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Remotely debug Python code on Linux

  • Artikkeli

Applies to: yesVisual Studio noVisual Studio for Mac

Note

This article applies to Visual Studio 2017. If you're looking for the latest Visual Studio documentation, see Visual Studio documentation. We recommend upgrading to the latest version of Visual Studio. Download it here

Visual Studio can launch and debug Python applications locally and remotely on a Windows computer (see Remote debugging). It can also debug remotely on a different operating system, device, or Python implementation other than CPython using the ptvsd library.

When using ptvsd, the Python code being debugged hosts the debug server to which Visual Studio can attach. This hosting requires a small modification to your code to import and enable the server, and may require network or firewall configurations on the remote computer to allow TCP connections.

movie camera icon for video For an introduction to remote debugging, see Deep Dive: Cross-platform remote debugging (youtube.com, 6m22s), which is applicable to both Visual Studio 2015 and 2017.

Set up a Linux computer

The following items are needed to follow this walkthrough:

  • A remote computer running Python on an operating system like Mac OSX or Linux.
  • Port 5678 (inbound) opened on that computer's firewall, which is the default for remote debugging.

You can easily create a Linux virtual machine on Azure and access it using Remote Desktop from Windows. Ubuntu for the VM is convenient because Python is installed by default; otherwise, see the list on Install a Python interpreter of your choice for additional Python download locations.

For details on creating a firewall rule for an Azure VM, see Open ports to a VM in Azure using the Azure portal.

Prepare the script for debugging

  1. On the remote computer, create a Python file called guessing-game.py with the following code:

    import random

guesses_made = 0
name = input('Hello! What is your name?\n')
number = random.randint(1, 20)
print('Well, {0}, I am thinking of a number between 1 and 20.'.format(name))

while guesses_made < 6:
    guess = int(input('Take a guess: '))
    guesses_made += 1
    if guess < number:
        print('Your guess is too low.')
    if guess > number:
        print('Your guess is too high.')
    if guess == number:
        break
if guess == number:
    print('Good job, {0}! You guessed my number in {1} guesses!'.format(name, guesses_made))
else:
    print('Nope. The number I was thinking of was {0}'.format(number))

  2. Install the ptvsd package into your environment using pip3 install ptvsd.

    Note

    It's a good idea to record the version of ptvsd that's installed in case you need it for troubleshooting; the ptvsd listing also shows available versions.

  3. Enable remote debugging by adding the code below at the earliest possible point in guessing-game.py, before other code. (Though not a strict requirement, it's impossible to debug any background threads spawned before the enable_attach function is called.)

    import ptvsd
ptvsd.enable_attach()

  4. Save the file and run python3 guessing-game.py. The call to enable_attach runs in the background and waits for incoming connections as you otherwise interact with the program. If desired, the wait_for_attach function can be called after enable_attach to block the program until the debugger attaches.

Tip

In addition to enable_attach and wait_for_attach, ptvsd also provides a helper function break_into_debugger, which serves as a programmatic breakpoint if the debugger is attached. There is also an is_attached function that returns True if the debugger is attached (note that there is no need to check this result before calling any other ptvsd functions).

Attach remotely from Python Tools

In these steps, we set a simple breakpoint to stop the remote process.

  1. Create a copy of the remote file on the local computer and open it in Visual Studio. It doesn't matter where the file is located, but its name should match the name of the script on the remote computer.

  2. (Optional) To have IntelliSense for ptvsd on your local computer, install the ptvsd package into your Python environment.

  3. Select Debug > Attach to Process.

  4. In the Attach to Process dialog that appears, set Connection Type to Python remote (ptvsd). (On older versions of Visual Studio these commands are named Transport and Python remote debugging.)

  5. In the Connection Target field (Qualifier on older versions), enter tcp://<ip_address>:5678 where <ip_address> is that of the remote computer (which can be either an explicit address or a name like myvm.cloudapp.net), and :5678 is the remote debugging port number.

  6. Press Enter to populate the list of available ptvsd processes on that computer:

    Entering the connection target and listing processes

    If you happen to start another program on the remote computer after populating this list, select the Refresh button.

  7. Select the process to debug and then Attach, or double-click the process.

  8. Visual Studio then switches into debugging mode while the script continues to run on the remote computer, providing all the usual debugging capabilities. For example, set a breakpoint on the if guess < number: line, then switch over to the remote computer and enter another guess. After you do so, Visual Studio on your local computer stops at that breakpoint, shows local variables, and so on:

    Visual Studio pauses debugging when breakpoint is hit

  9. When you stop debugging, Visual Studio detaches from the program, which continues to run on the remote computer. ptvsd also continues listening for attaching debuggers, so you can reattach to the process again at any time.

Connection troubleshooting

  1. Make sure that you've selected Python remote (ptvsd) for the Connection Type (Python remote debugging for Transport with older versions.)

  2. Check that the secret in the Connection Target (or Qualifier) exactly matches the secret in the remote code.

  3. Check that the IP address in the Connection Target (or Qualifier) matches that of the remote computer.

  4. Check that you're opened the remote debugging port on the remote computer, and that you've included the port suffix in the connection target, such as :5678.

    • If you need to use a different port, you can specify it in the enable_attach call using the address argument, as in ptvsd.enable_attach(address = ('0.0.0.0', 8080)). In this case, open that specific port in the firewall.

  5. Check that the version of ptvsd installed on the remote computer as returned by pip3 list matches that used by the version of the Python tools you're using in Visual Studio in the table below. If necessary, update ptvsd on the remote computer.

    Visual Studio version Python tools/ptvsd version
    2017 15.8 4.1.1a9 (legacy debugger: 3.2.1.0)
    2017 15.7 4.1.1a1 (legacy debugger: 3.2.1.0)
    2017 15.4, 15.5, 15.6 3.2.1.0
    2017 15.3 3.2.0
    2017 15.2 3.1.0
    2017 15.0, 15.1 3.0.0
    2015 2.2.6
    2013 2.2.2
    2012, 2010 2.1

Using ptvsd 3.x

The following information applies only to remote debugging with ptvsd 3.x, which contains certain features that were removed in ptvsd 4.x.

  1. With ptvsd 3.x, the enable_attach function required that you pass a "secret" as the first argument that restricts access to the running script. You enter this secret when attaching the remote debugger. Though not recommended, you can allow anyone to connect, use enable_attach(secret=None).

  2. The connection target URL is tcp://<secret>@<ip_address>:5678 where <secret> is the string passed enable_attach in the Python code.

By default, the connection to the ptvsd 3.x remote debug server is secured only by the secret and all data is passed in plain text. For a more secure connection, ptvsd 3.x supports SSL using the tcsp protocol, which you set up as follows:

  1. On the remote computer, generate separate self-signed certificate and key files using openssl:

    openssl req -new -x509 -days 365 -nodes -out cert.cer -keyout cert.key

    When prompted, use the hostname or IP address (whichever you use to connect) for the Common Name when prompted by openssl.

    (See Self-signed certificates in the Python ssl module docs for additional details. Note that the command in those docs generates only a single combined file.)

  2. In the code, modify the call to enable_attach to include certfile and keyfile arguments using the filenames as the values (these arguments have the same meaning as for the standard ssl.wrap_socket Python function):

    ptvsd.enable_attach(secret='my_secret', certfile='cert.cer', keyfile='cert.key')

    You can also make the same change in the code file on the local computer, but because this code isn't actually run, it isn't strictly necessary.

  3. Restart the Python program on the remote computer, making it ready for debugging.

  4. Secure the channel by adding the certificate to Trusted Root CA on the Windows computer with Visual Studio:

    1. Copy the certificate file from the remote computer to the local computer.
    2. Open Control Panel and navigate to Administrative Tools > Manage computer certificates.
    3. In the window that appears, expand Trusted Root Certification Authorities on the left side, right-click Certificates, and select All Tasks > Import.
    4. Navigate to and select the .cer file copied from the remote computer, then click through the dialogs to complete the import.

  5. Repeat the attach process in Visual Studio as described earlier, now using tcps:// as the protocol for the Connection Target (or Qualifier).

  6. Visual Studio prompts you about potential certificate issues when connecting over SSL. You may ignore the warnings and proceed, but although the channel is still encrypted against eavesdropping it can be open to man-in-the-middle attacks.

    1. If you see the remote certificate is not trusted warning dialog, it means you did not properly add the certificate to the Trusted Root CA. Check those steps and try again.

    2. If you see the remote certificate name does not match hostname warning dialog, it means you did not use the proper hostname or IP address as the Common Name when creating the certificate.