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README.md

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----
-pretty_name: Persian Daily News
-language:
-- fa
-source_datasets:
-- original
-task_categories:
-- Summarization
-- sequence-modeling
----
-# Persian Daily News
-
-
-# Dataset Summary
-
-persian_daily_news  is a collection of 2 million of unique news articles with the headline for each article. dataset can be used in abstractive summarization and paraphrasing tasks.
-
-This effort is part of a bigger perspective to have several datasets in Persian language(and other low resources languages) for different tasks that have two important factors: `free` and `easy-to-use`. Here is a quick HOW-TO for using this dataset in datasets library:[Demo-datasets](https://saied71.github.io/RohanAiLab/2021/09/03/Demo-datasets.html)
-
-# Description
-
-As discussed before, this dataset contains 2M news articles. Each article has these two attributes: text and summary. Here is a sample of dataset:
-```
-text: به گزارش گروه بین الملل ، خبرگزاری رسمی قطر اعلام کرد، بعد از امضای موافقتنامه همکاری نظامی بین قطر و روسیه این امکان فراهم شده است تا نظامیان قطری برای تکمیل آموزش‌های نظامی خود عازم روسیه شده و در آنجا تعلیم ببینند.در چارچوب این قرارداد که امروز یک شنبه توسط سرتیپ ستاد عبدالعزیز صالح السلیطی رییس هییت همکاری‌های بین المللی نظامی قطر و سرلشکر ویکتور جوریمیکین رییس اداره عمومی نیروی انسانی وزارت دفاع روسیه به امضا رسید، روابط نظامی بین دوحه و مسکو در زمینه موسسات آموزش‌های نظامی شاهد توسه قابل توجهی خواهد شد.به نوشته این خبرگزاری روابط قطر و روسیه در حال گسترش بوده و به سوی شکل‌گیری مشارکت راهبردی در تمامی زمینه‌ها پیش می‌رود.
-summary: از این پس نظامیان قطری برای آموزش عازم روسیه شده و در موسسات آموزش نظامی این کشور تعلیم خواهند دید.
-```
-
-# Citation
-```
-  rohanailab@gmail.com
-  title={persian_daily_news},
-  author={Saied Alimoradi},
-  year={2021}
-}
-```

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persian_daily_news.py

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-import datasets
-import csv
-import os
-import sys
-csv.field_size_limit(sys.maxsize)
-
-_DESCRIPTION = """Persian Daily News dataset is a collection of 2 million news articles with the headline of each news article.
-This dataset contains news articles and their summaries for the last 10 years.
-This dataset is provided by Rohan AI lab for research purposes.
-"""
-
-_PROJECT_URL = """"""
-
-
-_CITATION = """
-https://saied71.github.io/RohanAiLab/,
-  author={Saied Alimoradi},
-  year={2021}
-}
-"""
-
-_URL = "persian_daily.zip"
-
-
-
-class Persian_news(datasets.GeneratorBasedBuilder):
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "text": datasets.Value("string"),
-                    "summary": datasets.Value("string"),
-                }
-            ),
-            homepage=_PROJECT_URL,
-            citation=_CITATION,
-        )
-
-
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        dl_dir = dl_manager.download_and_extract(_URL)
-        data_dir = os.path.join(dl_dir, "persian_daily.csv")
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "filepath": data_dir,
-                },),]
-
-    def _generate_examples(self, filepath):
-        """Yields examples."""
-        with open(filepath, encoding="utf-8") as f:
-            reader = csv.reader(f)
-            for id_, row in enumerate(reader):
-                if id_ == 0:
-                    continue
-                yield id_, {
-                    "text": row[1],
-                    "summary": row[0]
-                }