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diff --git a/COGITAO/CompGen/exp_setting_2/experiment_4/val_ood.json b/COGITAO/CompGen/exp_setting_2/experiment_4/val_ood.json
deleted file mode 100644
index 177381477b62543ed0dfda18ca863d66842911a3..0000000000000000000000000000000000000000
--- a/COGITAO/CompGen/exp_setting_2/experiment_4/val_ood.json
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/COGITAO/EnvGen/exp_setting_5/experiment_5/train.parquet b/COGITAO/EnvGen/exp_setting_5/experiment_5/train.parquet
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diff --git a/COGITAO/EnvGen/exp_setting_5/experiment_5/val.parquet b/COGITAO/EnvGen/exp_setting_5/experiment_5/val.parquet
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diff --git a/COGITAO/README.md b/COGITAO/README.md
deleted file mode 100644
index e07651a729932accb1a8badfe9e3c9b5063d2c03..0000000000000000000000000000000000000000
--- a/COGITAO/README.md
+++ /dev/null
@@ -1,56 +0,0 @@
----
-language: 
-  - en
-pretty_name: "COGITAO"
-tags:
-  - COGITAO
-  - compositionality
-  - generalization
-  - visual reasoning
-license: "cc-by-4.0"
-task_categories:
-  - text2text-generation
-  - image-to-image
-annotations_creators:
-  - machine-generated
-source_datasets:
-  - original
-size_categories:
-  - 10K<n<100K
-author: "Yassine Taoudi Benchekroun"
----
-
-# Before ARC Dataset
-
-This dataset contains .parquet files organized in nested subfolders under `COGITAO`, split into two main categories: `generalization` and `compositionality`. Each category contains data for different experiment settings and experiments, with JSON files for training, validation, and testing splits. The nested structure is intentional for clarity.
-
-## Dataset Structure
-- `COGITAO/`: Root folder
-  - `generalization/`: Data for generalization experiments
-    - `experiment_settings[1-5]/`: Five settings (e.g., different conditions or parameters)
-      - `experiment[1-5]/`: Four experiments per setting
-        - `train.parquet`: Training data
-        - `train_val.parquet`: Training validation data
-        - `test_val.parquet`: Test validation data
-        - `test.parquet`: Test data
-  - `compositionality/`: Data for compositionality experiments
-    - `experiment_settings[1-5]/`: Five settings (e.g. different combination of transformations)
-      - `experiment[N]/`: N experiments per setting (N changes per experiment setting)
-        - `train.parquet`: Training data
-        - `train_val.parquet`: Training validation data
-        - `test_val.parquet`: Test validation data
-        - `test.parquet`: Test data
-
-We provide instruction on how to read the JSON file on the open_data.ipynb notebook, as well as in the original repo which was used to create this dataset.
-
-## Content 
-
-Each .parquet file is a dict containing the following keys: `'input'`, `'output'`, `'transformation_suite'`, `'task_key'`. The `input` is the input grid, while the `output` is the output grid subject to the `transformation_suite`. the `task_key` is simply an identifier for the task instance. *NOTE*: In the compositionality study, we provide an additional `demo_input` and `demo_output` for demonstration examples of the task. This is in case the user would like to pass a demonstration example (in-context learning style) as opposed to simply the `transformation_suite` to specify which transformation the model should apply. 
-
-## Usage
-Load the dataset using the `datasets` library:
-
-```python
-from datasets import load_dataset
-gen_exps3_exp2_test = load_dataset("yassinetb/COGITAO", data_files={"data": "generalization/exp_setting_3/experiment_2/test.parquet"})
-print(dataset["data"][0].keys()) # Prints the keys of the first sample from the chosen dataset. Should output: dict_keys(['input', 'output', 'transformation_suite', 'task_key']) 
diff --git a/COGITAO/open_parquet.ipynb b/COGITAO/open_parquet.ipynb
deleted file mode 100644
index 6e5dc3ab6e05f5b8209aeb64784a02a5b984363b..0000000000000000000000000000000000000000
--- a/COGITAO/open_parquet.ipynb
+++ /dev/null
@@ -1,61 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "22f3053f",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ArrowInvalid",
-     "evalue": "Could not open Parquet input source '<Buffer>': Parquet magic bytes not found in footer. Either the file is corrupted or this is not a parquet file.",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mArrowInvalid\u001b[0m                              Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[2], line 3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mdatasets\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m load_dataset\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m train \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_parquet\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcompositionality/exp_setting_2/experiment_1/train.parquet\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mpyarrow\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m      4\u001b[0m \u001b[38;5;66;03m# test = pd.read_parquet('before-arc-parquet/generalization/exp_setting_4/experiment_1/test.parquet', engine='pyarrow')\u001b[39;00m\n\u001b[1;32m      5\u001b[0m \u001b[38;5;66;03m# test_ood = pd.read_parquet('before-arc-parquet/generalization/exp_setting_4/experiment_1/test_ood.parquet', engine='pyarrow')\u001b[39;00m\n\u001b[1;32m      6\u001b[0m  \n\u001b[1;32m      7\u001b[0m \u001b[38;5;66;03m# gen_exps3_exp2_test = load_dataset(\"yassinetb/cogitao-dev\", data_files={\"data\": \"sample_efficiency/exp_setting_1/experiment_1/test.parquet\"})\u001b[39;00m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;66;03m# print(gen_exps3_exp2_test[\"data\"][0].keys())\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pandas/io/parquet.py:667\u001b[0m, in \u001b[0;36mread_parquet\u001b[0;34m(path, engine, columns, storage_options, use_nullable_dtypes, dtype_backend, filesystem, filters, **kwargs)\u001b[0m\n\u001b[1;32m    664\u001b[0m     use_nullable_dtypes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m    665\u001b[0m check_dtype_backend(dtype_backend)\n\u001b[0;32m--> 667\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mimpl\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    668\u001b[0m \u001b[43m    \u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    669\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    670\u001b[0m \u001b[43m    \u001b[49m\u001b[43mfilters\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilters\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    671\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    672\u001b[0m \u001b[43m    \u001b[49m\u001b[43muse_nullable_dtypes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muse_nullable_dtypes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    673\u001b[0m \u001b[43m    \u001b[49m\u001b[43mdtype_backend\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype_backend\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    674\u001b[0m \u001b[43m    \u001b[49m\u001b[43mfilesystem\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilesystem\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    675\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    676\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pandas/io/parquet.py:274\u001b[0m, in \u001b[0;36mPyArrowImpl.read\u001b[0;34m(self, path, columns, filters, use_nullable_dtypes, dtype_backend, storage_options, filesystem, **kwargs)\u001b[0m\n\u001b[1;32m    267\u001b[0m path_or_handle, handles, filesystem \u001b[38;5;241m=\u001b[39m _get_path_or_handle(\n\u001b[1;32m    268\u001b[0m     path,\n\u001b[1;32m    269\u001b[0m     filesystem,\n\u001b[1;32m    270\u001b[0m     storage_options\u001b[38;5;241m=\u001b[39mstorage_options,\n\u001b[1;32m    271\u001b[0m     mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m    272\u001b[0m )\n\u001b[1;32m    273\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 274\u001b[0m     pa_table \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapi\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparquet\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_table\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    275\u001b[0m \u001b[43m        \u001b[49m\u001b[43mpath_or_handle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    276\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    277\u001b[0m \u001b[43m        \u001b[49m\u001b[43mfilesystem\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilesystem\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    278\u001b[0m \u001b[43m        \u001b[49m\u001b[43mfilters\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilters\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    279\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    280\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    281\u001b[0m     result \u001b[38;5;241m=\u001b[39m pa_table\u001b[38;5;241m.\u001b[39mto_pandas(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mto_pandas_kwargs)\n\u001b[1;32m    283\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m manager \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124marray\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pyarrow/parquet/core.py:1774\u001b[0m, in \u001b[0;36mread_table\u001b[0;34m(source, columns, use_threads, schema, use_pandas_metadata, read_dictionary, memory_map, buffer_size, partitioning, filesystem, filters, ignore_prefixes, pre_buffer, coerce_int96_timestamp_unit, decryption_properties, thrift_string_size_limit, thrift_container_size_limit, page_checksum_verification)\u001b[0m\n\u001b[1;32m   1764\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mread_table\u001b[39m(source, \u001b[38;5;241m*\u001b[39m, columns\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, use_threads\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m   1765\u001b[0m                schema\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, use_pandas_metadata\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, read_dictionary\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m   1766\u001b[0m                memory_map\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, buffer_size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m, partitioning\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhive\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1770\u001b[0m                thrift_container_size_limit\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m   1771\u001b[0m                page_checksum_verification\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m   1773\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1774\u001b[0m         dataset \u001b[38;5;241m=\u001b[39m \u001b[43mParquetDataset\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1775\u001b[0m \u001b[43m            \u001b[49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1776\u001b[0m \u001b[43m            \u001b[49m\u001b[43mschema\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mschema\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1777\u001b[0m \u001b[43m            \u001b[49m\u001b[43mfilesystem\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilesystem\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1778\u001b[0m \u001b[43m            \u001b[49m\u001b[43mpartitioning\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpartitioning\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1779\u001b[0m \u001b[43m            \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmemory_map\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1780\u001b[0m \u001b[43m            \u001b[49m\u001b[43mread_dictionary\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mread_dictionary\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1781\u001b[0m \u001b[43m            \u001b[49m\u001b[43mbuffer_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbuffer_size\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1782\u001b[0m \u001b[43m            \u001b[49m\u001b[43mfilters\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilters\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1783\u001b[0m \u001b[43m            \u001b[49m\u001b[43mignore_prefixes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mignore_prefixes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1784\u001b[0m \u001b[43m            \u001b[49m\u001b[43mpre_buffer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpre_buffer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1785\u001b[0m \u001b[43m            \u001b[49m\u001b[43mcoerce_int96_timestamp_unit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcoerce_int96_timestamp_unit\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1786\u001b[0m \u001b[43m            \u001b[49m\u001b[43mdecryption_properties\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdecryption_properties\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1787\u001b[0m \u001b[43m            \u001b[49m\u001b[43mthrift_string_size_limit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mthrift_string_size_limit\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1788\u001b[0m \u001b[43m            \u001b[49m\u001b[43mthrift_container_size_limit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mthrift_container_size_limit\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1789\u001b[0m \u001b[43m            \u001b[49m\u001b[43mpage_checksum_verification\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpage_checksum_verification\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1790\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1791\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m:\n\u001b[1;32m   1792\u001b[0m         \u001b[38;5;66;03m# fall back on ParquetFile for simple cases when pyarrow.dataset\u001b[39;00m\n\u001b[1;32m   1793\u001b[0m         \u001b[38;5;66;03m# module is not available\u001b[39;00m\n\u001b[1;32m   1794\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m filters \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pyarrow/parquet/core.py:1350\u001b[0m, in \u001b[0;36mParquetDataset.__init__\u001b[0;34m(self, path_or_paths, filesystem, schema, filters, read_dictionary, memory_map, buffer_size, partitioning, ignore_prefixes, pre_buffer, coerce_int96_timestamp_unit, decryption_properties, thrift_string_size_limit, thrift_container_size_limit, page_checksum_verification)\u001b[0m\n\u001b[1;32m   1346\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m single_file \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m   1347\u001b[0m     fragment \u001b[38;5;241m=\u001b[39m parquet_format\u001b[38;5;241m.\u001b[39mmake_fragment(single_file, filesystem)\n\u001b[1;32m   1349\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dataset \u001b[38;5;241m=\u001b[39m ds\u001b[38;5;241m.\u001b[39mFileSystemDataset(\n\u001b[0;32m-> 1350\u001b[0m         [fragment], schema\u001b[38;5;241m=\u001b[39mschema \u001b[38;5;129;01mor\u001b[39;00m \u001b[43mfragment\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mphysical_schema\u001b[49m,\n\u001b[1;32m   1351\u001b[0m         \u001b[38;5;28mformat\u001b[39m\u001b[38;5;241m=\u001b[39mparquet_format,\n\u001b[1;32m   1352\u001b[0m         filesystem\u001b[38;5;241m=\u001b[39mfragment\u001b[38;5;241m.\u001b[39mfilesystem\n\u001b[1;32m   1353\u001b[0m     )\n\u001b[1;32m   1354\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[1;32m   1356\u001b[0m \u001b[38;5;66;03m# check partitioning to enable dictionary encoding\u001b[39;00m\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pyarrow/_dataset.pyx:1473\u001b[0m, in \u001b[0;36mpyarrow._dataset.Fragment.physical_schema.__get__\u001b[0;34m()\u001b[0m\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pyarrow/error.pxi:155\u001b[0m, in \u001b[0;36mpyarrow.lib.pyarrow_internal_check_status\u001b[0;34m()\u001b[0m\n",
-      "File \u001b[0;32m/opt/anaconda3/envs/daily/lib/python3.11/site-packages/pyarrow/error.pxi:92\u001b[0m, in \u001b[0;36mpyarrow.lib.check_status\u001b[0;34m()\u001b[0m\n",
-      "\u001b[0;31mArrowInvalid\u001b[0m: Could not open Parquet input source '<Buffer>': Parquet magic bytes not found in footer. Either the file is corrupted or this is not a parquet file."
-     ]
-    }
-   ],
-   "source": [
-    "from datasets import load_dataset\n",
-    "import pandas as pd\n",
-    "train = pd.read_parquet('compositionality/exp_setting_2/experiment_1/train.parquet', engine='pyarrow')\n",
-    "# test = pd.read_parquet('before-arc-parquet/generalization/exp_setting_4/experiment_1/test.parquet', engine='pyarrow')\n",
-    "# test_ood = pd.read_parquet('before-arc-parquet/generalization/exp_setting_4/experiment_1/test_ood.parquet', engine='pyarrow')\n",
-    " \n",
-    "# gen_exps3_exp2_test = load_dataset(\"yassinetb/cogitao-dev\", data_files={\"data\": \"sample_efficiency/exp_setting_1/experiment_1/test.parquet\"})\n",
-    "# print(gen_exps3_exp2_test[\"data\"][0].keys())"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "daily",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.11.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
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