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trajpy/traj_generator.py

Summary

Maintainability
A
1 hr
Test Coverage

Function normal_diffusion has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

def normal_diffusion(n_steps: int, n_samples: int, dx: float, y0: float, D: float, dt: float) -> Tuple[np.ndarray, np.ndarray]:
    """
    Generates an ensemble of normal diffusion trajectories.

    :param n_steps: total steps
Severity: Minor
Found in trajpy/traj_generator.py - About 55 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function confined_diffusion has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

def confined_diffusion(radius: float, n_steps: int, n_samples: int, dx: float, y0: float, D: float, dt: float) -> Tuple[np.ndarray, np.ndarray]:
    """
    Generates trajectories under confinement.

    :param radius: confinement radius
Severity: Minor
Found in trajpy/traj_generator.py - About 25 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (127 > 79 characters)
Wontfix

def normal_diffusion(n_steps: int, n_samples: int, dx: float, y0: float, D: float, dt: float) -> Tuple[np.ndarray, np.ndarray]:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Line too long (121 > 79 characters)
Open

def superdiffusion(velocity: float, n_steps: int, n_samples: int, y0: float, dt: float) -> Tuple[np.ndarray, np.ndarray]:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Line too long (101 > 79 characters)
Open

            sub_x, sub_y = normal_diffusion(n_steps=100, n_samples=1, dx=dx, y0=sub_step, D=D, dt=dt)
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (134 > 79 characters)
Open

        W(t) = \\sum_{n=-\\infty}^{\\infty} \\frac{\\cos{(\\phi_n )} - \\cos{(\\gamma^n t^* + \\phi_n )} }{\\gamma^{n\\alpha/2}} \\, .
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Line too long (84 > 79 characters)
Wontfix

        wsm += (np.cos(phi) - np.cos(np.power(gamma, iteration) * t_star + phi)) / \
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (85 > 79 characters)
Open

    :param u: absolute distance travelled by the particle durint the time interval dt
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Line too long (81 > 79 characters)
Wontfix

            y[i_step, i_sample] = weierstrass_mandelbrot(t, n_steps, alpha=alpha)
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Trailing whitespace
Open

    x = np.linspace(0, n_steps, n_steps)
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Trailing whitespace
Open

    :param dx: displacement
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (82 > 79 characters)
Wontfix

def weierstrass_mandelbrot(t: float, n_displacements: int, alpha: float) -> float:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Trailing whitespace
Open

    for i_sample in range(0, n_samples):
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Trailing whitespace
Open

    x = np.linspace(0, n_steps, n_steps)
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Expected 2 blank lines, found 1
Open

def weierstrass_mandelbrot(t: float, n_displacements: int, alpha: float) -> float:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Separate top-level function and class definitions with two blank lines.

Method definitions inside a class are separated by a single blank
line.

Extra blank lines may be used (sparingly) to separate groups of
related functions.  Blank lines may be omitted between a bunch of
related one-liners (e.g. a set of dummy implementations).

Use blank lines in functions, sparingly, to indicate logical
sections.

Okay: def a():\n    pass\n\n\ndef b():\n    pass
Okay: def a():\n    pass\n\n\nasync def b():\n    pass
Okay: def a():\n    pass\n\n\n# Foo\n# Bar\n\ndef b():\n    pass
Okay: default = 1\nfoo = 1
Okay: classify = 1\nfoo = 1

E301: class Foo:\n    b = 0\n    def bar():\n        pass
E302: def a():\n    pass\n\ndef b(n):\n    pass
E302: def a():\n    pass\n\nasync def b(n):\n    pass
E303: def a():\n    pass\n\n\n\ndef b(n):\n    pass
E303: def a():\n\n\n\n    pass
E304: @decorator\n\ndef a():\n    pass
E305: def a():\n    pass\na()
E306: def a():\n    def b():\n        pass\n    def c():\n        pass

Line too long (144 > 79 characters)
Open

def confined_diffusion(radius: float, n_steps: int, n_samples: int, dx: float, y0: float, D: float, dt: float) -> Tuple[np.ndarray, np.ndarray]:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (119 > 79 characters)
Open

def anomalous_diffusion(n_steps: int, n_samples: int, time_step: float, alpha: float) -> Tuple[np.ndarray, np.ndarray]:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Trailing whitespace
Open

            i_step += 1
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Trailing whitespace
Open

    for i_sample in range(0,n_samples):
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Missing whitespace after ','
Open

    np.savetxt(path + '/traj_' + str(param) + '.csv',y,delimiter=',',
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Each comma, semicolon or colon should be followed by whitespace.

Okay: [a, b]
Okay: (3,)
Okay: a[1:4]
Okay: a[:4]
Okay: a[1:]
Okay: a[1:4:2]
E231: ['a','b']
E231: foo(bar,baz)
E231: [{'a':'b'}]

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Trailing whitespace
Open

    Generates direct diffusion trajectories.
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Line too long (80 > 79 characters)
Wontfix

      header='t,'+(",".join(dims[:y.shape[1]]*int((y.shape[1])/2))),comments='')
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Continuation line under-indented for visual indent
Open

      header='t,'+(",".join(dims[:y.shape[1]]*int((y.shape[1])/2))),comments='')
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Continuation lines indentation.

Continuation lines should align wrapped elements either vertically
using Python's implicit line joining inside parentheses, brackets
and braces, or using a hanging indent.

When using a hanging indent these considerations should be applied:
- there should be no arguments on the first line, and
- further indentation should be used to clearly distinguish itself
  as a continuation line.

Okay: a = (\n)
E123: a = (\n    )

Okay: a = (\n    42)
E121: a = (\n   42)
E122: a = (\n42)
E123: a = (\n    42\n    )
E124: a = (24,\n     42\n)
E125: if (\n    b):\n    pass
E126: a = (\n        42)
E127: a = (24,\n      42)
E128: a = (24,\n    42)
E129: if (a or\n    b):\n    pass
E131: a = (\n    42\n 24)

Line too long (82 > 79 characters)
Open

def save_to_file(y: np.ndarray, param: Union[int, float, str], path: str) -> None:
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Limit all lines to a maximum of 79 characters.

There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

Missing whitespace after ','
Open

    np.savetxt(path + '/traj_' + str(param) + '.csv',y,delimiter=',',
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Each comma, semicolon or colon should be followed by whitespace.

Okay: [a, b]
Okay: (3,)
Okay: a[1:4]
Okay: a[:4]
Okay: a[1:]
Okay: a[1:4:2]
E231: ['a','b']
E231: foo(bar,baz)
E231: [{'a':'b'}]

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Trailing whitespace
Open

    :param velocity: constant velocity
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Blank line contains whitespace
Open
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

Missing whitespace after ','
Open

    dims = ['x','y']
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Each comma, semicolon or colon should be followed by whitespace.

Okay: [a, b]
Okay: (3,)
Okay: a[1:4]
Okay: a[:4]
Okay: a[1:]
Okay: a[1:4:2]
E231: ['a','b']
E231: foo(bar,baz)
E231: [{'a':'b'}]

Missing whitespace after ','
Open

    for i_sample in range(0,n_samples):
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Each comma, semicolon or colon should be followed by whitespace.

Okay: [a, b]
Okay: (3,)
Okay: a[1:4]
Okay: a[:4]
Okay: a[1:]
Okay: a[1:4:2]
E231: ['a','b']
E231: foo(bar,baz)
E231: [{'a':'b'}]

Missing whitespace after ','
Open

      header='t,'+(",".join(dims[:y.shape[1]]*int((y.shape[1])/2))),comments='')
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Each comma, semicolon or colon should be followed by whitespace.

Okay: [a, b]
Okay: (3,)
Okay: a[1:4]
Okay: a[:4]
Okay: a[1:]
Okay: a[1:4:2]
E231: ['a','b']
E231: foo(bar,baz)
E231: [{'a':'b'}]

Trailing whitespace
Open

    x = np.linspace(0, n_steps, n_steps)
Severity: Minor
Found in trajpy/traj_generator.py by pep8

Trailing whitespace is superfluous.

The warning returned varies on whether the line itself is blank,
for easier filtering for those who want to indent their blank lines.

Okay: spam(1)\n#
W291: spam(1) \n#
W293: class Foo(object):\n    \n    bang = 12

There are no issues that match your filters.

Category
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