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想學寫程式或自動化工作,Python 能幫你做什麼

Python (64-bit) 軟體圖示 Python (64-bit) 3.6.4 (64-bit) 資料更新 2017-12-19 閱讀約 6 分鐘

你手上有一堆重複的檔案要整理,或是一份好幾萬列的資料表,Excel 開起來就卡住,你想找個方法把這些事情交給電腦自己跑。又或者,你一直想學寫程式,但打開教學文章看到一堆看不懂的專有名詞,不確定自己到底該從哪裡開始,也不確定學了之後到底能拿來做什麼。

你大概聽過「寫程式可以解決很多問題」,但真的打開編輯器,卻不知道第一行要打什麼。上網找答案,有人說要先學 C、有人說要學 JavaScript,還有人說直接學 Python 最快。你需要的不是更多選擇,而是一個能讓你實際動手、做完一件小事的工具,然後從那裡慢慢長出能力。

01Python 到底能拿來做什麼?

官方說明指出,Python 是動態物件導向程式語言,可用於多種軟體開發,包括網頁開發、資料分析、科學計算、人工智慧、機器學習和自動化。標準函式庫支援 HTML、XML、JSON、Email 處理、FTP、IMAP 等網路協定,還有 pip 套件管理器可安裝第三方模組。具體能做什麼,取決於你安裝了哪些函式庫。

02它學起來會不會很難?

官方資料說它的語法簡潔直觀,縮排結構強制程式碼可讀性,初學者能在幾天內學會基本概念。動態型別讓變數不需要宣告型別,加快開發速度。但這不代表完全沒有學習曲線,物件導向、例外處理、套件管理這些概念還是需要時間熟悉。如果你完全沒寫過程式,建議先從官方教學文件開始。

03它能寫網頁或手機App嗎?

網頁可以。官方資料提到 Django 和 Flask 兩個網頁框架,能簡化網頁開發並建立可擴充的應用程式。手機 App 方面,官方資料沒有提到相關框架或工具,需要自行確認是否有對應的解決方案。如果你主要目標是手機 App,可能需要考慮其他語言或工具。

04它能處理大量資料或做數據分析嗎?

可以。官方資料列出 NumPy 做科學計算、Pandas 做資料操作、Matplotlib 做資料視覺化,這些是資料分析常用的函式庫。TensorFlow 和 PyTorch 則用於機器學習。這些函式庫能大幅加速開發,不用從零開始寫演算法。但要注意,這些都是第三方套件,需要另外安裝。

05它能自動化重複性的工作嗎?

可以。官方資料提到 Python 可用於自動化,且標準函式庫支援多種網路協定,例如用 FTP 或 IMAP 處理檔案傳輸和郵件。配合第三方套件如 Requests(HTTP 客戶端)、BeautifulSoup(HTML 解析),可以寫腳本自動抓取網頁資料或處理檔案。具體能自動化什麼,取決於你安裝的套件。

06完全沒寫過程式的人適合學嗎?

官方資料說 Python 常被用作高中和大學的入門程式語言,因為語法簡單、容易學習。它強調程式碼可讀性,縮排結構能減少語法錯誤。但「適合初學者」不代表不用花時間,還是需要投入時間練習。如果你完全沒接觸過程式,可以先從官方教學文件開始。

07我已經會寫C或Java,還需要學它嗎?

官方資料說 Python 可以與 C、C++、Java 整合,也能嵌入其他應用程式當作腳本介面。如果你已經有程式基礎,Python 的語法會更容易上手,而且可以用來快速開發原型。但如果你現有的語言已經能解決問題,就不一定要換。Python 的優勢在於開發速度和生態系,不是取代其他語言。

08我的電腦是Windows 7,可以用嗎?

要注意。官方資料明確說 Python 3.9 以上的版本不能在 Windows 7 或更早的系統上執行。如果你還在用 Windows 7,只能安裝 3.8 或更早的版本,但那些版本可能不再獲得更新。建議先確認你的系統版本,再決定要安裝哪個版本。Windows 8、10、11 則沒有這個限制。

09我不喜歡打指令,只想要圖形介面,適合嗎?

官方資料說 Python 本身是命令列語言,沒有專屬的圖形使用者介面。但可以搭配 PyCharm、Visual Studio Code、Atom、Jupyter Notebook 等 IDE 或編輯器,這些工具提供程式碼自動完成、語法標示、除錯功能。如果你完全不想碰指令列,還是需要透過這些工具來操作。

10我想寫一個執行速度很快的程式,適合嗎?

官方資料沒有提到 Python 的執行效能。它是直譯式語言,通常比編譯式語言慢,但資料沒有提供具體數據。如果你的程式需要極高效能,可能需要考慮其他語言,或把效能關鍵的部分用 C/C++ 撰寫再整合。這部分需要你自己測試評估。

11我想開發手機App,適合嗎?

官方資料沒有提到手機 App 開發的相關框架或工具。Python 主要用於網頁、資料分析、科學計算、自動化等領域。如果你要開發手機 App,可能需要找其他語言或工具,或確認是否有第三方套件能達成。資料沒有這方面的資訊,建議先確認你的需求再決定。

12它需要付費嗎?

官方資料說 Python 64-bit 採用 OSI 認可的開源授權,可以免費使用,包括商業產品。不需要付費購買授權。但如果你要使用某些第三方套件,那些套件可能有自己的授權條款,需要個別確認。官方網站提供各作業系統的安裝檔,下載和安裝都是免費的。

下載與官方連結

前往官方網站 下載 Python (64-bit)

python-3.6.4.amd64.exe · 30.2 MB · 連結指向軟體原廠

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這一版改了什麼

What's new in this version:

Core and Builtins
- co_flags.CO_NOFREE is now always set correctly by the code object constructor based on freevars and cellvars, rather than needing to be set correctly by the caller. This ensures it will be cleared automatically when additional cell references are injected into a modified code object and function.
- Fixed several issues in printing tracebacks (PyTraceBack_Print()):
- a) Setting sys.tracebacklimit to 0 or less now suppresses printing tracebacks
- b) Setting sys.tracebacklimit to None now causes using the default limit
- c) Setting sys.tracebacklimit to an integer larger than LONG_MAX now means using the limit LONG_MAX rather than the default limit
- d) Fixed integer overflows in the case of more than 2**31 traceback items on Windows
- e) Fixed output errors handling
- Fix the interactive interpreter looping endlessly when no memory
- Bytearray methods partition() and rpartition() now accept only bytes-like objects as separator, as documented. In particular they now raise TypeError rather of returning a bogus result when an integer is passed as a separator.
- Fix a segmentation fault caused by a combination of the async soft keyword and continuation lines.
- BytesWarning no longer emitted when the fromlist argument of __import__() or the __all__ attribute of the module contain bytes instances.
- Fixed OverflowError in the ‘unicode-escape’ codec and in codecs.escape_decode() when decode an escaped non-ascii byte.
- Print the full context/cause chain of exceptions on interpreter exit, even if an exception in the chain is unhashable or compares equal to later ones.
- Fix timeout rounding in the select module to round correctly negative timeouts between -1.0 and 0.0. The functions now block waiting for events as expected. Previously, the call was incorrectly non-blocking.
- Restored blocking “from package import module” by setting sys.modules[“package.module”] to None.
- Fixed a bug in debug memory allocator. There was a write to freed memory after shrinking a memory block.
- Fixed a ValueError when convert a string with large number of underscores to integer with binary base.
- Fixed an assertion failure in Python parser in case of a bad unicodedata.normalize().
- Raise a TypeError with a helpful error message when class creation fails due to a metaclass with a bad __prepare__() method.
- Fix an assertion failure in _warnings.warn() in case of a bad __name__ global.
- Fix an assertion failure in json, in case _json.make_encoder() received a bad encoder() argument.
- Fix assertion failures in case of failing to import from a module with a bad __name__ attribute, and in case of failing to access an attribute of such a module.
- Fix an assertion failure in ctypes class definition, in case the class has an attribute whose name is specified in _anonymous_ but not in _fields_.
- Fix an assertion failure in _random.Random.seed() in case the argument has a bad __abs__() method.
- Fix an assertion failure in imp.create_dynamic(), when spec.name is not a string.
- Fix a crash in the __setstate__() method of ctypes._CData, in case of a bad __dict__.
- Fix crashes in true division and multiplication of a timedelta object by a float with a bad as_integer_ratio() method.
- Fix an assertion failure in warnings.warn_explicit, when the return value of the received loader’s get_source() has a bad splitlines() method.
- PyErr_PrintEx() clears now the ignored exception that may be raised by _PySys_SetObjectId(), for example when no memory.

Library:
- Two minor fixes for typing module: allow shallow copying instances of generic classes, improve interaction of __init_subclass__ with generics
- The header folding algorithm for the new email policies has been rewritten.
- io.FileIO.readall() and io.FileIO.read() now release the GIL when getting the file size. Fixed hang of all threads with inaccessible NFS server
- Make msilib.SummaryInformation.GetProperty() return None when the value of property is VT_EMPTY
- Fix wrong usage of collections.namedtuple() in the RobotFileParser.parse() method
- msilib.OpenDatabase() now raises a better exception message when it couldn’t open or create an MSI file
- codecs.StreamReader.read(n) now returns not more than n characters/bytes for non-negative n. This makes it compatible with read() methods of other file-like objects.
- Fixed issues with binary plists: Fixed saving bytearrays; Identical objects will be saved only once; Equal references will be load as identical objects; Added support for saving and loading recursive data structures.
- Make asyncio.IncompleteReadError and LimitOverrunError pickleable
- Fixed the looping of asyncio in the case of reconnection the socket during waiting async read/write from/to the socket
- Restored support of loading marshal files with the TYPE_INT64 code. These files can be produced in Python 2.7.
- Reduce performance overhead of asyncio debug mode
- Fixed determining the MAC address in the uuid module: Using ifconfig on NetBSD and OpenBSD; Using arp on Linux, FreeBSD, NetBSD and OpenBSD.
- Fix potential missed signal in signal.signal()
- Fix Blake2 params leaf_size and node_offset on big endian platforms.
- Fixed compilation of the socket module on NetBSD 8. Fixed assertion failure or reading arbitrary data when parse a AF_BLUETOOTH address on NetBSD and DragonFly BSD.
- Fixed stack corruption in curses.box() and curses.ungetmouse() when the size of types chtype or mmask_t is less than the size of C long. curses.box() now accepts characters as arguments.
- plistlib now catches more errors when read binary plists and raises InvalidFileException instead of unexpected exceptions.
- Fix the method for checking pad state of curses WINDOW.
- Fixed the layout of the kqueue_event structure on OpenBSD and NetBSD. Fixed the comparison of the kqueue_event objects.
- Fixed building the curses module on NetBSD.
- Instances of pickle.Pickler subclass with the persistent_id() method and pickle.Unpickler subclass with the persistent_load() method no longer create reference cycles.
- Fix multiprocessing.Process when stdout and/or stderr is closed or None.
- If nested log adapters are used, the inner process() methods are no longer omitted.
- The manager property on LoggerAdapter objects is now properly settable.
- Fix timeout rounding in time.sleep(), threading.Lock.acquire() and socket.socket.settimeout() to round correctly negative timeouts between -1.0 and 0.0. The functions now block waiting for events as expected. Previously, the call was incorrectly non-blocking.
- traceback: Fix a TypeError that occurred during printing of exception tracebacks when either the current exception or an exception in its context/cause chain is unhashable.
- Fixed buffer overflow in select.kqueue.control().
- Prevent a crash when calling the __init__() method of a sqlite3.Cursor object more than once.
- idpattern in string.Template matched some non-ASCII characters. Now it uses -i regular expression local flag to avoid non- ASCII characters.
- Prevent a crash in sqlite3.Cursor.close() in case the Cursor object is uninitialized.
- Fix possible crash in timedelta constructor called with custom integers.
- On Windows, faulthandler.enable() now ignores MSC and COM exceptions.
- Prevent crashes in _elementtree due to unsafe cleanup of Element.text and Element.tail.
- an empty asyncio.Queue now doesn’t leak memory when queue.get pollers timeout
- Fix method set_protocol() of class _SSLProtocolTransport in asyncio module. This method was previously modifying a wrong reference to the protocol.
- Fixed memory leaks in Tkinter’s methods splitlist() and split() when pass a string larger than 2 GiB.
- Fixed typo in the name of Tkinter’s method adderrorinfo()
- Fix the string representation of a netrc object
- Added a workaround for getkey() in curses for ncurses 5.7 and earlier
- Avoid venv activate failures with undefined variables
- inspect.unwrap() will now only try to unwrap an object sys.getrecursionlimit() times, to protect against objects which create a new object on every attribute access
- Stop crashes when concurrently iterate over itertools.groupby() iterators
- threading.current_thread() should not return a dummy thread at shutdown
- python -m ensurepip now exits with non-zero exit code if pip bootstrapping has failed
- random.seed() now works with bytes in version=1
- Fix poll.poll([timeout]) in the select module for arbitrary negative timeouts on all OSes where it can only be a non- negative integer or -1
- multiprocessing’s semaphore tracker should be launched again if crashed
- Make multiprocessing’s forkserver process immune to Ctrl-C and other user interruptions. If it crashes, restart it when necessary

Documentation:
- Added asyncio.BaseEventLoop.connect_accepted_socket versionaddded marker
- Fix incorrect usage of get_history_length in readline documentation example code
- The operator functions without double underscores are preferred for clarity. The one with underscores are only kept for back-compatibility.

Tests:
- Skip test_httpservers test_undecodable_file on macOS: fails on APFS
- Skip test_socket.test_sha256() on Linux kernel older than 4.5. The test fails with ENOKEY on kernel 3.10 (on ppc64le). A fix was merged into the kernel 4.5.
- Fix test_tools.test_unparse: DirectoryTestCase now stores the names sample to always test the same files. It prevents false alarms when hunting reference leaks.
- Add the set_nomemory(start, stop) and remove_mem_hooks() functions to the _testcapi module

Build:
- detect_modules() in setup.py now also searches the sysroot paths when cross-compiling.
- Fixes Windows SDK version detection when building for Windows.
- Fixes quotes in PCbuild/clean.bat
- Abort the build when building out of a not clean source tree.
- Fixed Argument Clinic sometimes causing compilation errors when there was more than one function and/or method in a .c file with the same name.
- Update Windows builds to use SQLite 3.21.0.
- Update OS X installer to use SQLite 3.21.0.
- Prevent double substitution of prefix in python-config.sh.
- Avoid wholesale rebuild after make regen-all if nothing changed.

Windows:
- Return None when View.Fetch() returns ERROR_NO_MORE_ITEMS instead of raising MSIError.
- Fixes Modify button in Apps and Features dialog.

macOS:
- Update macOS installer to use OpenSSL 1.0.2m

IDLE:
- Improve tk event exception tracebacks in IDLE. When tk event handling is driven by IDLE’s run loop, a confusing and distracting queue.EMPTY traceback context is no longer added to tk event exception tracebacks. The traceback is now the same as when event handling is driven by user code. Patch based on a suggestion by Serhiy Storchaka.
- Delete unused file idlelib/tabbedpages.py. Use of TabbedPageSet in configdialog was replaced by ttk.Notebook.
- IDLE: Fix old and new bugs in pathbrowser; improve tests.
- IDLE – Restrict shell prompt manipulaton to the shell. Editor and output windows only see an empty last prompt line. This simplifies the code and fixes a minor bug when newline is inserted. Sys.ps1, if present, is read on Shell start-up, but is not set or changed.
- The font sample in the IDLE configuration dialog is now editable. Changes persist while IDLE remains open.
- Test_code_module now passes if run after test_idle, which sets ps1. The code module uses sys.ps1 if present or sets it to ‘>>> ‘ if not. Test_code_module now properly tests both behaviors. Ditto for ps2.
- Fix a TypeError that caused a shell restart when printing a traceback that includes an exception that is unhashable.
- Use non-Latin characters in the IDLE’s Font settings sample. Even if one selects a font that defines a limited subset of the unicode Basic Multilingual Plane, tcl/tk will use other fonts that define a character. The expanded example give users of non-Latin characters a better idea of what they might see in IDLE’s shell and editors. To make room for the expanded sample, frames on the Font tab are re-arranged. The Font/Tabs help explains a bit about the additions.
- Simplify the API of IDLE’s Module Browser. Passing a widget instead of an flist with a root widget opens the option of creating a browser frame that is only part of a window. Passing a full file name instead of pieces assumed to come from a .py file opens the possibility of browsing python files that do not end in .py.
- IDLE - Make _htest, _utest parameters keyword only.
- Remove test order dependence in idle_test.test_browser.
- Rename IDLE’s module browser from Class Browser to Module Browser. The original module-level class and method browser became a module browser, with the addition of module-level functions, years ago. Nested classes and functions were added yesterday. For back- compatibility, the virtual event <<open-class-browser>>, which appears on the Keys tab of the Settings dialog, is not changed.
- Default fonts now are scaled on HiDPI displays.
- IDLE module browser now shows nested classes and functions. Original patches for code and tests by Guilherme Polo and Cheryl Sabella, respectively.

Tools/Demos:
- Make redemo work with Python 3.6 and newer versions.
- In Python 3.6, flags like re.DOTALL became members of an enum.IntFlag so usages like getattr(re, 'DOTALL') are invalid.
- Also, remove the LOCALE option since it doesn’t work with string patterns in Python 3.

C API:
- Fix PyGILState_Ensure(). When PyGILState_Ensure() is called in a non-Python thread before PyEval_InitThreads(), only call PyEval_InitThreads() after calling PyThreadState_New() to fix a crash.
- Fix memory corruption due to allocator mix in getpath.c between Py_GetPath() and Py_SetPath()
- The PyExc_RecursionErrorInst singleton is removed and PyErr_NormalizeException() does not use it anymore. This singleton is persistent and its members being never cleared may cause a segfault during finalization of the interpreter.