{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Esecuzione passo-passo di un programma con funzioni"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Consideriamo il seguente programma."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"10 28\n"
]
}
],
"source": [
"def area_rettangolo(base, altezza):\n",
" area = base * altezza\n",
" return area\n",
"\n",
"b = 5\n",
"a = 2\n",
"a1 = area_rettangolo(b, a)\n",
"a2 = area_rettangolo(7, 4)\n",
"print(a1,a2)"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"Questa è la sua esecuzione passo-passo.\n",
"\n",
"![image.png](attachment:image.png)\n",
"\n",
"Notare che, per la prima volta, usiamo le colonne multiple per le righe del programma: ci spostiamo verso destra ogni volta che viene invocata una funzione, e torniamo a sinistra quando l'esecuzione della funzione termina."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Parametri e visibilità delle variabili"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I parametri di una funzione (più propriamente detti *parametri formali*) sono variabili come tutte le altre. Oltre a leggerle le possiamo anche modificare."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3\n",
"4\n",
"5\n"
]
}
],
"source": [
"def stampa_serie(x):\n",
" print(x)\n",
" x += 1\n",
" print(x)\n",
" x += 1\n",
" print(x)\n",
"\n",
"stampa_serie(3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Notare però che queste variabili esistono solo dentro il codice della funzione, sono invisibili al di fuori. Sebbene la funzione `stampa_serie` usi la variabile `x`, se provo a visualizzarne il valore da fuori la funzione ottengo un errore. In gergo informatico, diciamo che `x` è una *variabile locale*, mentre le variabili che esistono al di fuori di ogni funzione si chiamano *variabili globali*."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'x' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m/home/amato/Nextcloud/Didattica/programmazione-python/notebooks/programmazione/notebook_231109.ipynb Cell 9\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m \u001b[39mprint\u001b[39m(x)\n",
"\u001b[0;31mNameError\u001b[0m: name 'x' is not defined"
]
}
],
"source": [
"print(x)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Questa regola non vale solo per i parametri. Qualunque variabile definisco dentro una funzione, esiste solo al suo interno."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"5\n"
]
},
{
"ename": "NameError",
"evalue": "name 'y' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m/home/amato/Nextcloud/Didattica/programmazione-python/notebooks/programmazione/notebook_231109.ipynb Cell 11\u001b[0m line \u001b[0;36m6\n\u001b[1;32m 3\u001b[0m \u001b[39mreturn\u001b[39;00m y\n\u001b[1;32m 5\u001b[0m \u001b[39mprint\u001b[39m(incremento(\u001b[39m4\u001b[39m))\n\u001b[0;32m----> 6\u001b[0m \u001b[39mprint\u001b[39m(y) \u001b[39m# restituisce errore perchè y esiste solo nella funzione incremento\u001b[39;00m\n",
"\u001b[0;31mNameError\u001b[0m: name 'y' is not defined"
]
}
],
"source": [
"def incremento(x):\n",
" y = x+1\n",
" return y\n",
"\n",
"print(incremento(4))\n",
"print(y) # restituisce errore perchè y esiste solo nella funzione incremento"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In generale, la parte di un programma dove una variabile è visibile si chiama *ambito di visibilità della variabile* o, in inglese, *variable scope*. L'ambito di visibilità di una variabile locale è la funzione in cui essa è definita. Per le variabilo globali l'ambito di visibilità è il programma principale (ma non solo, vedremo degli esempi in un'altra lezione)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Le eventuali modifiche effettuate ai parametri, non si ripercuotono sugli argomenti (chiamati anche *parametri attuali* o *parametri effettivi*) della chiamata di funzione."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"4\n"
]
}
],
"source": [
"def incremento2(x):\n",
" x = x+1\n",
" return x\n",
"z = 3\n",
"print(incremento2(z))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Qui la variabile `z` è stata passata al parametro `x` di `incremento2`. Il parametro `x` è stato successivamente incrementato, e infatti il risultato di `incremento2(z)` è `4`. Ma `z` è rimasta comunque uguale a 3."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3\n"
]
}
],
"source": [
"print(z)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Per chiarire questo punto, consideriamo il seguente programma."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def incremento2(x):\n",
" x = x + 1\n",
" return x\n",
"\n",
"z = 3\n",
"print(incremento2(z))\n",
"print(z)\n",
"x = 4\n",
"print(incremento2(x))\n",
"print(x)"
]
},
{
"attachments": {
"image.png": {
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"e la sua esecuzione passo-passo:\n",
"\n",
"![image.png](attachment:image.png)\n",
"\n",
"Notare che la variabile globale `x` e il paramtro `x` di `incremento2`, sebbene abbiano lo stesso nome, sono due variabili completamente diverse. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Un programma più complesso"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Consideriamo adesso la soluzione all'esercizio 7 della lezione di laboratorio del 6 novembre, un programma che preso un intero n, stampa l'elenco di tutti i numeri primi da 2 fino ad n. Ne scriviamo una nuova versione che divide il suo compito in varie funzioni.\n",
"\n",
"Nella scrittura di questo programma, abbiamo seguito una procedura nota come *raffinamento successivo* (o, *stepwise refinement* in inglese). Siampo partiti dal problema principale, ovvero visualizzare la lista dei numeri primi da 2 fino ad n, per il quale abbiamo scritto la funzione *lista_primi*. Nello scrivere *lista_primi* ci siamo accorti che serve un modo per determinare se un numero è primo o no. Non abbiamo messo il codice direttamente dentro la funzione *lista_primi*, ma abbiamo creato una funzione apposita *primo* per determinare se un certo numero è primo o no: la funzione *lista_primi* utilizza la funzione *primo* al suo interno.\n",
"\n",
"Quando siamo passati a scrivere la funzione *primo*, ci siamo resi conto che ci serviva un modo per determinare se un numero era divisibile per un altro. Anche per questo abbiamo deciso di scrivere una funzione apposita, la funzione *divisibile* da utilizzare all'interno della funzione *primo*.\n",
"\n",
"In questo modo, abbiamo piano piano scomposto il problema di partenza in problemi sempre più piccoli, che sappiamo risolvere. Un altro esempio di questo modo di procedere la trovate nella Sezione 5.7 nel libro di testo."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2\n",
"3\n",
"5\n",
"7\n"
]
}
],
"source": [
"# Scrivere un programma che accetta in input un numero positivo n e stampa la lista\n",
"# di tutti i numeri primi da 2 fino ad n.\n",
"# Esempio: se l'input è 6, l'output sarà 2, 3, 5\n",
"\n",
"def divisibile(a, b):\n",
" # Dati due numeri a e b, restituisce True se a è divisibile per b, False altrimenti.\n",
" risultato = a % b == 0\n",
" return risultato\n",
"\n",
"def primo(n):\n",
" # Dato il numero intero n >= 2, restituisce True se n è un numero primo, False altrimenti.\n",
" primo = True\n",
" for i in range(2, n):\n",
" if divisibile(n, i):\n",
" primo = False\n",
" return primo\n",
"\n",
"def lista_primi(n):\n",
" for candidato_primo in range(2, n+1):\n",
" if primo(candidato_primo):\n",
" print(candidato_primo)\n",
"\n",
"n = int(input(\"Immetti numero: \"))\n",
"lista_primi(n)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Ecco alcuni esempi di utilizzo delle singole funzioni che compongono il programma:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"divisibile(6, 3)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"False"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"divisibile(6, 5)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"primo(5)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"False"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"primo(14)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2\n",
"3\n",
"5\n",
"7\n"
]
}
],
"source": [
"lista_primi(10)"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"Notiamo che le funzioni si richiamano tra di loro. La funzione `primo` chiama `divisibile` al suo interno, e `lista_primi` chiama `primo`. Quella che segue è una esecuzione passo-passo del programma.\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Documentazione di funzioni e *docstring*"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Ogni funzione ha una documentazione, alla quale si può accedere con il comando `help`, e che è utilizzata anche dall'ambiente di sviluppo."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on built-in function round in module builtins:\n",
"\n",
"round(number, ndigits=None)\n",
" Round a number to a given precision in decimal digits.\n",
" \n",
" The return value is an integer if ndigits is omitted or None. Otherwise\n",
" the return value has the same type as the number. ndigits may be negative.\n",
"\n"
]
}
],
"source": [
"help(round)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Anche le funzioni che scriviamo noi possono essere dotate di documentazione: è sufficiente scrivere del testo tra l'intestazione della funzione e il corpo, tra delle triple virgolette, come fatto qua sotto Questo tipo di documentazione è chiamata *docstring*."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"def divisibile(a, b):\n",
" \"\"\"\n",
" Dati due numeri a e b, restituisce True se a è divisibile per b, False altrimenti.\n",
" \"\"\"\n",
" risultato = a % b == 0\n",
" return risultato\n",
"\n",
"def primo(n):\n",
" \"\"\"\n",
" Dato il numero intero n >= 2, restituisce True se n è un numero primo, False altrimenti.\n",
" \"\"\"\n",
" primo = True\n",
" for i in range(2, n):\n",
" if divisibile(n, i):\n",
" primo = False\n",
" break\n",
" return primo\n",
"\n",
"def lista_primi(n):\n",
" # Stampa tutti i primi da 2 fino ad n.\n",
" for candidato_primo in range(2, n+1):\n",
" if primo(candidato_primo):\n",
" print(candidato_primo)\n"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function primo in module __main__:\n",
"\n",
"primo(n)\n",
" Dato il numero intero n >= 2, restituisce True se n è un numero primo, False altrimenti.\n",
"\n"
]
}
],
"source": [
"help(primo)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function divisibile in module __main__:\n",
"\n",
"divisibile(a, b)\n",
" Dati due numeri a e b, restituisce True se a è divisibile per b, False altrimenti.\n",
"\n"
]
}
],
"source": [
"help(divisibile)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Notare che la funzione `lista_primi`, che non ha una docstring ma un commento standard, non presenta documentazione."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function lista_primi in module __main__:\n",
"\n",
"lista_primi(n)\n",
"\n"
]
}
],
"source": [
"help(lista_primi)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Funzioni senza parametri"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Per chiamare una funzione, è sempre necessario mettere le parentesi tonde dopo il nome, anche se la funzione non ha parametri. Ad esempio:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"# Definisce una funzione che stampa \"Sono inutile\" e che non ha\n",
"# parametri. Notare che è necessario mettere le parentesi tonde dopo\n",
"# il nome.\n",
"\n",
"def inutile():\n",
" print(\"Sono inutile\")"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Sono inutile\n"
]
}
],
"source": [
"# Per chiamare la funzione di prima, è necessario mettere le parentesi tonde\n",
"# dopo il nome.\n",
"\n",
"inutile()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Se dimentichiamo le parentesi tonde, otteniamo uno strano risultato:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"inutile"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Variabili di tipo funzione"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I nomi delle funzioni sono in realtà variabili come le altre, solo che invece di contenere un numero, una stringa, un booleano o altro, contengono una funzione. Pertanto, scriver soltanto il nome della funzione senza le tonde causa semplicemente la visualizzazione del contenuto della variabile. In realtà, non viene stampata propria tutta la funzione, ma solo l'intestazione (un po' rimaeggiata)."
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"primo"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"abs"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"print"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Siccome `abs`, `print`, `primo` sono variabili come tante, è possibile cambiare il loro valore. Ma facendo casì, la funzione originaria non è più utilizzabile. Ad esempio:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"5"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# calcola il valore assoluto di -5\n",
"abs(-5)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"# adesso nella variabile abs metto il valore 4\n",
"abs = 4"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"ename": "TypeError",
"evalue": "'int' object is not callable",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m/home/amato/Nextcloud/Didattica/programmazione-python/notebooks/programmazione/notebook_231109.ipynb Cell 52\u001b[0m line \u001b[0;36m4\n\u001b[1;32m 1\u001b[0m \u001b[39m# se provo a richiamare la funzione abs ottengo un errore: abs non contiene\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[39m# più una funzione, ma il numero 4, e non ha senso \"invocare un numero\".\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m \u001b[39mabs\u001b[39;49m(\u001b[39m-\u001b[39;49m\u001b[39m5\u001b[39;49m)\n",
"\u001b[0;31mTypeError\u001b[0m: 'int' object is not callable"
]
}
],
"source": [
"# se provo a richiamare la funzione abs ottengo un errore: abs non contiene\n",
"# più una funzione, ma il numero 4, e non ha senso \"invocare un numero\".\n",
"\n",
"abs(-5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Poiché le funzioni sono valoi come gli altri, è possibile copiarli. Per esempio:"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"# metto nella variabile aaa il valore della variabile min (che contiene una funzione)\n",
"aaa = min"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# si vede che aaa contiene effetivamente la funzione min\n",
"aaa"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# e quindi la posso chiamare e genera lo stesso effetto di min\n",
"aaa(3,4,5)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# anche se ad un certo punto modifico min, aaa continua a calcolare il minimo\n",
"min = 45\n",
"aaa(4,3,5)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"ename": "TypeError",
"evalue": "'int' object is not callable",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m/home/amato/Nextcloud/Didattica/programmazione-python/notebooks/programmazione/notebook_231109.ipynb Cell 58\u001b[0m line \u001b[0;36m2\n\u001b[1;32m 1\u001b[0m \u001b[39m# ma min non funziona più, perché ora min contiene il numero 45\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[39mmin\u001b[39;49m(\u001b[39m4\u001b[39;49m,\u001b[39m3\u001b[39;49m,\u001b[39m5\u001b[39;49m)\n",
"\u001b[0;31mTypeError\u001b[0m: 'int' object is not callable"
]
}
],
"source": [
"# ma min non funziona più, perché ora min contiene il numero 45\n",
"min(4,3,5)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}