notebook update

notebooks/convert-dataset.ipynb

@@ -236,8 +236,8 @@
     "iob_dataset = pd.DataFrame([\n",
     "    {\n",
     "        **convert_spacy_to_iob(row[\"text\"], row[\"spans\"], nlp),\n",
-    "        \"url\": row[\"url\"],\n",
-    "        \"tweet_id\": row[\"url\"].split(\"/\")[-1],\n",
+    "        # \"url\": row[\"url\"],\n",
+    "        # \"tweet_id\": row[\"url\"].split(\"/\")[-1],\n",
     "    }\n",
     "    for _, row\n",
     "    in tqdm(data_df.iterrows())\n",
@@ -451,63 +451,42 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1180559d",
+   "id": "fdb29857",
    "metadata": {},
    "outputs": [],
    "source": [
-    "train.to_json(\"train.json\", orient=\"records\")\n",
-    "test.to_json(\"test.json\", orient=\"records\")\n",
-    "dev.to_json(\"dev.json\", orient=\"records\")"
+    "train.to_parquet(\"../train.parquet\")\n",
+    "test.to_parquet(\"../test.parquet\")\n",
+    "dev.to_parquet(\"../dev.parquet\")"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d70338dc",
+   "id": "c5b20f97",
    "metadata": {},
    "outputs": [],
    "source": [
-    "df = pd.read_json(\"train.json\")"
+    "df = pd.read_parquet(\"../train.parquet\")"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2e774c48",
+   "id": "e05e0d83",
    "metadata": {},
    "outputs": [],
    "source": [
     "df"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "eea225bb",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for idx, row in df.iterrows():\n",
-    "    print(row.tweet_id)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7c5b26e9",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(train.head(1).T.values)"
-   ]
   }
  ],
  "metadata": {
   "interpreter": {
-   "hash": "e36ecc5ec16660b989892b46ab22daaf88d1f0f732170387d9da292f75b1ccf3"
+   "hash": "97bd981c6355438647fbd6d64b9445f9e50a1f8ddfec47bd063c9ea6e8fe3e87"
   },
   "kernelspec": {
-   "display_name": "Python 3.9.12 64-bit ('embeddings')",
+   "display_name": "Python 3.9.5 ('embeddings')",
    "language": "python",
    "name": "python3"
   },
@@ -521,7 +500,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.9.5"
   }
  },
  "nbformat": 4,