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"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "3ef222e5",
"metadata": {},
"outputs": [],
"source": [
"import os"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "186dcb71",
"metadata": {},
"outputs": [],
"source": [
"%pwd\n",
"os.chdir('../')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "3f4eb483",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'c:\\\\order\\\\Desktop\\\\AI_Summarizer'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%pwd"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "b36d364e",
"metadata": {},
"outputs": [],
"source": [
"from dataclasses import dataclass\n",
"from pathlib import Path\n",
"\n",
"@dataclass(frozen=True)\n",
"class DataValidationConfig:\n",
" root_dir : Path\n",
" STATUS_FILE : str\n",
" ALL_REQUIRED_FILES : list"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "05be5b22",
"metadata": {},
"outputs": [],
"source": [
"from textSummarizer.constants import *\n",
"from textSummarizer.utils.common import read_yaml, create_directories"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "5d9f3fbe",
"metadata": {},
"outputs": [],
"source": [
"class ConfigurationManager:\n",
" def __init__(\n",
" self,\n",
" config_filepath: str = CONFIG_FILE_PATH,\n",
" params_filepath: str = PARAMS_FILE_PATH):\n",
" \n",
" self.config = read_yaml(config_filepath)\n",
" self.params = read_yaml(params_filepath)\n",
" \n",
" create_directories([self.config.artifacts_root])\n",
" \n",
" \n",
" def get_data_validation_config(self) -> DataValidationConfig:\n",
" config = self.config.data_validation\n",
" \n",
" create_directories([config.root_dir])\n",
" \n",
" data_validation_config = DataValidationConfig(\n",
" root_dir=config.root_dir,\n",
" STATUS_FILE=config.STATUS_FILE,\n",
" ALL_REQUIRED_FILES=config.ALL_REQUIRED_FILES,\n",
" )\n",
" \n",
" return data_validation_config\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "7cca78e6",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"from textSummarizer.logging import logger"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "6cd0042a",
"metadata": {},
"outputs": [],
"source": [
"class DataValidation:\n",
" def __init__(self, config: DataValidationConfig):\n",
" self.config = config\n",
" \n",
" \n",
" \n",
" def validate_all_files_exists(self) -> bool:\n",
" try:\n",
" validation_status = None\n",
" \n",
" all_files = os.listdir(os.path.join(\"artifacts\" , \"data_ingestion\" , \"samsum_dataset\"))\n",
" \n",
" for file in all_files:\n",
" if file not in self.config.ALL_REQUIRED_FILES:\n",
" validation_status = False\n",
" with open(self.config.STATUS_FILE, 'w') as f:\n",
" f.write(f\"Validation status: {validation_status}\")\n",
" else:\n",
" validation_status = True\n",
" with open(self.config.STATUS_FILE, 'w') as f:\n",
" f.write(f\"Validation status: {validation_status}\")\n",
" \n",
" return validation_status\n",
" \n",
" except Exception as e:\n",
" raise e"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "38fa96fd",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[2025-06-26 05:05:39,842: INFO: common : yaml. file: config\\config.yaml loaded successfully. ]\n",
"[2025-06-26 05:05:39,847: INFO: common : yaml. file: params.yaml loaded successfully. ]\n",
"[2025-06-26 05:05:39,848: INFO: common : created directory at path : artifacts_root ]\n",
"[2025-06-26 05:05:39,849: INFO: common : created directory at path : artifacts/data_validation ]\n"
]
}
],
"source": [
"try:\n",
" config = ConfigurationManager()\n",
" data_validation_config = config.get_data_validation_config()\n",
" data_validation = DataValidation(data_validation_config)\n",
" data_validation.validate_all_files_exists()\n",
"except Exception as e:\n",
" raise e"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "textSummarizer",
"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": "3.11.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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