打印语句是理解程序中发生的事情的一种非常有用且简单的方法:
def invert_dict(d):
inverse = {}
for key in d:
new_key = d[key]
print('key:', key)
print('new_key:', new_key)
print('inverse before:', inverse)
value = inverse.setdefault(new_key, [])
print('inverse in the middle:', inverse)
print('value before:', value)
value.append(key)
print('value after:', value)
print('inverse after:', inverse)
return inverse
letters_in_word = {"mine": 4, "yours": 5, "ours": 4, "sunday": 6, "friend": 6, "fun": 3, "happy": 5, "beautiful": 8}
print(invert_dict(letters_in_word))
输出:
key: beautiful
new_key: 8
inverse before: {}
inverse in the middle: {8: []}
value before: []
value after: ['beautiful']
inverse after: {8: ['beautiful']}
key: yours
new_key: 5
inverse before: {8: ['beautiful']}
inverse in the middle: {8: ['beautiful'], 5: []}
value before: []
value after: ['yours']
inverse after: {8: ['beautiful'], 5: ['yours']}
key: ours
new_key: 4
inverse before: {8: ['beautiful'], 5: ['yours']}
inverse in the middle: {8: ['beautiful'], 4: [], 5: ['yours']}
value before: []
value after: ['ours']
inverse after: {8: ['beautiful'], 4: ['ours'], 5: ['yours']}
key: sunday
new_key: 6
inverse before: {8: ['beautiful'], 4: ['ours'], 5: ['yours']}
inverse in the middle: {8: ['beautiful'], 4: ['ours'], 5: ['yours'], 6: []}
value before: []
value after: ['sunday']
inverse after: {8: ['beautiful'], 4: ['ours'], 5: ['yours'], 6: ['sunday']}
key: happy
new_key: 5
inverse before: {8: ['beautiful'], 4: ['ours'], 5: ['yours'], 6: ['sunday']}
inverse in the middle: {8: ['beautiful'], 4: ['ours'], 5: ['yours'], 6: ['sunday']}
value before: ['yours']
value after: ['yours', 'happy']
inverse after: {8: ['beautiful'], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
key: fun
new_key: 3
inverse before: {8: ['beautiful'], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
inverse in the middle: {8: ['beautiful'], 3: [], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
value before: []
value after: ['fun']
inverse after: {8: ['beautiful'], 3: ['fun'], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
key: mine
new_key: 4
inverse before: {8: ['beautiful'], 3: ['fun'], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
inverse in the middle: {8: ['beautiful'], 3: ['fun'], 4: ['ours'], 5: ['yours', 'happy'], 6: ['sunday']}
value before: ['ours']
value after: ['ours', 'mine']
inverse after: {8: ['beautiful'], 3: ['fun'], 4: ['ours', 'mine'], 5: ['yours', 'happy'], 6: ['sunday']}
key: friend
new_key: 6
inverse before: {8: ['beautiful'], 3: ['fun'], 4: ['ours', 'mine'], 5: ['yours', 'happy'], 6: ['sunday']}
inverse in the middle: {8: ['beautiful'], 3: ['fun'], 4: ['ours', 'mine'], 5: ['yours', 'happy'], 6: ['sunday']}
value before: ['sunday']
value after: ['sunday', 'friend']
inverse after: {8: ['beautiful'], 3: ['fun'], 4: ['ours', 'mine'], 5: ['yours', 'happy'], 6: ['sunday', 'friend']}
{8: ['beautiful'], 3: ['fun'], 4: ['ours', 'mine'], 5: ['yours', 'happy'], 6: ['sunday', 'friend']}
一个很好的调试器也非常有用,例如 PyCharm 中的调试器。试试看。