Exemple #1
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def init_gunicorn():
    global mc

    middlewares = []

    middlewares.append(db_handler())
    if settings.debug:
        middlewares.append(session_middleware(SimpleCookieStorage()))
    else:
        middlewares.append(
            session_middleware(EncryptedCookieStorage(settings.session_key)))
    app = web.Application(middlewares=middlewares)

    aiohttp_jinja2.setup(app, loader=jinja2.FunctionLoader(load_templ))

    # Memcache init
    app.mc = aiomcache.Client(settings.memcache['addr'],
                              settings.memcache['port'])

    # Mongo init
    db_connect(app)

    union_routes(os.path.join(settings.tao_path, 'libs'))
    union_routes(os.path.join(settings.root_path, 'apps'))
    union_routes(os.path.join(settings.root_path), p=True)

    for res in routes:
        name = res[3]
        if name is None: name = '{}:{}'.format(res[0], res[2])
        app.router.add_route(res[0], res[1], res[2], name=name)

    path = os.path.join(settings.root_path, 'static')
    app.router.add_static('/static/', path, name='static')

    return app
Exemple #2
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    def __init__(self, *args, sql=None, executor=None, **kwargs):

        if not executor:
            executor = DebugSQLExecutor()
        elif isinstance(executor, str):
            executor = SQLExecutor.for_kind(executor)()
        elif issubclass(executor, SQLExecutor):
            executor = executor()

        MeasureProvider.__init__(self, *args, **kwargs)
        self._base_sql = textwrap.dedent(sql).strip() if sql else None
        self.executor = executor
        self.dialect = DIALECTS[executor.dialect]

        self.provides_measure('count',
                              shared=True,
                              distribution=None,
                              default=0)

        self._template_environment = jinja2.Environment(
            loader=jinja2.FunctionLoader(lambda x: x),
            undefined=jinja2.StrictUndefined)
        self._template_environment.filters.update({
            'col': self._col,
            'val': self._val
        })
 def _get_value_render_env(self):
     if self._env is None:
         env = jinja2.Environment(loader=jinja2.FunctionLoader(load_func))
         self._env = env
     else:
         env = self._env
     return env
Exemple #4
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    def __init__(self, app):
        self.app = app
        self.templates = {}

        global jinja_env
        jinja_env = jinja2.Environment(
            loader=jinja2.FunctionLoader(self.get_template_body))
Exemple #5
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def _RenderTemplate(template_subdir, template_name, **context):
    """Loads a template file and renders it to unicode.

  Args:
    template_subdir: The subdirectory in gae/templates containing the template
        file.
    template_name: The name of the template file.
    **context: Optional key/value pairs to render into the template.

  Returns:
    The given template file rendered with the given context as a unicode string.

  Raises:
    jinja2.TemplateNotFound: if the given template file doesn't exist.
  """
    # Create a partial loading function, which will return the contents of the
    # template given just the template name.
    loading_func = functools.partial(_LoadTemplate, template_subdir)

    # Construct an Environment and retrieve the Template.
    env = jinja2.Environment(loader=jinja2.FunctionLoader(loading_func),
                             autoescape=True,
                             extensions=['jinja2.ext.autoescape'],
                             finalize=lambda value: value or '',
                             variable_start_string='[[',
                             variable_end_string=']]',
                             undefined=jinja2.StrictUndefined)
    template = env.get_template(template_name)

    # Render the template with the provided context.
    return template.render(**context)
def update_amrfinderplus_singularity(amrfinderplus_version, db_version, author, config):
    '''
    Use the config.toml, or override any of the options via the command line
    '''
    # load the params
    config = toml.load(config)
    if amrfinderplus_version is not None:
        config['amrfinderplus_version'] = mlst_version
    if author is not None:
        config['author'] = author
    if db_version:
        config['db_version'] = False
    # load the template
    loader = jinja2.FunctionLoader(load_template)
    env = jinja2.Environment(loader=loader)
    SINGULARITY_RECIPE = env.get_template("amrfinderplus.singularity").render(config)
    # prepare the folders
    version_path = pathlib.Path(f'v{config["amrfinderplus_version"]}')
    if not version_path.exists():
        version_path.mkdir()
    today = pendulum.today().format('YYYYMMDD')
    subfolder_path = version_path / today
    if not subfolder_path.exists():
        subfolder_path.mkdir()
    # create local version
    local_recipe = subfolder_path / \
        f'Singularity.v{config["amrfinderplus_version"]}_{today}'
    local_recipe.write_text(SINGULARITY_RECIPE)
    # create global version
    global_recipe = pathlib.Path("Singularity")
    global_recipe.write_text(SINGULARITY_RECIPE)
Exemple #7
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def read_config_file(path, variables={}):
    """ reads yaml config file, passes it through jinja and returns data structre

        - OS ENV are available as {{ ENV.<VAR> }}
        - variables defined in parent configs are available as {{ <VAR> }}
    """
    jinja_variables = copy.deepcopy(variables)
    jinja_variables['ENV'] = os.environ

    if path.exists():
        logger.debug("Reading config file: {}".format(path))

        # First check for sops being present
        try:
            jenv = jinja2.Environment(
                enable_async=True,
                auto_reload=False,
                loader=jinja2.FunctionLoader(_sops_loader),
                undefined=jinja2.StrictUndefined,
                extensions=['jinja2.ext.loopcontrols'])
            template = jenv.get_template(str(path))
            rendered_template = template.render(jinja_variables)
            data = yaml.safe_load(rendered_template)
            if data:
                return data

        except Exception as e:
            logger.exception("Error reading config file: {} ({})".format(
                path, e))
            sys.exit(1)

    return {}
Exemple #8
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def run(template_path, data):
    env = jinja2.Environment(
        loader=jinja2.FunctionLoader(_load_template),
        undefined=jinja2.StrictUndefined,
    )
    t = env.get_or_select_template(template_path)
    return t.render(**data)
Exemple #9
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    def __init__(self, storage, macro_default_page):
        self._storage = storage

        self._macro_default_page = macro_default_page
        self._macro_import = '{{% import "{}" as m %}}\n'.format(
            macro_default_page)

        self._env = jinja2.Environment(loader=jinja2.FunctionLoader(
            self._load_jinja_template()),
                                       extensions=["jinja2.ext.loopcontrols"],
                                       autoescape=False,
                                       cache_size=0)
        self._md = markdown.Markdown(extensions=[
            "markdown.extensions.attr_list", "markdown.extensions.fenced_code",
            "markdown.extensions.footnotes", "markdown.extensions.tables",
            "markdown.extensions.toc", "markdown.extensions.wikilinks"
        ],
                                     extension_configs={
                                         "markdown.extensions.wikilinks": {
                                             "build_url": self._build_url,
                                             "base_url": "/p/",
                                             "end_url": ""
                                         }
                                     },
                                     output_format="html5")
Exemple #10
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    def render_template(self, template, **args):
        """Find and render a template."""

        env = jinja2.Environment(
            loader=jinja2.FunctionLoader(self.get_template))

        tpl = env.get_template(template)

        return tpl.render(**args)
def GetJinjaEnv():
  """Gets a jinja2 Environment which includes the desired path.

  Returns:
    A jinja2 Environment.
  """
  loader = jinja2.FunctionLoader(_LoadTemplateAsResource)
  return jinja2.Environment(
      loader=loader, autoescape=True, extensions=['jinja2.ext.autoescape'],
      finalize=lambda value: value or '', variable_start_string='[[',
      variable_end_string=']]')
Exemple #12
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def create_celery_configuration(ctx, runner, agent_config, resource_loader):
    create_celery_includes_file(ctx, runner, agent_config)
    loader = jinja2.FunctionLoader(resource_loader)
    env = jinja2.Environment(loader=loader)
    config_template_path = get_agent_resource_local_path(
        ctx, agent_config, 'celery_config_path')
    config_template = env.get_template(config_template_path)
    config_template_values = {
        'includes_file_path':
        agent_config['includes_file'],
        'celery_base_dir':
        agent_config['celery_base_dir'],
        'worker_modifier':
        agent_config['name'],
        'management_ip':
        utils.get_manager_ip(),
        'broker_ip':
        utils.get_manager_ip(),
        'agent_ip':
        get_agent_ip(ctx, agent_config),
        'celery_user':
        agent_config['user'],
        'celery_group':
        agent_config['user'],
        'worker_autoscale':
        '{0},{1}'.format(agent_config['max_workers'],
                         agent_config['min_workers'])
    }

    ctx.logger.debug(
        'Populating celery config jinja2 template with the following '
        'values: {0}'.format(config_template_values))

    config = config_template.render(config_template_values)
    init_template_path = get_agent_resource_local_path(ctx, agent_config,
                                                       'celery_init_path')
    init_template = env.get_template(init_template_path)
    init_template_values = {
        'celery_base_dir': agent_config['celery_base_dir'],
        'worker_modifier': agent_config['name']
    }

    ctx.logger.debug(
        'Populating celery init.d jinja2 template with the following '
        'values: {0}'.format(init_template_values))

    init = init_template.render(init_template_values)

    ctx.logger.debug(
        'Creating celery config and init files [cloudify_agent={0}]'.format(
            agent_config))

    runner.put(agent_config['config_file'], config, use_sudo=True)
    runner.put(agent_config['init_file'], init, use_sudo=True)
Exemple #13
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def _make_environment(load, additionals, extensions):
    extensions.append(ext.with_)
    env = ResolvingByRelativePathEnvironment(
        loader=jinja2.FunctionLoader(load),
        undefined=jinja2.StrictUndefined,
        trim_blocks=False,
        lstrip_blocks=True,
        extensions=extensions,
    )
    for name, defs in additionals.items():
        getattr(env, name).update(defs)
    return env
Exemple #14
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def render_template(template, *args, **kw):
    if os.path.exists(template):
        def load_template(template):
            with open(template, 'r') as f:
                return f.read()
        loader = jinja2.FunctionLoader(load_template)
    else:
        loader = jinja2.FileSystemLoader(config.template_dir)

    env = jinja2.Environment(loader=loader)
    formatters.apply(env, *formatters.all)
    template = env.get_template(template)
    return template.render(*args, **kw)
Exemple #15
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    def load_project(self, project):
        self.project = self._load_project_from_dir(project)
        if not self.project:
            self.project = AbstractProject()
        self.project.directory = project

        def file_load(name):
            """
            The default FileSystemLoader doesn't load files specified
            by absolute paths or paths that include '..' - therefore
            we provide a custom fallback function that handles this.
            """
            name = os.path.abspath(name)
            try:
                with open(name, 'rb') as f:
                    return f.read().decode('utf-8')
            except Exception:
                raise jinja2.TemplateNotFound(name)

        def string_load(name):
            """
            Allow specifying a string instead of template to be able
            to return expanded config/specs/...
            """
            if name.startswith(('{{', '{%')):
                return name
            raise jinja2.TemplateNotFound(name)

        loader = jinja2.ChoiceLoader([
            jinja2.FileSystemLoader(self.pm_tpl.get_path()),
            jinja2.FunctionLoader(string_load),
            jinja2.FunctionLoader(file_load),
        ])

        self.project.tplgen = jinja2.Environment(loader=loader,
                                                 **self.jinjaenv_args)

        self.project.abstract_initialize()
Exemple #16
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def _create_jinja_environment(runfiles, site_root, link_ext):
    def _Load(path):
        return runfiles.Rlocation(
            posixpath.join(WORKSPACE_DIR, TEMPLATE_PATH, path))

    env = jinja2.Environment(loader=jinja2.FunctionLoader(_Load),
                             keep_trailing_newline=True,
                             line_statement_prefix='%')
    env.filters['markdown'] = lambda text: jinja2.Markup(mistune.markdown(text)
                                                         )
    env.filters['doc_link'] = (
        lambda fname: site_root + '/' + fname + '.' + link_ext)
    env.filters['link'] = lambda fname: site_root + '/' + fname
    return env
Exemple #17
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 def render_scenario(self):
     """Render a scenario and save to disk."""
     j2_env = j2.Environment(loader=j2.FunctionLoader(
         self.get_template), trim_blocks=True, undefined=j2.StrictUndefined)
     j2_env.filters['env_override'] = filters.env_override
     template = j2_env.get_template(self.scenario_fpath)
     try:
         rendered_scenario = template.render(vars=self.vars)
     except j2.exceptions.UndefinedError as e:
         LOG.error(e)
         missing_arg = re.findall(
             r'no attribute (.*)', e.message)[0].strip("'")
         LOG.error(usage_exc.missing_arg(missing_arg))
         sys.exit(2)
     self.write_rendered_scenario(rendered_scenario)
Exemple #18
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def bootstrap():
    """Load the TEMPLATE_ENVIRONMENT global variable."""

    from django.conf import settings
    if not settings.configured:
        # At least this will make it work, even if it's using the defaults.
        settings.configure()

    from djanjinja import bccache
    from djanjinja.extensions.cache import CacheExtension

    # Get the bytecode cache object.
    bytecode_cache = bccache.get_cache()

    default_extensions = set(
        ['jinja2.ext.do', 'jinja2.ext.loopcontrols', CacheExtension])
    if getattr(settings, 'USE_I18N', False):
        default_extensions.add('jinja2.ext.i18n')
    autoescape = getattr(settings, 'JINJA_AUTOESCAPE', False)
    if autoescape:
        default_extensions.add('jinja2.ext.autoescape')

    extensions = list(
        set(getattr(settings, 'JINJA_EXTENSIONS',
                    [])).union(default_extensions))

    # Set up global `TEMPLATE_ENVIRONMENT` variable.
    global TEMPLATE_ENVIRONMENT

    TEMPLATE_ENVIRONMENT = Environment(
        loader=jinja2.FunctionLoader(get_template_source),
        auto_reload=getattr(settings, 'DEBUG', True),
        autoescape=autoescape,
        bytecode_cache=bytecode_cache,
        extensions=extensions)

    if getattr(settings, 'USE_I18N', False):
        # The `django.utils.translation` module behaves like a singleton of
        # `gettext.GNUTranslations`, since it exports all the necessary
        # methods.
        from django.utils import translation
        # pylint: disable-msg=E1101
        TEMPLATE_ENVIRONMENT.install_gettext_translations(translation)

    bundles = getattr(settings, 'DJANJINJA_BUNDLES', [])
    for bundle_specifier in bundles:
        app_label, bundle_name = bundle_specifier.rsplit('.', 1)
        TEMPLATE_ENVIRONMENT.load(app_label, bundle_name)
Exemple #19
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def setup_pp_env(page=None, page_filters=[]):
    remote, path = get_page_where(page)
    if remote:
        logger.debug("Using remote template loader for page %s" % page)
        pp_env = jinja2.Environment(
            loader=jinja2.FunctionLoader(read_markdown_remote))
    else:
        logger.debug("Using FileSystemLoader for page %s" % page)
        pp_env = jinja2.Environment(loader=jinja2.FileSystemLoader(path))

    # Pull exported values (& functions) from page filters into the pp_env
    for filter_name in page_filters:
        if "export" in dir(filters[filter_name]):
            for key, val in filters[filter_name].export.items():
                logger.debug("... pulling in filter_%s's exported key '%s'" %
                             (filter_name, key))
                pp_env.globals[key] = val
    return pp_env
Exemple #20
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def setup_pp_env(page=None,
                 page_filters=[],
                 no_loader=False,
                 strict_undefined=False):
    remote, path = get_page_where(page)
    if strict_undefined:
        preferred_undefined = jinja2.StrictUndefined
    else:
        preferred_undefined = jinja2.Undefined
    if remote:
        logger.debug("Using remote template loader for page %s" % page)
        pp_env = jinja2.Environment(
            undefined=preferred_undefined,
            loader=jinja2.FunctionLoader(read_markdown_remote))
    elif no_loader:
        logger.debug("Using a no-loader Jinja environment")
        pp_env = jinja2.Environment(undefined=preferred_undefined)
    else:
        logger.debug("Using FileSystemLoader for page %s" % page)
        pp_env = jinja2.Environment(undefined=preferred_undefined,
                                    loader=jinja2.FileSystemLoader(path))

    # Add custom "defined_and_" tests
    def defined_and_equalto(a, b):
        return pp_env.tests["defined"](a) and pp_env.tests["equalto"](a, b)

    pp_env.tests["defined_and_equalto"] = defined_and_equalto

    def undefined_or_ne(a, b):
        return pp_env.tests["undefined"](a) or pp_env.tests["ne"](a, b)

    pp_env.tests["undefined_or_ne"] = undefined_or_ne

    # Pull exported values (& functions) from page filters into the pp_env
    for filter_name in page_filters:
        if filter_name not in config.filters.keys():
            logger.debug("Skipping unloaded filter '%s'" % filter_name)
            continue
        if "export" in dir(config.filters[filter_name]):
            for key, val in config.filters[filter_name].export.items():
                logger.debug("... pulling in filter_%s's exported key '%s'" %
                             (filter_name, key))
                pp_env.globals[key] = val
    return pp_env
Exemple #21
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 def _ensure_env(self, env: Union[jinja2.Environment, None]):
     """
     Make sure the jinja environment is minimally configured.
     """
     if not env:
         env = jinja2.Environment()
     if not env.loader:
         env.loader = jinja2.FunctionLoader(
             lambda filename: self._cache[filename])
     if 'faker' not in env.globals:
         faker = Faker()
         faker.seed(1234)
         env.globals['faker'] = faker
     if 'random_model' not in env.globals:
         env.globals['random_model'] = jinja2.contextfunction(random_model)
     if 'random_models' not in env.globals:
         env.globals['random_models'] = jinja2.contextfunction(
             random_models)
     return env
Exemple #22
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def update_meningotype_singularity(version, mlst_version, author, config):
    '''
    Use the config.toml, or override any of the options via the command line
    '''
    # load the params
    config = toml.load(config)
    if version is not None:
        config['version'] = version
    if mlst_version is not None:
        config['mlst_version'] = mlst_version
    if author is not None:
        config['author'] = author
    # load the template
    loader = jinja2.FunctionLoader(load_template)
    env = jinja2.Environment(loader=loader)
    SINGULARITY_RECIPE = env.get_template("_singularity.j2").render(config)
    # create global version
    global_recipe = pathlib.Path("Singularity")
    global_recipe.write_text(SINGULARITY_RECIPE)
Exemple #23
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def update_singularity(version, author, config):

    '''
    update the singularity recipe for new version of roary
    '''

    config = toml.load('config.toml')

    if version is not None:
        config['version'] = version
    if author is not None:
        config['author'] = author
    
    loader = jinja2.FunctionLoader(load_template)
    env = jinja2.Environment(loader=loader)
    SINGULARITY_RECIPE = env.get_template("roary.singularity").render(config)
    # create global version
    global_recipe = pathlib.Path("Singularity")
    global_recipe.write_text(SINGULARITY_RECIPE)
Exemple #24
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    def __init__(self,
                 *args,
                 sql=None,
                 db_client=None,
                 dialect='presto',
                 **kwargs):
        assert db_client is not None, "Must specify an (Omniduct-compatible) database client."

        MeasureProvider.__init__(self, *args, **kwargs)
        self._base_sql = textwrap.dedent(sql).strip() if sql else None
        self.db_client = db_client
        self.dialect = DIALECTS[dialect]

        self.provides_measure('count', shared=True, distribution=None)

        self._template_environment = jinja2.Environment(
            loader=jinja2.FunctionLoader(lambda x: x))
        self._template_environment.filters.update({
            'col': self._col,
            'val': self._val
        })
    def _ensure_env(self, env: Union[jinja2.Environment, None]):
        """
        Make sure the jinja environment is minimally configured.
        """
        if not env:
            env = jinja2.Environment()
        if not env.loader:
            env.loader = jinja2.FunctionLoader(
                lambda path: self._file_cache[path])

        if 'faker' not in env.globals:
            faker = Faker()
            faker.seed_instance(1234)
            env.globals['faker'] = faker

        env.globals.setdefault('hash_password', hash_password)
        env.globals.setdefault('random_model',
                               jinja2.contextfunction(random_model))
        env.globals.setdefault('random_models',
                               jinja2.contextfunction(random_models))

        return env
Exemple #26
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    def _render_template(self, tmpl, data):
        
        jtmpl = self._env.get_template(basename(tmpl.src))

        try:
            s = jtmpl.render(**data)
        except SkipGeneration:
            return

        dst = tmpl.dst
        if dst:
            if '{' in dst:
                env = jinja2.Environment(
                    loader=jinja2.FunctionLoader(lambda _: dst),
                    undefined=jinja2.StrictUndefined,
                )
                dst = env.get_template('_').render(**data)
            
            with open(dst, 'w', encoding='utf-8') as fp:
                fp.write(s)
        else:
            print(s)
Exemple #27
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    def render_jinja(dict_, template_str):
        """Render dict onto jinja template and return the string result"""
        name = 'jvars'

        def loader(n):
            if n == name:
                return template_str
            else:
                kkdir = pathfinder.PathFinder.find_kolla_kubernetes_dir()
                path = os.path.join(kkdir, n)
                f = open(path)
                d = f.read()
                f.close
                return d

        j2env = jinja2.Environment(loader=jinja2.FunctionLoader(loader))

        # Do not print type for bools "!!bool" on output
        j2env.filters['bool'] = TypeUtils.str_to_bool
        j2env.filters['min'] = min
        j2env.filters['b64encode'] = lambda x: \
            base64.b64encode(x.encode('ascii'))
        j2env.filters['b64decode'] = base64.b64decode
        j2env.filters['to_nice_yaml'] = lambda x: \
            yaml.safe_dump(x, default_flow_style=False) if x else ''

        # Add a "raise" keyword for raising exceptions from within jinja
        def jinja_raise(message):
            raise Exception(message)

        j2env.globals['raise'] = jinja_raise

        # Add a keyword for accessing KubeUtils from within jinja
        j2env.globals['KubeUtils'] = KubeUtils

        # Render the template
        rendered_template = j2env.get_template(name).render(dict_)
        return rendered_template + "\n"
def load_jupyter_server_extension(nbapp):
    # Add our custom templates to the beginning of the search path.
    templates_dir = pathlib.Path(__file__).parent.absolute().joinpath("templates").as_posix()
    # NbApp settings have already been propogated so we need to modify the webapp settings directly
    # nbapp.extra_template_paths.append(templates_dir)

    env = nbapp.web_app.settings["jinja2_env"]

    if nbapp.__class__.__name__ == 'SingleUserNotebookApp':
        # Running in jupyterhub.

        # jupyterhub-singleuser already extends 'templates/page.html'. Since we
        # want to extend it as well, we have to do something funky here.

        # We are patching this logic:
        # https://github.com/jupyterhub/jupyterhub/blob/9391470e269cf2cbc39520f903ab42900aa991ca/jupyterhub/singleuser.py#L483-L492
        # So that
        # our page.html --extends-> singleuser.page_template --extends-> templates/page.html

        from jupyterhub import singleuser
        import jinja2

        def get_page(name):
            if name == 'singleuser.page_template':
                return singleuser.page_template

        env.loader = jinja2.ChoiceLoader([
            jinja2.FileSystemLoader(os.path.join(templates_dir, 'jupyterhub-singleuser')),
            jinja2.FileSystemLoader(templates_dir),
            jinja2.FunctionLoader(get_page),
            env.loader
        ])

        pass
    else:
        env.loader.searchpath.insert(0, templates_dir)

    nbapp.log.info("Imandra theme enabled!")
Exemple #29
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    def generate_code(self):
        self.prepare_model()

        jinja_env = jinja2.Environment(
            loader=jinja2.FunctionLoader(load_template),
            trim_blocks=True,
            lstrip_blocks=True)

        jinja_env.filters['sqliteType'] = _sqliteType
        jinja_env.filters['sqliteConstraint'] = _sqliteConstraint
        jinja_env.filters['strftime'] = lambda x: x.strftime(
            "%d.%m.%Y %H:%M:%S")
        jinja_env.filters['primaryKeyProp'] = _getPrimaryKeyProperty

        template = jinja_env.get_template('sqlite.jinja')

        if not exists(join(self.srcgen_folder, 'sql')):
            mkdir(join(self.srcgen_folder, 'sql'))

        with open(join(self.srcgen_folder, 'sql/schema.sql'), 'w') as f:
            f.write(
                template.render(application=self.model,
                                timestamp=datetime.now(),
                                model_filename=self.model_filename))
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}


def _load_template(filename):
    if filename in MATTA_TEMPLATE_FILES:
        filename = '{0}/templates/{1}'.format(SRC_DIR, filename)

    with open(filename, 'r') as f:
        code = f.read()
        # the lambda avoids template caching
        return (code, filename, lambda *a, **k: False)


SRC_DIR = os.path.dirname(os.path.realpath(__file__))
env = jinja2.environment.Environment()
env.loader = jinja2.FunctionLoader(_load_template)


class MattaJSONEncoder(json.JSONEncoder):
    """
    A Pandas/numpy/networkx aware JSON Encoder.

    Based on http://stackoverflow.com/questions/3488934/simplejson-and-numpy-array
    """
    def default(self, obj):
        if isinstance(obj, np.ndarray):
            return obj.tolist()
        elif isinstance(obj, np.generic):
            return obj.item()
        elif isinstance(obj, nx.Graph) or isinstance(obj, nx.DiGraph):
            if nx.is_tree(obj) and 'root' in obj.graph: