253,15 @@ class DCASE2023Task2Dataset(datasets.GeneratorBasedBuilder):
                     "audio": datasets.Audio(sampling_rate=16_000),
                     "path": datasets.Value("string"),
                     "section": datasets.Value("int64"),
+                    "domain": datasets.ClassLabel(num_classes=2, names=["source", "target"]),
+                    "label": datasets.ClassLabel(num_classes=_NUM_TARGETS, names=_TARGET_NAMES),
+                    "class": datasets.ClassLabel(num_classes=_NUM_CLASSES, names=_CLASS_NAMES),
                     "d1p": datasets.Value("string"),
                     "d1v": datasets.Value("string"),
                     "d2p": datasets.Value("string"),
                     "d2v": datasets.Value("string"),
                     "d3p": datasets.Value("string"),
                     "d3v": datasets.Value("string"),
-                    "domain": datasets.ClassLabel(num_classes=2, names=["source", "target"]),
-                    "label": datasets.ClassLabel(num_classes=_NUM_TARGETS, names=_TARGET_NAMES),
-                    "class": datasets.ClassLabel(num_classes=_NUM_CLASSES, names=_CLASS_NAMES),
                 }
         if self.config.embeddings_urls is not None:
             features.update({

spotlight_config.py

@@ -1,32 +0,0 @@
-SPOTLIGHT_LAYOUTS = {
-    "standard": {"orientation": "vertical", "children": [
-        {"kind": "split", "weight": 51.96463654223969, "orientation": "horizontal", "children": [
-            {"kind": "tab", "weight": 60, "children": [{"kind": "widget", "name": "Table", "type": "table",
-                                                        "config": {"tableView": "full",
-                                                                   "visibleColumns": ["class", "class_name", "config",
-                                                                                      "d1p", "d1v", "d2p", "d2v", "d3p",
-                                                                                      "d3v", "file_path", "label",
-                                                                                      "section", "split"],
-                                                                   "sorting": None, "orderByRelevance": False}}]},
-            {"kind": "tab", "weight": 40, "children": [
-                {"kind": "widget", "name": "Similarity Map", "type": "similaritymap",
-                 "config": {"placeBy": None, "reductionMethod": None, "colorBy": None, "sizeBy": None, "filter": False,
-                            "umapNNeighbors": None, "umapMetric": None, "umapMinDist": None, "pcaNormalization": None,
-                            "umapMenuLocalGlobalBalance": None, "umapMenuIsAdvanced": False}},
-                {"kind": "widget", "name": "Scatter Plot", "type": "scatterplot",
-                 "config": {"xAxisColumn": None, "yAxisColumn": None, "colorBy": None, "sizeBy": None,
-                            "filter": False}}, {"kind": "widget", "name": "Histogram", "type": "histogram",
-                                                "config": {"columnKey": None, "stackByColumnKey": None,
-                                                           "filter": False}}]}]},
-        {"kind": "tab", "weight": 48.03536345776031, "children": [
-            {"kind": "widget", "name": "Inspector", "type": "inspector", "config": {"views": [
-                {"view": "AudioView", "columns": ["audio"], "name": "view",
-                 "key": "9c37fe2d-6305-436b-b944-30dbda7b1f4d"},
-                {"view": "SpectrogramView", "columns": ["audio"], "name": "view",
-                 "key": "9e676bb9-0b21-4214-806f-4e8c0f6db4c3"}], "visibleColumns": 4}}]}]}
-}
-
-SPOTLIGHT_RENAME = {
-    "audio": "original_audio",
-    "path": "audio",
-}