{"id":7789,"date":"2020-02-14T22:44:47","date_gmt":"2020-02-14T22:44:47","guid":{"rendered":"https:\/\/holypython.com\/?page_id=7789"},"modified":"2024-04-04T08:13:13","modified_gmt":"2024-04-04T08:13:13","slug":"project-apis-with-python","status":"publish","type":"page","link":"https:\/\/holypython.com\/advanced-python-exercises\/project-apis-with-python\/","title":{"rendered":"Exercise 7: APIs with Python"},"content":{"rendered":"\t\t
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Python API Exercises<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Let’s check out some exercises that will help understand APIs with Python\u00a0<\/b>better.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Exercise 7-a<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Try to print the suggested queries below by using:<\/p>

  1. Requests library<\/li>
  2. params parameter<\/li>
  3. DataMuse API<\/a><\/li><\/ol>
    (Feel free to read their Documentation as you need)<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Note: This exercise requires you to have your own Python setup. We recommend Anaconda Distribution as an easy and simple all-in-one solution, it’s also open source and free.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    \n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tHint 1<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

    After importing requests library. You can use requests.get() to call data from the API.<\/p>

    If you remember the data that’s returned is requests type and if you try to print it “raw”, it will give you a code. (Some of the most common codes are 200: successful and 404: error)<\/p>

    To print the content in a readable way you need to try adding .text\u00a0<\/strong>to your data.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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    You can experiment with params<\/code> parameter. i.e.:\n\n
    import requests\n\npar_list = [\"words?sp=Kentucky\"]\nf = \"https:\/\/api.datamuse.com\/words?\"\ndata = requests.get(f, params=par_list)\n\nprint(data.text)<\/code><\/pre><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tSolution<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
    This exercise doesn’t have one designated solution and the goal is that you experiment with the concept until you achieve a feeling of confidence with.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    Exercise 7-b<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\tUsing a loop<\/code> structure and .insert<\/code> method of the lists, add only the words in one of the queries that you choose to perform from above.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tHint 1<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
    Once you got the data in a variable, let’s say: data1.<\/strong>\n\nYou can loop through every item in it via a for loop.<\/code><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t
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    \n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tHint 2<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
    Inside your loop you can use\u00a0 .insert()<\/code> method to add items to your list.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t
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    Remember to create an empty list before you start your loop<\/p>
    \u00a0<\/p>
    Inside your loop you can use\u00a0 .insert()<\/code> method to add items to your list.<\/p>
    import requests\n\npar_list = [\"words?sp=Kentucky\"]\nf = \"https:\/\/api.datamuse.com\/words?\"\ndata = requests.get(f, params=par_list)\n\nprint(data.text)<\/code><\/pre><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t
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    Although this exercise doesn’t have one designated solution, you can utilize a structure similar to demonstration below:\n
    lst = []\nfor i in data1.text:\n    lst.insert(i[0])\n\nprint(lst)<\/code><\/pre><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    Refresher topics: API<\/a>, Requests<\/a>, JSON<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    <\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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    Need More Exercises?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Check out Holy Python AI+ for amazing Python learning tools.

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    \n\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t
    \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t
    Umut Sagir<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
    Finance & Data Science Professional, 
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    \n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tGet Started<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"
    Python API Exercises Let’s check out some exercises that will help understand APIs with Python\u00a0better. Exercise 7-a Try to print the suggested queries below by using: Requests library params parameter DataMuse API (Feel free to read their Documentation as you need) Note: This exercise requires you to have your own Python setup. We recommend Anaconda […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1816,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-7789","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/pages\/7789","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/comments?post=7789"}],"version-history":[{"count":6,"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/pages\/7789\/revisions"}],"predecessor-version":[{"id":32501,"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/pages\/7789\/revisions\/32501"}],"up":[{"embeddable":true,"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/pages\/1816"}],"wp:attachment":[{"href":"https:\/\/holypython.com\/wp-json\/wp\/v2\/media?parent=7789"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}