init

data/kneset16.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd7c14c3a33fb72c9600801bca2546e3e6ab3a2858e26f4a229d634ed41e9fad
+size 85944068

data/kneset17.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7802d68f4e091759390e79af4b552e3215fc4c577910744505efd7474a5f8a91
+size 53181817

data/knesset_tagged.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3814d76bd0d1f1532d49aa9cdb8d8b2993ed520110b2c76e435494de6e7b98ae
+size 495548087

knesset_meetings_corpus.py

@@ -0,0 +1,71 @@
+import glob
+import os
+from functools import partial
+
+import datasets
+
+VERSION = datasets.Version("0.0.1")
+
+SUBSET_NAMES = [
+    "kneset16",
+    "kneset17",
+    "knesset_tagged",
+]
+
+
+class KnessetMeetingsCorpus(datasets.GeneratorBasedBuilder):
+    """Knesset meetings corpus"""
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name=name, version=VERSION,
+                               description=f"{name} meetings corpus")
+        for name in SUBSET_NAMES
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description="A corpus of transcriptions of Knesset (Israeli parliament) meetings between January 2004 and November 2005",
+            features=datasets.Features(
+                {
+                    "path": datasets.Value("string"),
+                    "text": datasets.Value("string"),
+                }
+            ),
+            homepage="https://zenodo.org/record/2707356",
+            citation="""TODO""",
+        )
+
+    def _split_generators(self, dl_manager):
+        downloader = partial(
+            lambda split: dl_manager.download_and_extract(
+                f"data/{self.config.name}.tar.gz"),
+        )
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "root_path": downloader("train"),
+                    "split": "train",
+                    "subset_name": self.config.name,
+                },
+            )
+        ]
+
+    def _generate_examples(self, root_path, split, subset_name):
+        data_folder = os.path.join(root_path, subset_name)
+        if subset_name == "knesset_tagged":
+            for xml_file in glob.glob(f"{data_folder}/16/*.xml"):
+                uid = os.path.splitext(os.path.basename(xml_file))[0]
+                yield uid, {
+                    "path": xml_file,
+                    "text": None,
+                }
+        else:
+            for txt_file in glob.glob(f"{data_folder}/txt/*.txt"):
+                uid = os.path.splitext(os.path.basename(txt_file))[0]
+                docx_file = os.path.join(data_folder, "docx", f"{uid}.docx")
+                yield uid, {
+                    "path": docx_file,
+                    "text": open(txt_file, "r").read(),
+                }