{"id":470970,"date":"2024-07-21T03:55:35","date_gmt":"2024-07-21T03:55:35","guid":{"rendered":"https:\/\/proxycompass.com\/?p=470970"},"modified":"2024-07-23T16:19:42","modified_gmt":"2024-07-23T16:19:42","slug":"from-python-to-java-what-is-the-best-language-to-web-scrape","status":"publish","type":"post","link":"https:\/\/proxycompass.com\/tr\/from-python-to-java-what-is-the-best-language-to-web-scrape\/","title":{"rendered":"Python'dan Java'ya: Web Scrape i\u00e7in En \u0130yi Dil Nedir?"},"content":{"rendered":"

Hangi programlama dilini se\u00e7ece\u011finizden emin de\u011fil misiniz? Bir s\u00fcreli\u011fine ben de \u00f6yleydim!<\/p>\n\n\n\n

E\u011fer siz de benim gibiyseniz, analiz felci ger\u00e7ek bir ac\u0131 olabilir\u2026 Zaman kaybetmeyi b\u0131rak\u0131p harekete ge\u00e7ebilmeniz i\u00e7in en iyi se\u00e7eneklerimizi i\u00e7eren bir liste haz\u0131rlad\u0131k. Web kaz\u0131ma i\u00e7in en iyi dili ortaya \u00e7\u0131karmakla kalmay\u0131p ayn\u0131 zamanda g\u00fc\u00e7l\u00fc, zay\u0131f y\u00f6nlerini ve kullan\u0131m \u00f6rneklerini kar\u015f\u0131la\u015ft\u0131rarak bilin\u00e7li bir karar vermenize yard\u0131mc\u0131 olaca\u011f\u0131z.<\/p>\n\n\n\n

Her \u015feyi sizin i\u00e7in \u00f6zetledi\u011fimiz i\u00e7in zaman\u0131n\u0131z\u0131 bo\u015fa harcamayaca\u011f\u0131z. <\/p>\n\n\n\n

Nedir <\/strong>Web Scraping i\u00e7in En \u0130yi Dil<\/strong>?<\/strong><\/h2>\n\n\n\n

Python web kaz\u0131ma i\u00e7in en iyi programlama dilidir. Kullan\u0131m\u0131 kolayd\u0131r, BeautifulSoup ve Scrapy gibi kapsaml\u0131 k\u00fct\u00fcphanelere, dinamik ve statik web sayfalar\u0131n\u0131 ve basit kodlar\u0131 kaz\u0131maya uygun ara\u00e7lara sahiptir.<\/p>\n\n\n\n

Genel Bak\u0131\u015f<\/strong><\/h2>\n\n\n\n
Programlama dili<\/strong><\/td>Anahtar g\u00fcc\u00fc<\/strong><\/td>Ana Zay\u0131fl\u0131k<\/strong><\/td>En Pop\u00fcler K\u00fct\u00fcphaneler<\/strong><\/td>En \u0130yi Kullan\u0131m Durumlar\u0131<\/strong><\/td>\u00d6\u011frenme e\u011frisi<\/strong><\/td><\/tr>
Python<\/td>\u00d6zel kaz\u0131ma k\u00fct\u00fcphanelerinden olu\u015fan kapsaml\u0131 ekosistem<\/td>B\u00fcy\u00fck \u00f6l\u00e7ekli projeler i\u00e7in daha yava\u015f y\u00fcr\u00fctme h\u0131z\u0131<\/td>G\u00fczel\u00c7orba, Kavgac\u0131<\/td>Statik web siteleri, NumPy\/Pandas ile veri entegrasyonu<\/td>Yeni ba\u015flayanlar i\u00e7in kolay<\/td><\/tr>
JavaScript\/Node.js<\/td>Dinamik, JavaScript ile olu\u015fturulan i\u00e7eri\u011fin m\u00fckemmel \u015fekilde i\u015flenmesi<\/td>Uzun s\u00fcren kaz\u0131ma g\u00f6revlerinde bellek s\u0131z\u0131nt\u0131lar\u0131<\/td>Kuklac\u0131, Cheerio<\/td>Tek sayfal\u0131 uygulamalar, modern web uygulamalar\u0131<\/td>Il\u0131man<\/td><\/tr>
Yakut<\/td>Nokogiri gem ile g\u00fc\u00e7l\u00fc HTML ayr\u0131\u015ft\u0131rma<\/td>B\u00fcy\u00fck \u00f6l\u00e7ekli i\u015flemler i\u00e7in s\u0131n\u0131rl\u0131 e\u015fzamanl\u0131l\u0131k<\/td>Nokogiri, Mekanize<\/td>\u0130yi yap\u0131land\u0131r\u0131lm\u0131\u015f HTML, temel kimlik do\u011frulamas\u0131na sahip siteler<\/td>Yeni ba\u015flayanlar i\u00e7in kolay<\/td><\/tr>
Gitmek<\/td>Goroutinlerle y\u00fcksek performansl\u0131 e\u015f zamanl\u0131 kaz\u0131ma<\/td>Python\/JavaScript ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda daha az olgunla\u015fm\u0131\u015f ekosistem<\/td>Colly, Goquery<\/td>B\u00fcy\u00fck \u00f6l\u00e7ekli, paralel kaz\u0131ma g\u00f6revleri<\/td>Orta ve \u0130leri D\u00fczey<\/td><\/tr>
Java<\/td>Yanl\u0131\u015f bi\u00e7imlendirilmi\u015f HTML'nin JSoup ile sa\u011flam \u015fekilde i\u015flenmesi<\/td>Ayr\u0131nt\u0131l\u0131 s\u00f6zdizimi, daha uzun geli\u015ftirme s\u00fcresi<\/td>JSoup, HtmlUnit<\/td>Kurumsal d\u00fczeyde karma\u015f\u0131k kaz\u0131ma projeleri<\/td>Dik<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

En iyi 5 <\/strong>Web Scraping i\u00e7in Programlama Dilleri<\/strong><\/h2>\n\n\n\n

Python genellikle web kaz\u0131mayla ilgili hemen hemen t\u00fcm i\u015flemler i\u00e7in tercih edilen dil olarak kabul edilir. Ancak y\u00fcksek performansl\u0131 uygulamalar veya h\u0131zl\u0131 projeler gibi baz\u0131 senaryolarda bunu kullanmak en iyi fikir olmayabilir. Ba\u015fka hangi programlama dillerinin harika bir alternatif olabilece\u011fini kontrol edin.<\/p>\n\n\n\n

1. Python<\/strong><\/h3>\n\n\n\n

Herhangi bir kaz\u0131y\u0131c\u0131ya verileri kaz\u0131mak i\u00e7in kulland\u0131klar\u0131 dil hakk\u0131nda soru sorarsan\u0131z, b\u00fcy\u00fck olas\u0131l\u0131kla \u00e7o\u011fu Python diyecektir. \u00c7o\u011fu kaz\u0131y\u0131c\u0131 Python'u tercih ediyor \u00e7\u00fcnk\u00fc \u00e7al\u0131\u015fmas\u0131 kolay, harika web kaz\u0131ma ara\u00e7lar\u0131na ve devasa bir veri i\u015fleme ekosistemine sahip. Hem yeni ba\u015flayanlar hem de ileri d\u00fczey kullan\u0131c\u0131lar i\u00e7in harikad\u0131r.<\/p>\n\n\n\n

Ana \u00d6zellikler:<\/strong><\/p>\n\n\n\n

    \n
  • Kullan\u0131m\u0131 kolay<\/li>\n\n\n\n
  • \u00d6zel k\u00fct\u00fcphaneler ve ara\u00e7lardan olu\u015fan kapsaml\u0131 ekosistem<\/li>\n\n\n\n
  • Okunabilirlik: Yeni ba\u015flayanlar i\u00e7in uygun, temiz bir s\u00f6zdizimi<\/li>\n\n\n\n
  • G\u00fc\u00e7l\u00fc topluluk deste\u011fi ve kapsaml\u0131 belgeler<\/li>\n\n\n\n
  • \u00c7o\u011fu kaz\u0131ma projesi i\u00e7in iyi performans<\/li>\n\n\n\n
  • Verimli bellek y\u00f6netimi<\/li>\n\n\n\n
  • \u00c7o\u011fu e\u011fitim i\u00e7eri\u011fi Python'da oldu\u011fundan \u00f6\u011frenmesi h\u0131zl\u0131d\u0131r<\/li>\n<\/ul>\n\n\n\n

    En g\u00fc\u00e7l\u00fc nokta:<\/strong> Web kaz\u0131ma g\u00f6revlerini basitle\u015ftiren tonlarca ara\u00e7 ve k\u00fct\u00fcphaneye sahip harika ekosistemi. <\/p>\n\n\n\n

    En b\u00fcy\u00fck zay\u0131fl\u0131k:<\/strong> Baz\u0131 kullan\u0131c\u0131lar, Node.js gibi di\u011fer dillerle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda y\u00fcr\u00fctme i\u015fleminin \u00e7ok yava\u015f oldu\u011funu d\u00fc\u015f\u00fcn\u00fcyor <\/p>\n\n\n\n

    Mevcut k\u00fct\u00fcphaneler:<\/strong><\/p>\n\n\n\n

      \n
    • BeautifulSoup<\/li>\n\n\n\n
    • Scrapy<\/li>\n\n\n\n
    • Requests<\/li>\n\n\n\n
    • Selenium<\/li>\n\n\n\n
    • Oyun yazar\u0131<\/li>\n\n\n\n
    • lxml<\/li>\n\n\n\n
    • Urllib3<\/li>\n\n\n\n
    • Mekanik\u00c7orba<\/li>\n<\/ul>\n\n\n\n

      Web kaz\u0131ma i\u00e7in Python ne zaman kullan\u0131l\u0131r:<\/strong><\/p>\n\n\n\n

        \n
      1. H\u0131zl\u0131ca anlayabilece\u011finiz basit bir dile ihtiyac\u0131n\u0131z var.<\/li>\n\n\n\n
      2. BeautifulSoup ile ayr\u0131\u015ft\u0131r\u0131labilen, \u00e7o\u011funlukla statik i\u00e7eri\u011fe sahip web siteleri.<\/li>\n\n\n\n
      3. Kaz\u0131ma mant\u0131\u011f\u0131na ince ayar yapmak ve u\u00e7 durumlar\u0131 ele almak i\u00e7in esneklik ve kontrol aran\u0131yor.<\/li>\n<\/ol>\n\n\n\n

        Web kaz\u0131ma i\u00e7in Python'dan ne zaman ka\u00e7\u0131n\u0131lmal\u0131d\u0131r:<\/strong><\/p>\n\n\n\n

          \n
        1. Web siteleri, kaz\u0131nmas\u0131 daha karma\u015f\u0131k olan dinamik i\u00e7erik olu\u015fturmak i\u00e7in b\u00fcy\u00fck \u00f6l\u00e7\u00fcde JavaScript'e g\u00fcveniyor.<\/li>\n\n\n\n
        2. Ola\u011fan\u00fcst\u00fc performansa ve h\u0131za ihtiyac\u0131n\u0131z oldu\u011funda.\u00a0<\/li>\n\n\n\n
        3. Geli\u015ftirme ekibi Python uzmanl\u0131\u011f\u0131ndan yoksundur ve proje zamana duyarl\u0131d\u0131r.<\/li>\n<\/ol>\n\n\n\n

          2.JavaScript\/Node.js<\/strong><\/h3>\n\n\n\n

          Node.js, web kaz\u0131ma i\u00e7in dil se\u00e7imi konusunda Python'dan sonra ikinci s\u0131rada yer al\u0131yor. Baz\u0131 kullan\u0131c\u0131lar daha hafif ve bir sorunla kar\u015f\u0131la\u015ft\u0131klar\u0131nda kullan\u0131m\u0131 kolay g\u00f6r\u00fcnd\u00fc\u011f\u00fc i\u00e7in bunu tercih ediyor. Zaten JavaScript'e a\u015fina olanlar Python'u \u00f6\u011frenmek yerine onu kullanmay\u0131 daha kolay bulabilirler. Yani sonu\u00e7ta bu bir tercih meselesi ve hangisini \u00f6\u011frenmek istedi\u011finiz.<\/p>\n\n\n\n

          Ana \u00d6zellikler:<\/strong> <\/p>\n\n\n\n

            \n
          • Dinamik olarak y\u00fcklenen sitelerde bilgileri \u00e7ok daha kolay \u00e7\u0131karan k\u00fct\u00fcphaneler.<\/li>\n\n\n\n
          • Zaten JavaScript konusunda uzman olan web geli\u015ftiricileri i\u00e7in a\u015final\u0131k.<\/li>\n\n\n\n
          • Basit kaz\u0131ma g\u00f6revlerini yapmak i\u00e7in idealdir.<\/li>\n\n\n\n
          • Asenkron programlama modeli.<\/li>\n\n\n\n
          • Nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 \u00f6\u011frenmek i\u00e7in tonlarca \u00f6\u011fretici mevcut.<\/li>\n\n\n\n
          • \u00d6zellikle Node.js \u00e7al\u0131\u015fma zaman\u0131 ile iyi performans.<\/li>\n<\/ul>\n\n\n\n

            En g\u00fc\u00e7l\u00fc nokta: <\/strong>Puppeteer ve Playwright gibi k\u00fct\u00fcphaneler arac\u0131l\u0131\u011f\u0131yla dinamik i\u00e7eri\u011fin ve JavaScript ile olu\u015fturulmu\u015f web sitelerinin m\u00fckemmel \u015fekilde i\u015flenmesi, taray\u0131c\u0131 otomasyonuna ve web sayfalar\u0131yla ger\u00e7ek bir kullan\u0131c\u0131n\u0131n yapaca\u011f\u0131 gibi etkile\u015fime olanak tan\u0131r.<\/p>\n\n\n\n

            En b\u00fcy\u00fck zay\u0131fl\u0131k: <\/strong>Uzun s\u00fcren kaz\u0131ma g\u00f6revlerinde bellek y\u00f6netimi sorunlar\u0131, potansiyel olarak bellek s\u0131z\u0131nt\u0131lar\u0131na ve zaman i\u00e7inde performans\u0131n d\u00fc\u015fmesine yol a\u00e7abilir.<\/p>\n\n\n\n

            Mevcut k\u00fct\u00fcphaneler:<\/strong><\/p>\n\n\n\n

              \n
            • Kuklac\u0131<\/li>\n\n\n\n
            • Oyun yazar\u0131<\/li>\n\n\n\n
            • Cheerio<\/li>\n\n\n\n
            • Aksiyos<\/li>\n\n\n\n
            • Jsdom<\/li>\n\n\n\n
            • Kabus<\/li>\n\n\n\n
            • Rica etmek<\/li>\n\n\n\n
            • Kaz\u0131ma var<\/li>\n<\/ul>\n\n\n\n

              Web kaz\u0131ma i\u00e7in JavaScript ne zaman kullan\u0131l\u0131r:<\/strong><\/p>\n\n\n\n

                \n
              1. Dinamik web sitelerini kaz\u0131mak<\/li>\n\n\n\n
              2. Tek sayfal\u0131 uygulamalar\u0131 y\u00f6netme<\/li>\n\n\n\n
              3. Kaz\u0131nm\u0131\u015f verileri JavaScript tabanl\u0131 web uygulamalar\u0131yla sorunsuz bir \u015fekilde entegre etme.<\/li>\n<\/ol>\n\n\n\n

                Web kaz\u0131ma i\u00e7in JavaScript'ten ne zaman ka\u00e7\u0131n\u0131lmal\u0131d\u0131r:<\/strong><\/p>\n\n\n\n

                  \n
                1. Statik web sitelerini kaz\u0131ma<\/li>\n\n\n\n
                2. E\u015fzamans\u0131z programlama konusunda s\u0131n\u0131rl\u0131 deneyime sahip ekipler<\/li>\n\n\n\n
                3. C++ veya Java gibi dillerde daha verimli olabilecek CPU yo\u011fun veri i\u015flemenin ger\u00e7ekle\u015ftirilmesi.<\/li>\n<\/ol>\n\n\n\n

                  3. Yakut<\/strong><\/h3>\n\n\n\n

                  Ruby, hem basit hem de karma\u015f\u0131k g\u00f6revler i\u00e7in m\u00fckemmel olan \u00e7ok say\u0131da kitapl\u0131\u011f\u0131 ve m\u00fccevheri nedeniyle web kaz\u0131ma i\u00e7in g\u00fc\u00e7l\u00fc bir se\u00e7enektir. Node.js ve Python'a g\u00f6re daha az pop\u00fcler olmas\u0131 di\u011fer kullan\u0131c\u0131lar\u0131n e\u011fitimlerini ve deneyimlerini bulmay\u0131 zorla\u015ft\u0131r\u0131yor.<\/p>\n\n\n\n

                  Ana \u00d6zellikler:<\/strong><\/p>\n\n\n\n

                    \n
                  • K\u0131sa ve okunabilir s\u00f6zdizimi\u00a0<\/li>\n\n\n\n
                  • HTML ve XML'i i\u015flemek i\u00e7in Nokogiri gibi kitapl\u0131klarla g\u00fc\u00e7l\u00fc ayr\u0131\u015ft\u0131rma yetenekleri<\/li>\n\n\n\n
                  • Nogokori ve Mechanize gibi web kaz\u0131ma i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f k\u00fct\u00fcphaneler<\/li>\n\n\n\n
                  • Nogokiri k\u00fct\u00fcphanesinin kullan\u0131m\u0131 kolay ve olduk\u00e7a basittir, yeni ba\u015flayanlar i\u00e7in m\u00fckemmeldir.<\/li>\n\n\n\n
                  • Mechanize, web kaz\u0131ma i\u00e7in gereken t\u00fcm ara\u00e7lar\u0131 i\u00e7erir.<\/li>\n\n\n\n
                  • Okunabilirli\u011fi ve s\u00fcrd\u00fcr\u00fclebilirli\u011fi destekleyen temiz ve etkileyici s\u00f6zdizimi<\/li>\n\n\n\n
                  • Basitle\u015ftirilmi\u015f geli\u015ftirme i\u00e7in Kimurai gibi web kaz\u0131ma \u00e7er\u00e7evelerinin mevcudiyeti<\/li>\n<\/ul>\n\n\n\n

                    En g\u00fc\u00e7l\u00fc nokta:<\/strong> HTML ve XML belgelerini ayr\u0131\u015ft\u0131rmak i\u00e7in g\u00fc\u00e7l\u00fc ve esnek bir yol sa\u011flayan Nokogiri cevheri, temiz ve k\u0131sa kodla veri \u00e7\u0131karmay\u0131 kolayla\u015ft\u0131r\u0131r.<\/p>\n\n\n\n

                    En b\u00fcy\u00fck zay\u0131fl\u0131k:<\/strong> Di\u011fer dillerle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda s\u0131n\u0131rl\u0131 e\u015fzamanl\u0131l\u0131k deste\u011fi, b\u00fcy\u00fck \u00f6l\u00e7ekli kaz\u0131ma i\u015flemlerinde performans\u0131 etkileyebilir.<\/p>\n\n\n\n

                    Mevcut k\u00fct\u00fcphaneler:<\/strong><\/p>\n\n\n\n

                      \n
                    • Nokogiri<\/li>\n\n\n\n
                    • Mekanize et<\/li>\n\n\n\n
                    • Vatir<\/li>\n\n\n\n
                    • HTTP partisi<\/li>\n\n\n\n
                    • Kimurai<\/li>\n\n\n\n
                    • Wombat<\/li>\n\n\n\n
                    • Anemon<\/li>\n\n\n\n
                    • \u00d6r\u00fcmcek<\/li>\n<\/ul>\n\n\n\n

                      Web kaz\u0131ma i\u00e7in Ruby ne zaman kullan\u0131l\u0131r:<\/strong><\/p>\n\n\n\n

                        \n
                      1. Statik sayfalar\u0131 kaz\u0131mak<\/li>\n\n\n\n
                      2. K\u0131r\u0131k HTML par\u00e7alar\u0131yla u\u011fra\u015fmak<\/li>\n\n\n\n
                      3. Basit web kaz\u0131ma ihtiya\u00e7lar\u0131<\/li>\n<\/ol>\n\n\n\n

                        Web kaz\u0131ma i\u00e7in Ruby'den ne zaman ka\u00e7\u0131n\u0131lmal\u0131d\u0131r:<\/strong><\/p>\n\n\n\n

                          \n
                        1. JavaScript'te olu\u015fturulan web siteleri<\/li>\n\n\n\n
                        2. E\u015f zamanl\u0131 ve paralel kaz\u0131ma<\/li>\n\n\n\n
                        3. B\u00fcy\u00fck \u00f6l\u00e7ekli veya performans a\u00e7\u0131s\u0131ndan kritik projeler.<\/li>\n<\/ol>\n\n\n\n

                          4. Git<\/strong><\/h3>\n\n\n\n

                          Baz\u0131 kaz\u0131y\u0131c\u0131lar i\u00e7in Go, y\u00fcksek performansa sahip olmas\u0131 ve Google taraf\u0131ndan geli\u015ftirilmesi nedeniyle ilgin\u00e7 bir web kaz\u0131ma dili olarak kabul edilir. H\u0131z ve paralel i\u015fleme yetenekleri gerektiren b\u00fcy\u00fck \u00f6l\u00e7ekli kaz\u0131ma projeleri i\u00e7in m\u00fckemmeldir.<\/p>\n\n\n\n

                          Ana \u00d6zellikler:<\/strong><\/p>\n\n\n\n

                            \n
                          • H\u0131zl\u0131 y\u00fcr\u00fctme.<\/li>\n\n\n\n
                          • Paralel kaz\u0131ma g\u00f6revleri i\u00e7in yerle\u015fik e\u015fzamanl\u0131l\u0131k \u00f6zellikleri.<\/li>\n\n\n\n
                          • Kolay da\u011f\u0131t\u0131m i\u00e7in tek bir ikili dosyaya derleme yetene\u011fi.<\/li>\n\n\n\n
                          • Etkin bellek y\u00f6netimi.<\/li>\n\n\n\n
                          • Birden fazla kaz\u0131ma iste\u011finin y\u00fcr\u00fct\u00fclmesi i\u00e7in uygundur.<\/li>\n\n\n\n
                          • Colly ve Goquery gibi web kaz\u0131ma k\u00fct\u00fcphanelerinin b\u00fcy\u00fcyen ekosistemi.<\/li>\n\n\n\n
                          • \u00c7\u00f6p toplama gibi \u00f6zellikler onu y\u00fcksek performansl\u0131 uygulamalar i\u00e7in ideal k\u0131lar.<\/li>\n<\/ul>\n\n\n\n

                            En g\u00fc\u00e7l\u00fc nokta: <\/strong>\u00d6zellikle goroutinler ve kanallar arac\u0131l\u0131\u011f\u0131yla b\u00fcy\u00fck \u00f6l\u00e7ekli kaz\u0131ma g\u00f6revlerinin verimli bir \u015fekilde ele al\u0131nmas\u0131n\u0131 destekleyen Colly k\u00fct\u00fcphanesi ile y\u00fcksek performansl\u0131 e\u015fzamanl\u0131 kaz\u0131ma yetenekleri.<\/p>\n\n\n\n

                            En b\u00fcy\u00fck zay\u0131fl\u0131k:<\/strong> Python veya JavaScript ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda web kaz\u0131ma i\u00e7in daha az olgun ekosistem, daha az \u00f6zel kitapl\u0131k ve ara\u00e7 mevcut.<\/p>\n\n\n\n

                            Mevcut k\u00fct\u00fcphaneler:<\/strong><\/p>\n\n\n\n

                              \n
                            • Colly<\/li>\n\n\n\n
                            • Goquery<\/li>\n\n\n\n
                            • \u00c7orba<\/li>\n\n\n\n
                            • kam\u0131\u015f<\/li>\n\n\n\n
                            • Chromedp<\/li>\n\n\n\n
                            • Gelincik<\/li>\n\n\n\n
                            • geziyor<\/li>\n\n\n\n
                            • Gocrawl<\/li>\n<\/ul>\n\n\n\n

                              Web kaz\u0131ma i\u00e7in Go ne zaman kullan\u0131l\u0131r:<\/strong><\/p>\n\n\n\n

                                \n
                              1. Ayn\u0131 anda birden fazla siteyi kaz\u0131ma.<\/li>\n\n\n\n
                              2. HTTP konular\u0131 i\u00e7in kararl\u0131 ve bak\u0131m\u0131 kolay API istemcisi.<\/li>\n\n\n\n
                              3. Web kaz\u0131ma botlar\u0131 olu\u015fturma.<\/li>\n<\/ol>\n\n\n\n

                                Web kaz\u0131ma i\u00e7in Go'dan ne zaman ka\u00e7\u0131n\u0131lmal\u0131d\u0131r:<\/strong><\/p>\n\n\n\n

                                  \n
                                1. H\u0131zl\u0131 prototip olu\u015fturma ve deneme<\/li>\n\n\n\n
                                2. Karma\u015f\u0131k veri \u00e7\u0131karma ihtiya\u00e7lar\u0131 olan web sitelerini kaz\u0131mak<\/li>\n\n\n\n
                                3. Ni\u015f ayr\u0131\u015ft\u0131rma veya veri i\u015fleme kitapl\u0131klar\u0131na b\u00fcy\u00fck \u00f6l\u00e7\u00fcde ba\u011f\u0131ml\u0131 olan projeler<\/li>\n<\/ol>\n\n\n\n

                                  5.Java<\/strong><\/h3>\n\n\n\n

                                  Java'n\u0131n kapsaml\u0131 ekosistemi, kararl\u0131l\u0131\u011f\u0131 ve sa\u011flaml\u0131\u011f\u0131 onu web kaz\u0131ma i\u00e7in uygun k\u0131lar. HTML'yi ayr\u0131\u015ft\u0131rmak ve taray\u0131c\u0131 etkile\u015fimlerini otomatikle\u015ftirmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sa\u011flayan JSoup ve HtmlUnit gibi \u00e7ok \u00e7e\u015fitli kitapl\u0131klara g\u00fcvenir, bu da onu karma\u015f\u0131k, b\u00fcy\u00fck \u00f6l\u00e7ekli kaz\u0131ma projeleri i\u00e7in ideal k\u0131lar.<\/p>\n\n\n\n

                                  Ana \u00d6zellikler:<\/strong><\/p>\n\n\n\n

                                    \n
                                  • \u0130\u015flevlerinin geni\u015fletilmesi kolayd\u0131r.<\/li>\n\n\n\n
                                  • Web taray\u0131c\u0131lar\u0131n\u0131 otomatikle\u015ftirmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar\u0131n varl\u0131\u011f\u0131.<\/li>\n\n\n\n
                                  • G\u00fc\u00e7l\u00fc yazma ve nesne y\u00f6nelimli programlama ilkeleri.<\/li>\n\n\n\n
                                  • B\u00fcy\u00fck \u00f6l\u00e7ekli web kaz\u0131ma g\u00f6revleri i\u00e7in ideal olan paralel programlama.<\/li>\n\n\n\n
                                  • Kaz\u0131ma i\u00e7in geli\u015fmi\u015f yeteneklere sahip k\u00fct\u00fcphaneler.\u00a0<\/li>\n\n\n\n
                                  • Geli\u015fmi\u015f \u00e7oklu i\u015f par\u00e7ac\u0131\u011f\u0131 ve e\u015fzamanl\u0131l\u0131k.<\/li>\n\n\n\n
                                  • Platformlar aras\u0131 uyumluluk ve geni\u015f bir geli\u015ftirici toplulu\u011fu.<\/li>\n<\/ul>\n\n\n\n

                                    En g\u00fc\u00e7l\u00fc nokta:<\/strong> Hatal\u0131 bi\u00e7imlendirilmi\u015f HTML'yi etkili bir \u015fekilde i\u015flemek i\u00e7in JSoup ve kapsaml\u0131 web sayfas\u0131 etkile\u015fimi ve testine olanak tan\u0131yan GUI'siz taray\u0131c\u0131 i\u015flevselli\u011fi sa\u011flayan HtmlUnit gibi sa\u011flam kitapl\u0131klar.<\/p>\n\n\n\n

                                    En b\u00fcy\u00fck zay\u0131fl\u0131k: <\/strong>Ayr\u0131nt\u0131l\u0131 s\u00f6zdizimi ve dik bir \u00f6\u011frenme e\u011frisi ile nispeten karma\u015f\u0131k bir dil. Daha \u00f6zl\u00fc dillerle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda komut dosyalar\u0131n\u0131 geli\u015ftirmek ve s\u00fcrd\u00fcrmek biraz zordur.<\/p>\n\n\n\n

                                    Mevcut k\u00fct\u00fcphaneler:<\/strong><\/p>\n\n\n\n

                                      \n
                                    • J\u00c7orba<\/li>\n\n\n\n
                                    • HtmlBirimi<\/li>\n\n\n\n
                                    • Selenyum Web S\u00fcr\u00fcc\u00fcs\u00fc<\/li>\n\n\n\n
                                    • Apache HttpClient<\/li>\n\n\n\n
                                    • Gezi<\/li>\n\n\n\n
                                    • Taray\u0131c\u01314j<\/li>\n\n\n\n
                                    • WebSihirli<\/li>\n\n\n\n
                                    • Heritrix<\/li>\n<\/ul>\n\n\n\n

                                      Web kaz\u0131ma i\u00e7in Java ne zaman kullan\u0131l\u0131r:<\/strong><\/p>\n\n\n\n

                                        \n
                                      1. HTML ve XML belgelerinden veri kaz\u0131ma.<\/li>\n\n\n\n
                                      2. Daha az kaynak gerektiren basit web kaz\u0131ma g\u00f6revleri.<\/li>\n\n\n\n
                                      3. Veya belki de tonlarca deneyime sahip bir Java geli\u015ftiricisisiniz.<\/li>\n<\/ol>\n\n\n\n

                                        Web kaz\u0131ma i\u00e7in Java'dan ne zaman ka\u00e7\u0131n\u0131lmal\u0131d\u0131r:<\/strong><\/p>\n\n\n\n

                                          \n
                                        1. H\u0131z\u0131n kritik oldu\u011fu projeler.<\/li>\n\n\n\n
                                        2. H\u0131zl\u0131 prototipleme ve deneme.<\/li>\n\n\n\n
                                        3. Performans a\u00e7\u0131s\u0131ndan kritik ger\u00e7ek zamanl\u0131 kaz\u0131ma.<\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":"

                                          Unsure which programming language to choose? Well, for a while, I was too! If you are like me, analysis paralysis can be a real pain… We have prepared a list with our top choices so you can stop wasting time and start taking action. Not only we\u2019ll reveal the best language to web scrape, but […]<\/p>\n","protected":false},"author":1,"featured_media":470973,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-470970","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"_links":{"self":[{"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/posts\/470970","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/comments?post=470970"}],"version-history":[{"count":4,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/posts\/470970\/revisions"}],"predecessor-version":[{"id":470977,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/posts\/470970\/revisions\/470977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/media\/470973"}],"wp:attachment":[{"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/media?parent=470970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/categories?post=470970"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proxycompass.com\/tr\/wp-json\/wp\/v2\/tags?post=470970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}