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"source": [
"# Bahasa Pemrograman Python\n",
"Python adalah bahasa pemrograman tingkat tinggi yang dibuat oleh Guido van Rossum dan pertama kali dirilis pada tahun 1991. Filosofi desain Python menekankan **keterbacaan kode**. Konstruksi bahasa dan pendekatannya berorientasi objek, bertujuan untuk membantu pemrogram menulis kode yang jelas dan logis untuk proyek skala kecil dan besar.\n",
"\n",
"![python](https://www.python.org/static/community_logos/python-logo-master-v3-TM-flattened.png)"
]
},
{
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"source": [
"## A. Instalasi Python\n",
"Python dapat diinstalasi melalui beberapa cara yaitu sebagai berikut:\n",
"1. Official Python Release\n",
"2. Python Anaconda\n",
"3. Active Python"
]
},
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"source": [
"### 1. Official Python Release\n",
"Python dapat diinstalasi langsung melalui situs resminya yaitu https://www.python.org. Installer Python dapat diunduh melalui link berikut ini https://www.python.org/downloads/. Jika Anda pernah menggunakan Python sebelumnya, Anda sebaiknya memilih opsi yang pertama ini. "
]
},
{
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"source": [
"### 2. Python Anaconda\n",
"Anaconda adalah paket distribusi Python dari Continuum Analytics yang berisi paket Python ditambah beberapa paket tambahan untuk keperluan pemrograman data science, matematika hingga teknik dalam satu distribusi platform yang user friendly. Berikut ini adalah tautan installer Python Anaconda https://www.anaconda.com/products/distribution. Python Anaconda menyediakan paket modul yang sangat lengkap, sehingga sangat cocok digunakan, terutama bagi pemula."
]
},
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"source": [
"### 3. ActivePython\n",
"ActiveState adalah perusahaan open source yang menggabungkan Python dengan beberapa paket tambahan dan membuatnya tersedia untuk berbagai platform. ActivePython mirip dengan Python Anaconda namun dalam kemasan lebih terbatas. Berikut ini adalah tautan installer ActivePython https://www.activestate.com/products/python/."
]
},
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"
},
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"
}
},
"cell_type": "markdown",
"id": "327d4ed1",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### B. Paket Python Desktop Version\n",
"#### Python Command Line Interpreter\n",
"Python interpreter adalah program komputer yang menjalankan kode Python. Ketika Anda menulis kode Python dalam file atau di lingkungan interaktif, seperti terminal atau jendela Python IDLE, interpreter Python membaca dan mengeksekusi kode tersebut secara baris per baris. Ini memungkinkan Anda untuk melihat hasil dari kode Anda segera setelah Anda menulisnya.\n",
"
\n",
"![image.png](attachment:image.png)\n",
"\n",
"
\n",
"#### Python Idle\n",
"Python IDLE (Integrated Development and Learning Environment) adalah lingkungan pengembangan terpadu yang disertakan dengan instalasi standar dari Python. IDLE menyediakan antarmuka yang nyaman untuk menulis, menjalankan, dan menguji kode Python. Ini adalah salah satu cara paling sederhana untuk mulai belajar dan mengembangkan program Python.\n",
"
\n",
"![image-2.png](attachment:image-2.png)"
]
},
{
"cell_type": "markdown",
"id": "fda4dc18",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## C. Python Text Editor\n",
"Untuk mempermudah proses coding atau menulis kode-kode Python, kita sebaiknya menggunakan aplikasi Text Editor. Python memang memiliki text editor bawaan, namun mungkin terdapat beberapa keterbatasan, terutama ketika digunakan oleh pengguna pemula. Terdapat banyak aplikasi text editor seperti Atom, Sublime, VSCode, dan lain-lain. Kita akan fokus pada aplikasi VSCode. Aplikasi VSCode dapat diunduh pada link berikut ini:\n",
"https://code.visualstudio.com/download.\n",
"![VSCode](https://code.visualstudio.com/opengraphimg/opengraph-home.png)"
]
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"source": [
"## D. Fungsi Dasar Aplikasi Python"
]
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"### 1. Impor Modul\n",
"Untuk memanggil fungsi-fungsi Python, kita dapat mengimpor fungsi tersebut dari suatu modul."
]
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"import os # impor modul OS\n",
"import sys # impor modul system"
]
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"### 2. Membuat Komentar\n",
"Untuk semakin mempermudah pembacaan kode Python, kita dapat menambahkan komentar pada kode yang kita buat, dan komentar ini tidak akan dieksekusi oleh Python Interpreter. Untuk membuat komentar tersebut, kita dapat menyisipkan tanda pagar (#) pada awal komentar."
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"variabelA = \"Variabel A\" # ini adalah komentar\n",
"variabelB = \"Variabel B\" # ini adalah komentar"
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"### 3. Instalasi Modul Python\n",
"Python memiliki banyak modul, yang dikembangkan oleh banyak developer di seluruh dunia. Untuk memasang modul tersebut kita dapat menggunakan Python Package Manager atau pip. Berikut ini adalah perintah untuk memasang modul Python.\n",
"- pip install \"nama_modul\"\n",
"- Misalnya, pip install requests\n",
"\n",
"![PythonPIP](https://python.land/wp-content/uploads/2020/12/Python-pip.png)"
]
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