Training a PyTorch YOLOv7 machine learning model

[dphogan]

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Validation Issues Found (Python) 🐍

File: ai/datasets2.py
Line Number: 284
Statement(s):

            time.sleep(0.5) 

Rule:
time.sleep() call; did you mean to leave this in?

File: ai/metrics2.py
Line Number: 105
Statement(s):

    if method == 'interp': 

Rule:
This expression is always True: method == method or method != method. If testing for floating point NaN, use math.isnan(method), or cmath.isnan(method) if the number is complex.

File: ai/model.py
Line Number: 511
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True, bufsize=1) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 538
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True, bufsize=1) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 563
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True, bufsize=1) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 596
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 622
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 723
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 738
Statement(s):

        p = subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True) 

Rule:
Found 'subprocess' function 'Popen' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.

File: ai/model.py
Line Number: 959
Statement(s):

    subprocess.check_output("cat %s %s > %s" % (ls_cat, ls_ga, ls), shell=True) 

Rule:
Found 'subprocess' function 'check_output' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead.