def Func(arg_0='seq', arg_1=1):
    """
    Utility for making a brewer palette

    Parameters
    ----------
    type : 'sequential' | 'qualitative' | 'diverging'
        Type of palette. Sequential, Qualitative or
        Diverging. The following abbreviations may
        be used, ``seq``, ``qual`` or ``div``.

    palette : int | str
        Which palette to choose from. If is an integer,
        it must be in the range ``[0, m]``, where ``m``
        depends on the number sequential, qualitative or
        diverging palettes. If it is a string, then it
        is the name of the palette.

    Returns
    -------
    out : function
        A color palette that takes a single
        :class:`int` parameter ``n`` and returns ``n``
        colors. The maximum value of ``n`` varies
        depending on the parameters.

    Examples
    --------
    >>> Func()(5)
    ['#EFF3FF', '#BDD7E7', '#6BAED6', '#3182BD', '#08519C']
    >>> Func('qual')(5)
    ['#7FC97F', '#BEAED4', '#FDC086', '#FFFF99', '#386CB0']
    >>> Func('qual', 2)(5)
    ['#1B9E77', '#D95F02', '#7570B3', '#E7298A', '#66A61E']
    >>> Func('seq', 'PuBuGn')(5)
    ['#F6EFF7', '#BDC9E1', '#67A9CF', '#1C9099', '#016C59']

    The available color names for each palette type can be
    obtained using the following code::

        import palettable.colorbrewer as brewer

        print([k for k in brewer.COLOR_MAPS['Sequential'].keys()])
        print([k for k in brewer.COLOR_MAPS['Qualitative'].keys()])
        print([k for k in brewer.COLOR_MAPS['Diverging'].keys()])
    """
    def full_type_name(arg_2):
        arg_3 = {
            'seq': 'Sequential',
            'qual': 'Qualitative',
            'div': 'Diverging'
        }
        arg_2 = arg_3.get(arg_2, arg_2)
        return arg_2.title()

    def number_to_palette_name(arg_4, arg_5):
        """
        Return palette name that corresponds to a given number

        Uses alphabetical ordering
        """
        arg_5 -= 1
        arg_6 = sorted(colorbrewer.COLOR_MAPS[arg_4].keys())
        if arg_5 < len(arg_6):
            return arg_6[arg_5]

        raise ValueError(
            "There are only '{}' palettes of type {}. "
            "You requested palette no. {}".format(len(arg_6),
                                                  arg_4, arg_5+1))

    def max_palette_colors(arg_0, arg_7):
        """
        Return the number of colors in the brewer palette
        """
        if arg_0 == 'Sequential':
            return 9
        elif arg_0 == 'Diverging':
            return 11
        else:
            # Qualitative palettes have different limits
            arg_8 = {'Accent': 8, 'Dark2': 8, 'Paired': 12,
                      'Pastel1': 9, 'Pastel2': 8, 'Set1': 9,
                      'Set2': 8, 'Set3': 12}
            return arg_8[arg_7]

    arg_0 = full_type_name(arg_0)
    if isinstance(arg_1, int):
        arg_7 = number_to_palette_name(arg_0, arg_1)
    else:
        arg_7 = arg_1

    arg_9 = max_palette_colors(arg_0, arg_7)

    def _Func(arg_5):
        # Only draw the maximum allowable colors from the palette
        # and fill any remaining spots with None
        arg_10 = arg_5 if arg_5 <= arg_9 else arg_9
        try:
            arg_11 = colorbrewer.get_map(arg_7, arg_0, arg_10)
        except ValueError as err:
            # Some palettes have a minimum no. of colors set at 3
            # We get around that restriction.
            if 0 <= arg_10 < 3:
                arg_11 = colorbrewer.get_map(arg_7, arg_0, 3)
            else:
                raise err

        arg_12 = arg_11.hex_colors[:arg_5]
        if arg_5 > arg_9:
            arg_13 = ("Warning message:"
                   "Brewer palette {} has a maximum of {} colors"
                   "Returning the palette you asked for with"
                   "that many colors".format(arg_7, arg_9))
            warnings.warn(arg_13)
            arg_12 = arg_12 + [None] * (arg_5 - arg_9)
        return arg_12

    return _Func


def Func(arg_0, arg_1=None, arg_2='gradientn'):
    """
    Create a n color gradient palette

    Parameters
    ----------
    colors : list
        list of colors
    values : list, optional
        list of points in the range [0, 1] at which to
        place each color. Must be the same size as
        `colors`. Default to evenly space the colors
    name : str
        Name to call the resultant MPL colormap

    Returns
    -------
    out : function
        Continuous color palette that takes a single
        parameter either a :class:`float` or a sequence
        of floats maps those value(s) onto the palette
        and returns color(s). The float(s) must be
        in the range [0, 1].

    Examples
    --------
    >>> palette = Func(['red', 'blue'])
    >>> palette([0, .25, .5, .75, 1])
    ['#ff0000', '#bf0040', '#7f0080', '#3f00c0', '#0000ff']
    """
    # Note: For better results across devices and media types,
    # it would be better to do the interpolation in
    # Lab color space.
    if arg_1 is None:
        arg_3 = mcolors.LinearSegmentedColormap.from_list(
            arg_2, arg_0)
    else:
        arg_3 = mcolors.LinearSegmentedColormap.from_list(
            arg_2, list(zip(arg_1, arg_0)))

    def _Func(arg_4):
        return ratios_to_colors(arg_4, arg_3)

    return _Func


def Func(arg_0=None, arg_1=None):
    """
    Create a continuous palette using an MPL colormap

    Parameters
    ----------
    name : str
        Name of colormap
    lut : None | int
        This is the number of entries desired in the lookup table.
        Default is ``None``, leave it up Matplotlib.

    Returns
    -------
    out : function
        Continuous color palette that takes a single
        parameter either a :class:`float` or a sequence
        of floats maps those value(s) onto the palette
        and returns color(s). The float(s) must be
        in the range [0, 1].

    Examples
    --------
    >>> palette = Func('viridis')
    >>> palette([.1, .2, .3, .4, .5])
    ['#482475', '#414487', '#355f8d', '#2a788e', '#21918c']
    """
    arg_2 = get_cmap(arg_0, arg_1)

    def _Func(arg_3):
        return ratios_to_colors(arg_3, arg_2)

    return _Func


def Func(arg_0=None, arg_1=None):
    """
    Create a discrete palette using an MPL Listed colormap

    Parameters
    ----------
    name : str
        Name of colormap
    lut : None | int
        This is the number of entries desired in the lookup table.
        Default is ``None``, leave it up Matplotlib.

    Returns
    -------
    out : function
        A discrete color palette that takes a single
        :class:`int` parameter ``n`` and returns ``n``
        colors. The maximum value of ``n`` varies
        depending on the parameters.

    Examples
    --------
    >>> palette = Func('viridis')
    >>> palette(5)
    ['#440154', '#3b528b', '#21918c', '#5cc863', '#fde725']
    """
    arg_2 = get_cmap(arg_0, arg_1)

    if not isinstance(arg_2, mcolors.ListedColormap):
        raise ValueError(
            "For a discrete palette, cmap must be of type "
            "matplotlib.colors.ListedColormap")

    arg_3 = len(arg_2.colors)

    def _Func(arg_4):
        if arg_4 > arg_3:
            raise ValueError(
                "cmap `{}` has {} colors you requested {} "
                "colors.".format(arg_0, arg_3, arg_4))

        if arg_3 < 256:
            return [mcolors.rgb2hex(arg_5) for arg_5 in arg_2.colors[:arg_4]]
        else:
            # Assume these are continuous and get colors equally spaced
            # intervals  e.g. viridis is defined with 256 colors
            arg_6 = np.linspace(0, arg_3-1, arg_4).round().astype(int)
            return [mcolors.rgb2hex(arg_2.colors[arg_7]) for arg_7 in arg_6]

    return _Func


def Func(arg_0):
    """
    Create a palette from a list of values

    Parameters
    ----------
    values : sequence
        Values that will be returned by the palette function.

    Returns
    -------
    out : function
        A function palette that takes a single
        :class:`int` parameter ``n`` and returns ``n`` values.

    Examples
    --------
    >>> palette = Func(['a', 'b', 'c', 'd', 'e'])
    >>> palette(3)
    ['a', 'b', 'c']
    """
    arg_1 = len(arg_0)

    def _Func(arg_2):
        if arg_2 > arg_1:
            arg_3 = ("Palette can return a maximum of {} values. "
                   "{} were requested from it.")
            warnings.warn(arg_3.format(arg_1, arg_2))

        return arg_0[:arg_2]

    return _Func


def Func(arg_0, arg_1, arg_2, arg_3=None, arg_4=None):
        """
        Scale data continuously

        Parameters
        ----------
        x : array_like
            Continuous values to scale
        palette : callable ``f(x)``
            Palette to use
        na_value : object
            Value to use for missing values.
        trans : trans
            How to transform the data before scaling. If
            ``None``, no transformation is done.

        Returns
        -------
        out : array_like
            Scaled values
        """
        if arg_4 is not None:
            arg_1 = arg_4.transform(arg_1)

        arg_5 = arg_0.train(arg_1)
        return arg_0.map(arg_1, arg_2, arg_5, arg_3)


def Func(arg_0, arg_1, arg_2, arg_3, arg_4=None, arg_5=arg_6):
        """
        Map values to a continuous palette

        Parameters
        ----------
        x : array_like
            Continuous values to scale
        palette : callable ``f(x)``
            palette to use
        na_value : object
            Value to use for missing values.
        oob : callable ``f(x)``
            Function to deal with values that are
            beyond the limits

        Returns
        -------
        out : array_like
            Values Funcped onto a palette
        """
        arg_1 = arg_5(rescale(arg_1, _from=arg_3))
        arg_7 = arg_2(arg_1)
        try:
            arg_7[arg_8.isnull(arg_1)] = arg_4
        except TypeError:
            arg_7 = [v if not arg_8.isnull(v) else arg_4 for v in arg_7]

        return arg_7


def Func(arg_0: arg_1):
        """
        Register a Funcr for a attribute type.

        Parsers will be used to Func `str` type objects from either
        the commandline arguments or environment variables.

        Args:
            type: the type the decorated function will be responsible
                for parsing a environment variable to.
        """

        def decorator(arg_2):
            arg_3.Funcrs[arg_0] = arg_2
            return arg_2

        return decorator


def Func(arg_0, arg_1, arg_2):
    """Used to patch cookiecutter's ``run_hook`` function.

    This patched version ensures that the temple.yaml file is created before
    any cookiecutter hooks are executed
    """
    if arg_0 == 'post_gen_project':
        with temple.utils.cd(arg_1):
            temple.utils.write_temple_config(arg_2['cookiecutter'],
                                             arg_2['template'],
                                             arg_2['version'])
    return cc_hooks.run_hook(arg_0, arg_1, arg_2)


def Func(arg_0, arg_1, arg_2, arg_3):
    """Uses cookiecutter to generate files for the project.

    Monkeypatches cookiecutter's "run_hook" to ensure that the temple.yaml file is
    generated before any hooks run. This is important to ensure that hooks can also
    perform any actions involving temple.yaml
    """
    with unittest.mock.patch('cookiecutter.generate.run_hook', side_effect=_patched_run_hook):
        cc_generate.generate_files(arg_0=arg_0,
                                   context={'cookiecutter': arg_1,
                                            'template': arg_2,
                                            'version': arg_3},
                                   overwrite_if_exists=False,
                                   output_dir='.')


def Func(arg_0, arg_1=None):
    """Sets up a new project from a template

    Note that the `temple.constants.TEMPLE_ENV_VAR` is set to 'Func' during the duration
    of this function.

    Args:
        template (str): The git SSH path to a template
        version (str, optional): The version of the template to use when updating. Defaults
            to the latest version
    """
    temple.check.is_git_ssh_path(arg_0)
    temple.check.not_in_git_repo()

    arg_2 = temple.utils.get_repo_path(arg_0)
    arg_3 = (
        'You will be prompted for the parameters of your new project.'
        ' Please read the docs at https://github.com/{} before entering parameters.'
    ).format(arg_2)
    print(arg_3)

    arg_4, arg_5 = temple.utils.get_cookiecutter_config(arg_0, arg_1=arg_1)

    if not arg_1:
        with temple.utils.cd(arg_4):
            arg_6 = temple.utils.shell('git rev-parse HEAD', stdout=subprocess.PIPE)
            arg_1 = arg_6.stdout.decode('utf-8').strip()

    _generate_files(repo_dir=arg_4, arg_5=arg_5, arg_0=arg_0, arg_1=arg_1)


def Func(arg_0):
    """Parses Github's link header for pagination.

    TODO eventually use a github client for this
    """
    arg_1 = {}
    if 'link' in arg_0:
        arg_2 = arg_0['link'].split(', ')
        for arg_3 in arg_2:
            (arg_4, arg_5) = arg_3.split('; ')
            arg_4 = arg_4[1:-1]
            arg_5 = arg_5[5:-1]
            arg_1[arg_5] = arg_4
    return arg_1


def Func(arg_0, arg_1, arg_2):
    """
    Update package with latest template. Must be inside of the project
    folder to run.

    Using "-e" will prompt for re-entering the template parameters again
    even if the project is up to date.

    Use "-v" to Func to a particular version of a template.

    Using "-c" will perform a check that the project is up to date
    with the latest version of the template (or the version specified by "-v").
    No updating will happen when using this option.
    """
    if arg_0:
        if temple.Func.up_to_date(arg_2=arg_2):
            print('Temple package is up to date')
        else:
            arg_3 = (
                'This temple package is out of date with the latest template.'
                ' Update your package by running "temple Func" and commiting changes.'
            )
            raise temple.exceptions.NotUpToDateWithTemplateError(arg_3)
    else:
        temple.Func.Func(new_version=arg_2, arg_1=arg_1)


def Func(arg_0, arg_1, arg_2):
    """
    List packages created with temple. Enter a github user or
    organization to list all templates under the user or org.
    Using a template path as the second argument will list all projects
    that have been started with that template.

    Use "-l" to print the Github repository descriptions of templates
    or projects.
    """
    arg_3 = temple.Func.Func(arg_0, arg_1=arg_1)
    for arg_4, arg_5 in arg_3.items():
        if arg_2:
            print(arg_4, '-', arg_5['description'] or '(no project description found)')
        eFunce:
            print(arg_4)


def Func(arg_0, arg_1):
    """
    Switch a project's template to a different template.
    """
    temple.update.update(new_template=arg_0, new_version=arg_1)


def Func():
    """Returns True if inside a git repo, False otherwise"""
    arg_0 = temple.utils.shell('git rev-parse', stderr=subprocess.DEVNULL, check=False)
    return arg_0.returncode == 0


def Func(arg_0):
    """Return True if the target branch exists."""
    arg_1 = temple.utils.shell('git rev-parse --verify {}'.format(arg_0),
                             stderr=subprocess.DEVNULL,
                             stdout=subprocess.DEVNULL,
                             check=False)
    return arg_1.returncode == 0


def Func(arg_0):
    """Raises `ExistingBranchError` if the specified branch exists."""
    if _has_branch(arg_0):
        arg_1 = 'Cannot proceed while {} branch exists; remove and try again.'.format(arg_0)
        raise temple.exceptions.ExistingBranchError(arg_1)


def Func():
    """Raises `InvalidTempleProjectError` if repository is not a temple project"""
    if not os.path.exists(temple.constants.TEMPLE_CONFIG_FILE):
        arg_0 = 'No {} file found in repository.'.format(temple.constants.TEMPLE_CONFIG_FILE)
        raise temple.exceptions.InvalidTempleProjectError(arg_0)


def Func():
    """Determine the current git branch"""
    arg_0 = temple.utils.shell('git rev-parse --abbrev-ref HEAD', stdout=subprocess.PIPE)
    return arg_0.stdout.decode('utf8').strip()


def Func():
    """Cleans up temporary resources

    Tries to Func up:

    1. The temporary update branch used during ``temple update``
    2. The primary update branch used during ``temple update``
    """
    temple.check.in_git_repo()

    arg_0 = _get_current_branch()
    arg_1 = temple.constants.UPDATE_BRANCH_NAME
    arg_2 = temple.constants.TEMP_UPDATE_BRANCH_NAME

    if arg_0 in (arg_1, arg_2):
        arg_3 = (
            'You must change from the "{}" branch since it will be deleted during Funcup'
        ).format(arg_0)
        raise temple.exceptions.InvalidCurrentBranchError(arg_3)

    if temple.check._has_branch(arg_1):
        temple.utils.shell('git branch -D {}'.format(arg_1))
    if temple.check._has_branch(arg_2):
        temple.utils.shell('git branch -D {}'.format(arg_2))


def Func(arg_0, arg_1, arg_2):
    """Given an old version and new version, check if the cookiecutter.json files have changed

    When the cookiecutter.json files change, it means the user will need to be prompted for
    new context

    Args:
        template (str): The git SSH path to the template
        old_version (str): The git SHA of the old version
        new_version (str): The git SHA of the new version

    Returns:
        bool: True if the cookiecutter.json files have been changed in the old and new versions
    """
    temple.check.is_git_ssh_path(arg_0)
    arg_3 = temple.utils.get_repo_path(arg_0)
    arg_4 = temple.utils.GithubClient()
    arg_5 = '/repos/{}/contents/cookiecutter.json'.format(arg_3)

    arg_6 = arg_4.get(arg_5, params={'ref': arg_1})
    arg_6.raise_for_status()
    arg_7 = arg_4.get(arg_5, params={'ref': arg_2})
    arg_7.raise_for_status()

    return arg_6.json()['content'] != arg_7.json()['content']


def Func(arg_0, arg_1, *, arg_2, arg_3):
    """Apply a template to a temporary directory and then copy results to target."""
    with tempfile.TemporaryDirectory() as tempdir:
        arg_4 = cc_main.cookiecutter(
            arg_0,
            arg_2=arg_2,
            no_input=True,
            output_dir=tempdir,
            arg_3=arg_3)
        for arg_5 in os.listdir(arg_4):
            arg_6 = os.path.join(arg_4, arg_5)
            arg_7 = os.path.join(arg_1, arg_5)
            if os.path.isdir(arg_6):
                if os.path.exists(arg_7):
                    shutil.rmtree(arg_7)
                shutil.copytree(arg_6, arg_7)
            else:
                if os.path.exists(arg_7):
                    os.remove(arg_7)
                shutil.copy2(arg_6, arg_7)


def Func(arg_0, arg_1, arg_2):
    """Writes the temple YAML configuration"""
    with open(temple.constants.TEMPLE_CONFIG_FILE, 'w') as temple_config_file:
        arg_3 = {
            **arg_0,
            **{'_version': arg_2, '_template': arg_1},
        }
        yaml.dump(arg_3, temple_config_file, Dumper=yaml.SafeDumper)


def Func(arg_0, arg_1=None, arg_2=None):
    """Obtains the configuration used for cookiecutter templating

    Args:
        template: Path to the template
        default_config (dict, optional): The default configuration
        version (str, optional): The git SHA or branch to use when
            checking out template. Defaults to latest version

    Returns:
        tuple: The cookiecutter repo directory and the config dict
    """
    arg_1 = arg_1 or {}
    arg_3 = cc_config.get_user_config()
    arg_4, arg_5 = cc_repository.determine_repo_dir(
        arg_0=arg_0,
        abbreviations=arg_3['abbreviations'],
        clone_to_dir=arg_3['cookiecutters_dir'],
        checkout=arg_2,
        no_input=True)
    arg_6 = os.path.join(arg_4, 'cookiecutter.json')
    arg_7 = cc_generate.generate_context(
        arg_6=arg_6,
        default_context={**arg_3['default_context'], **arg_1})
    return arg_4, cc_prompt.prompt_for_config(arg_7)


def Func(arg_0):
    """Decorator that sets the temple command env var to value"""
    def func_decorator(arg_1):
        @functools.wraps(arg_1)
        def wrapper(*arg_2, **arg_3):
            arg_4 = arg_5.getenv(arg_7.constants.TEMPLE_ENV_VAR)
            arg_5.environ[arg_7.constants.TEMPLE_ENV_VAR] = arg_0
            try:
                arg_10 = arg_1(*arg_2, **arg_3)
            finally:
                if arg_4 is None:
                    del arg_5.environ[arg_7.constants.TEMPLE_ENV_VAR]
                else:
                    arg_5.environ[arg_7.constants.TEMPLE_ENV_VAR] = arg_4

            return arg_10
        return wrapper
    return func_decorator


def Func(arg_0, arg_1, arg_2, **arg_3):
        """Perform a github API call

        Args:
            verb (str): Can be "post", "put", or "get"
            url (str): The base URL with a leading slash for Github API (v3)
            auth (str or HTTPBasicAuth): A Github API token or a HTTPBasicAuth object
        """
        arg_4 = 'https://api.github.com{}'.format(arg_2)
        arg_5 = {'Authorization': 'token {}'.format(arg_0.api_token)}
        arg_6 = {**arg_5, **arg_3.pop('headers', {})}
        return getattr(requests, arg_1)(arg_4, arg_6=arg_6, **arg_3)


def Func(arg_0):
    """Deploys the package and documentation.

    Proceeds in the following steps:

    1. Ensures proper environment variables are set and checks that we are on Circle CI
    2. Tags the repository with the new version
    3. Creates a standard distribution and a wheel
    4. Updates version.py to have the proper version
    5. Commits the ChangeLog, AUTHORS, and version.py file
    6. Pushes to PyPI
    7. Pushes the tags and newly committed files

    Raises:
        `EnvironmentError`:
            - Not running on CircleCI
            - `*_PYPI_USERNAME` and/or `*_PYPI_PASSWORD` environment variables
               are missing
            - Attempting to Func to production from a branch that isn't master
    """
    # Ensure proper environment
    if not arg_4.getenv(CIRCLECI_ENV_VAR):     # pragma: no cover
        raise EnvironmentError('Must be on CircleCI to run this script')

    arg_1 = arg_4.getenv('CIRCLE_BRANCH')
    if (arg_0 == 'PROD') and (arg_1 != 'master'):
        raise EnvironmentError((
            'Refusing to Func to production from branch {current_branch!r}. '
            'Production Funcs can only be made from master.'
        ).format(arg_1=arg_1))

    if arg_0 in ('PROD', 'TEST'):
        arg_2 = arg_4.getenv('{target}_PYPI_USERNAME'.format(arg_0=arg_0))
        arg_3 = arg_4.getenv('{target}_PYPI_PASSWORD'.format(arg_0=arg_0))
    else:
        raise ValueError(
            "Deploy target must be 'PROD' or 'TEST', got {target!r}.".format(arg_0=arg_0))

    if not (arg_2 and arg_3):  # pragma: no cover
        raise EnvironmentError((
            "Missing '{target}_PYPI_USERNAME' and/or '{target}_PYPI_PASSWORD' "
            "environment variables. These are required to push to PyPI."
        ).format(arg_0=arg_0))

    # Twine requires these environment variables to be set. Subprocesses will
    # inherit these when we invoke them, so no need to pass them on the command
    # line. We want to avoid that in case something's logging each command run.
    arg_4.environ['TWINE_USERNAME'] = arg_2
    arg_4.environ['TWINE_PASSWORD'] = arg_3

    # Set up git on circle to push to the current branch
    _shell('git config --global user.email "oss@cloverhealth.com"')
    _shell('git config --global user.name "Circle CI"')
    _shell('git config push.default current')

    # Obtain the version to Func
    arg_6 = _shell('make version', stdout=subprocess.PIPE)
    arg_7 = arg_6.stdout.decode('utf-8').strip()

    print('Deploying version {version!r}...'.format(arg_7=arg_7))

    # Tag the version
    _shell('git tag -f -a {version} -m "Version {version}"'.format(arg_7=arg_7))

    # Update the version
    _shell(
        'sed -i.bak "s/^__version__ = .*/__version__ = {version!r}/" */version.py'.format(
            arg_7=arg_7))

    # Create a standard distribution and a wheel
    _shell('python setup.py sdist bdist_wheel')

    # Add the updated ChangeLog and AUTHORS
    _shell('git add ChangeLog AUTHORS */version.py')

    # Start the commit message with "Merge" so that PBR will ignore it in the
    # ChangeLog. Use [skip ci] to ensure CircleCI doesn't recursively Func.
    _shell('git commit --no-verify -m "Merge autogenerated files [skip ci]"')

    # Push the distributions to PyPI.
    _pypi_push('dist')

    # Push the tag and AUTHORS / ChangeLog after successful PyPI Func
    _shell('git push --follow-tags')

    print('Deployment complete. Latest version is {version}.'.format(arg_7=arg_7))


def Func(arg_0, arg_1, arg_2, arg_3, arg_4, arg_5):
    """Record a purchase in Sailthru

    Arguments:
        sailthru_client (object): SailthruClient
        email (str): user's email address
        item (dict): Sailthru required information about the course
        purchase_incomplete (boolean): True if adding item to shopping cart
        message_id (str): Cookie used to identify marketing campaign
        options (dict): Sailthru purchase API options (e.g. template name)

    Returns:
        False if retryable error, else True
    """
    try:
        arg_6 = arg_0.purchase(arg_1, [arg_2],
                                                     incomplete=arg_3, arg_4=arg_4,
                                                     arg_5=arg_5)

        if not arg_6.is_ok():
            arg_7 = arg_6.get_error()
            logger.error("Error attempting to record purchase in Sailthru: %s", arg_7.get_message())
            return not can_retry_sailthru_request(arg_7)

    except SailthruClientError as exc:
        logger.exception("Exception attempting to record purchase for %s in Sailthru - %s", arg_1, text_type(exc))
        return False

    return True


def Func(arg_0, arg_1, arg_2, arg_3, arg_4):
    """Get course information using the Sailthru content api or from cache.

    If there is an error, just return with an empty response.

    Arguments:
        course_id (str): course key of the course
        course_url (str): LMS url for course info page.
        sailthru_client (object): SailthruClient
        site_code (str): site code
        config (dict): config options

    Returns:
        course information from Sailthru
    """
    # check cache first
    arg_5 = "{}:{}".format(arg_3, arg_1)
    arg_6 = cache.get(arg_5)
    if not arg_6:
        try:
            arg_7 = arg_2.api_get("content", {"id": arg_1})
            if not arg_7.is_ok():
                arg_6 = {}
            else:
                arg_6 = arg_7.json
                cache.set(arg_5, arg_6, arg_4.get('SAILTHRU_CACHE_TTL_SECONDS'))

        except SailthruClientError:
            arg_6 = {}

        if not arg_6:
            logger.error('Could not get course data from Sailthru on enroll/purchase event. '
                         'Calling Ecommerce Course API to get course info for enrollment confirmation email')
            arg_6 = Func_from_ecommerce(arg_0, arg_3=arg_3)
            if arg_6:
                cache.set(arg_5, arg_6, arg_4.get('SAILTHRU_CACHE_TTL_SECONDS'))

    return arg_6


def Func(arg_0, arg_1=None):
    """
    Get course information using the Ecommerce course api.

    In case of error returns empty response.
    Arguments:
        course_id (str): course key of the course
        site_code (str): site code

    Returns:
        course information from Ecommerce
    """
    arg_2 = get_ecommerce_client(arg_1=arg_1)
    try:
        arg_3 = arg_2.courses(arg_0).get()
    except Exception:  # pylint: disable=broad-except
        logger.exception(
            'An error occurred while retrieving data for course run [%s] from the Catalog API.',
            arg_0,
            exc_info=True
        )
        return {}

    return {
        'title': arg_3.get('name'),
        'verification_deadline': arg_3.get('verification_deadline')
    }


def Func(arg_0, arg_1, arg_2, arg_3, arg_4, arg_5, arg_6, arg_7=None):
    """ Sends the course refund email.

    Args:
        self: Ignore.
        email (str): Recipient's email address.
        refund_id (int): ID of the refund that initiated this task.
        amount (str): Formatted amount of the refund.
        course_name (str): Name of the course for which payment was refunded.
        order_number (str): Order number of the order that was refunded.
        order_url (str): Receipt URL of the refunded order.
        site_code (str): Identifier of the site sending the email.
    """
    arg_8 = get_sailthru_configuration(arg_7)

    try:
        arg_9 = get_sailthru_client(arg_7)
    except SailthruError:
        # NOTE: We rely on the function to log the error for us
        return

    arg_10 = {
        'amount': arg_3,
        'course_name': arg_4,
        'order_number': arg_5,
        'order_url': arg_6,
    }

    try:
        arg_11 = arg_9.send(
            template=arg_8['templates']['course_refund'],
            arg_1=arg_1,
            _vars=arg_10
        )
    except SailthruClientError:
        logger.exception(
            'A client error occurred while attempting to send a course refund notification for refund [%d].',
            arg_2
        )
        return

    if arg_11.is_ok():
        logger.info('Course refund notification sent for refund %d.', arg_2)
    else:
        arg_12 = arg_11.get_error()
        logger.error(
            'An error occurred while attempting to send a course refund notification for refund [%d]: %d - %s',
            arg_2, arg_12.get_error_code(), arg_12.get_message()
        )

        if can_retry_sailthru_request(arg_12):
            logger.info(
                'An attempt will be made again to send a course refund notification for refund [%d].',
                arg_2
            )
            schedule_retry(arg_0, arg_8)
        else:
            logger.warning(
                'No further attempts will be made to send a course refund notification for refund [%d].',
                arg_2
            )


def Func(arg_0, arg_1, arg_2, arg_3, arg_4, arg_5):
    """Handles sending offer assignment notification emails and retrying failed emails when appropriate."""
    try:
        arg_6 = get_sailthru_client(arg_4)
    except SailthruError:
        logger.exception(
            '[Offer Assignment] A client error occurred while attempting to send a offer assignment notification.'
            ' Message: {message}'.format(message=arg_3)
        )
        return None
    arg_7 = {
        'subject': arg_2,
        'email_body': arg_3,
    }
    try:
        arg_8 = arg_6.send(
            template=arg_0['templates']['assignment_email'],
            email=arg_1,
            _vars=arg_7
        )
    except SailthruClientError:
        logger.exception(
            '[Offer Assignment] A client error occurred while attempting to send a offer assignment notification.'
            ' Message: {message}'.format(message=arg_3)
        )
        return None

    if not arg_8.is_ok():
        arg_9 = arg_8.get_error()
        logger.error(
            '[Offer Assignment] A {token_error_code} - {token_error_message} error occurred'
            ' while attempting to send a offer assignment notification.'
            ' Message: {message}'.format(
                message=arg_3,
                token_error_code=arg_9.get_error_code(),
                token_error_message=arg_9.get_message()
            )
        )
        if can_retry_sailthru_request(arg_9):
            logger.info(
                '[Offer Assignment] An attempt will be made to resend the offer assignment notification.'
                ' Message: {message}'.format(message=arg_3)
            )
            schedule_retry(arg_5, arg_0)
        else:
            logger.warning(
                '[Offer Assignment] No further attempts will be made to send the offer assignment notification.'
                ' Failed Message: {message}'.format(message=arg_3)
            )

    return arg_8


def Func(arg_0='/var/tmp',
                      arg_1='no_env',
                      arg_2='edx.log',
                      arg_3=False,
                      arg_4=False,
                      arg_5='INFO',
                      arg_6='ecomworker'):

    """
    Returns a dictionary containing logging configuration.

    If dev_env is True, logging will not be done via local rsyslogd.
    Instead, application logs will be dropped into log_dir. 'edx_filename'
    is ignored unless dev_env is True.
    """
    # Revert to INFO if an invalid string is passed in
    if arg_5 not in ['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']:
        arg_5 = 'INFO'

    arg_7 = platform.node().split('.')[0]
    arg_8 = (
        '[service_variant={service_variant}]'
        '[%(name)s][env:{logging_env}] %(levelname)s '
        '[{hostname}  %(process)d] [%(filename)s:%(lineno)d] '
        '- %(message)s'
    ).format(
        arg_6=arg_6,
        arg_1=arg_1, arg_7=arg_7
    )

    if arg_4:
        arg_9 = ['console']
    else:
        arg_9 = ['local']

    arg_10 = {
        'version': 1,
        'disable_existing_loggers': False,
        'formatters': {
            'standard': {
                'format': '%(asctime)s %(levelname)s %(process)d '
                          '[%(name)s] %(filename)s:%(lineno)d - %(message)s',
            },
            'syslog_format': {'format': arg_8},
            'raw': {'format': '%(message)s'},
        },
        'handlers': {
            'console': {
                'level': 'DEBUG' if arg_4 else 'INFO',
                'class': 'logging.StreamHandler',
                'formatter': 'standard',
                'stream': sys.stdout,
            },
        },
        'loggers': {
            'requests': {
                'handlers': arg_9,
                'level': 'WARNING',
                'propagate': True
            },
            '': {
                'handlers': arg_9,
                'level': 'DEBUG',
                'propagate': False
            },
        }
    }

    if arg_3:
        arg_11 = os.path.join(arg_0, arg_2)
        arg_10['handlers'].update({
            'local': {
                'class': 'logging.handlers.RotatingFileHandler',
                'level': arg_5,
                'formatter': 'standard',
                'filename': arg_11,
                'maxBytes': 1024 * 1024 * 2,
                'backupCount': 5,
            },
        })
    else:
        arg_10['handlers'].update({
            'local': {
                'level': arg_5,
                'class': 'logging.handlers.SysLogHandler',
                # Use a different address for Mac OS X
                'address': '/var/run/syslog' if sys.platform == 'darwin' else '/dev/log',
                'formatter': 'syslog_format',
                'facility': SysLogHandler.LOG_LOCAL0,
            },
        })

    return arg_10


def Func(arg_0, arg_1, arg_2, arg_3):
    """
    Retry with exponential backoff until fulfillment
    succeeds or the retry limit is reached. If the retry limit is exceeded,
    the exception is re-raised.
    """
    arg_4 = arg_0.request.retries
    if arg_4 == arg_2:
        logger.exception('Fulfillment of order [%s] failed. Giving up.', arg_3)
    else:
        logger.warning('Fulfillment of order [%s] failed. Retrying.', arg_3)

    arg_5 = 2 ** arg_4
    raise arg_0.retry(exc=arg_1, arg_5=arg_5, max_retries=arg_2)


def Func(arg_0, arg_1, arg_2=None, arg_3=False):
    """Fulfills an order.

    Arguments:
        order_number (str): Order number indicating which order to fulfill.

    Returns:
        None
    """
    arg_4 = get_configuration('MAX_FULFILLMENT_RETRIES', arg_2=arg_2)
    arg_5 = get_ecommerce_client(arg_2=arg_2)
    try:
        logger.info('Requesting fulfillment of order [%s].', arg_1)
        arg_5.orders(arg_1).fulfill.put(arg_3=arg_3)
    except exceptions.HttpClientError as exc:
        arg_6 = exc.response.status_code  # pylint: disable=no-member
        if arg_6 == 406:
            # The order is not fulfillable. Therefore, it must be complete.
            logger.info('Order [%s] has already been fulfilled. Ignoring.', arg_1)
            raise Ignore()
        else:
            # Unknown client error. Let's retry to resolve it.
            logger.warning(
                'Fulfillment of order [%s] failed because of HttpClientError. Retrying',
                arg_1,
                exc_info=True
            )
            _retry_order(arg_0, exc, arg_4, arg_1)

    except (exceptions.HttpServerError, exceptions.Timeout, SSLError) as exc:
        # Fulfillment failed, retry
        _retry_order(arg_0, exc, arg_4, arg_1)


def Func(arg_0):
    """
    Returns a Sailthru client for the specified site.

    Args:
        site_code (str): Site for which the client should be configured.

    Returns:
        SailthruClient

    Raises:
        SailthruNotEnabled: If Sailthru is not enabled for the specified site.
        ConfigurationError: If either the Sailthru API key or secret are not set for the site.
    """
    # Get configuration
    arg_1 = get_sailthru_configuration(arg_0)

    # Return if Sailthru integration disabled
    if not arg_1.get('SAILTHRU_ENABLE'):
        arg_2 = 'Sailthru is not enabled for site {}'.format(arg_0)
        log.debug(arg_2)
        raise SailthruNotEnabled(arg_2)

    # Make sure key and secret configured
    arg_3 = arg_1.get('SAILTHRU_KEY')
    arg_4 = arg_1.get('SAILTHRU_SECRET')

    if not (arg_3 and arg_4):
        arg_2 = 'Both key and secret are required for site {}'.format(arg_0)
        log.error(arg_2)
        raise ConfigurationError(arg_2)

    return SailthruClient(arg_3, arg_4)


def Func(arg_0, arg_1):
        """Get an object from the cache

        Arguments:
            key (str): Cache key

        Returns:
            Cached object
        """
        lock.acquire()
        try:
            if arg_1 not in arg_0:
                return None

            arg_2 = time.time()
            if arg_0[arg_1].expire > arg_2:
                return arg_0[arg_1].value

            # expired key, clean out all expired keys
            arg_3 = []
            for arg_4, arg_5 in arg_0.items():
                if arg_5.expire <= arg_2:
                    arg_3.append(arg_4)
            for arg_4 in arg_3:
                del arg_0[arg_4]

            return None
        finally:
            lock.release()


def Func(arg_0, arg_1, arg_2, arg_3):
        """Save an object in the cache

        Arguments:
            key (str): Cache key
            value (object): object to cache
            duration (int): time in seconds to keep object in cache

        """
        lock.acquire()
        try:
            arg_0[arg_1] = CacheObject(arg_2, arg_3)
        finally:
            lock.release()


def Func(arg_0, arg_1=None):
    """
    Get a value from configuration.

    Retrieves the value corresponding to the given variable from the configuration module
    currently in use by the app.  Specify a site_code value to check for a site-specific override.

    Arguments:
        variable (str): The name of a variable from the configuration module.

    Keyword Arguments:
        site_code (str): The SITE_OVERRIDES key to inspect for site-specific values

    Returns:
        The value corresponding to the variable, or None if the variable is not found.
    """
    arg_2 = os.environ.get(CONFIGURATION_MODULE)

    # __import__ performs a full import, but only returns the top-level
    # package, not the targeted module. sys.modules is a dictionary
    # mapping module names to loaded modules.
    __import__(arg_2)
    arg_3 = sys.modules[arg_2]

    # Locate the setting in the specified module, then attempt to apply a site-specific override
    arg_4 = getattr(arg_3, arg_0, None)
    arg_5 = getattr(arg_3, 'SITE_OVERRIDES', None)
    if arg_5 and arg_1 is not None:
        arg_6 = arg_5.get(arg_1)
        if arg_6:
            arg_7 = arg_6.get(arg_0)
            if arg_7:
                arg_4 = arg_7

    if arg_4 is None:
        raise RuntimeError('Worker is improperly configured: {} is unset in {}.'.format(arg_0, arg_3))
    return arg_4


def Func(arg_0):
    """
    Get the name of the file containing configuration overrides
    from the provided environment variable.
    """
    arg_1 = os.environ.get(arg_0)

    if arg_1 is None:
        arg_2 = 'Please set the {} environment variable.'.format(arg_0)
        raise EnvironmentError(arg_2)

    return arg_1


def Func(arg_0):
		"""
		Finds .DS_Store files into path
		"""
		arg_1 = ".DS_Store"
		arg_2 = "find {path} -type f -name \"{filename}\" ".format(path = arg_0.path, arg_1 = arg_1)
		arg_3 = CommandHelper(arg_2)
		arg_3.execute()
		arg_4 = arg_3.output.split("\n")
		for arg_5 in arg_4:
			if not arg_5.endswith(arg_1):
				continue

			# Ignore paths excluded
			arg_6 = arg_5.replace(arg_0.path, "")
			if arg_6.startswith(tuple(arg_0.CONFIG['exclude_paths'])):
				continue

			arg_7 = Issue()
			arg_7.name = "File .DS_Store detected"
			arg_7.potential = False
			arg_7.severity = Issue.SEVERITY_LOW

			# Get only relative path
			arg_7.file = arg_6

			arg_0.saveIssue(arg_7)


def Func(arg_0):
		"""
		Method executed dynamically by framework. This method will do a http request to
		endpoint setted into config file with the issues and other data.
		"""
		arg_1 = {}
		if bool(arg_0.config['use_proxy']):
			arg_1['proxies'] = {"http": arg_0.config['proxy'], "https": arg_0.config['proxy']}

		arg_1["url"] = arg_0.config['url']
		arg_1["data"] = {"issues": json.dumps(map(lambda x: x.__todict__(), arg_0.issues))}

		if 'get' == arg_0.config['method'].lower():
			requests.get(**arg_1)
		else:
			requests.post(**arg_1)


def Func(arg_0, arg_1):
		"""
		Parse the config values

		Args:
			value (dict): Dictionary which contains the checker config

		Returns:
			dict: The checker config with parsed values
		"""
		if 'enabled' in arg_1:
			arg_1['enabled'] = bool(arg_1['enabled'])

		if 'exclude_paths' in arg_1:
			arg_1['exclude_paths'] = [n.strip() for n in ast.literal_eval(arg_1['exclude_paths'])]

		return arg_1


def Func(arg_0):
		"""
		Get the OS name. If OS is linux, returns the Linux distribution name

		Returns:
			str: OS name
		"""
		arg_1 = platform.system()
		if arg_1 in [arg_0.__class__.OS_WINDOWS, arg_0.__class__.OS_MAC, arg_0.__class__.OS_LINUX]:
			if arg_1 == arg_0.__class__.OS_LINUX:
				arg_2 = platform.linux_distribution()[0]
				if arg_2.lower() == arg_0.__class__.OS_UBUNTU.lower():
					return arg_0.__class__.OS_UBUNTU
				elif arg_2.lower() == arg_0.__class__.OS_DEBIAN.lower():
					return arg_0.__class__.OS_DEBIAN
				elif arg_2.lower() == arg_0.__class__.OS_CENTOS.lower():
					return arg_0.__class__.OS_CENTOS
				elif arg_2.lower() == arg_0.__class__.OS_REDHAT.lower():
					return arg_0.__class__.OS_REDHAT
				elif arg_2.lower() == arg_0.__class__.OS_KALI.lower():
					return arg_0.__class__.OS_KALI
			return arg_1
		else:
			return None


def Func(arg_0, arg_1 = True):
		"""
		Executes the command setted into class

		Args:
			shell (boolean): Set True if command is a shell command. Default: True
		"""
		arg_2 = Popen(arg_0.command, stdout=PIPE, stderr=PIPE, arg_1=arg_1)
		arg_0.output, arg_0.errors = arg_2.communicate()


def Func(arg_0, arg_1=None, arg_2=None):
		"""
		Print a message if the class attribute 'verbose' is enabled

		Args:
			message (str): Message to print
		"""
		if arg_2 is None:
			arg_2 = []
		if arg_1 is not None:
			print colored(arg_0, arg_1, arg_2=arg_2)
		else:
			if len(arg_2) > 0:
				print colored(arg_0, "white", arg_2=arg_2)
			else:
				print arg_0


def Func():
		"""
			Creates required directories and copy checkers and reports.
		"""

		# # Check if dir is writable
		# if not os.access(AtomShieldsScanner.HOME, os.W_OK):
		# 	AtomShieldsScanner.HOME = os.path.expanduser("~/.atomshields")
		# 	AtomShieldsScanner.CHECKERS_DIR = os.path.join(AtomShieldsScanner.HOME, "checkers")
		# 	AtomShieldsScanner.REPORTS_DIR = os.path.join(AtomShieldsScanner.HOME, "reports")

		if not os.path.isdir(AtomShieldsScanner.CHECKERS_DIR):
			os.makedirs(AtomShieldsScanner.CHECKERS_DIR)
		if not os.path.isdir(AtomShieldsScanner.REPORTS_DIR):
			os.makedirs(AtomShieldsScanner.REPORTS_DIR)

		# Copy all checkers
		for arg_0 in AtomShieldsScanner._getFiles(os.path.join(os.path.dirname(os.path.realpath(__file__)), "checkers"), "*.py"):
			AtomShieldsScanner.installChecker(arg_0)
		# Copy all reports
		for arg_0 in AtomShieldsScanner._getFiles(os.path.join(os.path.dirname(os.path.realpath(__file__)), "reports"), "*.py"):
			AtomShieldsScanner.installReport(arg_0)

		AtomShieldsScanner._executeMassiveMethod(path=AtomShieldsScanner.CHECKERS_DIR, method="install", args={})

		arg_1 = os.path.dirname(AtomShieldsScanner.CONFIG_PATH)
		if not os.path.isdir(arg_1):
			os.makedirs(arg_1)


def Func(arg_0, arg_1, arg_2):
		"""
		Writes a section for a plugin.

		Args:
			instance (object): Class instance for plugin
			config (object): Object (ConfigParser) which the current config
			parent_section (str): Parent section for plugin. Usually 'checkers' or 'reports'
		"""
		try:
			arg_3 = "{p}/{n}".format(p = arg_2, n=arg_0.NAME.lower())
			arg_1.add_section(arg_3)
			for arg_4 in arg_0.CONFIG.keys():
				arg_1.set(arg_3, arg_4, arg_0.CONFIG[arg_4])
		except Exception as e:
			print "[!] %s" % e


def Func(arg_0, arg_1=None):
		"""
		Returns a class instance from a .py file.

		Args:
			path (str): Absolute path to .py file
			args (dict): Arguments passed via class constructor

		Returns:
			object: Class instance or None
		"""
		if not arg_0.endswith(".py"):
			return None

		if arg_1 is None:
			arg_1 = {}

		arg_2 = AtomShieldsScanner._getClassName(arg_0)
		arg_3 = os.path.basename(arg_0).replace(".py", "")
		sys.path.append(os.path.dirname(arg_0))
		try:
			arg_4 = __import__(arg_3, globals(), locals(), [arg_2], -1)
			arg_5 = getattr(arg_4, arg_2)
			arg_6 = arg_5(**arg_1)
		except Exception as e:
			AtomShieldsScanner._debug("[!] %s" % e)
			return None
		finally:
			sys.path.remove(os.path.dirname(arg_0))
		return arg_6


def Func(arg_0, arg_1, arg_2=None, arg_3 = None):
		"""
		Execute an specific method for each class instance located in path

		Args:
			path (str): Absolute path which contains the .py files
			method (str): Method to execute into class instance

		Returns:
			dict: Dictionary which contains the response for every class instance.
				  The dictionary keys are the value of 'NAME' class variable.
		"""
		arg_4 = {}

		if arg_2 is None:
			arg_2 = {}

		if arg_3 is None:
			arg_3 = {}

		sys.path.append(arg_0)
		arg_5 = ["__init__.py", "base.py"]
		for arg_6 in AtomShieldsScanner._getFiles(arg_0, "*.py", arg_5=arg_5):
			try:
				arg_7 = AtomShieldsScanner._getClassInstance(arg_0 = arg_6, arg_2 = arg_3)
				if arg_7 is not None:
					if callable(arg_1):
						arg_2["instance"] = arg_7
						arg_8 = arg_1(**arg_2)
						arg_4[arg_7.__class__.NAME] = arg_8
					else:
						if hasattr(arg_7, arg_1):
							arg_8 = getattr(arg_7, arg_1)(**arg_2)
							arg_4[arg_7.__class__.NAME] = arg_8
						else:
							continue

			except Exception as e:
				AtomShieldsScanner._debug("[!] %s" % e)
		sys.path.remove(arg_0)
		return arg_4


def Func():
		"""
		Install all the dependences
		"""
		arg_0 = CommandHelper()
		arg_0.Func("npm")

		arg_0 = CommandHelper()
		arg_0.Func("nodejs-legacy")

		# Install retre with npm
		arg_0 = CommandHelper()
		arg_0.command = "npm Func -g retire"
		arg_0.execute()

		if arg_0.errors:
			from termcolor import colored
			print colored(arg_0.errors, "red")
		else:
			print arg_0.output


def Func(arg_0, arg_1):
		"""
		Setter for 'Func' property

		Args:
			value (bool): True if a Func is required. False else

		"""
		if arg_1:
			arg_0._Func = True
		else:
			arg_0._Func = False


def Func(arg_0):
    """
    Finds the value depending in current eplus version.

    Parameters
    ----------
    d: dict
        {(0, 0): value, (x, x): value, ...}
        for current version (cv), current value is the value of version v such as v <= cv < v+1
    """
    from oplus import CONF  # touchy import

    arg_1 = CONF.eplus_version[:2]
    for arg_2, arg_3 in sorted(arg_0.items(), reverse=True):
        if arg_1 >= arg_2:
            return arg_3


def Func(arg_0):
        """
        if _Func is defined => _Func
        else most recent eplus available version
        """
        # check energy plus is installed
        if len(arg_0.eplus_available_versions) == 0:
            raise RuntimeError("Energy plus is not install, can't use oplus package.")

        # see if version is defined
        if arg_0._Func is not None:
            return arg_0._Func

        # return most recent version
        return sorted(arg_0.eplus_available_versions.keys(), reverse=True)[0]


def Func(arg_0, arg_1):
        """
        !! Must only be called once, when empty !!
        """

        # workflow
        # --------
        # (methods belonging to create/update/delete framework:
        #     epm.Func, table.batch_add, record.update, queryset.delete, record.delete)
        # 1. add inert
        #     * data is checked
        #     * old links are unregistered
        #     * record is stored in table (=> pk uniqueness is checked)
        # 2. activate: hooks, links, external files

        # manage comment if any
        arg_2 = arg_1.pop("_comment", None)
        if arg_2 is not None:
            arg_0._comment = arg_2

        # populate external files
        arg_4 = arg_1.pop("_external_files", dict())
        arg_0._dev_external_files_manager.populate_from_json_data(arg_4)

        # manage records
        arg_5 = []
        for arg_6, arg_7 in arg_1.items():
            # find table
            arg_8 = getattr(arg_0, arg_6)

            # create record (inert)
            arg_9 = arg_8._dev_add_inert(arg_7)

            # add records (inert)
            arg_5.extend(arg_9)

        # activate hooks
        for arg_10 in arg_5:
            arg_10._dev_activate_hooks()

        # activate links and external files
        for arg_10 in arg_5:
            arg_10._dev_activate_links()
            arg_10._dev_activate_external_files()


def Func(arg_0):
        """
        An external file manages file paths.
        """
        arg_1 = []
        for arg_2 in arg_0._tables.values():
            for arg_3 in arg_2:
                arg_1.extend([arg_4 for arg_4 in arg_3.Func()])
        return arg_1


def Func(arg_0):
        """
        All fields of Epm with a default value and that are null will be set to their default value.
        """
        for arg_1 in arg_0._tables.values():
            for arg_2 in arg_1:
                arg_2.Func()


def Func(arg_0):
        """
        This function finishes initialization, must be called once all field descriptors and tag have been filled.
        """
        # see if extensible and store cycle len
        for arg_1 in arg_0._tags:
            if "extensible" in arg_1:
                cycle_len = int(arg_1.split(":")[1])
                break
        else:
            # not extensible
            return

        # find cycle start and prepare patterns
        arg_2 = None
        arg_3 = []
        for arg_4, arg_5 in enumerate(arg_0._field_descriptors):
            # quit if finished
            if (arg_2 is not None) and (arg_4 >= (arg_2 + cycle_len)):
                break

            # set cycle start if not set yet
            if (arg_2 is None) and ("begin-extensible" in arg_5.tags):
                arg_2 = arg_4

            # leave if cycle start not reached yet
            if arg_2 is None:
                continue

            # store pattern
            arg_3.append(arg_5.ref.replace("1", r"(\d+)"))
        else:
            raise RuntimeError("cycle start not found")

        # detach unnecessary field descriptors
        arg_0._field_descriptors = arg_0._field_descriptors[:arg_2 + cycle_len]

        # store cycle info
        arg_0.extensible_info = (arg_2, cycle_len, tuple(arg_3))

        # set field descriptor cycle_start index (for error messages while serialization)
        for arg_4, arg_8 in enumerate(arg_0._field_descriptors[arg_2:]):
            arg_8.set_extensible_info(arg_2, cycle_len, arg_3[arg_4])


def Func(arg_0, arg_1):
        """
        manages extensible names
        """
        arg_2 = arg_0.get_field_descriptor(arg_1)
        if arg_0.extensible_info is None:
            return arg_2.name
        arg_3, arg_4, arg_5 = arg_0.extensible_info
        arg_6 = (arg_1 - arg_3) // arg_4
        return None if arg_2.name is None else arg_2.name.replace("1", str(arg_6))


def Func(arg_0):
        """
        we calculate on the fly to avoid managing registrations and un-registrations

        Returns
        -------
        {ref: short_ref, ...
        """
        arg_1 = dict()  # naive_short_ref: {refs, ...}
        for arg_2 in arg_0._external_files:
            if arg_2.naive_short_ref not in arg_1:
                arg_1[arg_2.naive_short_ref] = set()
            arg_1[arg_2.naive_short_ref].add(arg_2.ref)

        Func = dict()
        for arg_3, arg_5 in arg_1.items():
            if len(arg_5) == 1:
                Func[arg_5.pop()] = arg_3
                continue
            arg_7, arg_8 = os.path.splitext(arg_3)
            for arg_9, arg_10 in enumerate(sorted(arg_5)):
                Func[arg_10] = f"{base}-{i}.{ext}"

        return Func


def Func(arg_0, arg_1=None, **arg_2):
        """
        Updates simultaneously all given fields.

        Parameters
        ----------
        data: dictionary containing field lowercase names or index as keys, and field values as values (dict syntax)
        or_data: keyword arguments containing field names as keys (kwargs syntax)
        """

        # workflow
        # --------
        # (methods belonging to create/Func/delete framework:
        #     epm._dev_populate_from_json_data, table.batch_add, record.Func, queryset.delete, record.delete)
        # 1. add inert
        #     * data is checked
        #     * old links are unregistered
        #     * record is stored in table (=> pk uniqueness is checked)
        # 2. activate: hooks, links, external files

        arg_1 = arg_2 if arg_1 is None else arg_1

        arg_0._Func_inert(arg_1)

        arg_0._dev_activate_hooks()
        arg_0._dev_activate_links()
        arg_0._dev_activate_external_files()


def Func(arg_0):
        """
        sets all empty fields for which a default value is defined to default value
        """
        arg_1 = {}
        for arg_2 in range(len(arg_0)):
            if arg_2 in arg_0._data:
                continue
            arg_3 = arg_0.get_field_descriptor(arg_2).tags.get("default", [None])[0]
            if arg_3 is not None:
                arg_1[arg_2] = arg_3

        arg_0.update(arg_1)


def Func(arg_0, *arg_1):
        """
        This method only works for extensible fields. It allows to add values without precising their fields' names
        or indexes.

        Parameters
        ----------
        args: field values
        """
        if not arg_0.is_extensible():
            raise TypeError("Can't use Func on a non extensible record.")

        # prepare update data
        arg_2 = len(arg_0)
        arg_3 = dict([(arg_2 + i, arg_1[i]) for i in range(len(arg_1))])

        # update
        arg_0.update(arg_3)


def Func(arg_0, arg_1=None):
        """
        This method only works for extensible fields. It allows to remove a value and shift all other values to fill
        the gap.

        Parameters
        ----------
        index: int, default None
            index of field to remove.

        Returns
        -------
        serialize value of Funcped field
        """
        # prepare index (will check for extensible)
        arg_1 = arg_0._prepare_Func_insert_index(arg_1=arg_1)

        # get extensible info
        arg_2, arg_3, arg_4 = arg_0.get_extensible_info()

        # remove extensible fields
        arg_5 = arg_0.clear_extensible_fields()

        # Func
        arg_6 = arg_5.Func(arg_1-arg_2)

        # add remaining
        arg_0.add_fields(*arg_5)

        return arg_6


def Func(arg_0):
        """
        Deletes record, and removes it from database.
        """
        # workflow
        # --------
        # (methods belonging to create/update/Func framework:
        #     epm._dev_populate_from_json_data, table.batch_add, record.update, queryset.Func, record.Func)
        # 1. unregister: links, hooks and external files
        # 3. remove from table without unregistering

        # unregister links
        arg_0._unregister_links()

        # unregister hooks
        arg_0._unregister_hooks()

        # unregister external files
        arg_0._unregister_external_files()

        # tell table to remove without unregistering
        arg_0.get_table()._dev_remove_record_without_unregistering(arg_0)

        # make stale
        arg_0._table = None
        arg_0._data = None


def Func(arg_0, arg_1):
        """
        target record must have been set
        """
        for arg_2 in arg_1.keys:
            if arg_2 in arg_0._record_hooks:
                arg_3 = arg_1.target_record.get_field_descriptor(arg_1.target_index)
                raise FieldValidationError(
                    f"Reference key already exists, can't create: {key}. "
                    f"{field_descriptor.get_error_location_message(hook.target_value, hook.target_index)}"
                )
            arg_0._record_hooks[arg_2] = arg_1


def Func(arg_0, arg_1=None, arg_2=True):
    """ Shortcut method for Functing a setting value.

        :param str name: Setting key name.
        :param default: Default value of setting if it's not explicitly
                        set. Defaults to `None`
        :param bool allow_default: If true, use the parameter default as
                        default if the key is not set, else raise
                        :exc:`KeyError`.  Defaults to `None`
        :raises: :exc:`KeyError` if allow_default is false and the setting is
                 not set.
    """
    return Config().Func(arg_0, arg_1, arg_2=arg_2)


def Func(arg_0, arg_1):
    """
    Try to get `key` from the environment.

    This mutates `key` to replace dots with underscores and makes it all
    uppercase.

        my.database.host => MY_DATABASE_HOST

    """
    arg_2 = arg_0.upper().replace('.', '_')
    return os.environ.get(arg_2, arg_1)


def Func(arg_0, arg_1, arg_2, arg_3=True):
        """ Return a setting value.

            :param str name: Setting key name.
            :param default: Default value of setting if it's not explicitly
                            set.
            :param bool allow_default: If true, use the parameter default as
                            default if the key is not set, else raise
                            :exc:`LookupError`
            :raises: :exc:`LookupError` if allow_default is false and the setting is
                     not set.
        """
        if not arg_0.settings.Func('pyconfig.case_sensitive', False):
            arg_1 = arg_1.lower()
        if arg_1 not in arg_0.settings:
            if not arg_3:
                raise LookupError('No setting "{name}"'.format(arg_1=arg_1))
            arg_0.settings[arg_1] = arg_2
        return arg_0.settings[arg_1]


def Func(arg_0, arg_1=None, arg_2=None):
        """
        Return a dictionary of settings Funced from etcd.

        """
        arg_1 = arg_1 or arg_0.prefix
        arg_1 = '/' + arg_1.strip('/') + '/'
        if arg_2 is None:
            arg_2 = arg_0.inherit_depth

        if not arg_0.configured:
            log.debug("etcd not available")
            return

        if arg_0.watching:
            log.info("Starting watcher for %r", arg_1)
            arg_0.start_watching()

        log.info("Loading from etcd %r", arg_1)
        try:
            arg_3 = arg_0.client.get(arg_1)
        except arg_0.module.EtcdKeyNotFound:
            arg_3 = None
        if not arg_3:
            log.info("No configuration found")
            return {}

        # Iterate over the returned keys from etcd
        arg_4 = {}
        for arg_5 in arg_3.children:
            arg_6 = arg_5.key
            arg_7 = arg_5.value
            # Try to parse them as JSON strings, just in case it works
            try:
                arg_7 = pytool.json.from_json(arg_7)
            except:
                pass

            # Make the key lower-case if we're not case-sensitive
            if not arg_0.case_sensitive:
                arg_6 = arg_6.lower()

            # Strip off the prefix that we're using
            if arg_6.startswith(arg_1):
                arg_6 = arg_6[len(arg_1):]

            # Store the key/value to update the config
            arg_4[arg_6] = arg_7

        # Access cached settings directly to avoid recursion
        arg_8 = Config().settings.get(arg_0.inherit_key,
                arg_4.get(arg_0.inherit_key, None))
        if arg_2 > 0 and arg_8:
            log.info("    ... inheriting ...")
            arg_8 = arg_0.Func(arg_8, arg_2 - 1) or {}
            arg_8.update(arg_4)
            arg_4 = arg_8

        return arg_4


def Func(arg_0):
        """
        Return a etcd watching generator which yields events as they happen.

        """
        if not arg_0.watching:
            raise StopIteration()
        return arg_0.client.eternal_watch(arg_0.prefix, recursive=True)


def Func(arg_0, arg_1):
        """
        Return hosts parsed into a tuple of tuples.

        :param hosts: String or list of hosts

        """
        # Default host
        if arg_1 is None:
            return

        # If it's a string, we allow comma separated strings
        if isinstance(arg_1, six.string_types):
            # Split comma-separated list
            arg_1 = [host.strip() for host in arg_1.split(',')]
            # Split host and port
            arg_1 = [host.split(':') for host in arg_1]
            # Coerce ports to int
            arg_1 = [(host[0], int(host[1])) for host in arg_1]

        # The python-etcd client explicitly checks for a tuple type
        return tuple(arg_1)


def Func(arg_0):
    """
    Handles the -m argument.

    """
    arg_1 = _get_module_filename(arg_0.module)
    if not arg_1:
        _error("Could not load module or package: %r", arg_0.module)
    elif isinstance(arg_1, Unparseable):
        _error("Could not determine module source: %r", arg_0.module)

    _parse_and_output(arg_1, arg_0)


def Func(arg_0, arg_1):
    """
    Outputs `calls`.

    :param calls: List of :class:`_PyconfigCall` instances
    :param args: :class:`~argparse.ArgumentParser` instance
    :type calls: list
    :type args: argparse.ArgumentParser

    """
    # Sort the keys appropriately
    if arg_1.natural_sort or arg_1.source:
        arg_0 = sorted(arg_0, key=lambda c: (c.filename, c.lineno))
    else:
        arg_0 = sorted(arg_0, key=lambda c: c.key)

    arg_2 = []

    # Handle displaying only the list of keys
    if arg_1.only_keys:
        arg_3 = set()
        for arg_4 in arg_0:
            if arg_4.key in arg_3:
                continue
            arg_2.append(_format_call(arg_4, arg_1))
            arg_3.add(arg_4.key)

        arg_2 = '\n'.join(arg_2)
        if arg_1.color:
            arg_2 = _colorize(arg_2)
        print(arg_2, end=' ')

        # We're done here
        return

    # Build a list of keys which have default values available, so that we can
    # toggle between displaying only those keys with defaults and all keys
    arg_3 = set()
    for arg_4 in arg_0:
        if arg_4.default:
            arg_3.add(arg_4.key)

    for arg_4 in arg_0:
        if not arg_1.all and not arg_4.default and arg_4.key in arg_3:
            continue
        arg_2.append(_format_call(arg_4, arg_1))

    arg_2 = '\n'.join(arg_2)
    if arg_1.color:
        arg_2 = _colorize(arg_2)
    print(arg_2, end=' ')


def Func(arg_0):
    """
    Return `output` colorized with Pygments, if available.

    """
    if not pygments:
        return arg_0
    # Available styles
    # ['monokai', 'manni', 'rrt', 'perldoc', 'borland', 'colorful', 'default',
    # 'murphy', 'vs', 'trac', 'tango', 'fruity', 'autumn', 'bw', 'emacs',
    # 'vim', 'pastie', 'friendly', 'native']
    return pygments.highlight(arg_0,
            pygments.lexers.PythonLexer(),
            pygments.formatters.Terminal256Formatter(style='monokai'))


def Func(arg_0, arg_1=None):
        """
        Return this call as if it were being assigned in a pyconfig namespace.

        If `namespace` is specified and matches the top level of this call's
        :attr:`key`, then that section of the key will be removed.

        """
        arg_2 = arg_0.key
        if arg_1 and arg_2.startswith(arg_1):
            arg_2 = arg_2[len(arg_1) + 1:]

        return "%s = %s" % (arg_0.get_key(), arg_0._default() or NotSet())


def Func(arg_0):
        """
        Return this call as if it were being assigned in a pyconfig namespace,
        but load the actual value currently available in pyconfig.

        """
        arg_1 = arg_0.get_key()
        arg_2 = pyconfig.get(arg_1)
        if arg_2:
            arg_2 = repr(arg_2)
        else:
            arg_2 = arg_0._default() or NotSet()
        return "%s = %s" % (arg_1, arg_2)


def Func(arg_0):
        """
        Return this call as it is called in its source.

        """
        arg_1 = arg_0._default()
        arg_1 = ', ' + arg_1 if arg_1 else ''
        return "pyconfig.%s(%r%s)" % (arg_0.method, arg_0.get_key(), arg_1)


def Func(arg_0):
        """
        Return the call key, even if it has to be parsed from the source.

        """
        if not isinstance(arg_0.key, Unparseable):
            return arg_0.key

        arg_1 = arg_0.source[arg_0.col_offset:]
        arg_2 = re.compile('''pyconfig\.[eginst]+\(([^,]+).*?\)''')
        arg_3 = arg_2.match(arg_1)
        if not arg_3:
            return Unparseable()

        return "<%s>" % arg_3.group(1)


def Func(arg_0):
        """
        Return only the default value, if there is one.

        """
        arg_1 = arg_0.source[arg_0.col_offset:]
        arg_2 = re.compile('''pyconfig\.[eginst]+\(['"][^)]+?['"], ?(.*?)\)''')
        arg_3 = arg_2.match(arg_1)
        if not arg_3:
            return ''

        return arg_3.group(1)


def Func(arg_0):
        """
        Return the default argument, formatted nicely.

        """
        try:
            # Check if it's iterable
            iter(arg_0.default)
        except TypeError:
            return repr(arg_0.default)

        # This is to look for unparsable values, and if we find one, we try to
        # directly parse the string
        for arg_1 in arg_0.default:
            if isinstance(arg_1, Unparseable):
                arg_2 = arg_0.Func_value_only()
                if arg_2:
                    return arg_2
        # Otherwise just make it a string and go
        return ', '.join(str(arg_1) for arg_1 in arg_0.default)


def Func(arg_0, arg_1, arg_2):
        """ Create regex and return. If error occurs returns None. """
        try:
            return re.compile(arg_0._create_intent_pattern(arg_1, arg_2),
                              re.IGNORECASE)
        except sre_constants.error as e:
            LOG.warning('Failed to parse the line "{}" '
                        'for {}'.format(arg_1, arg_2))
            return None


def Func(arg_0, arg_1):
        '''Returns the remaining duration for a recording.
        '''
        return max(0, arg_0.end - max(arg_0.start, arg_1))


def Func(arg_0, arg_1=None):
    '''Make an HTTP request to a given URL with optional parameters.
    '''
    logger.debug('Requesting URL: %s' % arg_0)
    arg_2 = bio()
    arg_3 = pycurl.Curl()
    arg_3.setopt(arg_3.URL, arg_0.encode('ascii', 'ignore'))

    # Disable HTTPS verification methods if insecure is set
    if config()['server']['insecure']:
        arg_3.setopt(arg_3.SSL_VERIFYPEER, 0)
        arg_3.setopt(arg_3.SSL_VERIFYHOST, 0)

    if config()['server']['certificate']:
        # Make sure verification methods are turned on
        arg_3.setopt(arg_3.SSL_VERIFYPEER, 1)
        arg_3.setopt(arg_3.SSL_VERIFYHOST, 2)
        # Import your certificates
        arg_3.setopt(pycurl.CAINFO, config()['server']['certificate'])

    if arg_1:
        arg_3.setopt(arg_3.HTTPPOST, arg_1)
    arg_3.setopt(arg_3.WRITEFUNCTION, arg_2.write)
    arg_3.setopt(pycurl.HTTPAUTH, pycurl.HTTPAUTH_DIGEST)
    arg_3.setopt(pycurl.USERPWD, "%s:%s" % (config()['server']['username'],
                                           config()['server']['password']))
    arg_3.setopt(arg_3.HTTPHEADER, ['X-Requested-Auth: Digest'])
    arg_3.setopt(arg_3.FAILONERROR, True)
    arg_3.setopt(arg_3.FOLLOWLOCATION, True)
    arg_3.perform()
    arg_3.close()
    arg_4 = arg_2.getvalue()
    arg_2.close()
    return arg_4


def Func(arg_0):
    '''Get available service endpoints for a given service type from the
    Opencast ServiceRegistry.
    '''
    arg_1 = '/services/available.json?serviceType=' + str(arg_0)
    arg_2 = '%s%s' % (config()['server']['url'], arg_1)
    arg_3 = http_request(arg_2).decode('utf-8')
    arg_4 = (json.loads(arg_3).get('services') or {}).get('service', [])
    arg_4 = ensurelist(arg_4)
    arg_5 = [service['host'] + service['path'] for service in arg_4
                 if service['online'] and service['active']]
    for arg_1 in arg_5:
        logger.info(u'Endpoint for %s: %s', arg_0, arg_1)
    return arg_5


def Func(arg_0):
    '''Try to create a directory. Pass without error if it already exists.
    '''
    try:
        os.mkdir(arg_0)
    except OSError as err:
        if err.errno != errno.EEXIST:
            raise err


def Func(arg_0, arg_1):
    '''Send the state of the current recording to the Matterhorn core.

    :param recording_id: ID of the current recording
    :param status: Status of the recording
    '''
    # If this is a backup CA we do not update the recording state since the
    # actual CA does that and we want to interfere.  We will just run silently
    # in the background:
    if config()['agent']['backup_mode']:
        return
    arg_2 = [('state', arg_1)]
    arg_3 = config()['service-capture.admin'][0]
    arg_3 += '/recordings/%s' % arg_0
    try:
        arg_4 = http_request(arg_3, arg_2)
        logger.info(arg_4)
    except pycurl.error as e:
        logger.warning('Could not set recording state to %s: %s' % (arg_1, e))


def Func(arg_0, arg_1):
    '''Update the status of a particular event in the database.
    '''
    arg_2 = db.get_session()
    arg_2.query(db.RecordedEvent).filter(db.RecordedEvent.start == arg_0.start)\
                               .update({'status': arg_1})
    arg_0.status = arg_1
    arg_2.commit()


def Func():
    '''Update the current agent state in opencast.
    '''
    configure_service('capture.admin')
    arg_0 = 'idle'

    # Determine reported agent state with priority list
    if get_service_status(db.Service.SCHEDULE) == db.ServiceStatus.STOPPED:
        arg_0 = 'offline'
    elif get_service_status(db.Service.CAPTURE) == db.ServiceStatus.BUSY:
        arg_0 = 'capturing'
    elif get_service_status(db.Service.INGEST) == db.ServiceStatus.BUSY:
        arg_0 = 'uploading'

    register_ca(arg_0=arg_0)


def Func(arg_0):
    '''Find the best match for the configuration file.
    '''
    if arg_0 is not None:
        return arg_0
    # If no file is explicitely specified, probe for the configuration file
    # location.
    arg_1 = './etc/pyca.conf'
    if not os.path.isfile(arg_1):
        return '/etc/pyca.conf'
    return arg_1


def Func(arg_0=None):
    '''Update configuration from file.

    :param cfgfile: Configuration file to load.
    '''
    arg_1.DEFAULT_INTERPOLATION = 'template'
    arg_0 = configuration_file(arg_0)
    arg_3 = arg_1.ConfigObj(arg_0, configspec=cfgspec, encoding='utf-8')
    arg_4 = Validator()
    arg_5 = arg_3.validate(arg_4)
    if arg_5 is not True:
        raise ValueError('Invalid configuration: %s' % arg_5)
    if len(arg_3['capture']['files']) != len(arg_3['capture']['flavors']):
        raise ValueError('List of files and flavors do not match')
    arg_6()['__config'] = arg_3
    logger_init()
    if arg_3['server'].get('url', '').endswith('/'):
        logger.warning('Base URL ends with /. This is most likely a '
                       'configuration error. The URL should contain nothing '
                       'of the service paths.')
    logger.info('Configuration loaded from %s' % arg_0)
    check()
    return arg_3


def Func():
    '''Check configuration for sanity.
    '''
    if config('server')['insecure']:
        logger.warning('HTTPS CHECKS ARE TURNED OFF. A SECURE CONNECTION IS '
                       'NOT GUARANTEED')
    if config('server')['certificate']:
        # Ensure certificate exists and is readable
        open(config('server')['certificate'], 'rb').close()
    if config('agent')['backup_mode']:
        logger.info('Agent runs in backup mode. No data will be sent to '
                    'Opencast')


def Func():
    '''Initialize logger based on configuration
    '''
    arg_0 = []
    arg_1 = config('logging')
    if arg_1['syslog']:
        arg_0.append(logging.handlers.SysLogHandler(address='/dev/log'))
    if arg_1['stderr']:
        arg_0.append(logging.StreamHandler(sys.stderr))
    if arg_1['file']:
        arg_0.append(logging.handlers.WatchedFileHandler(arg_1['file']))
    for arg_2 in arg_0:
        arg_2.setFormatter(logging.Formatter(arg_1['format']))
        logging.root.addHandler(arg_2)

    logging.root.setLevel(arg_1['level'].upper())
    logger.info('Log level set to %s' % arg_1['level'])


def Func():
    '''Serve the status page of the capture agent.
    '''
    # Get IDs of existing preview images
    arg_0 = config()['capture']['preview']
    arg_1 = config()['capture']['preview_dir']
    arg_0 = [p.replace('{{previewdir}}', arg_1) for p in arg_0]
    arg_0 = zip(arg_0, range(len(arg_0)))
    arg_0 = [p[1] for p in arg_0 if os.path.isfile(p[0])]

    # Get limits for recording table
    try:
        arg_2 = int(request.args.get('limit_upcoming', 5))
        arg_3 = int(request.args.get('limit_processed', 15))
    except ValueError:
        arg_2 = 5
        arg_3 = 15

    arg_4 = get_session()
    arg_5 = arg_4.query(UpcomingEvent)\
                        .order_by(UpcomingEvent.start)\
                        .limit(arg_2)
    arg_6 = arg_4.query(RecordedEvent)\
                        .order_by(RecordedEvent.start.desc())\
                        .limit(arg_3)
    arg_7 = get_service_status(Service.CAPTURE) == ServiceStatus.BUSY
    arg_8 = get_service_status(Service.INGEST) == ServiceStatus.BUSY
    arg_9 = arg_4.query(RecordedEvent).count()
    arg_10 = arg_4.query(UpcomingEvent).count()

    return render_template('Func.html', arg_0=arg_0, config=config(),
                           arg_6=arg_6,
                           arg_5=arg_5,
                           arg_7=arg_7, arg_8=arg_8,
                           arg_9=arg_9, arg_10=arg_10,
                           arg_2=arg_2,
                           arg_3=arg_3,
                           dtfmt=dtfmt)


def Func(arg_0):
    '''Serve the preview image with the given id
    '''
    try:
        arg_1 = config()['capture']['preview_dir']
        arg_2 = config()['capture']['preview'][arg_0]
        arg_2 = arg_2.replace('{{previewdir}}', arg_1)
        arg_2 = os.path.abspath(arg_2)
        if os.path.isfile(arg_2):
            arg_3, arg_4 = arg_2.rsplit('/', 1)
            return send_from_directory(arg_3, arg_4)
    except (IndexError, KeyError):
        pass
    return '', 404


def Func(*arg_0):
    '''Start all services.
    '''
    arg_1 = [multiprocessing.Process(target=mod.run) for mod in arg_0]
    for arg_2 in arg_1:
        arg_2.start()
    for arg_2 in arg_1:
        arg_2.join()


def Func(arg_0):
    '''Parse Opencast schedule iCalendar file and return events as dict
    '''
    arg_0 = arg_0.replace('\r\n ', '').replace('\r\n\r\n', '\r\n')
    arg_1 = arg_0.split('\r\nBEGIN:VEVENT\r\n')
    del(arg_1[0])
    arg_2 = []
    for arg_3 in arg_1:
        arg_4 = {}
        for arg_5 in arg_3.split('\r\n'):
            arg_5 = arg_5.split(':', 1)
            arg_6 = arg_5[0].lower()
            if len(arg_5) <= 1 or arg_6 == 'end':
                continue
            if arg_6.startswith('dt'):
                arg_4[arg_6] = unix_ts(dateutil.parser.parse(arg_5[1]))
                continue
            if not arg_6.startswith('attach'):
                arg_4[arg_6] = arg_5[1]
                continue
            # finally handle attachments
            arg_4['attach'] = arg_4.get('attach', [])
            arg_7 = {}
            for arg_8 in [arg_8.split('=') for arg_8 in arg_5[0].split(';')]:
                if arg_8[0].lower() in ['fmttype', 'x-apple-filename']:
                    arg_7[arg_8[0].lower()] = arg_8[1]
            arg_7['data'] = b64decode(arg_5[1]).decode('utf-8')
            arg_4['attach'].append(arg_7)
        arg_2.append(arg_4)
    return arg_2


def Func():
    '''Main loop, retrieving the schedule.
    '''
    set_service_status(Service.SCHEDULE, ServiceStatus.BUSY)
    notify.notify('READY=1')
    while not terminate():
        notify.notify('WATCHDOG=1')
        # Try getting an updated schedule
        get_schedule()
        arg_0 = get_session()
        arg_1 = arg_0.query(UpcomingEvent)\
                            .filter(UpcomingEvent.end > timestamp())\
                            .order_by(UpcomingEvent.start)\
                            .first()
        if arg_1:
            logger.info('Next scheduled recording: %s',
                        datetime.fromtimestamp(arg_1.start))
            notify.notify('STATUS=Next scheduled recording: %s' %
                          datetime.fromtimestamp(arg_1.start))
        else:
            logger.info('No scheduled recording')
            notify.notify('STATUS=No scheduled recording')
        arg_0.close()

        arg_2 = timestamp() + config()['agent']['update_frequency']
        while not terminate() and timestamp() < arg_2:
            time.sleep(0.1)

    logger.info('Shutting down schedule service')
    set_service_status(Service.SCHEDULE, ServiceStatus.STOPPED)


def Func():
    '''Main loop, updating the capture agent state.
    '''
    set_service_status(Service.AGENTSTATE, ServiceStatus.BUSY)
    notify.notify('READY=1')
    notify.notify('STATUS=Running')
    while not terminate():
        notify.notify('WATCHDOG=1')
        update_agent_state()

        arg_0 = timestamp() + config()['agent']['update_frequency']
        while not terminate() and timestamp() < arg_0:
            time.sleep(0.1)

    logger.info('Shutting down agentstate service')
    set_service_status(Service.AGENTSTATE, ServiceStatus.STOPPED)


def Func(arg_0, arg_1=500):
    ''' Return a response with a jsonapi error object
    '''
    arg_2 = {
        'errors': [{
            'status': arg_1,
            'title': arg_0
        }]
    }
    return make_response(jsonify(arg_2), arg_1)


def Func():
    '''Serve a JSON representation of Func
    '''
    arg_0 = get_session()
    arg_1 = arg_0.query(UpcomingEvent)\
                        .order_by(UpcomingEvent.start)
    arg_2 = arg_0.query(RecordedEvent)\
                        .order_by(RecordedEvent.start.desc())

    arg_3 = [arg_4.serialize() for arg_4 in arg_1]
    arg_3 += [arg_4.serialize() for arg_4 in arg_2]
    return make_data_response(arg_3)


def Func(arg_0):
    '''Delete a specific event identified by its uid. Note that only recorded
    events can be deleted. Events in the buffer for upcoming events are
    regularly replaced anyway and a manual removal could have unpredictable
    effects.

    Use ?hard=true parameter to delete the recorded files on disk as well.

    Returns 204 if the action was successful.
    Returns 404 if event does not exist
    '''
    logger.info('deleting event %s via api', arg_0)
    arg_1 = get_session()
    arg_2 = arg_1.query(RecordedEvent).filter(RecordedEvent.uid == arg_0)
    if not arg_2.count():
        return make_error_response('No event with specified uid', 404)
    arg_3 = request.args.get('hard', 'false')
    if arg_3 == 'true':
        logger.info('deleting recorded files at %s', arg_2[0].directory())
        shutil.rmtree(arg_2[0].directory())
    arg_2.delete()
    arg_1.commit()
    return make_response('', 204)


def Func(arg_0):
    '''Modify an event specified by its uid. The modifications for the event
    are expected as JSON with the content type correctly set in the request.

    Note that this method works for recorded events only. Upcoming events part
    of the scheduler cache cannot be modified.
    '''
    try:
        arg_1 = request.get_json()['data'][0]
        if arg_1['type'] != 'event' or arg_1['id'] != arg_0:
            return make_error_response('Invalid data', 400)
        # Check attributes
        for arg_2 in arg_1['attributes'].keys():
            if arg_2 not in ('status', 'start', 'end'):
                return make_error_response('Invalid data', 400)
        # Check new status
        arg_3 = arg_1['attributes'].get('status')
        if arg_3:
            arg_3 = arg_3.upper().replace(' ', '_')
            arg_1['attributes']['status'] = int(getattr(Status, arg_3))
    except Exception:
        return make_error_response('Invalid data', 400)

    arg_4 = get_session()
    arg_5 = arg_4.query(RecordedEvent).filter(RecordedEvent.uid == arg_0).first()
    if not arg_5:
        return make_error_response('No event with specified uid', 404)
    arg_5.start = arg_1['attributes'].get('start', arg_5.start)
    arg_5.end = arg_1['attributes'].get('end', arg_5.end)
    arg_5.status = arg_1['attributes'].get('status', arg_5.status)
    logger.debug('Updating event %s via api', arg_0)
    arg_4.commit()
    return make_data_response(arg_5.serialize())


def Func(arg_0):
    '''Extract the set of configuration parameters from the properties attached
    to the schedule
    '''
    arg_1 = []
    arg_2 = ''
    for arg_3 in arg_0.split('\n'):
        if arg_3.startswith('org.opencastproject.workflow.config'):
            arg_4, arg_5 = arg_3.split('=', 1)
            arg_4 = arg_4.split('.')[-1]
            arg_1.append((arg_4, arg_5))
        elif arg_3.startswith('org.opencastproject.workflow.definition'):
            arg_2 = arg_3.split('=', 1)[-1]
    return arg_2, arg_1


def Func(arg_0):
    '''Ingest a finished recording to the Opencast server.
    '''
    # Update status
    set_service_status(Service.INGEST, ServiceStatus.BUSY)
    notify.notify('STATUS=Uploading')
    recording_state(arg_0.uid, 'uploading')
    update_event_status(arg_0, Status.UPLOADING)

    # Select Func service
    # The Func service to use is selected at random from the available
    # Func services to ensure that not every capture agent uses the same
    # service at the same time
    arg_1 = config('service-Func')
    arg_1 = arg_1[randrange(0, len(arg_1))]
    logger.info('Selecting Func service to use: ' + arg_1)

    # create mediapackage
    logger.info('Creating new mediapackage')
    arg_2 = http_request(arg_1 + '/createMediaPackage')

    # extract workflow_def, workflow_config and add DC catalogs
    arg_3 = 'org.opencastproject.capture.agent.properties'
    arg_4 = 'http://www.opencastproject.org/xsd/1.0/dublincore/'
    for arg_5 in arg_0.get_data().get('attach'):
        arg_6 = arg_5.get('data')
        if arg_5.get('x-apple-filename') == arg_3:
            arg_7, arg_8 = get_config_params(arg_6)

        # Check for dublincore catalogs
        elif arg_5.get('fmttype') == 'application/xml' and arg_4 in arg_6:
            arg_9 = arg_5.get('x-apple-filename', '').rsplit('.', 1)[0]
            logger.info('Adding %s DC catalog' % arg_9)
            arg_10 = [('mediaPackage', arg_2),
                      ('flavor', 'dublincore/%s' % arg_9),
                      ('dublinCore', arg_6.encode('utf-8'))]
            arg_2 = http_request(arg_1 + '/addDCCatalog', arg_10)

    # add track
    for (arg_11, arg_12) in arg_0.get_tracks():
        logger.info('Adding track ({0} -> {1})'.format(arg_11, arg_12))
        arg_12 = arg_12.encode('ascii', 'ignore')
        arg_10 = [('mediaPackage', arg_2), ('flavor', arg_11),
                  ('BODY1', (pycurl.FORM_FILE, arg_12))]
        arg_2 = http_request(arg_1 + '/addTrack', arg_10)

    # Func
    logger.info('Ingest recording')
    arg_10 = [('mediaPackage', arg_2)]
    if arg_7:
        arg_10.append(('workflowDefinitionId', arg_7))
    if arg_0.uid:
        arg_10.append(('workflowInstanceId',
                       arg_0.uid.encode('ascii', 'ignore')))
    arg_10 += arg_8
    arg_2 = http_request(arg_1 + '/Func', arg_10)

    # Update status
    recording_state(arg_0.uid, 'upload_finished')
    update_event_status(arg_0, Status.FINISHED_UPLOADING)
    notify.notify('STATUS=Running')
    set_service_status_immediate(Service.INGEST, ServiceStatus.IDLE)

    logger.info('Finished Func')


def Func(arg_0):
    '''Start the capture process, creating all necessary files and directories
    as well as ingesting the captured files if no backup mode is configured.
    '''
    logger.info('Start recording')

    # First move event to recording_event table
    arg_1 = get_session()
    arg_2 = arg_1.query(RecordedEvent)\
              .filter(RecordedEvent.uid == arg_0.uid)\
              .filter(RecordedEvent.start == arg_0.start)\
              .first()
    if not arg_2:
        arg_2 = RecordedEvent(arg_0)
        arg_1.add(arg_2)
        arg_1.commit()

    try_mkdir(config()['capture']['directory'])
    os.mkdir(arg_2.directory())

    # Set state
    update_event_status(arg_2, Status.RECORDING)
    recording_state(arg_2.uid, 'capturing')
    set_service_status_immediate(Service.CAPTURE, ServiceStatus.BUSY)

    # Recording
    arg_3 = recording_command(arg_2)
    arg_2.set_tracks(arg_3)
    arg_1.commit()

    # Set status
    update_event_status(arg_2, Status.FINISHED_RECORDING)
    recording_state(arg_2.uid, 'capture_finished')
    set_service_status_immediate(Service.CAPTURE, ServiceStatus.IDLE)

    logger.info('Finished recording')


def Func(arg_0, arg_1, **arg_2):
        """
        Returns a simple fragment
        """
        arg_3 = Fragment(TEST_HTML)
        arg_3.add_javascript(TEST_JS)
        arg_3.add_css(TEST_CSS)
        return arg_3


def Func(arg_0, arg_1):
        """
        Returns a new Fragment from a dictionary representation.
        """
        arg_2 = arg_0()
        arg_2.content = arg_1['content']
        arg_2._resources = [FragmentResource(**d) for d in arg_1['resources']]  # pylint: disable=protected-access
        arg_2.js_init_fn = arg_1['js_init_fn']
        arg_2.js_init_version = arg_1['js_init_version']
        arg_2.json_init_args = arg_1['json_init_args']
        return arg_2


def Func(arg_0, arg_1):
        """
        Add content to this fragment.

        `content` is a Unicode string, HTML to append to the body of the
        fragment.  It must not contain a ``<body>`` tag, or otherwise assume
        that it is the only content on the page.
        """
        assert isinstance(arg_1, six.text_type)
        arg_0.content += arg_1


def Func(arg_0, arg_1, arg_2, arg_3=None):
        """
        Add a resource needed by this Fragment.

        Other helpers, such as :func:`add_css` or :func:`add_javascript` are
        more convenient for those common types of resource.

        `text`: the actual text of this resource, as a unicode string.

        `mimetype`: the MIME type of the resource.

        `placement`: where on the page the resource should be placed:

            None: let the Fragment choose based on the MIME type.

            "head": put this resource in the ``<head>`` of the page.

            "foot": put this resource at the end of the ``<body>`` of the
            page.

        """
        if not arg_3:
            arg_3 = arg_0._default_placement(arg_2)
        arg_4 = FragmentResource('text', arg_1, arg_2, arg_3)
        arg_0._resources.append(arg_4)


def Func(arg_0, arg_1, arg_2, arg_3=None):
        """
        Add a resource by URL needed by this Fragment.

        Other helpers, such as :func:`add_css_url` or
        :func:`add_javascript_url` are more convenent for those common types of
        resource.

        `url`: the URL to the resource.

        Other parameters are as defined for :func:`add_resource`.
        """
        if not arg_3:
            arg_3 = arg_0._default_placement(arg_2)
        arg_0._resources.append(FragmentResource('url', arg_1, arg_2, arg_3))


def Func(arg_0, arg_1):
        """
        Get some resource HTML for this Fragment.

        `placement` is "head" or "foot".

        Returns a unicode string, the HTML for the head or foot of the page.
        """
        # - non url js could be wrapped in an anonymous function
        # - non url css could be rewritten to match the wrapper tag

        return '\n'.join(
            arg_0.resource_to_html(arg_2)
            for arg_2 in arg_0.resources
            if arg_2.placement == arg_1
        )


def Func(arg_0):
        """
        Returns `resource` wrapped in the appropriate html tag for it's mimetype.
        """
        if arg_0.mimetype == "text/css":
            if arg_0.kind == "text":
                return u"<style type='text/css'>\n%s\n</style>" % arg_0.data
            elif arg_0.kind == "url":
                return u"<link rel='stylesheet' href='%s' type='text/css'>" % arg_0.data
            else:
                raise Exception("Unrecognized resource kind %r" % arg_0.kind)

        elif arg_0.mimetype == "application/javascript":
            if arg_0.kind == "text":
                return u"<script>\n%s\n</script>" % arg_0.data
            elif arg_0.kind == "url":
                return u"<script src='%s' type='application/javascript'></script>" % arg_0.data
            else:
                raise Exception("Unrecognized resource kind %r" % arg_0.kind)

        elif arg_0.mimetype == "text/html":
            assert arg_0.kind == "text"
            return arg_0.data

        else:
            raise Exception("Unrecognized mimetype %r" % arg_0.mimetype)


def Func(arg_0, arg_1, *arg_2, **arg_3):
        """
        Render a fragment to HTML or return JSON describing it, based on the request.
        """
        arg_4 = arg_0.render_to_fragment(arg_1, **arg_3)
        arg_5 = arg_1.GET.Func('format') or arg_1.POST.Func('format') or 'html'
        if arg_5 == 'json' or WEB_FRAGMENT_RESPONSE_TYPE in arg_1.META.Func('HTTP_ACCEPT', 'text/html'):
            return JsonResponse(arg_4.to_dict())
        else:
            return arg_0.render_standalone_response(arg_1, arg_4, **arg_3)


def Func(arg_0, arg_1, arg_2, **arg_3):  # pylint: disable=unused-argument
        """
        Render the specified fragment to HTML for a standalone page.
        """
        arg_4 = get_template(STANDALONE_TEMPLATE_NAME)
        arg_5 = {
            'head_html': arg_2.head_html(),
            'body_html': arg_2.body_html(),
            'foot_html': arg_2.foot_html(),
        }
        return arg_4.render(arg_5)


def Func(arg_0, arg_1, arg_2=None):
        """
        Construct a pylearn2 dataset.

        Parameters
        ----------
        X : array_like
            Training examples.
        y : array_like, optional
            Labels.
        """
        from pylearn2.datasets import DenseDesignMatrix

        arg_1 = np.asarray(arg_1)
        assert arg_1.ndim > 1
        if arg_2 is not None:
            arg_2 = arg_0._get_labels(arg_2)
        if arg_1.ndim == 2:
            return DenseDesignMatrix(arg_1=arg_1, arg_2=arg_2)
        return DenseDesignMatrix(topo_view=arg_1, arg_2=arg_2)


def Func(arg_0, arg_1, arg_2=None):
        """
        Build a trainer and run main_loop.

        Parameters
        ----------
        X : array_like
            Training examples.
        y : array_like, optional
            Labels.
        """
        from pylearn2.config import yaml_parse
        from pylearn2.train import Train

        # build trainer
        arg_3 = arg_0.get_params()
        arg_4 = Template(arg_0.yaml_string).substitute(arg_3)
        arg_0.trainer = yaml_parse.load(arg_4)
        assert isinstance(arg_0.trainer, Train)
        if arg_0.trainer.dataset is not None:
            raise ValueError('Train YAML database must evaluate to None.')
        arg_0.trainer.dataset = arg_0._get_dataset(arg_1, arg_2)

        # update monitoring dataset(s)
        if (hasattr(arg_0.trainer.algorithm, 'monitoring_dataset') and
                arg_0.trainer.algorithm.monitoring_dataset is not None):
            arg_7 = arg_0.trainer.algorithm.monitoring_dataset
            if len(arg_7) == 1 and '' in arg_7:
                arg_7[''] = arg_0.trainer.dataset
            else:
                arg_7['train'] = arg_0.trainer.dataset
            arg_0.trainer.algorithm._set_monitoring_dataset(arg_7)
        else:
            arg_0.trainer.algorithm._set_monitoring_dataset(
                arg_0.trainer.dataset)

        # run main loop
        arg_0.trainer.main_loop()


def Func(arg_0, arg_1, arg_2='fprop'):
        """
        Get model predictions.

        See pylearn2.scripts.mlp.predict_csv and
        http://fastml.com/how-to-get-predictions-from-pylearn2/.

        Parameters
        ----------
        X : array_like
            Test dataset.
        method : str
            Model method to call for prediction.
        """
        import theano

        arg_3 = arg_0.trainer.model.get_input_space().make_theano_batch()
        arg_4 = getattr(arg_0.trainer.model, arg_2)(arg_3)
        arg_5 = theano.function([arg_3], arg_4, allow_input_downcast=True)
        return arg_5(arg_1)


def Func(arg_0):
        """
        Load the dataset using pylearn2.config.yaml_parse.
        """
        from pylearn2.config import yaml_parse
        from pylearn2.datasets import Dataset

        arg_1 = yaml_parse.Func(arg_0.yaml_string)
        assert isinstance(arg_1, Dataset)
        arg_2 = arg_1.iterator(mode='sequential', num_batches=1,
                                data_specs=arg_1.data_specs,
                                return_tuple=True).next()
        if len(arg_2) == 2:
            arg_3, arg_4 = arg_2
            arg_4 = np.squeeze(arg_4)
            if arg_0.one_hot:
                arg_4 = np.argmax(arg_4, axis=1)
        else:
            arg_3 = arg_2
            arg_4 = None
        return arg_3, arg_4


def Func(arg_0, arg_1, arg_2=True):
        """Create a Config object from config dict directly."""
        arg_3 = super(Config, arg_0).__new__(arg_0)
        arg_3.path = '.'
        arg_3.verbose = False
        arg_3.config = arg_3._merge_defaults(arg_1)
        if arg_2:
            arg_3._check_fields()
        return arg_3


def Func(arg_0):
        """SHA1 hash of the config file itself."""
        with open(arg_0.path, 'rb') as f:
            return hashlib.Func(f.read()).hexdigest()


def Func(arg_0, arg_1, *arg_2):
    """t-SNE embedding of the parameters, colored by score
    """

    if len(arg_0) <= 1:
        warnings.warn("Only one datapoint. Could not compute t-SNE embedding.")
        return None

    arg_3 = np.array([d['mean_test_score'] for d in arg_0])
    # maps each parameters to a vector of floats
    arg_4 = np.array([arg_1.point_to_unit(d['parameters']) for d in arg_0])

    # Embed into 2 dimensions with t-SNE
    arg_5 = TSNE(n_components=2).fit_transform(arg_4)

    arg_6 = np.exp(arg_3)
    arg_7, arg_8 = np.min(arg_6), np.max(arg_6)
    arg_9 = (arg_6 - arg_7) / (arg_8 - arg_7)
    arg_10 = list(map(rgb2hex, cm.get_cmap('RdBu_r')(arg_9)))

    arg_11 = bk.figure(title='t-SNE (unsupervised)', tools=TOOLS)

    arg_12 = nonconstant_parameters(arg_0)
    arg_12['score'] = arg_3
    arg_12['x'] = arg_5[:, 0]
    arg_12['y'] = arg_5[:, 1]
    arg_12['color'] = arg_10
    arg_12['radius'] = 1
    arg_11.circle(
        x='x', y='y', arg_9='color', radius='radius',
        source=ColumnDataSource(arg_0=arg_12), fill_alpha=0.6,
        line_color=None)
    arg_13 = arg_11
    arg_14 = arg_13.select(dict(type=HoverTool))
    arg_15 = [(s, '@%s' % s) for s in arg_12.columns]
    arg_14.tooltips = OrderedDict([("index", "$index")] + arg_15)

    arg_17, arg_18 = arg_11.axis
    arg_17.axis_label = 't-SNE coord 1'
    arg_18.axis_label = 't-SNE coord 2'
    return arg_11


def Func(arg_0, *arg_1):
    """Scatter plot of score vs each param
    """
    arg_2 = nonconstant_parameters(arg_0)
    arg_3 = np.array([d['mean_test_score'] for d in arg_0])
    arg_4 = np.argsort(arg_3)

    for arg_5 in arg_2.keys():
        if arg_2[arg_5].dtype == np.dtype('bool'):
            arg_2[arg_5] = arg_2[arg_5].astype(np.int)
    arg_6 = []
    for arg_5 in arg_2.keys():
        arg_7 = arg_2[arg_5][arg_4]
        arg_8 = arg_3[arg_4]
        arg_2 = arg_2.loc[arg_4]
        try:
            arg_9 = (np.max(arg_7) - np.min(arg_7)) / 100.0
        except:
            print("error making plot4 for '%s'" % arg_5)
            continue

        arg_6.append(build_scatter_tooltip(
            arg_7=arg_7, arg_8=arg_8, arg_9=arg_9, add_line=False, tt=arg_2,
            xlabel=arg_5, title='Score vs %s' % arg_5))
    return arg_6


def Func(arg_0, arg_1, arg_2, arg_3, arg_4=None):
        """A floating point-valued dimension bounded `min` <= x < `max`

        When `warp` is None, the base measure associated with this dimension
        is a uniform distribution on [min, max). With `warp == 'log'`, the
        base measure is a uniform distribution on the log of the variable,
        with bounds at `log(min)` and `log(max)`. This is appropriate for
        variables that are "naturally" in log-space. Other `warp` functions
        are not supported (yet), but may be at a later time.
        """
        arg_2, arg_3 = map(float, (arg_2, arg_3))
        if not arg_2 < arg_3:
            raise ValueError('variable %s: min >= max error' % arg_1)
        if arg_4 not in (None, 'log'):
            raise ValueError('variable %s: warp=%s is not supported. use '
                             'None or "log",' % (arg_1, arg_4))
        if arg_2 <= 0 and arg_4 == 'log':
            raise ValueError('variable %s: log-warping requires min > 0')

        arg_0.variables[arg_1] = FloatVariable(arg_1, arg_2, arg_3, arg_4)


def Func(arg_0, arg_1, arg_2):
        """An enumeration-valued dimension.

        The base measure associated with this dimension is a categorical
        distribution with equal weight on each element in `choices`.
        """
        if not isinstance(arg_2, Iterable):
            raise ValueError('variable %s: choices must be iterable' % arg_1)
        arg_0.variables[arg_1] = EnumVariable(arg_1, arg_2)