Change method for visualizing testset

mocks.py

@@ -176,7 +176,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -187,7 +187,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -200,7 +200,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -211,7 +211,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -224,7 +224,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -235,7 +235,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -248,7 +248,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -259,7 +259,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -272,7 +272,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -283,7 +283,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -296,7 +296,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -307,7 +307,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -320,7 +320,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
-                        "transcription": archive_path["offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -331,7 +331,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
-                        "transcription": archive_path["online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -344,7 +344,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("de.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["de.MCV.offline"]),
-                        "transcription": archive_path["de.MCV.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["de.MCV.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -353,7 +353,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.LS-clean.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-clean.offline"]),
-                        "transcription": archive_path["en.LS-clean.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.LS-clean.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -362,7 +362,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.LS-other.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-other.offline"]),
-                        "transcription": archive_path["en.LS-other.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.LS-other.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -371,7 +371,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.MCV.offline"]),
-                        "transcription": archive_path["en.MCV.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.MCV.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -380,7 +380,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("es.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["es.MCV.offline"]),
-                        "transcription": archive_path["es.MCV.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["es.MCV.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -389,7 +389,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("fr.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["fr.MCV.offline"]),
-                        "transcription": archive_path["fr.MCV.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["fr.MCV.offline_transcription"]),
                         "s_type": "offline"
                     }
                 ),
@@ -398,7 +398,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("it.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["it.MCV.offline"]),
-                        "transcription": archive_path["it.MCV.offline_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["it.MCV.offline_transcription"]),
                         "s_type": "offline"
                     }
                 )
@@ -409,7 +409,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("de.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["de.MCV.online"]),
-                        "transcription": archive_path["de.MCV.offline_transconline"],
+                        "transcription": dl_manager.download_and_extract(archive_path["de.MCV.offline_transconline"]),
                         "s_type": "online"
                     }
                 ),
@@ -418,7 +418,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.LS-clean.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-clean.online"]),
-                        "transcription": archive_path["en.LS-clean.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.LS-clean.online_transcription"]),
                         "s_type": "online"
                     }
                 ),
@@ -427,7 +427,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.LS-other.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-other.online"]),
-                        "transcription": archive_path["en.LS-other.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.LS-other.online_transcription"]),
                         "s_type": "online"
                     }
                 ),
@@ -436,7 +436,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("en.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.MCV.online"]),
-                        "transcription": archive_path["en.MCV.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["en.MCV.online_transcription"]),
                         "s_type": "online"
                     }
                 ),
@@ -445,7 +445,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("es.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["es.MCV.online"]),
-                        "transcription": archive_path["es.MCV.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["es.MCV.online_transcription"]),
                         "s_type": "online"
                     }
                 ),
@@ -454,7 +454,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("fr.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["fr.MCV.online"]),
-                        "transcription": archive_path["fr.MCV.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["fr.MCV.online_transcription"]),
                         "s_type": "online"
                     }
                 ),
@@ -463,7 +463,7 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         "local_extracted_archive": local_extracted_archive.get("it.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["it.MCV.online"]),
-                        "transcription": archive_path["it.MCV.online_transcription"],
+                        "transcription": dl_manager.download_and_extract(archive_path["it.MCV.online_transcription"]),
                         "s_type": "online"
                     }
                 )
@@ -473,13 +473,9 @@ class Mocks(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, local_extracted_archive, audio_files, transcription, s_type):
         """Lorem ipsum."""
-        audio_data = {}
-        metadata = []
-        key = 0
-
-        for path, f in audio_files:
-            audio_data[path] = f.read()
+        metadata = {}
         trans_col_name = "keyword_transcription"
+
         if s_type == "online":
             trans_col_name = "adversary_keyword_transcription"
 
@@ -488,13 +484,14 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     r = row.split(r"\t")
                     audio_id = r[0].split("/")[-1]
                     keyword = r[1]
-                    metadata.append({"audio_id": audio_id,
-                                    trans_col_name: ngram})
+                    metadata[audio_id] = {"audio_id": audio_id,
+                                        trans_col_name: ngram}
 
-        if audio_data and len(audio_data) == len(metadata):
-            for example in metadata:
-                audio = {"name": metadata["audio_id"], "bytes": audio_data[metadata["audio_id"]]}
-                yield key, {"audio": audio, **metadata}
-                key += 1
-            audio_data = {}
-            metadata = []
+        inside_clips_dir = True
+        id_ = 0
+        for path, f in audio_files:
+            _, audio_name = os.path.split(path)
+            if audio_name in metadata:
+                audio = {"bytes": f.read()}
+                yield id_, {**metadata[audio_id], "audio": audio}
+                id_ +=1