diff --git "a/parquet_explorer.ipynb" "b/parquet_explorer.ipynb"
--- "a/parquet_explorer.ipynb"
+++ "b/parquet_explorer.ipynb"
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Install required libraries\n","!pip install datasets pandas pyarrow\n","\n","# Import libraries\n","from datasets import load_dataset\n","import pandas as pd\n","import os\n","\n","# Load the dataset from Hugging Face\n","dataset = load_dataset(\"lodestones/e621-captions\")\n","\n","# Initialize an empty list to store DataFrames\n","all_dataframes = []\n","\n","# Iterate through all splits in the dataset (e.g., train, test, etc.)\n","for split in dataset.keys():\n","    # Convert the dataset split to a pandas DataFrame\n","    df = dataset[split].to_pandas()\n","    all_dataframes.append(df)\n","\n","# Concatenate all DataFrames into a single DataFrame\n","combined_df = pd.concat(all_dataframes, ignore_index=True)\n","\n","# Define the output Parquet file path\n","output_path = \"/content/combined_e621_captions.parquet\"\n","\n","# Save the combined DataFrame to a Parquet file\n","combined_df.to_parquet(output_path, engine=\"pyarrow\", index=False)\n","\n","# Verify the file was created\n","if os.path.exists(output_path):\n","    print(f\"Parquet file saved successfully at: {output_path}\")\n","    # Optionally, display the first few rows of the combined DataFrame\n","    print(\"\\nFirst few rows of the combined DataFrame:\")\n","    print(combined_df.head())\n","else:\n","    print(\"Error: Parquet file was not created.\")\n","\n","# Optional: Download the Parquet file in Colab\n","from google.colab import 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?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"23ce3df9c02d4cbfbf6eb15991983ac8","version_major":2,"version_minor":0},"text/plain":["2024-12_grouped.jsonl:   0%|          | 0.00/84.3M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"766750eaf26a4dfca06e0b28c1981257","version_major":2,"version_minor":0},"text/plain":["Generating train split: 0 examples [00:00, ? examples/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"27cb21da3d284ac9947a62de1a9ac1e2","version_major":2,"version_minor":0},"text/plain":["Loading dataset shards:   0%|          | 0/42 [00:00<?, ?it/s]"]},"metadata":{},"output_type":"display_data"}]},{"cell_type":"code","source":["# Step 1: Mount Google Drive\n","from google.colab import drive\n","drive.mount('/content/drive')\n","\n","# Step 2: Import required libraries\n","import pandas as pd\n","\n","# Step 3: Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/chroma_photoreal_sfw_captions.parquet'\n","\n","# Step 4: Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Step 5: Basic exploration of the Parquet file\n","print(\"First 5 rows of the dataset:\")\n","print(df.head())\n","\n","print(\"\\nDataset Info:\")\n","print(df.info())\n","\n","print(\"\\nBasic Statistics:\")\n","print(df.describe())\n","\n","print(\"\\nColumn Names:\")\n","print(df.columns.tolist())\n","\n","print(\"\\nMissing Values:\")\n","print(df.isnull().sum())\n","\n","# Optional: Display number of rows and columns\n","print(f\"\\nShape of the dataset: {df.shape}\")"],"metadata":{"id":"So-PKtbo5AVA"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas (if not already imported)\n","import pandas as pd\n","\n","# Define the path to the Parquet file (adjust if needed)\n","#file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Explore the caption_list column\n","print(\"Sample of caption_list values (first 5 rows):\")\n","print(df['caption_list'].head())\n","\n","# Check the type of data in caption_list\n","print(\"\\nType of caption_list values (first row):\")\n","print(type(df['caption_list'].iloc[0]))\n","\n","# Count unique values in caption_list\n","print(\"\\nNumber of unique caption_list values:\")\n","print(df['caption_list'].nunique())\n","\n","# Check if caption_list contains lists or strings\n","print(\"\\nIs caption_list a list in each row? (First 5 rows):\")\n","print(df['caption_list'].head().apply(lambda x: isinstance(x, list)))\n","\n","# If caption_list contains lists, explode to analyze individual captions\n","if df['caption_list'].apply(lambda x: isinstance(x, list)).any():\n","    print(\"\\nExploding caption_list to analyze individual captions:\")\n","    exploded_captions = df['caption_list'].explode()\n","    print(\"\\nSample of individual captions (first 5):\")\n","    print(exploded_captions.head())\n","    print(\"\\nNumber of total individual captions:\")\n","    print(len(exploded_captions))\n","    print(\"\\nMost common captions (top 5):\")\n","    print(exploded_captions.value_counts().head())\n","\n","# Check for empty or null captions in caption_list\n","print(\"\\nNumber of empty caption_list entries:\")\n","print((df['caption_list'].apply(lambda x: len(x) == 0 if isinstance(x, list) else x == '')).sum())\n","\n","# Optional: Word count in captions (if caption_list contains strings or lists of strings)\n","print(\"\\nWord count in caption_list (first 5 rows):\")\n","word_counts = df['caption_list'].apply(lambda x: sum(len(str(c).split()) for c in x) if isinstance(x, list) else len(str(x).split()))\n","print(word_counts.head())\n","print(\"\\nAverage word count in caption_list:\")\n","print(word_counts.mean())"],"metadata":{"id":"A4pUgTE_5wDd"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas (if not already imported)\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Explore the default_caption column\n","print(\"Sample of default_caption values (first 5 rows):\")\n","print(df['default_caption'].head())\n","\n","# Check the type of data in default_caption\n","print(\"\\nType of default_caption values (first row):\")\n","print(type(df['default_caption'].iloc[0]))\n","\n","# Count unique captions\n","print(\"\\nNumber of unique default_caption values:\")\n","print(df['default_caption'].nunique())\n","\n","# Check for empty or null captions\n","print(\"\\nNumber of empty or null default_caption entries:\")\n","print(df['default_caption'].isnull().sum() + (df['default_caption'] == '').sum())\n","\n","# Word count in default_caption\n","print(\"\\nWord count in default_caption (first 5 rows):\")\n","word_counts = df['default_caption'].apply(lambda x: len(str(x).split()))\n","print(word_counts.head())\n","print(\"\\nAverage word count in default_caption:\")\n","print(word_counts.mean())\n","\n","# Most common captions\n","print(\"\\nMost common captions (top 5):\")\n","print(df['default_caption'].value_counts().head())"],"metadata":{"id":"skF_t18K6UEg"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Select Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_index = 240 #@param {type:\"slider\", min:0, max:33147, step:1}\n","end_index = 241 #@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n","    print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n","    print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n","    end_index = len(df)\n","elif start_index < 0:\n","    print(\"Error: Start index cannot be negative. Setting to 0.\")\n","    start_index = 0\n","\n","# Display the selected range of captions\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","print(df['default_caption'][start_index:end_index].to_string(index=True))"],"metadata":{"id":"v8wy8caM61Gl"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Set pandas display options to show full text without truncation\n","pd.set_option('display.max_colwidth', None)  # Show full content of columns\n","pd.set_option('display.width', None)         # Use full display width\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_index = 0 #@param {type:\"slider\", min:0, max:33147, step:1}\n","end_index = 1 #@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","stop_at = '' #@param {type:'string'}\n","display_only = True #@param {type:'boolean'}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n","    print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n","    print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n","    end_index = len(df)\n","elif start_index < 0:\n","    print(\"Error: Start index cannot be negative. Setting to 0.\")\n","    start_index = 0\n","\n","# Display the selected range of captions\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","for index, caption in df['default_caption'][start_index:end_index].items():\n","    if stop_at in caption: print(f'Index {index}: {caption}')\n","    #if stop_at in caption and not display_only:\n","    #  break\n","    #print(f\"Index {index}: {caption}\")"],"metadata":{"id":"wDhyb8M_7pkD"},"execution_count":null,"outputs":[]}]}
\ No newline at end of file
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Install required libraries\n","!pip install datasets pandas pyarrow\n","\n","# Import libraries\n","from datasets import load_dataset\n","import pandas as pd\n","import os\n","\n","# Load the dataset from Hugging Face\n","dataset = load_dataset(\"lodestones/e621-captions\")\n","\n","# Initialize an empty list to store DataFrames\n","all_dataframes = []\n","\n","# Iterate through all splits in the dataset (e.g., train, test, etc.)\n","for split in dataset.keys():\n","    # Convert the dataset split to a pandas DataFrame\n","    df = dataset[split].to_pandas()\n","    all_dataframes.append(df)\n","\n","# Concatenate all DataFrames into a single DataFrame\n","combined_df = pd.concat(all_dataframes, ignore_index=True)\n","\n","# Define the output Parquet file path\n","output_path = \"/content/combined_e621_captions.parquet\"\n","\n","# Save the combined DataFrame to a Parquet file\n","combined_df.to_parquet(output_path, engine=\"pyarrow\", index=False)\n","\n","# Verify the file was created\n","if os.path.exists(output_path):\n","    print(f\"Parquet file saved successfully at: {output_path}\")\n","    # Optionally, display the first few rows of the combined DataFrame\n","    print(\"\\nFirst few rows of the combined DataFrame:\")\n","    print(combined_df.head())\n","else:\n","    print(\"Error: Parquet file was not created.\")\n","\n","# Optional: Download the Parquet file in Colab\n","from google.colab import 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?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"edf63deb72d34738ba87e72ec96f07b0","version_major":2,"version_minor":0},"text/plain":["2024-06_grouped.jsonl:   0%|          | 0.00/327M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"b81ed84ebb974838a54b452d94fea8bb","version_major":2,"version_minor":0},"text/plain":["2024-07_grouped.jsonl:   0%|          | 0.00/313M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"b1fc342e400c423b9906ccebe33fd0ff","version_major":2,"version_minor":0},"text/plain":["2024-08_grouped.jsonl:   0%|          | 0.00/330M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"6dee10b604054bde9c5cc36b577d7675","version_major":2,"version_minor":0},"text/plain":["2024-09_grouped.jsonl:   0%|          | 0.00/308M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"a285c8bf6d2f4ea2a11e1189f22dce3b","version_major":2,"version_minor":0},"text/plain":["2024-10_grouped.jsonl:   0%|          | 0.00/334M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"546ecc1716f04ea283e4a2b1d15ffa9c","version_major":2,"version_minor":0},"text/plain":["2024-11_grouped.jsonl:   0%|          | 0.00/310M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"23ce3df9c02d4cbfbf6eb15991983ac8","version_major":2,"version_minor":0},"text/plain":["2024-12_grouped.jsonl:   0%|          | 0.00/84.3M [00:00<?, ?B/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"766750eaf26a4dfca06e0b28c1981257","version_major":2,"version_minor":0},"text/plain":["Generating train split: 0 examples [00:00, ? examples/s]"]},"metadata":{},"output_type":"display_data"},{"data":{"application/vnd.jupyter.widget-view+json":{"model_id":"27cb21da3d284ac9947a62de1a9ac1e2","version_major":2,"version_minor":0},"text/plain":["Loading dataset shards:   0%|          | 0/42 [00:00<?, ?it/s]"]},"metadata":{},"output_type":"display_data"}]},{"cell_type":"code","source":["import os\n","\n","if os.path.exists(\"/content/combined_e621_captions.parquet\"):\n","  print('exists')\n","else:\n","  print('noo')\n","\n","\n","\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"4snQIUMCQZ80","executionInfo":{"status":"ok","timestamp":1754230222341,"user_tz":-120,"elapsed":11,"user":{"displayName":"No Name","userId":"10578412414437288386"}},"outputId":"9387d88f-d925-4e30-a2d6-80d53189fd77"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["noo\n"]}]},{"cell_type":"code","source":["# Initialize an empty list to store DataFrames\n","all_dataframes = []\n","\n","# Iterate through all splits in the dataset (e.g., train, test, etc.)\n","for split in dataset.keys():\n","    # Convert the dataset split to a pandas DataFrame\n","    df = dataset[split].to_pandas()\n","    all_dataframes.append(df)\n","\n","# Concatenate all DataFrames into a single DataFrame\n","combined_df = pd.concat(all_dataframes, ignore_index=True)\n","\n","# Define the output Parquet file path\n","output_path = \"/content/combined_e621_captions.parquet\"\n","\n","# Save the combined DataFrame to a Parquet file\n","combined_df.to_parquet(output_path, engine=\"pyarrow\", index=False)\n","\n","# Verify the file was created\n","if os.path.exists(output_path):\n","    print(f\"Parquet file saved successfully at: {output_path}\")\n","    # Optionally, display the first few rows of the combined DataFrame\n","    print(\"\\nFirst few rows of the combined DataFrame:\")\n","    print(combined_df.head())\n","else:\n","    print(\"Error: Parquet file was not created.\")\n","\n","# Optional: Download the Parquet file in Colab\n","from google.colab import files\n","files.download(output_path)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":379},"id":"RNipefbnRRkG","executionInfo":{"status":"error","timestamp":1754230331615,"user_tz":-120,"elapsed":15,"user":{"displayName":"No Name","userId":"10578412414437288386"}},"outputId":"1806c7f8-529f-4cf9-e9b1-d0a488d27533"},"execution_count":3,"outputs":[{"output_type":"error","ename":"NameError","evalue":"name 'dataset' is not defined","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m/tmp/ipython-input-2540289297.py\u001b[0m in \u001b[0;36m<cell line: 0>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;31m# Iterate through all splits in the dataset (e.g., train, test, etc.)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0;32mfor\u001b[0m \u001b[0msplit\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdataset\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      6\u001b[0m     \u001b[0;31m# Convert the dataset split to a pandas DataFrame\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdataset\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_pandas\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mNameError\u001b[0m: name 'dataset' is not defined"]}]},{"cell_type":"code","source":["# Step 1: Mount Google Drive\n","from google.colab import drive\n","drive.mount('/content/drive')\n","\n","# Step 2: Import required libraries\n","import pandas as pd\n","\n","# Step 3: Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/chroma_photoreal_sfw_captions.parquet'\n","\n","# Step 4: Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Step 5: Basic exploration of the Parquet file\n","print(\"First 5 rows of the dataset:\")\n","print(df.head())\n","\n","print(\"\\nDataset Info:\")\n","print(df.info())\n","\n","print(\"\\nBasic Statistics:\")\n","print(df.describe())\n","\n","print(\"\\nColumn Names:\")\n","print(df.columns.tolist())\n","\n","print(\"\\nMissing Values:\")\n","print(df.isnull().sum())\n","\n","# Optional: Display number of rows and columns\n","print(f\"\\nShape of the dataset: {df.shape}\")"],"metadata":{"id":"So-PKtbo5AVA"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas (if not already imported)\n","import pandas as pd\n","\n","# Define the path to the Parquet file (adjust if needed)\n","#file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Explore the caption_list column\n","print(\"Sample of caption_list values (first 5 rows):\")\n","print(df['caption_list'].head())\n","\n","# Check the type of data in caption_list\n","print(\"\\nType of caption_list values (first row):\")\n","print(type(df['caption_list'].iloc[0]))\n","\n","# Count unique values in caption_list\n","print(\"\\nNumber of unique caption_list values:\")\n","print(df['caption_list'].nunique())\n","\n","# Check if caption_list contains lists or strings\n","print(\"\\nIs caption_list a list in each row? (First 5 rows):\")\n","print(df['caption_list'].head().apply(lambda x: isinstance(x, list)))\n","\n","# If caption_list contains lists, explode to analyze individual captions\n","if df['caption_list'].apply(lambda x: isinstance(x, list)).any():\n","    print(\"\\nExploding caption_list to analyze individual captions:\")\n","    exploded_captions = df['caption_list'].explode()\n","    print(\"\\nSample of individual captions (first 5):\")\n","    print(exploded_captions.head())\n","    print(\"\\nNumber of total individual captions:\")\n","    print(len(exploded_captions))\n","    print(\"\\nMost common captions (top 5):\")\n","    print(exploded_captions.value_counts().head())\n","\n","# Check for empty or null captions in caption_list\n","print(\"\\nNumber of empty caption_list entries:\")\n","print((df['caption_list'].apply(lambda x: len(x) == 0 if isinstance(x, list) else x == '')).sum())\n","\n","# Optional: Word count in captions (if caption_list contains strings or lists of strings)\n","print(\"\\nWord count in caption_list (first 5 rows):\")\n","word_counts = df['caption_list'].apply(lambda x: sum(len(str(c).split()) for c in x) if isinstance(x, list) else len(str(x).split()))\n","print(word_counts.head())\n","print(\"\\nAverage word count in caption_list:\")\n","print(word_counts.mean())"],"metadata":{"id":"A4pUgTE_5wDd"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas (if not already imported)\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Explore the default_caption column\n","print(\"Sample of default_caption values (first 5 rows):\")\n","print(df['default_caption'].head())\n","\n","# Check the type of data in default_caption\n","print(\"\\nType of default_caption values (first row):\")\n","print(type(df['default_caption'].iloc[0]))\n","\n","# Count unique captions\n","print(\"\\nNumber of unique default_caption values:\")\n","print(df['default_caption'].nunique())\n","\n","# Check for empty or null captions\n","print(\"\\nNumber of empty or null default_caption entries:\")\n","print(df['default_caption'].isnull().sum() + (df['default_caption'] == '').sum())\n","\n","# Word count in default_caption\n","print(\"\\nWord count in default_caption (first 5 rows):\")\n","word_counts = df['default_caption'].apply(lambda x: len(str(x).split()))\n","print(word_counts.head())\n","print(\"\\nAverage word count in default_caption:\")\n","print(word_counts.mean())\n","\n","# Most common captions\n","print(\"\\nMost common captions (top 5):\")\n","print(df['default_caption'].value_counts().head())"],"metadata":{"id":"skF_t18K6UEg"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Select Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_index = 240 #@param {type:\"slider\", min:0, max:33147, step:1}\n","end_index = 241 #@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n","    print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n","    print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n","    end_index = len(df)\n","elif start_index < 0:\n","    print(\"Error: Start index cannot be negative. Setting to 0.\")\n","    start_index = 0\n","\n","# Display the selected range of captions\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","print(df['default_caption'][start_index:end_index].to_string(index=True))"],"metadata":{"id":"v8wy8caM61Gl"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["# Import pandas\n","import pandas as pd\n","\n","# Define the path to the Parquet file\n","file_path = '/content/drive/MyDrive/Saved from Chrome/train.parquet'\n","\n","# Read the Parquet file\n","df = pd.read_parquet(file_path)\n","\n","# Set pandas display options to show full text without truncation\n","pd.set_option('display.max_colwidth', None)  # Show full content of columns\n","pd.set_option('display.width', None)         # Use full display width\n","\n","# Create sliders for selecting the range of captions\n","#@markdown Caption Range { run: \"auto\", display_mode: \"form\" }\n","start_index = 0 #@param {type:\"slider\", min:0, max:33147, step:1}\n","end_index = 1 #@param {type:\"slider\", min:1, max:33148, step:1}\n","\n","stop_at = '' #@param {type:'string'}\n","display_only = True #@param {type:'boolean'}\n","\n","# Ensure end_index is greater than start_index and within bounds\n","if end_index <= start_index:\n","    print(\"Error: End index must be greater than start index.\")\n","elif end_index > len(df):\n","    print(f\"Error: End index cannot exceed {len(df)}. Setting to maximum value.\")\n","    end_index = len(df)\n","elif start_index < 0:\n","    print(\"Error: Start index cannot be negative. Setting to 0.\")\n","    start_index = 0\n","\n","# Display the selected range of captions\n","print(f\"\\nDisplaying captions from index {start_index} to {end_index-1}:\")\n","for index, caption in df['default_caption'][start_index:end_index].items():\n","    if stop_at in caption: print(f'Index {index}: {caption}')\n","    #if stop_at in caption and not display_only:\n","    #  break\n","    #print(f\"Index {index}: {caption}\")"],"metadata":{"id":"wDhyb8M_7pkD"},"execution_count":null,"outputs":[]}]}
\ No newline at end of file