تجريف الويب باستخدام مكتبة البايثون requests-html – بايثونات كمثال

{}=pythonat_dict وبالسطر السابق قمنا بإنشاء قاموس فارغ لنخزن به عناوين المقالات كفماتيح والروابط كقيم.

نقوم بالمرور بمحتويات القيم المرجعة والوصول بخاصية النص .text والتي هي عنوان المقال وتعيينها كمفتاح جديد في اللقاموس السابق، ونستدعي دالة abosolute_links للوصول للروابط الفعالة تحت هذه الفئة.

من المعاينة في المتصفح نجدها رابط واحد فنعمل على تخزينها كقيمة للمفتاح:

ممتاز جدا. والآن بعد أن نجحنا بجرف المعلومات التي نريدها وتخزينها في قاموس خاص بها، لنكرر التجربة ولكن لنقم بإضافة ميزة مسح عدد من صفحات مدونة بايثونات واستخلاص نفس المعلومات التي استخلصناها سابقا.

تجريف البيانات من صفحات داخلية

قبل ذلك يجب أن نعرف كيف هو شكل عناوين روابط الصفحات في بايثونات من الصفحة الأولى الى الخامسة.

سنجد أن شكل الروابط سيكون كالتالي:

من هنا سنعرف كيف سنبني رابط أساسي كقالب نغير فيه رقم الصفحة في كل مرة عن طريق حلقة تكرارية تمر على عدد الصفحات ليتم مسح واستخلاص عناوين المقالات وروابط صفحات المقالات في الصفحات الخمس الأولى وتخزينها في قاموس جديد:

[pastacode lang=”python” manual=”%23%20practice%202%0A%23initiaing%20and%20creating%20a%20new%20htmal%20session%20object%20%2C%20s2%0A%23%20ands%20getting%20the%20targetted%20link%0A%0As2%20%3D%20HTMLSession()%0Aresaponse%20%3D%20s2.get(%22https%3A%2F%2Fpythonat.com%22)” message=”” highlight=”” provider=”manual”/]

[pastacode lang=”python” manual=”%23%23%20after%20checking%20the%20base%20url%20of%20our%20targetted%20website%20and%20how%20it%20paginates%20its%0A%23%23%20pages%20in%20the%20format%20of%20–%3E%20https%3A%2F%2Fpythonat.com%2Fpage%2F%3Cpage_number%3E%2F%0A%23%20we%20will%20scrape%205%20pages%20for%20now%0A%0A%23%20base%20url%0Abase_url%20%3D%20%22https%3A%2F%2Fpythonat.com%2Fpage%2F%22%0A%23%20created%20a%20new%20dictionary%20fofr%20our%20new%20scrape%0Aarticle_dict2%3D%7B%7D%0A%23%20a%20loop%20to%20access%20first%205%20pages%20to%20be%20scraped%0Afor%20i%20in%20range(1%2C6)%3A%0A%20%20%23%20exception%20handling%20for%20any%20error%20in%20the%20scraping%20phase%0A%20%20try%3A%0A%20%20%20%20response%20%3D%20s2.get(base_url%2Bstr(i)%2B%22%2F%22)%0A%20%20%20%20print(base_url%2Bstr(i)%2B%22%2F%22)%0A%20%20%20%20%0A%20%20%20%20%23%20targetted%20the%20same%20css%20class%20to%20collect%20the%20article%20titles%0A%20%20%20%20article_titles2%20%3D%20response.html.find(%22.entry-title%22)%0A%0A%20%20%20%20%23%20filling%20the%20new%20dictionary%20with%20keys%20of%20artile%20titles%20and%20values%20of%20links%0A%20%20%20%20for%20at2%20in%20article_titles2%3A%0A%20%20%20%20%20%20article_dict2%5Bat2.text%5D%3Dat2.links%0A%20%20except%20Exception%20as%20e%3A%0A%20%20%20%20print(f%22XXXX%20%3E%3E%3E%20%7Bstr(e)%7D%22)” message=”” highlight=”” provider=”manual”/]

النتيجة:

[pastacode lang=”bash” manual=”https%3A%2F%2Fpythonat.com%2Fpage%2F1%2F%0Ahttps%3A%2F%2Fpythonat.com%2Fpage%2F2%2F%0Ahttps%3A%2F%2Fpythonat.com%2Fpage%2F3%2F%0Ahttps%3A%2F%2Fpythonat.com%2Fpage%2F4%2F%0Ahttps%3A%2F%2Fpythonat.com%2Fpage%2F5%2F” message=”” highlight=”” provider=”manual”/]

جميل جدا. قمنا بمسح الصفحات الخمس الأولى بنجاح، وللإحتياط قمنا بكتابة استثناء ليستمر البرنامج بالعمل حتى وإن حدث خطأ ما أثناء عملية الدخول للصفحات المراد مسحها أو عملية المسح نفسها، كل ذلك في نطاق : try,except.

لنتأكد من أن العملية سارت كما يجب. لنقم بطباعة طول ومحتويات القاموس الثاني كما يلي:

[pastacode lang=”python” manual=”print(len(article_dict2))%0Aarticle_dict2″ message=”” highlight=”” provider=”manual”/]

والنتيجة:

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message=”” highlight=”” provider=”manual”/]

عظيم. ولكن لدينا مشكلة وهي أن القيمة لكل مفتاح هي عبارة عن مجموعة تحتوي نص الرابط لصفحة كل مقال وليست نص الرابط المباشر مما سيجعل التعامل معها غير عملي بالنسبة لنا هنا.

لحل تلك المشكلة سنقوم بتعريف قاموس جديد فارغ نملي مفاتيحه من مفاتيح القاموس السابق ونقوم باستخدام الدالة pop الخاصة بالمجموعات والتي ستقوم بأخذ مافي المجموعه من عناصر. في حالتنا عنصر واحد أي رابط واحد لكل مجموعة ونخزنها كقيمة لكل مفتاح من مفاتيح القاموس الجديد.

[pastacode lang=”python” manual=”%23%20converting%20the%20value%20from%20a%20set%20to%20be%20equal%20to%20the%20string%20of%20the%20link%20inside%0A%23%20the%20set%0A%0A%23%20creating%20a%20new%20dictionary%20to%20store%20the%20cleaned%20k%2Cv%20data%0Afinal_dict%20%3D%20%7B%7D%0A%0Afor%20k%2Cv%20in%20article_dict2.items()%3A%0A%20%20final_dict%5Bk%5D%20%3D%20v.pop()%0A%0Afinal_dict” message=”” highlight=”” provider=”manual”/]

والنتيجة:

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message=”” highlight=”” provider=”manual”/]

الحمد لله ، أتممنا الغرض من البرنامج بشكل كامل و بنجاح.

اقرأ أيضًا: أرسل “شكرًا” لموقع بايثونات عبر مكتبة سيلينيوم

تقصير الروابط باستخدام مكتبة البايثون pyshorteners 

الآن لنقم بعمل شيء يضيف فائدة أكبر للبرنامج وهي بأن نقوم بتحويل جميع تلك القيم للمفاتيح والتي هي عبارة عن روابط طويلة إلى روابط قصيرة يسهل قراءتها. أيضا، لنقم بتخزين تلك المعلومات في ملف csv لكي نتمكن من استعمالها في أي برنامج نكتبة مستفبلا.

أولا لنقم بتثبيت مكتبة pyshorteners والتي تعتمد على مكتبة folium عن طريق مثبت الحزم pip كما فعلنا سابقا:

[pastacode lang=”python” manual=”%23%20installing%20the%20pyshorteners%20library%20to%20create%20tyinyurl%20version%20of%20our%0A%23%20links%20that%20are%20stored%20as%20values%20in%20our%20dictionary%0A%23%20it%20requires%20folium%20library%0A!pip%20install%20folium%20pyshorteners” message=”” highlight=”” provider=”manual”/]

و الآن لنقم باستيراد مكتبة pyshirteners، ومن ثم نقوم بإنشاء كائن من نوع pyshorteners.Shortener لنتسخدمه لاحقا لتصغير روابط صفحات المقالات، ومن ثم من خلال المورو علي جميع مفاتيح وقيم القاموس السابق، نستدعي دالة تحويل الروابط إلى روابط أصغر للكائن shortener وهي tinyurl.short. سنغذيها بمعامل وهو قيم المفاتيح الطويلة لتقوم بتصغيرها وثم تخزينها بمتغير short_url ليكون هو القيمة الجديدة لكل مفتاح موجود بالقاموس.

[pastacode lang=”python” manual=”%23%20importing%20the%20url%20shirtening%20library%0Aimport%20pyshorteners%0A%0A%23%20creating%20a%20shortening%20object%0Ashortener%20%3D%20pyshorteners.Shortener()%0A%0A%0A%23%20iterating%20through%20the%20dictionary%20to%20access%20values%20and%20shorten%20them%0Afor%20k%2Cv%20in%20final_dict.items()%3A%0A%20%20%23shortening%20the%20urls%20stored%20as%20values%0A%20%20short_url%20%3D%20shortener.tinyurl.short(v)%0A%20%20%23assigning%20each%20key%20to%20the%20new%20value%20%3D%3D%3E%20shortened%20url%0A%20%20final_dict%5Bk%5D%20%3D%20short_url%0A%0Afinal_dict%0A” message=”” highlight=”” provider=”manual”/]

والنتيجة:

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