Changed data

.ipynb_checkpoints/demo-checkpoint.ipynb

@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 17,
    "id": "2cb75e7c-b7eb-4601-85f3-cc27c1f5ff94",
    "metadata": {},
    "outputs": [
@@ -28,20 +28,21 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 3.63k/3.63k [00:00<00:00, 5.25MB/s]\n"
+      "Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 3.64k/3.64k [00:00<00:00, 13.8MB/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Downloading and preparing dataset housing_qa/questions to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/c3f397c8b54111729d49ff66d6145d407a535b137643491f86e3dc7b858cf34a...\n"
+      "Downloading and preparing dataset housing_qa/questions to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef...\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
+      "Downloading data: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 6.72MB/s]\n",
       "                                                                 \r"
      ]
     },
@@ -49,7 +50,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Dataset housing_qa downloaded and prepared to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/c3f397c8b54111729d49ff66d6145d407a535b137643491f86e3dc7b858cf34a. Subsequent calls will reuse this data.\n"
+      "Dataset housing_qa downloaded and prepared to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef. Subsequent calls will reuse this data.\n"
      ]
     },
     {
@@ -173,19 +174,19 @@
        "4  [A landlord waives their right to evict by acc...  "
       ]
      },
-     "execution_count": 11,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "questions = load_dataset(\"reglab/housing_qa\", \"questions\", split=\"test\")\n",
+    "questions = load_dataset(\"reglab/housing_qa\", \"questions\", split=\"test\", download_mode=\"force_redownload\")\n",
     "questions.to_pandas().head(5)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 18,
    "id": "3931e731-006f-4731-8350-a7f83ea3f298",
    "metadata": {},
    "outputs": [
@@ -204,7 +205,7 @@
        " 'caveats': ['']}"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }

demo.ipynb

@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 21,
    "id": "2cb75e7c-b7eb-4601-85f3-cc27c1f5ff94",
    "metadata": {},
    "outputs": [
@@ -28,21 +28,21 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 3.63k/3.63k [00:00<00:00, 13.7MB/s]\n"
+      "Downloading builder script: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 3.64k/3.64k [00:00<00:00, 14.5MB/s]\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Downloading and preparing dataset housing_qa/questions (download: 963.72 KiB, generated: 18.27 MiB, post-processed: Unknown size, total: 19.21 MiB) to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/c3f397c8b54111729d49ff66d6145d407a535b137643491f86e3dc7b858cf34a...\n"
+      "Downloading and preparing dataset housing_qa/questions (download: 963.72 KiB, generated: 18.27 MiB, post-processed: Unknown size, total: 19.21 MiB) to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef...\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Downloading data: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 10.3MB/s]\n",
+      "Downloading data: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 987k/987k [00:00<00:00, 5.73MB/s]\n",
       "                                                                                                                                                                                                \r"
      ]
     },
@@ -50,7 +50,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Dataset housing_qa downloaded and prepared to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/c3f397c8b54111729d49ff66d6145d407a535b137643491f86e3dc7b858cf34a. Subsequent calls will reuse this data.\n"
+      "Dataset housing_qa downloaded and prepared to /Users/neelguha/.cache/huggingface/datasets/reglab___housing_qa/questions/1.0.0/8bf686206d753eb1bc023c1aa0b7841398d312cdf6a0e537f27fb74f6eab4eef. Subsequent calls will reuse this data.\n"
      ]
     },
     {
@@ -174,7 +174,7 @@
        "4  [A landlord waives their right to evict by acc...  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -186,7 +186,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 23,
    "id": "3931e731-006f-4731-8350-a7f83ea3f298",
    "metadata": {},
    "outputs": [
@@ -205,7 +205,7 @@
        " 'caveats': ['']}"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }

housing_qa.py

@@ -1,7 +1,7 @@
 import csv
 
 import datasets
-from datasets import Features, Value, Sequence
+from datasets import Features, Value, Sequence, features
 import json
 from io import StringIO
 from pathlib import Path
@@ -26,7 +26,7 @@ _CONFIGS["questions"] = {
         "question": Value("string"),
         "answer": Value("string"),
         "question_group": Value("int32"),
-        "statutes": Sequence(feature={
+        "statutes": features.Sequence(feature={
             "statute_idx": Value("int32"),
             "citation": Value("string"),
             "excerpt": Value("string")
@@ -46,7 +46,7 @@ _CONFIGS["questions_aux"] = {
         "question": Value("string"),
         "answer": Value("string"),
         "question_group": Value("int32"),
-        "statutes": Sequence({
+        "statutes": features.Sequence({
             "citation": Value("string"),
             "excerpt": Value("string")
         }),