Semana 5/Bibliotecas.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c808c8ea",
   "metadata": {},
   "source": [
    "# Introdução as Bibliotecas no Python\n",
    "**Nessa aula**\n",
    "\n",
    "- Bibliotecas em Python e sua importância\n",
    "- Importação de Bibliotecas\n",
    "- Bibliotecas Embutidas\n",
    "- Instalação de Bibliotecas Externas\n",
    "- Desinstalação de Bibliotecas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "671acfdd",
   "metadata": {},
   "source": [
    "### Bibliotecas em Python e sua importância\n",
    "As bibliotecas do Python são conjuntos de módulos e funções predefinidos que estendem a funcionalidade da linguagem Python. Essas bibliotecas são desenvolvidas e mantidas pela comunidade Python e podem ser importadas em seus programas para faciitar o desenvolvimento de um código. As bibliotecas fornecem implementações de rotinas comuns, algoritmos, estruturas de dados e funcionalidades específicas que podem ser reutilizadas em diferentes projetos."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7f963c9",
   "metadata": {},
   "source": [
    "### Importação de Bibliotecas\n",
    "Você pode usar o comando **import** para trazer um módulo ou biblioteca para o seu programa Python."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "97a89f1d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f77fa28",
   "metadata": {},
   "source": [
    "- fatorial(x)\n",
    "- sqrt(x)\n",
    "- pow(x, y)\n",
    "- exp(x)\n",
    "- log(x, base)\n",
    "- sin(x)\n",
    "- cos(x)\n",
    "- tan(x)\n",
    "- radians(x)\n",
    "\n",
    "..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9487f999",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3628800\n",
      "3628800\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "3628800"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cálculo de 10! (10 fatorial)\n",
    "\n",
    "# Método 1 - Usando a forma normal\n",
    "fatorial = 10*9*8*7*6*5*4*3*2*1\n",
    "print(fatorial)\n",
    "\n",
    "# Método 2 - Usando estrutura Loop For\n",
    "fatorial2 = 1\n",
    "for i in range(1, 10 + 1):\n",
    "    fatorial2 *= i\n",
    "print(fatorial2)\n",
    "\n",
    "# Método 3 - Usando um método de uma biblioteca\n",
    "math.factorial(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2ce9dbeb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Para importar apenas uma função/método específico de uma biblioteca\n",
    "from math import factorial"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06d2b68e",
   "metadata": {},
   "source": [
    "**'pip list'** é a forma de visualizar quais bibliotecas temos instaladas no Python"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2c0d4e38",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
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     "text": [
      "Package                       Version\n",
      "----------------------------- --------------------\n",
      "alabaster                     0.7.12\n",
      "anaconda-client               1.11.0\n",
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      "attrs                         21.4.0\n",
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      "Note: you may need to restart the kernel to use updated packages.\n"
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   "source": [
    "pip list"
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  },
  {
   "cell_type": "markdown",
   "id": "2cde52b9",
   "metadata": {},
   "source": [
    "**'dir()'**: Você pode usar esta função embutida para listar atributos (funções, classes, métodos, etc.) de um módulo ou objeto."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "17e37b56",
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    {
     "data": {
      "text/plain": [
       "['__doc__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'acos',\n",
       " 'acosh',\n",
       " 'asin',\n",
       " 'asinh',\n",
       " 'atan',\n",
       " 'atan2',\n",
       " 'atanh',\n",
       " 'ceil',\n",
       " 'comb',\n",
       " 'copysign',\n",
       " 'cos',\n",
       " 'cosh',\n",
       " 'degrees',\n",
       " 'dist',\n",
       " 'e',\n",
       " 'erf',\n",
       " 'erfc',\n",
       " 'exp',\n",
       " 'expm1',\n",
       " 'fabs',\n",
       " 'factorial',\n",
       " 'floor',\n",
       " 'fmod',\n",
       " 'frexp',\n",
       " 'fsum',\n",
       " 'gamma',\n",
       " 'gcd',\n",
       " 'hypot',\n",
       " 'inf',\n",
       " 'isclose',\n",
       " 'isfinite',\n",
       " 'isinf',\n",
       " 'isnan',\n",
       " 'isqrt',\n",
       " 'lcm',\n",
       " 'ldexp',\n",
       " 'lgamma',\n",
       " 'log',\n",
       " 'log10',\n",
       " 'log1p',\n",
       " 'log2',\n",
       " 'modf',\n",
       " 'nan',\n",
       " 'nextafter',\n",
       " 'perm',\n",
       " 'pi',\n",
       " 'pow',\n",
       " 'prod',\n",
       " 'radians',\n",
       " 'remainder',\n",
       " 'sin',\n",
       " 'sinh',\n",
       " 'sqrt',\n",
       " 'tan',\n",
       " 'tanh',\n",
       " 'tau',\n",
       " 'trunc',\n",
       " 'ulp']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(math)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7dc61a0c",
   "metadata": {},
   "source": [
    "**'help()'**: Esta função pode fornecer informações mais detalhadas sobre as funções e classes de um módulo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b2312f23",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on built-in module math:\n",
      "\n",
      "NAME\n",
      "    math\n",
      "\n",
      "DESCRIPTION\n",
      "    This module provides access to the mathematical functions\n",
      "    defined by the C standard.\n",
      "\n",
      "FUNCTIONS\n",
      "    acos(x, /)\n",
      "        Return the arc cosine (measured in radians) of x.\n",
      "        \n",
      "        The result is between 0 and pi.\n",
      "    \n",
      "    acosh(x, /)\n",
      "        Return the inverse hyperbolic cosine of x.\n",
      "    \n",
      "    asin(x, /)\n",
      "        Return the arc sine (measured in radians) of x.\n",
      "        \n",
      "        The result is between -pi/2 and pi/2.\n",
      "    \n",
      "    asinh(x, /)\n",
      "        Return the inverse hyperbolic sine of x.\n",
      "    \n",
      "    atan(x, /)\n",
      "        Return the arc tangent (measured in radians) of x.\n",
      "        \n",
      "        The result is between -pi/2 and pi/2.\n",
      "    \n",
      "    atan2(y, x, /)\n",
      "        Return the arc tangent (measured in radians) of y/x.\n",
      "        \n",
      "        Unlike atan(y/x), the signs of both x and y are considered.\n",
      "    \n",
      "    atanh(x, /)\n",
      "        Return the inverse hyperbolic tangent of x.\n",
      "    \n",
      "    ceil(x, /)\n",
      "        Return the ceiling of x as an Integral.\n",
      "        \n",
      "        This is the smallest integer >= x.\n",
      "    \n",
      "    comb(n, k, /)\n",
      "        Number of ways to choose k items from n items without repetition and without order.\n",
      "        \n",
      "        Evaluates to n! / (k! * (n - k)!) when k <= n and evaluates\n",
      "        to zero when k > n.\n",
      "        \n",
      "        Also called the binomial coefficient because it is equivalent\n",
      "        to the coefficient of k-th term in polynomial expansion of the\n",
      "        expression (1 + x)**n.\n",
      "        \n",
      "        Raises TypeError if either of the arguments are not integers.\n",
      "        Raises ValueError if either of the arguments are negative.\n",
      "    \n",
      "    copysign(x, y, /)\n",
      "        Return a float with the magnitude (absolute value) of x but the sign of y.\n",
      "        \n",
      "        On platforms that support signed zeros, copysign(1.0, -0.0)\n",
      "        returns -1.0.\n",
      "    \n",
      "    cos(x, /)\n",
      "        Return the cosine of x (measured in radians).\n",
      "    \n",
      "    cosh(x, /)\n",
      "        Return the hyperbolic cosine of x.\n",
      "    \n",
      "    degrees(x, /)\n",
      "        Convert angle x from radians to degrees.\n",
      "    \n",
      "    dist(p, q, /)\n",
      "        Return the Euclidean distance between two points p and q.\n",
      "        \n",
      "        The points should be specified as sequences (or iterables) of\n",
      "        coordinates.  Both inputs must have the same dimension.\n",
      "        \n",
      "        Roughly equivalent to:\n",
      "            sqrt(sum((px - qx) ** 2.0 for px, qx in zip(p, q)))\n",
      "    \n",
      "    erf(x, /)\n",
      "        Error function at x.\n",
      "    \n",
      "    erfc(x, /)\n",
      "        Complementary error function at x.\n",
      "    \n",
      "    exp(x, /)\n",
      "        Return e raised to the power of x.\n",
      "    \n",
      "    expm1(x, /)\n",
      "        Return exp(x)-1.\n",
      "        \n",
      "        This function avoids the loss of precision involved in the direct evaluation of exp(x)-1 for small x.\n",
      "    \n",
      "    fabs(x, /)\n",
      "        Return the absolute value of the float x.\n",
      "    \n",
      "    factorial(x, /)\n",
      "        Find x!.\n",
      "        \n",
      "        Raise a ValueError if x is negative or non-integral.\n",
      "    \n",
      "    floor(x, /)\n",
      "        Return the floor of x as an Integral.\n",
      "        \n",
      "        This is the largest integer <= x.\n",
      "    \n",
      "    fmod(x, y, /)\n",
      "        Return fmod(x, y), according to platform C.\n",
      "        \n",
      "        x % y may differ.\n",
      "    \n",
      "    frexp(x, /)\n",
      "        Return the mantissa and exponent of x, as pair (m, e).\n",
      "        \n",
      "        m is a float and e is an int, such that x = m * 2.**e.\n",
      "        If x is 0, m and e are both 0.  Else 0.5 <= abs(m) < 1.0.\n",
      "    \n",
      "    fsum(seq, /)\n",
      "        Return an accurate floating point sum of values in the iterable seq.\n",
      "        \n",
      "        Assumes IEEE-754 floating point arithmetic.\n",
      "    \n",
      "    gamma(x, /)\n",
      "        Gamma function at x.\n",
      "    \n",
      "    gcd(*integers)\n",
      "        Greatest Common Divisor.\n",
      "    \n",
      "    hypot(...)\n",
      "        hypot(*coordinates) -> value\n",
      "        \n",
      "        Multidimensional Euclidean distance from the origin to a point.\n",
      "        \n",
      "        Roughly equivalent to:\n",
      "            sqrt(sum(x**2 for x in coordinates))\n",
      "        \n",
      "        For a two dimensional point (x, y), gives the hypotenuse\n",
      "        using the Pythagorean theorem:  sqrt(x*x + y*y).\n",
      "        \n",
      "        For example, the hypotenuse of a 3/4/5 right triangle is:\n",
      "        \n",
      "            >>> hypot(3.0, 4.0)\n",
      "            5.0\n",
      "    \n",
      "    isclose(a, b, *, rel_tol=1e-09, abs_tol=0.0)\n",
      "        Determine whether two floating point numbers are close in value.\n",
      "        \n",
      "          rel_tol\n",
      "            maximum difference for being considered \"close\", relative to the\n",
      "            magnitude of the input values\n",
      "          abs_tol\n",
      "            maximum difference for being considered \"close\", regardless of the\n",
      "            magnitude of the input values\n",
      "        \n",
      "        Return True if a is close in value to b, and False otherwise.\n",
      "        \n",
      "        For the values to be considered close, the difference between them\n",
      "        must be smaller than at least one of the tolerances.\n",
      "        \n",
      "        -inf, inf and NaN behave similarly to the IEEE 754 Standard.  That\n",
      "        is, NaN is not close to anything, even itself.  inf and -inf are\n",
      "        only close to themselves.\n",
      "    \n",
      "    isfinite(x, /)\n",
      "        Return True if x is neither an infinity nor a NaN, and False otherwise.\n",
      "    \n",
      "    isinf(x, /)\n",
      "        Return True if x is a positive or negative infinity, and False otherwise.\n",
      "    \n",
      "    isnan(x, /)\n",
      "        Return True if x is a NaN (not a number), and False otherwise.\n",
      "    \n",
      "    isqrt(n, /)\n",
      "        Return the integer part of the square root of the input.\n",
      "    \n",
      "    lcm(*integers)\n",
      "        Least Common Multiple.\n",
      "    \n",
      "    ldexp(x, i, /)\n",
      "        Return x * (2**i).\n",
      "        \n",
      "        This is essentially the inverse of frexp().\n",
      "    \n",
      "    lgamma(x, /)\n",
      "        Natural logarithm of absolute value of Gamma function at x.\n",
      "    \n",
      "    log(...)\n",
      "        log(x, [base=math.e])\n",
      "        Return the logarithm of x to the given base.\n",
      "        \n",
      "        If the base not specified, returns the natural logarithm (base e) of x.\n",
      "    \n",
      "    log10(x, /)\n",
      "        Return the base 10 logarithm of x.\n",
      "    \n",
      "    log1p(x, /)\n",
      "        Return the natural logarithm of 1+x (base e).\n",
      "        \n",
      "        The result is computed in a way which is accurate for x near zero.\n",
      "    \n",
      "    log2(x, /)\n",
      "        Return the base 2 logarithm of x.\n",
      "    \n",
      "    modf(x, /)\n",
      "        Return the fractional and integer parts of x.\n",
      "        \n",
      "        Both results carry the sign of x and are floats.\n",
      "    \n",
      "    nextafter(x, y, /)\n",
      "        Return the next floating-point value after x towards y.\n",
      "    \n",
      "    perm(n, k=None, /)\n",
      "        Number of ways to choose k items from n items without repetition and with order.\n",
      "        \n",
      "        Evaluates to n! / (n - k)! when k <= n and evaluates\n",
      "        to zero when k > n.\n",
      "        \n",
      "        If k is not specified or is None, then k defaults to n\n",
      "        and the function returns n!.\n",
      "        \n",
      "        Raises TypeError if either of the arguments are not integers.\n",
      "        Raises ValueError if either of the arguments are negative.\n",
      "    \n",
      "    pow(x, y, /)\n",
      "        Return x**y (x to the power of y).\n",
      "    \n",
      "    prod(iterable, /, *, start=1)\n",
      "        Calculate the product of all the elements in the input iterable.\n",
      "        \n",
      "        The default start value for the product is 1.\n",
      "        \n",
      "        When the iterable is empty, return the start value.  This function is\n",
      "        intended specifically for use with numeric values and may reject\n",
      "        non-numeric types.\n",
      "    \n",
      "    radians(x, /)\n",
      "        Convert angle x from degrees to radians.\n",
      "    \n",
      "    remainder(x, y, /)\n",
      "        Difference between x and the closest integer multiple of y.\n",
      "        \n",
      "        Return x - n*y where n*y is the closest integer multiple of y.\n",
      "        In the case where x is exactly halfway between two multiples of\n",
      "        y, the nearest even value of n is used. The result is always exact.\n",
      "    \n",
      "    sin(x, /)\n",
      "        Return the sine of x (measured in radians).\n",
      "    \n",
      "    sinh(x, /)\n",
      "        Return the hyperbolic sine of x.\n",
      "    \n",
      "    sqrt(x, /)\n",
      "        Return the square root of x.\n",
      "    \n",
      "    tan(x, /)\n",
      "        Return the tangent of x (measured in radians).\n",
      "    \n",
      "    tanh(x, /)\n",
      "        Return the hyperbolic tangent of x.\n",
      "    \n",
      "    trunc(x, /)\n",
      "        Truncates the Real x to the nearest Integral toward 0.\n",
      "        \n",
      "        Uses the __trunc__ magic method.\n",
      "    \n",
      "    ulp(x, /)\n",
      "        Return the value of the least significant bit of the float x.\n",
      "\n",
      "DATA\n",
      "    e = 2.718281828459045\n",
      "    inf = inf\n",
      "    nan = nan\n",
      "    pi = 3.141592653589793\n",
      "    tau = 6.283185307179586\n",
      "\n",
      "FILE\n",
      "    (built-in)\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(math)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9494cc09",
   "metadata": {},
   "source": [
    "### Bibliotecas Embutidas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b0b7b33",
   "metadata": {},
   "source": [
    "Bibliotecas embutidas (ou bibliotecas built-in) referem-se a um conjunto de bibliotecas padrão que vêm incluídas na instalação padrão do Python. Essas bibliotecas são parte integrante da linguagem Python e estão sempre disponíveis para uso, sem a necessidade de instalar pacotes adicionais. Elas fornecem funcionalidades essenciais que podem ser utilizadas em ampla variedade de tarefas de programação."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b46fec1",
   "metadata": {},
   "source": [
    "**math**:\n",
    "\n",
    "Fornece funções matemáticas para operações avançadas, como cálculos trigonométricos, exponenciais e logaritmicos."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8efbaeb1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# sqrt(x): Calcula a raiz quadrada de um número x\n",
    "math.sqrt(16)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4d697a84",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8.0"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# pow(x, y): Calcula x elevado a potência y\n",
    "math.pow(2, 3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8a70ee76",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# floor(x): Arredonda um número x para baixo\n",
    "numero = 3.7\n",
    "math.floor(numero)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "78565452",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ceil(x): Arredonda um número x para cima\n",
    "numero = 8.3\n",
    "math.ceil(numero)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ed6fdd7",
   "metadata": {},
   "source": [
    "**random**:\n",
    "\n",
    "Usada para geração de números aleatórios e amostragem aleatória."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "f737c361",
   "metadata": {},
   "outputs": [],
   "source": [
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3cac24bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.3206183748176653"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# random(): Gera um número decimal aletório entre 0 e 1\n",
    "random.random()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2fdaba3e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# randint(a, b): Gera um número inteiro aleatório entre a e b, inclusive eles\n",
    "random.randint(1, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b8012602",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "30"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# choice(seq): Escolhe aleatoriamente um elemento de uma sequência seq.\n",
    "lista = [12, 13, 15, 21, 30]\n",
    "random.choice(lista)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "4d722700",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[21, 15, 13, 12, 30]\n"
     ]
    }
   ],
   "source": [
    "# shuffle(seq): Embaralha aleatoriamente uma sequência seq (lista, tupla, etc.)\n",
    "lista = [12, 13, 15, 21, 30]\n",
    "random.shuffle(lista)\n",
    "print(lista)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b4ccaab",
   "metadata": {},
   "source": [
    "**datetime**:\n",
    "\n",
    "Manipulação de data e hora, incluindo formatação e cálculos de intervalos de tempo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "91a324e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "b2a1b238",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2023, 10, 17, 0, 35, 36, 720264)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# datetime.now(): Retorna o objeto datetime com data e hora atuais\n",
    "datetime.datetime.now()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7d3969af",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-10-17 00:35:37.575354\n"
     ]
    }
   ],
   "source": [
    "data_atual = datetime.datetime.now()\n",
    "print(data_atual)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "b9f13c7e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-10-18\n"
     ]
    }
   ],
   "source": [
    "# date(year, month, day): Cria um objeto de data com ano, mês e dia especificados\n",
    "data_hoje = datetime.date(2023, 10, 18)\n",
    "print(data_hoje)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "71539075",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-10-17 00:25:00\n"
     ]
    }
   ],
   "source": [
    "# datetime.strptime(data_string, format): Converte uma string em um objeto datetime com base em um formato específico\n",
    "data_string = \"2023-10-17 00:25:00\"\n",
    "data_objeto = datetime.datetime.strptime(data_string, \"%Y-%m-%d %H:%M:%S\")\n",
    "print(data_objeto)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4d99f1a",
   "metadata": {},
   "source": [
    "### Instalação de Bibliotecas Externas\n",
    "Se vocÊ deseja instalar uma biblioteca externa, use o comando ```pip install nomedabiblioteca```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "807cfe7d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Package                       Version\n",
      "----------------------------- --------------------\n",
      "alabaster                     0.7.12\n",
      "anaconda-client               1.11.0\n",
      "anaconda-navigator            2.3.1\n",
      "anaconda-project              0.11.1\n",
      "anyio                         3.5.0\n",
      "appdirs                       1.4.4\n",
      "argon2-cffi                   21.3.0\n",
      "argon2-cffi-bindings          21.2.0\n",
      "arrow                         1.2.2\n",
      "astroid                       2.11.7\n",
      "astropy                       5.1\n",
      "asttokens                     2.2.1\n",
      "atomicwrites                  1.4.0\n",
      "attrs                         21.4.0\n",
      "Automat                       20.2.0\n",
      "autopep8                      1.6.0\n",
      "Babel                         2.9.1\n",
      "backcall                      0.2.0\n",
      "backports.functools-lru-cache 1.6.4\n",
      "backports.tempfile            1.0\n",
      "backports.weakref             1.0.post1\n",
      "bcrypt                        3.2.0\n",
      "beautifulsoup4                4.11.1\n",
      "binaryornot                   0.4.4\n",
      "bitarray                      2.5.1\n",
      "bkcharts                      0.2\n",
      "black                         22.6.0\n",
      "bleach                        4.1.0\n",
      "bokeh                         2.4.3\n",
      "boto3                         1.24.28\n",
      "botocore                      1.27.28\n",
      "Bottleneck                    1.3.5\n",
      "brotlipy                      0.7.0\n",
      "certifi                       2022.9.14\n",
      "cffi                          1.15.1\n",
      "chardet                       4.0.0\n",
      "charset-normalizer            2.0.4\n",
      "click                         8.0.4\n",
      "cloudpickle                   2.0.0\n",
      "clyent                        1.2.2\n",
      "colorama                      0.4.6\n",
      "colorcet                      3.0.0\n",
      "comm                          0.1.3\n",
      "comtypes                      1.1.10\n",
      "conda                         22.9.0\n",
      "conda-build                   3.22.0\n",
      "conda-content-trust           0.1.3\n",
      "conda-pack                    0.6.0\n",
      "conda-package-handling        1.9.0\n",
      "conda-repo-cli                1.0.20\n",
      "conda-token                   0.4.0\n",
      "conda-verify                  3.4.2\n",
      "constantly                    15.1.0\n",
      "cookiecutter                  1.7.3\n",
      "cryptography                  37.0.1\n",
      "cssselect                     1.1.0\n",
      "cycler                        0.11.0\n",
      "Cython                        0.29.32\n",
      "cytoolz                       0.11.0\n",
      "daal4py                       2021.6.0\n",
      "dask                          2022.7.0\n",
      "datashader                    0.14.1\n",
      "datashape                     0.5.4\n",
      "debugpy                       1.6.7\n",
      "decorator                     5.1.1\n",
      "defusedxml                    0.7.1\n",
      "diff-match-patch              20200713\n",
      "dill                          0.3.4\n",
      "distributed                   2022.7.0\n",
      "docutils                      0.18.1\n",
      "entrypoints                   0.4\n",
      "et-xmlfile                    1.1.0\n",
      "executing                     1.2.0\n",
      "fastjsonschema                2.16.2\n",
      "filelock                      3.6.0\n",
      "flake8                        4.0.1\n",
      "Flask                         1.1.2\n",
      "fonttools                     4.25.0\n",
      "fsspec                        2022.7.1\n",
      "future                        0.18.2\n",
      "gensim                        4.1.2\n",
      "glob2                         0.7\n",
      "greenlet                      1.1.1\n",
      "h5py                          3.7.0\n",
      "HeapDict                      1.0.1\n",
      "holoviews                     1.15.0\n",
      "hvplot                        0.8.0\n",
      "hyperlink                     21.0.0\n",
      "idna                          3.3\n",
      "imagecodecs                   2021.8.26\n",
      "imageio                       2.19.3\n",
      "imagesize                     1.4.1\n",
      "importlib-metadata            6.8.0\n",
      "incremental                   21.3.0\n",
      "inflection                    0.5.1\n",
      "iniconfig                     1.1.1\n",
      "intake                        0.6.5\n",
      "intervaltree                  3.1.0\n",
      "ipykernel                     6.24.0\n",
      "ipython                       8.14.0\n",
      "ipython-genutils              0.2.0\n",
      "ipywidgets                    7.6.5\n",
      "isort                         5.9.3\n",
      "itemadapter                   0.3.0\n",
      "itemloaders                   1.0.4\n",
      "itsdangerous                  2.0.1\n",
      "jdcal                         1.4.1\n",
      "jedi                          0.18.2\n",
      "jellyfish                     0.9.0\n",
      "Jinja2                        2.11.3\n",
      "jinja2-time                   0.2.0\n",
      "jmespath                      0.10.0\n",
      "joblib                        1.1.0\n",
      "json5                         0.9.6\n",
      "jsonschema                    4.16.0\n",
      "jupyter                       1.0.0\n",
      "jupyter_client                8.3.0\n",
      "jupyter-console               6.4.3\n",
      "jupyter_core                  5.3.1\n",
      "jupyter-server                1.18.1\n",
      "jupyterlab                    3.4.4\n",
      "jupyterlab-pygments           0.1.2\n",
      "jupyterlab-server             2.10.3\n",
      "jupyterlab-widgets            1.0.0\n",
      "keyring                       23.4.0\n",
      "kiwisolver                    1.4.2\n",
      "lazy-object-proxy             1.6.0\n",
      "libarchive-c                  2.9\n",
      "llvmlite                      0.38.0\n",
      "locket                        1.0.0\n",
      "lxml                          4.9.1\n",
      "lz4                           3.1.3\n",
      "Markdown                      3.3.4\n",
      "MarkupSafe                    2.0.1\n",
      "matplotlib                    3.5.2\n",
      "matplotlib-inline             0.1.6\n",
      "mccabe                        0.6.1\n",
      "menuinst                      1.4.19\n",
      "mistune                       0.8.4\n",
      "mkl-fft                       1.3.1\n",
      "mkl-random                    1.2.2\n",
      "mkl-service                   2.4.0\n",
      "mock                          4.0.3\n",
      "mpmath                        1.2.1\n",
      "msgpack                       1.0.3\n",
      "multipledispatch              0.6.0\n",
      "munkres                       1.1.4\n",
      "mypy-extensions               0.4.3\n",
      "navigator-updater             0.3.0\n",
      "nbclassic                     0.3.5\n",
      "nbclient                      0.5.13\n",
      "nbconvert                     6.4.4\n",
      "nbformat                      5.5.0\n",
      "nest-asyncio                  1.5.6\n",
      "networkx                      2.8.4\n",
      "nltk                          3.7\n",
      "nose                          1.3.7\n",
      "notebook                      6.4.12\n",
      "numba                         0.55.1\n",
      "numexpr                       2.8.3\n",
      "numpy                         1.21.5\n",
      "numpydoc                      1.4.0\n",
      "olefile                       0.46\n",
      "openpyxl                      3.0.10\n",
      "packaging                     23.1\n",
      "pandas                        1.4.4\n",
      "pandocfilters                 1.5.0\n",
      "panel                         0.13.1\n",
      "param                         1.12.0\n",
      "paramiko                      2.8.1\n",
      "parsel                        1.6.0\n",
      "parso                         0.8.3\n",
      "partd                         1.2.0\n",
      "pathlib                       1.0.1\n",
      "pathspec                      0.9.0\n",
      "patsy                         0.5.2\n",
      "pep8                          1.7.1\n",
      "pexpect                       4.8.0\n",
      "pickleshare                   0.7.5\n",
      "Pillow                        9.2.0\n",
      "pip                           22.2.2\n",
      "pkginfo                       1.8.2\n",
      "platformdirs                  3.9.1\n",
      "plotly                        5.9.0\n",
      "pluggy                        1.0.0\n",
      "poyo                          0.5.0\n",
      "prometheus-client             0.14.1\n",
      "prompt-toolkit                3.0.39\n",
      "Protego                       0.1.16\n",
      "psutil                        5.9.5\n",
      "ptyprocess                    0.7.0\n",
      "pure-eval                     0.2.2\n",
      "py                            1.11.0\n",
      "pyasn1                        0.4.8\n",
      "pyasn1-modules                0.2.8\n",
      "pycodestyle                   2.8.0\n",
      "pycosat                       0.6.3\n",
      "pycparser                     2.21\n",
      "pyct                          0.4.8\n",
      "pycurl                        7.45.1\n",
      "PyDispatcher                  2.0.5\n",
      "pydocstyle                    6.1.1\n",
      "pyerfa                        2.0.0\n",
      "pyflakes                      2.4.0\n",
      "Pygments                      2.15.1\n",
      "PyHamcrest                    2.0.2\n",
      "PyJWT                         2.4.0\n",
      "pylint                        2.14.5\n",
      "pyls-spyder                   0.4.0\n",
      "PyNaCl                        1.5.0\n",
      "pyodbc                        4.0.34\n",
      "pyOpenSSL                     22.0.0\n",
      "pyparsing                     3.0.9\n",
      "pyrsistent                    0.18.0\n",
      "PySocks                       1.7.1\n",
      "pytest                        7.1.2\n",
      "python-dateutil               2.8.2\n",
      "python-lsp-black              1.0.0\n",
      "python-lsp-jsonrpc            1.0.0\n",
      "python-lsp-server             1.3.3\n",
      "python-slugify                5.0.2\n",
      "python-snappy                 0.6.0\n",
      "pytz                          2022.1\n",
      "pyviz-comms                   2.0.2\n",
      "PyWavelets                    1.3.0\n",
      "pywin32                       306\n",
      "pywin32-ctypes                0.2.0\n",
      "pywinpty                      2.0.2\n",
      "PyYAML                        6.0\n",
      "pyzmq                         25.1.0\n",
      "QDarkStyle                    3.0.2\n",
      "qstylizer                     0.1.10\n",
      "QtAwesome                     1.0.3\n",
      "qtconsole                     5.2.2\n",
      "QtPy                          2.2.0\n",
      "queuelib                      1.5.0\n",
      "regex                         2022.7.9\n",
      "requests                      2.28.1\n",
      "requests-file                 1.5.1\n",
      "rope                          0.22.0\n",
      "Rtree                         0.9.7\n",
      "ruamel-yaml-conda             0.15.100\n",
      "s3transfer                    0.6.0\n",
      "scikit-image                  0.19.2\n",
      "scikit-learn                  1.0.2\n",
      "scikit-learn-intelex          2021.20221004.171935\n",
      "scipy                         1.9.1\n",
      "Scrapy                        2.6.2\n",
      "seaborn                       0.11.2\n",
      "Send2Trash                    1.8.0\n",
      "service-identity              18.1.0\n",
      "setuptools                    63.4.1\n",
      "sip                           4.19.13\n",
      "six                           1.16.0\n",
      "smart-open                    5.2.1\n",
      "sniffio                       1.2.0\n",
      "snowballstemmer               2.2.0\n",
      "sortedcollections             2.1.0\n",
      "sortedcontainers              2.4.0\n",
      "soupsieve                     2.3.1\n",
      "Sphinx                        5.0.2\n",
      "sphinxcontrib-applehelp       1.0.2\n",
      "sphinxcontrib-devhelp         1.0.2\n",
      "sphinxcontrib-htmlhelp        2.0.0\n",
      "sphinxcontrib-jsmath          1.0.1\n",
      "sphinxcontrib-qthelp          1.0.3\n",
      "sphinxcontrib-serializinghtml 1.1.5\n",
      "spyder                        5.2.2\n",
      "spyder-kernels                2.2.1\n",
      "SQLAlchemy                    1.4.39\n",
      "stack-data                    0.6.2\n",
      "statsmodels                   0.13.2\n",
      "sympy                         1.10.1\n",
      "tables                        3.6.1\n",
      "tabulate                      0.8.10\n",
      "TBB                           0.2\n",
      "tblib                         1.7.0\n",
      "tenacity                      8.0.1\n",
      "terminado                     0.13.1\n",
      "testpath                      0.6.0\n",
      "text-unidecode                1.3\n",
      "textdistance                  4.2.1\n",
      "threadpoolctl                 2.2.0\n",
      "three-merge                   0.1.1\n",
      "tifffile                      2021.7.2\n",
      "tinycss                       0.4\n",
      "tldextract                    3.2.0\n",
      "toml                          0.10.2\n",
      "tomli                         2.0.1\n",
      "tomlkit                       0.11.1\n",
      "toolz                         0.11.2\n",
      "tornado                       6.3.2\n",
      "tqdm                          4.64.1\n",
      "traitlets                     5.9.0\n",
      "Twisted                       22.2.0\n",
      "twisted-iocpsupport           1.0.2\n",
      "typing_extensions             4.7.1\n",
      "ujson                         5.4.0\n",
      "Unidecode                     1.2.0\n",
      "urllib3                       1.26.11\n",
      "w3lib                         1.21.0\n",
      "watchdog                      2.1.6\n",
      "wcwidth                       0.2.6\n",
      "webencodings                  0.5.1\n",
      "websocket-client              0.58.0\n",
      "Werkzeug                      2.0.3\n",
      "wheel                         0.37.1\n",
      "widgetsnbextension            3.5.2\n",
      "win-inet-pton                 1.1.0\n",
      "win-unicode-console           0.5\n",
      "wincertstore                  0.2\n",
      "wrapt                         1.14.1\n",
      "xarray                        0.20.1\n",
      "xlrd                          2.0.1\n",
      "XlsxWriter                    3.0.3\n",
      "xlwings                       0.27.15\n",
      "yapf                          0.31.0\n",
      "zict                          2.1.0\n",
      "zipp                          3.16.2\n",
      "zope.interface                5.4.0\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "686ef71c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Já possuo a biblioteca pandas\n",
    "# pip install pandas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "632efbce",
   "metadata": {},
   "source": [
    "### Desinstalação de Bibliotecas\n",
    "Se você deseja desinstalar uma biblioteca específica, use o comando ```pip uninstall nomedabiblioteca```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "20675a89",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Package                       Version\n",
      "----------------------------- --------------------\n",
      "alabaster                     0.7.12\n",
      "anaconda-client               1.11.0\n",
      "anaconda-navigator            2.3.1\n",
      "anaconda-project              0.11.1\n",
      "anyio                         3.5.0\n",
      "appdirs                       1.4.4\n",
      "argon2-cffi                   21.3.0\n",
      "argon2-cffi-bindings          21.2.0\n",
      "arrow                         1.2.2\n",
      "astroid                       2.11.7\n",
      "astropy                       5.1\n",
      "asttokens                     2.2.1\n",
      "atomicwrites                  1.4.0\n",
      "attrs                         21.4.0\n",
      "Automat                       20.2.0\n",
      "autopep8                      1.6.0\n",
      "Babel                         2.9.1\n",
      "backcall                      0.2.0\n",
      "backports.functools-lru-cache 1.6.4\n",
      "backports.tempfile            1.0\n",
      "backports.weakref             1.0.post1\n",
      "bcrypt                        3.2.0\n",
      "beautifulsoup4                4.11.1\n",
      "binaryornot                   0.4.4\n",
      "bitarray                      2.5.1\n",
      "bkcharts                      0.2\n",
      "black                         22.6.0\n",
      "bleach                        4.1.0\n",
      "bokeh                         2.4.3\n",
      "boto3                         1.24.28\n",
      "botocore                      1.27.28\n",
      "Bottleneck                    1.3.5\n",
      "brotlipy                      0.7.0\n",
      "certifi                       2022.9.14\n",
      "cffi                          1.15.1\n",
      "chardet                       4.0.0\n",
      "charset-normalizer            2.0.4\n",
      "click                         8.0.4\n",
      "cloudpickle                   2.0.0\n",
      "clyent                        1.2.2\n",
      "colorama                      0.4.6\n",
      "colorcet                      3.0.0\n",
      "comm                          0.1.3\n",
      "comtypes                      1.1.10\n",
      "conda                         22.9.0\n",
      "conda-build                   3.22.0\n",
      "conda-content-trust           0.1.3\n",
      "conda-pack                    0.6.0\n",
      "conda-package-handling        1.9.0\n",
      "conda-repo-cli                1.0.20\n",
      "conda-token                   0.4.0\n",
      "conda-verify                  3.4.2\n",
      "constantly                    15.1.0\n",
      "cookiecutter                  1.7.3\n",
      "cryptography                  37.0.1\n",
      "cssselect                     1.1.0\n",
      "cycler                        0.11.0\n",
      "Cython                        0.29.32\n",
      "cytoolz                       0.11.0\n",
      "daal4py                       2021.6.0\n",
      "dask                          2022.7.0\n",
      "datashader                    0.14.1\n",
      "datashape                     0.5.4\n",
      "debugpy                       1.6.7\n",
      "decorator                     5.1.1\n",
      "defusedxml                    0.7.1\n",
      "diff-match-patch              20200713\n",
      "dill                          0.3.4\n",
      "distributed                   2022.7.0\n",
      "docutils                      0.18.1\n",
      "entrypoints                   0.4\n",
      "et-xmlfile                    1.1.0\n",
      "executing                     1.2.0\n",
      "fastjsonschema                2.16.2Note: you may need to restart the kernel to use updated packages.\n",
      "\n",
      "filelock                      3.6.0\n",
      "flake8                        4.0.1\n",
      "Flask                         1.1.2\n",
      "fonttools                     4.25.0\n",
      "fsspec                        2022.7.1\n",
      "future                        0.18.2\n",
      "gensim                        4.1.2\n",
      "glob2                         0.7\n",
      "greenlet                      1.1.1\n",
      "h5py                          3.7.0\n",
      "HeapDict                      1.0.1\n",
      "holoviews                     1.15.0\n",
      "hvplot                        0.8.0\n",
      "hyperlink                     21.0.0\n",
      "idna                          3.3\n",
      "imagecodecs                   2021.8.26\n",
      "imageio                       2.19.3\n",
      "imagesize                     1.4.1\n",
      "importlib-metadata            6.8.0\n",
      "incremental                   21.3.0\n",
      "inflection                    0.5.1\n",
      "iniconfig                     1.1.1\n",
      "intake                        0.6.5\n",
      "intervaltree                  3.1.0\n",
      "ipykernel                     6.24.0\n",
      "ipython                       8.14.0\n",
      "ipython-genutils              0.2.0\n",
      "ipywidgets                    7.6.5\n",
      "isort                         5.9.3\n",
      "itemadapter                   0.3.0\n",
      "itemloaders                   1.0.4\n",
      "itsdangerous                  2.0.1\n",
      "jdcal                         1.4.1\n",
      "jedi                          0.18.2\n",
      "jellyfish                     0.9.0\n",
      "Jinja2                        2.11.3\n",
      "jinja2-time                   0.2.0\n",
      "jmespath                      0.10.0\n",
      "joblib                        1.1.0\n",
      "json5                         0.9.6\n",
      "jsonschema                    4.16.0\n",
      "jupyter                       1.0.0\n",
      "jupyter_client                8.3.0\n",
      "jupyter-console               6.4.3\n",
      "jupyter_core                  5.3.1\n",
      "jupyter-server                1.18.1\n",
      "jupyterlab                    3.4.4\n",
      "jupyterlab-pygments           0.1.2\n",
      "jupyterlab-server             2.10.3\n",
      "jupyterlab-widgets            1.0.0\n",
      "keyring                       23.4.0\n",
      "kiwisolver                    1.4.2\n",
      "lazy-object-proxy             1.6.0\n",
      "libarchive-c                  2.9\n",
      "llvmlite                      0.38.0\n",
      "locket                        1.0.0\n",
      "lxml                          4.9.1\n",
      "lz4                           3.1.3\n",
      "Markdown                      3.3.4\n",
      "MarkupSafe                    2.0.1\n",
      "matplotlib                    3.5.2\n",
      "matplotlib-inline             0.1.6\n",
      "mccabe                        0.6.1\n",
      "menuinst                      1.4.19\n",
      "mistune                       0.8.4\n",
      "mkl-fft                       1.3.1\n",
      "mkl-random                    1.2.2\n",
      "mkl-service                   2.4.0\n",
      "mock                          4.0.3\n",
      "mpmath                        1.2.1\n",
      "msgpack                       1.0.3\n",
      "multipledispatch              0.6.0\n",
      "munkres                       1.1.4\n",
      "mypy-extensions               0.4.3\n",
      "navigator-updater             0.3.0\n",
      "nbclassic                     0.3.5\n",
      "nbclient                      0.5.13\n",
      "nbconvert                     6.4.4\n",
      "nbformat                      5.5.0\n",
      "nest-asyncio                  1.5.6\n",
      "networkx                      2.8.4\n",
      "nltk                          3.7\n",
      "nose                          1.3.7\n",
      "notebook                      6.4.12\n",
      "numba                         0.55.1\n",
      "numexpr                       2.8.3\n",
      "numpy                         1.21.5\n",
      "numpydoc                      1.4.0\n",
      "olefile                       0.46\n",
      "openpyxl                      3.0.10\n",
      "packaging                     23.1\n",
      "pandas                        1.4.4\n",
      "pandocfilters                 1.5.0\n",
      "panel                         0.13.1\n",
      "param                         1.12.0\n",
      "paramiko                      2.8.1\n",
      "parsel                        1.6.0\n",
      "parso                         0.8.3\n",
      "partd                         1.2.0\n",
      "pathlib                       1.0.1\n",
      "pathspec                      0.9.0\n",
      "patsy                         0.5.2\n",
      "pep8                          1.7.1\n",
      "pexpect                       4.8.0\n",
      "pickleshare                   0.7.5\n",
      "Pillow                        9.2.0\n",
      "pip                           22.2.2\n",
      "pkginfo                       1.8.2\n",
      "platformdirs                  3.9.1\n",
      "plotly                        5.9.0\n",
      "pluggy                        1.0.0\n",
      "poyo                          0.5.0\n",
      "prometheus-client             0.14.1\n",
      "prompt-toolkit                3.0.39\n",
      "Protego                       0.1.16\n",
      "psutil                        5.9.5\n",
      "ptyprocess                    0.7.0\n",
      "pure-eval                     0.2.2\n",
      "py                            1.11.0\n",
      "pyasn1                        0.4.8\n",
      "pyasn1-modules                0.2.8\n",
      "pycodestyle                   2.8.0\n",
      "pycosat                       0.6.3\n",
      "pycparser                     2.21\n",
      "pyct                          0.4.8\n",
      "pycurl                        7.45.1\n",
      "PyDispatcher                  2.0.5\n",
      "pydocstyle                    6.1.1\n",
      "pyerfa                        2.0.0\n",
      "pyflakes                      2.4.0\n",
      "Pygments                      2.15.1\n",
      "PyHamcrest                    2.0.2\n",
      "PyJWT                         2.4.0\n",
      "pylint                        2.14.5\n",
      "pyls-spyder                   0.4.0\n",
      "PyNaCl                        1.5.0\n",
      "pyodbc                        4.0.34\n",
      "pyOpenSSL                     22.0.0\n",
      "pyparsing                     3.0.9\n",
      "pyrsistent                    0.18.0\n",
      "PySocks                       1.7.1\n",
      "pytest                        7.1.2\n",
      "python-dateutil               2.8.2\n",
      "python-lsp-black              1.0.0\n",
      "python-lsp-jsonrpc            1.0.0\n",
      "python-lsp-server             1.3.3\n",
      "python-slugify                5.0.2\n",
      "python-snappy                 0.6.0\n",
      "pytz                          2022.1\n",
      "pyviz-comms                   2.0.2\n",
      "PyWavelets                    1.3.0\n",
      "pywin32                       306\n",
      "pywin32-ctypes                0.2.0\n",
      "pywinpty                      2.0.2\n",
      "PyYAML                        6.0\n",
      "pyzmq                         25.1.0\n",
      "QDarkStyle                    3.0.2\n",
      "qstylizer                     0.1.10\n",
      "QtAwesome                     1.0.3\n",
      "qtconsole                     5.2.2\n",
      "QtPy                          2.2.0\n",
      "queuelib                      1.5.0\n",
      "regex                         2022.7.9\n",
      "requests                      2.28.1\n",
      "requests-file                 1.5.1\n",
      "rope                          0.22.0\n",
      "Rtree                         0.9.7\n",
      "ruamel-yaml-conda             0.15.100\n",
      "s3transfer                    0.6.0\n",
      "scikit-image                  0.19.2\n",
      "scikit-learn                  1.0.2\n",
      "scikit-learn-intelex          2021.20221004.171935\n",
      "scipy                         1.9.1\n",
      "Scrapy                        2.6.2\n",
      "seaborn                       0.11.2\n",
      "Send2Trash                    1.8.0\n",
      "service-identity              18.1.0\n",
      "setuptools                    63.4.1\n",
      "sip                           4.19.13\n",
      "six                           1.16.0\n",
      "smart-open                    5.2.1\n",
      "sniffio                       1.2.0\n",
      "snowballstemmer               2.2.0\n",
      "sortedcollections             2.1.0\n",
      "sortedcontainers              2.4.0\n",
      "soupsieve                     2.3.1\n",
      "Sphinx                        5.0.2\n",
      "sphinxcontrib-applehelp       1.0.2\n",
      "sphinxcontrib-devhelp         1.0.2\n",
      "sphinxcontrib-htmlhelp        2.0.0\n",
      "sphinxcontrib-jsmath          1.0.1\n",
      "sphinxcontrib-qthelp          1.0.3\n",
      "sphinxcontrib-serializinghtml 1.1.5\n",
      "spyder                        5.2.2\n",
      "spyder-kernels                2.2.1\n",
      "SQLAlchemy                    1.4.39\n",
      "stack-data                    0.6.2\n",
      "statsmodels                   0.13.2\n",
      "sympy                         1.10.1\n",
      "tables                        3.6.1\n",
      "tabulate                      0.8.10\n",
      "TBB                           0.2\n",
      "tblib                         1.7.0\n",
      "tenacity                      8.0.1\n",
      "terminado                     0.13.1\n",
      "testpath                      0.6.0\n",
      "text-unidecode                1.3\n",
      "textdistance                  4.2.1\n",
      "threadpoolctl                 2.2.0\n",
      "three-merge                   0.1.1\n",
      "tifffile                      2021.7.2\n",
      "tinycss                       0.4\n",
      "tldextract                    3.2.0\n",
      "toml                          0.10.2\n",
      "tomli                         2.0.1\n",
      "tomlkit                       0.11.1\n",
      "toolz                         0.11.2\n",
      "tornado                       6.3.2\n",
      "tqdm                          4.64.1\n",
      "traitlets                     5.9.0\n",
      "Twisted                       22.2.0\n",
      "twisted-iocpsupport           1.0.2\n",
      "typing_extensions             4.7.1\n",
      "ujson                         5.4.0\n",
      "Unidecode                     1.2.0\n",
      "urllib3                       1.26.11\n",
      "w3lib                         1.21.0\n",
      "watchdog                      2.1.6\n",
      "wcwidth                       0.2.6\n",
      "webencodings                  0.5.1\n",
      "websocket-client              0.58.0\n",
      "Werkzeug                      2.0.3\n",
      "wheel                         0.37.1\n",
      "widgetsnbextension            3.5.2\n",
      "win-inet-pton                 1.1.0\n",
      "win-unicode-console           0.5\n",
      "wincertstore                  0.2\n",
      "wrapt                         1.14.1\n",
      "xarray                        0.20.1\n",
      "xlrd                          2.0.1\n",
      "XlsxWriter                    3.0.3\n",
      "xlwings                       0.27.15\n",
      "yapf                          0.31.0\n",
      "zict                          2.1.0\n",
      "zipp                          3.16.2\n",
      "zope.interface                5.4.0\n"
     ]
    }
   ],
   "source": [
    "pip list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b8594e20",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Para desisntalar um biblioteca\n",
    "# pip uninstall numpy"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
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 },
 "nbformat": 4,
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