8. Kesalahan errors dan Pengecualian exceptions¶

Sampai sekarang pesan kesalahan belum lebih dari yang disebutkan, tetapi jika Anda telah mencoba contohnya, Anda mungkin telah melihat beberapa. Ada (setidaknya) dua jenis kesalahan yang dapat dibedakan: syntax errors dan exceptions.

8.1. Kesalahan Sintaksis¶

Kesalahan sintaksis, juga dikenal sebagai kesalahan penguraian parsing, mungkin merupakan jenis keluhan paling umum yang Anda dapatkan saat Anda masih belajar Python:

>>> while True print('Hello world')
  File "<stdin>", line 1
    while True print('Hello world')
               ^^^^^
SyntaxError: invalid syntax

The parser repeats the offending line and displays little 'arrow's pointing at the token in the line where the error was detected. The error may be caused by the absence of a token before the indicated token. In the example, the error is detected at the function print(), since a colon (':') is missing before it. File name and line number are printed so you know where to look in case the input came from a script.

8.2. Pengecualian¶

Bahkan jika suatu pernyataan atau ungkapan secara sintaksis benar, itu dapat menyebabkan kesalahan ketika suatu usaha dilakukan untuk mengeksekusinya. Kesalahan yang terdeteksi selama eksekusi disebut exceptions dan tidak fatal tanpa syarat: Anda akan segera belajar cara menanganinya dalam program Python. Namun, sebagian besar pengecualian tidak ditangani oleh program, dan menghasilkan pesan kesalahan seperti yang ditunjukkan di sini:

>>> 10 * (1/0)
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
    10 * (1/0)
          ~^~
ZeroDivisionError: division by zero
>>> 4 + spam*3
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
    4 + spam*3
        ^^^^
NameError: name 'spam' is not defined
>>> '2' + 2
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
    '2' + 2
    ~~~~^~~
TypeError: can only concatenate str (not "int") to str

Baris terakhir dari pesan kesalahan menunjukkan apa yang terjadi. Pengecualian ada berbagai jenis yang berbeda, dan tipe dicetak sebagai bagian dari pesan: tipe dalam contoh adalah ZeroDivisionError, NameError dan TypeError. String yang dicetak sebagai jenis pengecualian adalah nama pengecualian bawaan yang terjadi. Ini berlaku untuk semua pengecualian bawaan, tetapi tidak harus sama untuk pengecualian yang dibuat pengguna (meskipun ini adalah konvensi yang bermanfaat). Nama pengecualian standar adalah pengidentifikasi bawaan (bukan kata kunci yang dipesan reserved keyword).

Sisa baris menyediakan detail berdasarkan jenis pengecualian dan apa yang menyebabkannya.

The preceding part of the error message shows the context where the exception occurred, in the form of a stack traceback. In general it contains a stack traceback listing source lines; however, it will not display lines read from standard input.

Built-in Exceptions memberikan daftar pengecualian bawaan dan artinya.

8.3. Menangani Pengecualian¶

Dimungkinkan untuk menulis program yang menangani pengecualian yang dipilih. Lihatlah contoh berikut, yang meminta masukan dari pengguna sampai integer yang valid telah dimasukkan, tetapi memungkinkan pengguna untuk menghentikan program (menggunakan Control-C atau apa pun yang didukung sistem operasi); perhatikan bahwa gangguan yang dibuat pengguna ditandai dengan munculnya pengecualian KeyboardInterrupt.

>>> while True:
...     try:
...         x = int(input("Please enter a number: "))
...         break
...     except ValueError:
...         print("Oops!  That was no valid number.  Try again...")
...

Pernyataan try berfungsi sebagai berikut.

Pertama, try clause (pernyataan(-pernyataan) di antara kata kunci try dan except) dieksekusi.
Jika tidak ada pengecualian terjadi, except clause dilewati dan eksekusi pernyataan :keyword: try selesai.
If an exception occurs during execution of the try clause, the rest of the clause is skipped. Then, if its type matches the exception named after the except keyword, the except clause is executed, and then execution continues after the try/except block.
If an exception occurs which does not match the exception named in the except clause, it is passed on to outer try statements; if no handler is found, it is an unhandled exception and execution stops with an error message.

A try statement may have more than one except clause, to specify handlers for different exceptions. At most one handler will be executed. Handlers only handle exceptions that occur in the corresponding try clause, not in other handlers of the same try statement. An except clause may name multiple exceptions as a parenthesized tuple, for example:

... except (RuntimeError, TypeError, NameError):
...     pass

A class in an except clause matches exceptions which are instances of the class itself or one of its derived classes (but not the other way around --- an except clause listing a derived class does not match instances of its base classes). For example, the following code will print B, C, D in that order:

class B(Exception):
    pass

class C(B):
    pass

class D(C):
    pass

for cls in [B, C, D]:
    try:
        raise cls()
    except D:
        print("D")
    except C:
        print("C")
    except B:
        print("B")

Note that if the except clauses were reversed (with except B first), it would have printed B, B, B --- the first matching except clause is triggered.

When an exception occurs, it may have associated values, also known as the exception's arguments. The presence and types of the arguments depend on the exception type.

The except clause may specify a variable after the exception name. The variable is bound to the exception instance which typically has an args attribute that stores the arguments. For convenience, builtin exception types define __str__() to print all the arguments without explicitly accessing .args.

>>> try:
...     raise Exception('spam', 'eggs')
... except Exception as inst:
...     print(type(inst))    # the exception type
...     print(inst.args)     # arguments stored in .args
...     print(inst)          # __str__ allows args to be printed directly,
...                          # but may be overridden in exception subclasses
...     x, y = inst.args     # unpack args
...     print('x =', x)
...     print('y =', y)
...
<class 'Exception'>
('spam', 'eggs')
('spam', 'eggs')
x = spam
y = eggs

The exception's __str__() output is printed as the last part ('detail') of the message for unhandled exceptions.

BaseException is the common base class of all exceptions. One of its subclasses, Exception, is the base class of all the non-fatal exceptions. Exceptions which are not subclasses of Exception are not typically handled, because they are used to indicate that the program should terminate. They include SystemExit which is raised by sys.exit() and KeyboardInterrupt which is raised when a user wishes to interrupt the program.

Exception can be used as a wildcard that catches (almost) everything. However, it is good practice to be as specific as possible with the types of exceptions that we intend to handle, and to allow any unexpected exceptions to propagate on.

The most common pattern for handling Exception is to print or log the exception and then re-raise it (allowing a caller to handle the exception as well):

import sys

try:
    f = open('myfile.txt')
    s = f.readline()
    i = int(s.strip())
except OSError as err:
    print("OS error:", err)
except ValueError:
    print("Could not convert data to an integer.")
except Exception as err:
    print(f"Unexpected {err=}, {type(err)=}")
    raise

The try ... except statement has an optional else clause, which, when present, must follow all except clauses. It is useful for code that must be executed if the try clause does not raise an exception. For example:

for arg in sys.argv[1:]:
    try:
        f = open(arg, 'r')
    except OSError:
        print('cannot open', arg)
    else:
        print(arg, 'has', len(f.readlines()), 'lines')
        f.close()

Penggunaan klausa else lebih baik daripada menambahkan kode tambahan ke klausa try karena menghindari secara tidak sengaja menangkap pengecualian yang tidak dimunculkan oleh kode yang dilindungi oleh pernyataan try ... :keyword: !except.

Exception handlers do not handle only exceptions that occur immediately in the try clause, but also those that occur inside functions that are called (even indirectly) in the try clause. For example:

>>> def this_fails():
...     x = 1/0
...
>>> try:
...     this_fails()
... except ZeroDivisionError as err:
...     print('Handling run-time error:', err)
...
Handling run-time error: division by zero

8.4. Memunculkan Pengecualian¶

Pernyataan raise memungkinkan programmer untuk memaksa pengecualian yang ditentukan terjadi. Sebagai contoh:

>>> raise NameError('HiThere')
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
    raise NameError('HiThere')
NameError: HiThere

The sole argument to raise indicates the exception to be raised. This must be either an exception instance or an exception class (a class that derives from BaseException, such as Exception or one of its subclasses). If an exception class is passed, it will be implicitly instantiated by calling its constructor with no arguments:

raise ValueError  # shorthand for 'raise ValueError()'

Jika Anda perlu menentukan apakah pengecualian muncul tetapi tidak bermaksud menanganinya, bentuk yang lebih sederhana dari pernyataan raise memungkinkan Anda untuk memunculkan kembali pengecualian:

>>> try:
...     raise NameError('HiThere')
... except NameError:
...     print('An exception flew by!')
...     raise
...
An exception flew by!
Traceback (most recent call last):
  File "<stdin>", line 2, in <module>
    raise NameError('HiThere')
NameError: HiThere

8.5. Exception Chaining¶

If an unhandled exception occurs inside an except section, it will have the exception being handled attached to it and included in the error message:

>>> try:
...     open("database.sqlite")
... except OSError:
...     raise RuntimeError("unable to handle error")
...
Traceback (most recent call last):
  File "<stdin>", line 2, in <module>
    open("database.sqlite")
    ~~~~^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: 'database.sqlite'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 4, in <module>
    raise RuntimeError("unable to handle error")
RuntimeError: unable to handle error

To indicate that an exception is a direct consequence of another, the raise statement allows an optional from clause:

# exc must be exception instance or None.
raise RuntimeError from exc

This can be useful when you are transforming exceptions. For example:

>>> def func():
...     raise ConnectionError
...
>>> try:
...     func()
... except ConnectionError as exc:
...     raise RuntimeError('Failed to open database') from exc
...
Traceback (most recent call last):
  File "<stdin>", line 2, in <module>
    func()
    ~~~~^^
  File "<stdin>", line 2, in func
ConnectionError

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "<stdin>", line 4, in <module>
    raise RuntimeError('Failed to open database') from exc
RuntimeError: Failed to open database

It also allows disabling automatic exception chaining using the from None idiom:

>>> try:
...     open('database.sqlite')
... except OSError:
...     raise RuntimeError from None
...
Traceback (most recent call last):
  File "<stdin>", line 4, in <module>
    raise RuntimeError from None
RuntimeError

For more information about chaining mechanics, see Built-in Exceptions.

8.6. Pengecualian yang Ditentukan Pengguna¶

Program dapat memberi nama pengecualian mereka sendiri dengan membuat kelas pengecualian baru (lihat tut-class untuk informasi lebih lanjut tentang kelas Python). Pengecualian biasanya berasal dari kelas Exception, baik secara langsung atau tidak langsung.

Exception classes can be defined which do anything any other class can do, but are usually kept simple, often only offering a number of attributes that allow information about the error to be extracted by handlers for the exception.

Sebagian besar pengecualian didefinisikan dengan nama yang diakhiri dengan "Error", mirip dengan penamaan pengecualian standar.

Many standard modules define their own exceptions to report errors that may occur in functions they define.

8.7. Mendefinisikan Tindakan Pembersihan¶

Pernyataan try memiliki klausa opsional lain yang dimaksudkan untuk menentukan tindakan pembersihan yang harus dijalankan dalam semua keadaan. Sebagai contoh:

>>> try:
...     raise KeyboardInterrupt
... finally:
...     print('Goodbye, world!')
...
Goodbye, world!
Traceback (most recent call last):
  File "<stdin>", line 2, in <module>
    raise KeyboardInterrupt
KeyboardInterrupt

Jika ada klausa finally, klausa untuk finally akan dijalankan sebagai tugas terakhir sebelum pernyataan untuk try selesai. Klausa untuk finally dapat berjalan bai atau tidak apabila pernyataan try menghasilkan suatu pengecualian. Poin-poin berikut membahas kasus yang lebih kompleks saat pengecualian terjadi:

Jika pengecualian terjadi selama eksekusi klausa untuk :keyword: !try, maka pengecualian tersebut dapat ditangani oleh klausa except. Jika pengecualian tidak ditangani oleh klausa :keyword: !except, maka pengecualian dimunculkan kembali setelah klausa finally dieksekusi.
Pengecualian dapat terjadi selama pelaksanaan klausa except atau else. Sekali lagi, pengecualian akan muncul kembali setelah klausa finally telah dieksekusi.
If the finally clause executes a break, continue or return statement, exceptions are not re-raised.
Jika pernyataan klausa untuk try mencapai klausa break, continue atau :keyword:` return` maka, pernyataan untuk klausa finally akan dieksekusi sebelum break, continue atau return dieksekusi.
Jika klausa untuk :keyword:!finally` telah menyertakan pernyataan return, nilai yang dikembalikan akan menjadi salah satu dari pernyataan untuk finally dan dari klausa return, bukan nilai dari try pernayataan untuk return.

Sebagai contoh:

>>> def bool_return():
...     try:
...         return True
...     finally:
...         return False
...
>>> bool_return()
False

Contoh yang lebih rumit:

>>> def divide(x, y):
...     try:
...         result = x / y
...     except ZeroDivisionError:
...         print("division by zero!")
...     else:
...         print("result is", result)
...     finally:
...         print("executing finally clause")
...
>>> divide(2, 1)
result is 2.0
executing finally clause
>>> divide(2, 0)
division by zero!
executing finally clause
>>> divide("2", "1")
executing finally clause
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
    divide("2", "1")
    ~~~~~~^^^^^^^^^^
  File "<stdin>", line 3, in divide
    result = x / y
             ~~^~~
TypeError: unsupported operand type(s) for /: 'str' and 'str'

Seperti yang Anda lihat, klausa finally dieksekusi dalam peristiwa apa pun. TypeError yang ditimbulkan dengan membagi dua string tidak ditangani oleh klausa except dan karenanya kembali muncul setelah klausa finally telah dieksekusi.

Dalam aplikasi dunia nyata, klausa finally berguna untuk melepaskan sumber daya eksternal (seperti berkas atau koneksi jaringan), terlepas dari apakah penggunaan sumber daya tersebut berhasil.

8.8. Tindakan Pembersihan yang Sudah Ditentukan¶

Beberapa objek mendefinisikan tindakan pembersihan standar yang harus dilakukan ketika objek tidak lagi diperlukan, terlepas dari apakah operasi menggunakan objek berhasil atau gagal. Lihatlah contoh berikut, yang mencoba membuka berkas dan mencetak isinya ke layar.

for line in open("myfile.txt"):
    print(line, end="")

Masalah dengan kode ini adalah bahwa ia membiarkan berkas terbuka untuk jumlah waktu yang tidak ditentukan setelah bagian kode ini selesai dieksekusi. Ini bukan masalah dalam skrip sederhana, tetapi bisa menjadi masalah untuk aplikasi yang lebih besar. Pernyataan with memungkinkan objek seperti berkas digunakan dengan cara yang memastikan mereka selalu dibersihkan secepatnya dan dengan benar.

with open("myfile.txt") as f:
    for line in f:
        print(line, end="")

Setelah pernyataan dieksekusi, file f selalu ditutup, bahkan jika ada masalah saat pemrosesan baris-baris. Objek yang, seperti berkas-berkas, memberikan tindakan pembersihan yang telah ditentukan, akan menunjukkan ini dalam dokumentasinya.

8.9. Raising and Handling Multiple Unrelated Exceptions¶

There are situations where it is necessary to report several exceptions that have occurred. This is often the case in concurrency frameworks, when several tasks may have failed in parallel, but there are also other use cases where it is desirable to continue execution and collect multiple errors rather than raise the first exception.

The builtin ExceptionGroup wraps a list of exception instances so that they can be raised together. It is an exception itself, so it can be caught like any other exception.

>>> def f():
...     excs = [OSError('error 1'), SystemError('error 2')]
...     raise ExceptionGroup('there were problems', excs)
...
>>> f()
  + Exception Group Traceback (most recent call last):
  |   File "<stdin>", line 1, in <module>
  |     f()
  |     ~^^
  |   File "<stdin>", line 3, in f
  |     raise ExceptionGroup('there were problems', excs)
  | ExceptionGroup: there were problems (2 sub-exceptions)
  +-+---------------- 1 ----------------
    | OSError: error 1
    +---------------- 2 ----------------
    | SystemError: error 2
    +------------------------------------
>>> try:
...     f()
... except Exception as e:
...     print(f'caught {type(e)}: e')
...
caught <class 'ExceptionGroup'>: e
>>>

By using except* instead of except, we can selectively handle only the exceptions in the group that match a certain type. In the following example, which shows a nested exception group, each except* clause extracts from the group exceptions of a certain type while letting all other exceptions propagate to other clauses and eventually to be reraised.

>>> def f():
...     raise ExceptionGroup(
...         "group1",
...         [
...             OSError(1),
...             SystemError(2),
...             ExceptionGroup(
...                 "group2",
...                 [
...                     OSError(3),
...                     RecursionError(4)
...                 ]
...             )
...         ]
...     )
...
>>> try:
...     f()
... except* OSError as e:
...     print("There were OSErrors")
... except* SystemError as e:
...     print("There were SystemErrors")
...
There were OSErrors
There were SystemErrors
  + Exception Group Traceback (most recent call last):
  |   File "<stdin>", line 2, in <module>
  |     f()
  |     ~^^
  |   File "<stdin>", line 2, in f
  |     raise ExceptionGroup(
  |     ...<12 lines>...
  |     )
  | ExceptionGroup: group1 (1 sub-exception)
  +-+---------------- 1 ----------------
    | ExceptionGroup: group2 (1 sub-exception)
    +-+---------------- 1 ----------------
      | RecursionError: 4
      +------------------------------------
>>>

Note that the exceptions nested in an exception group must be instances, not types. This is because in practice the exceptions would typically be ones that have already been raised and caught by the program, along the following pattern:

>>> excs = []
... for test in tests:
...     try:
...         test.run()
...     except Exception as e:
...         excs.append(e)
...
>>> if excs:
...    raise ExceptionGroup("Test Failures", excs)
...

8.10. Enriching Exceptions with Notes¶

When an exception is created in order to be raised, it is usually initialized with information that describes the error that has occurred. There are cases where it is useful to add information after the exception was caught. For this purpose, exceptions have a method add_note(note) that accepts a string and adds it to the exception's notes list. The standard traceback rendering includes all notes, in the order they were added, after the exception.

>>> try:
...     raise TypeError('bad type')
... except Exception as e:
...     e.add_note('Add some information')
...     e.add_note('Add some more information')
...     raise
...
Traceback (most recent call last):
  File "<stdin>", line 2, in <module>
    raise TypeError('bad type')
TypeError: bad type
Add some information
Add some more information
>>>

For example, when collecting exceptions into an exception group, we may want to add context information for the individual errors. In the following each exception in the group has a note indicating when this error has occurred.

>>> def f():
...     raise OSError('operation failed')
...
>>> excs = []
>>> for i in range(3):
...     try:
...         f()
...     except Exception as e:
...         e.add_note(f'Happened in Iteration {i+1}')
...         excs.append(e)
...
>>> raise ExceptionGroup('We have some problems', excs)
  + Exception Group Traceback (most recent call last):
  |   File "<stdin>", line 1, in <module>
  |     raise ExceptionGroup('We have some problems', excs)
  | ExceptionGroup: We have some problems (3 sub-exceptions)
  +-+---------------- 1 ----------------
    | Traceback (most recent call last):
    |   File "<stdin>", line 3, in <module>
    |     f()
    |     ~^^
    |   File "<stdin>", line 2, in f
    |     raise OSError('operation failed')
    | OSError: operation failed
    | Happened in Iteration 1
    +---------------- 2 ----------------
    | Traceback (most recent call last):
    |   File "<stdin>", line 3, in <module>
    |     f()
    |     ~^^
    |   File "<stdin>", line 2, in f
    |     raise OSError('operation failed')
    | OSError: operation failed
    | Happened in Iteration 2
    +---------------- 3 ----------------
    | Traceback (most recent call last):
    |   File "<stdin>", line 3, in <module>
    |     f()
    |     ~^^
    |   File "<stdin>", line 2, in f
    |     raise OSError('operation failed')
    | OSError: operation failed
    | Happened in Iteration 3
    +------------------------------------
>>>