mirror of
https://github.com/aykhans/AzSuicideDataVisualization.git
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649 lines
25 KiB
Python
649 lines
25 KiB
Python
"""This module defines TemplateExporter, a highly configurable converter
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that uses Jinja2 to export notebook files into different formats.
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"""
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# Copyright (c) IPython Development Team.
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# Distributed under the terms of the Modified BSD License.
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import json
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import os
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import uuid
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import warnings
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from pathlib import Path
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from jinja2 import (
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BaseLoader,
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ChoiceLoader,
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DictLoader,
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Environment,
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FileSystemLoader,
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TemplateNotFound,
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)
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from jupyter_core.paths import jupyter_path
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from traitlets import Bool, Dict, HasTraits, List, Unicode, default, observe, validate
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from traitlets.config import Config
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from traitlets.utils.importstring import import_item
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from nbconvert import filters
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from .exporter import Exporter
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# Jinja2 extensions to load.
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JINJA_EXTENSIONS = ["jinja2.ext.loopcontrols"]
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ROOT = os.path.dirname(__file__)
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DEV_MODE = os.path.exists(os.path.join(ROOT, "../../setup.py")) and os.path.exists(
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os.path.join(ROOT, "../../share")
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)
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default_filters = {
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"indent": filters.indent,
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"markdown2html": filters.markdown2html,
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"markdown2asciidoc": filters.markdown2asciidoc,
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"ansi2html": filters.ansi2html,
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"filter_data_type": filters.DataTypeFilter,
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"get_lines": filters.get_lines,
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"highlight2html": filters.Highlight2HTML,
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"highlight2latex": filters.Highlight2Latex,
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"ipython2python": filters.ipython2python,
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"posix_path": filters.posix_path,
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"markdown2latex": filters.markdown2latex,
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"markdown2rst": filters.markdown2rst,
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"comment_lines": filters.comment_lines,
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"strip_ansi": filters.strip_ansi,
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"strip_dollars": filters.strip_dollars,
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"strip_files_prefix": filters.strip_files_prefix,
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"html2text": filters.html2text,
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"add_anchor": filters.add_anchor,
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"ansi2latex": filters.ansi2latex,
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"wrap_text": filters.wrap_text,
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"escape_latex": filters.escape_latex,
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"citation2latex": filters.citation2latex,
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"path2url": filters.path2url,
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"add_prompts": filters.add_prompts,
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"ascii_only": filters.ascii_only,
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"prevent_list_blocks": filters.prevent_list_blocks,
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"get_metadata": filters.get_metadata,
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"convert_pandoc": filters.convert_pandoc,
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"json_dumps": json.dumps,
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# browsers will parse </script>, closing a script tag early
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# Since JSON allows escaping forward slash, this will still be parsed by JSON
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"escape_html_script": lambda x: x.replace("</script>", "<\\/script>"),
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"strip_trailing_newline": filters.strip_trailing_newline,
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"text_base64": filters.text_base64,
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}
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# copy of https://github.com/jupyter/jupyter_server/blob/b62458a7f5ad6b5246d2f142258dedaa409de5d9/jupyter_server/config_manager.py#L19
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def recursive_update(target, new):
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"""Recursively update one dictionary using another.
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None values will delete their keys.
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"""
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for k, v in new.items():
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if isinstance(v, dict):
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if k not in target:
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target[k] = {}
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recursive_update(target[k], v)
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if not target[k]:
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# Prune empty subdicts
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del target[k]
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elif v is None:
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target.pop(k, None)
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else:
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target[k] = v
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return target # return for convenience
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# define function at the top level to avoid pickle errors
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def deprecated(msg):
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warnings.warn(msg, DeprecationWarning)
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class ExtensionTolerantLoader(BaseLoader):
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"""A template loader which optionally adds a given extension when searching.
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Constructor takes two arguments: *loader* is another Jinja loader instance
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to wrap. *extension* is the extension, which will be added to the template
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name if finding the template without it fails. This should include the dot,
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e.g. '.tpl'.
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"""
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def __init__(self, loader, extension):
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self.loader = loader
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self.extension = extension
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def get_source(self, environment, template):
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try:
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return self.loader.get_source(environment, template)
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except TemplateNotFound:
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if template.endswith(self.extension):
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raise TemplateNotFound(template)
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return self.loader.get_source(environment, template + self.extension)
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def list_templates(self):
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return self.loader.list_templates()
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class TemplateExporter(Exporter):
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"""
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Exports notebooks into other file formats. Uses Jinja 2 templating engine
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to output new formats. Inherit from this class if you are creating a new
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template type along with new filters/preprocessors. If the filters/
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preprocessors provided by default suffice, there is no need to inherit from
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this class. Instead, override the template_file and file_extension
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traits via a config file.
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Filters available by default for templates:
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{filters}
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"""
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# finish the docstring
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__doc__ = __doc__.format(filters="- " + "\n - ".join(sorted(default_filters.keys())))
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_template_cached = None
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def _invalidate_template_cache(self, change=None):
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self._template_cached = None
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@property
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def template(self):
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if self._template_cached is None:
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self._template_cached = self._load_template()
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return self._template_cached
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_environment_cached = None
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def _invalidate_environment_cache(self, change=None):
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self._environment_cached = None
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self._invalidate_template_cache()
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@property
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def environment(self):
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if self._environment_cached is None:
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self._environment_cached = self._create_environment()
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return self._environment_cached
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@property
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def default_config(self):
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c = Config(
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{
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"RegexRemovePreprocessor": {"enabled": True},
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"TagRemovePreprocessor": {"enabled": True},
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}
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)
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c.merge(super().default_config)
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return c
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template_name = Unicode(help="Name of the template to use").tag(
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config=True, affects_template=True
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)
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template_file = Unicode(None, allow_none=True, help="Name of the template file to use").tag(
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config=True, affects_template=True
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)
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raw_template = Unicode("", help="raw template string").tag(affects_environment=True)
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enable_async = Bool(False, help="Enable Jinja async template execution").tag(
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affects_environment=True
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)
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_last_template_file = ""
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_raw_template_key = "<memory>"
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@validate("template_name")
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def _template_name_validate(self, change):
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template_name = change["value"]
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if template_name and template_name.endswith(".tpl"):
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warnings.warn(
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f"5.x style template name passed '{self.template_name}'. Use --template-name for the template directory with a index.<ext>.j2 file and/or --template-file to denote a different template.",
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DeprecationWarning,
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)
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directory, self.template_file = os.path.split(self.template_name)
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if directory:
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directory, template_name = os.path.split(directory)
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if directory:
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if os.path.isabs(directory):
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self.extra_template_basedirs = [directory]
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return template_name
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@observe("template_file")
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def _template_file_changed(self, change):
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new = change["new"]
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if new == "default":
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self.template_file = self.default_template
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return
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# check if template_file is a file path
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# rather than a name already on template_path
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full_path = os.path.abspath(new)
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if os.path.isfile(full_path):
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directory, self.template_file = os.path.split(full_path)
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self.extra_template_paths = [directory] + self.extra_template_paths
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# While not strictly an invalid template file name, the extension hints that there isn't a template directory involved
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if self.template_file.endswith(".tpl"):
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warnings.warn(
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f"5.x style template file passed '{new}'. Use --template-name for the template directory with a index.<ext>.j2 file and/or --template-file to denote a different template.",
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DeprecationWarning,
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)
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@default("template_file")
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def _template_file_default(self):
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if self.template_extension:
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return "index" + self.template_extension
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@observe("raw_template")
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def _raw_template_changed(self, change):
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if not change["new"]:
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self.template_file = self._last_template_file
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self._invalidate_template_cache()
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template_paths = List(["."]).tag(config=True, affects_environment=True)
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extra_template_basedirs = List().tag(config=True, affects_environment=True)
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extra_template_paths = List([]).tag(config=True, affects_environment=True)
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@default("extra_template_basedirs")
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def _default_extra_template_basedirs(self):
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return [os.getcwd()]
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# Extension that the template files use.
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template_extension = Unicode().tag(config=True, affects_environment=True)
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template_data_paths = List(
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jupyter_path("nbconvert", "templates"), help="Path where templates can be installed too."
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).tag(affects_environment=True)
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# Extension that the template files use.
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template_extension = Unicode().tag(config=True, affects_environment=True)
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@default("template_extension")
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def _template_extension_default(self):
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if self.file_extension:
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return self.file_extension + ".j2"
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else:
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return self.file_extension
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exclude_input = Bool(
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False, help="This allows you to exclude code cell inputs from all templates if set to True."
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).tag(config=True)
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exclude_input_prompt = Bool(
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False, help="This allows you to exclude input prompts from all templates if set to True."
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).tag(config=True)
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exclude_output = Bool(
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False,
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help="This allows you to exclude code cell outputs from all templates if set to True.",
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).tag(config=True)
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exclude_output_prompt = Bool(
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False, help="This allows you to exclude output prompts from all templates if set to True."
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).tag(config=True)
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exclude_output_stdin = Bool(
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True,
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help="This allows you to exclude output of stdin stream from lab template if set to True.",
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).tag(config=True)
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exclude_code_cell = Bool(
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False, help="This allows you to exclude code cells from all templates if set to True."
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).tag(config=True)
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exclude_markdown = Bool(
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False, help="This allows you to exclude markdown cells from all templates if set to True."
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).tag(config=True)
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exclude_raw = Bool(
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False, help="This allows you to exclude raw cells from all templates if set to True."
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).tag(config=True)
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exclude_unknown = Bool(
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False, help="This allows you to exclude unknown cells from all templates if set to True."
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).tag(config=True)
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extra_loaders = List(
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help="Jinja loaders to find templates. Will be tried in order "
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"before the default FileSystem ones.",
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).tag(affects_environment=True)
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filters = Dict(
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help="""Dictionary of filters, by name and namespace, to add to the Jinja
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environment."""
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).tag(config=True, affects_environment=True)
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raw_mimetypes = List(
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help="""formats of raw cells to be included in this Exporter's output."""
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).tag(config=True)
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@default("raw_mimetypes")
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def _raw_mimetypes_default(self):
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return [self.output_mimetype, ""]
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# TODO: passing config is wrong, but changing this revealed more complicated issues
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def __init__(self, config=None, **kw):
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"""
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Public constructor
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Parameters
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----------
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config : config
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User configuration instance.
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extra_loaders : list[of Jinja Loaders]
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ordered list of Jinja loader to find templates. Will be tried in order
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before the default FileSystem ones.
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template_file : str (optional, kw arg)
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Template to use when exporting.
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"""
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super().__init__(config=config, **kw)
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self.observe(
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self._invalidate_environment_cache, list(self.traits(affects_environment=True))
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)
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self.observe(self._invalidate_template_cache, list(self.traits(affects_template=True)))
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def _load_template(self):
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"""Load the Jinja template object from the template file
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This is triggered by various trait changes that would change the template.
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"""
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# this gives precedence to a raw_template if present
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with self.hold_trait_notifications():
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if self.template_file != self._raw_template_key:
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self._last_template_file = self.template_file
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if self.raw_template:
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self.template_file = self._raw_template_key
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if not self.template_file:
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raise ValueError("No template_file specified!")
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# First try to load the
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# template by name with extension added, then try loading the template
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# as if the name is explicitly specified.
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template_file = self.template_file
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self.log.debug("Attempting to load template %s", template_file)
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self.log.debug(" template_paths: %s", os.pathsep.join(self.template_paths))
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return self.environment.get_template(template_file)
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def from_notebook_node(self, nb, resources=None, **kw):
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"""
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Convert a notebook from a notebook node instance.
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Parameters
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----------
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nb : :class:`~nbformat.NotebookNode`
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Notebook node
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resources : dict
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Additional resources that can be accessed read/write by
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preprocessors and filters.
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"""
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nb_copy, resources = super().from_notebook_node(nb, resources, **kw)
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resources.setdefault("raw_mimetypes", self.raw_mimetypes)
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resources["global_content_filter"] = {
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"include_code": not self.exclude_code_cell,
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"include_markdown": not self.exclude_markdown,
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"include_raw": not self.exclude_raw,
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"include_unknown": not self.exclude_unknown,
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"include_input": not self.exclude_input,
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"include_output": not self.exclude_output,
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"include_output_stdin": not self.exclude_output_stdin,
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"include_input_prompt": not self.exclude_input_prompt,
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"include_output_prompt": not self.exclude_output_prompt,
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"no_prompt": self.exclude_input_prompt and self.exclude_output_prompt,
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}
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# Top level variables are passed to the template_exporter here.
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output = self.template.render(nb=nb_copy, resources=resources)
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output = output.lstrip("\r\n")
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return output, resources
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def _register_filter(self, environ, name, jinja_filter):
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"""
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Register a filter.
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A filter is a function that accepts and acts on one string.
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The filters are accessible within the Jinja templating engine.
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Parameters
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----------
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name : str
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name to give the filter in the Jinja engine
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filter : filter
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"""
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if jinja_filter is None:
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raise TypeError("filter")
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isclass = isinstance(jinja_filter, type)
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constructed = not isclass
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# Handle filter's registration based on it's type
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if constructed and isinstance(jinja_filter, (str,)):
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# filter is a string, import the namespace and recursively call
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# this register_filter method
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filter_cls = import_item(jinja_filter)
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return self._register_filter(environ, name, filter_cls)
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if constructed and hasattr(jinja_filter, "__call__"): # noqa
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# filter is a function, no need to construct it.
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environ.filters[name] = jinja_filter
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return jinja_filter
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elif isclass and issubclass(jinja_filter, HasTraits):
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# filter is configurable. Make sure to pass in new default for
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# the enabled flag if one was specified.
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filter_instance = jinja_filter(parent=self)
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self._register_filter(environ, name, filter_instance)
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elif isclass:
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# filter is not configurable, construct it
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filter_instance = jinja_filter()
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self._register_filter(environ, name, filter_instance)
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else:
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# filter is an instance of something without a __call__
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# attribute.
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raise TypeError("filter")
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def register_filter(self, name, jinja_filter):
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"""
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Register a filter.
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A filter is a function that accepts and acts on one string.
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The filters are accessible within the Jinja templating engine.
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Parameters
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----------
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name : str
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name to give the filter in the Jinja engine
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filter : filter
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"""
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return self._register_filter(self.environment, name, jinja_filter)
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def default_filters(self):
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"""Override in subclasses to provide extra filters.
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This should return an iterable of 2-tuples: (name, class-or-function).
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You should call the method on the parent class and include the filters
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it provides.
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If a name is repeated, the last filter provided wins. Filters from
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user-supplied config win over filters provided by classes.
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"""
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return default_filters.items()
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def _create_environment(self):
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"""
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Create the Jinja templating environment.
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"""
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paths = self.template_paths
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self.log.debug("Template paths:\n\t%s", "\n\t".join(paths))
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loaders = self.extra_loaders + [
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ExtensionTolerantLoader(FileSystemLoader(paths), self.template_extension),
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DictLoader({self._raw_template_key: self.raw_template}),
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]
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environment = Environment(
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loader=ChoiceLoader(loaders),
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extensions=JINJA_EXTENSIONS,
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enable_async=self.enable_async,
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)
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environment.globals["uuid4"] = uuid.uuid4
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# Add default filters to the Jinja2 environment
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for key, value in self.default_filters():
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self._register_filter(environment, key, value)
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# Load user filters. Overwrite existing filters if need be.
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if self.filters:
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for key, user_filter in self.filters.items():
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self._register_filter(environment, key, user_filter)
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return environment
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def _init_preprocessors(self):
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super()._init_preprocessors()
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conf = self._get_conf()
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preprocessors = conf.get("preprocessors", {})
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# preprocessors is a dict for three reasons
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# * We rely on recursive_update, which can only merge dicts, lists will be overwritten
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# * We can use the key with numerical prefixing to guarantee ordering (/etc/*.d/XY-file style)
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# * We can disable preprocessors by overwriting the value with None
|
|
for _, preprocessor in sorted(preprocessors.items(), key=lambda x: x[0]):
|
|
if preprocessor is not None:
|
|
kwargs = preprocessor.copy()
|
|
preprocessor_cls = kwargs.pop("type")
|
|
preprocessor_cls = import_item(preprocessor_cls)
|
|
if preprocessor_cls.__name__ in self.config:
|
|
kwargs.update(self.config[preprocessor_cls.__name__])
|
|
preprocessor = preprocessor_cls(**kwargs)
|
|
self.register_preprocessor(preprocessor)
|
|
|
|
def _get_conf(self):
|
|
conf = {} # the configuration once all conf files are merged
|
|
for path in map(Path, self.template_paths):
|
|
conf_path = path / "conf.json"
|
|
if conf_path.exists():
|
|
with conf_path.open() as f:
|
|
conf = recursive_update(conf, json.load(f))
|
|
return conf
|
|
|
|
@default("template_paths")
|
|
def _template_paths(self, prune=True, root_dirs=None):
|
|
paths = []
|
|
root_dirs = self.get_prefix_root_dirs()
|
|
template_names = self.get_template_names()
|
|
for template_name in template_names:
|
|
for base_dir in self.extra_template_basedirs:
|
|
path = os.path.join(base_dir, template_name)
|
|
if not prune or os.path.exists(path):
|
|
paths.append(path)
|
|
for root_dir in root_dirs:
|
|
base_dir = os.path.join(root_dir, "nbconvert", "templates")
|
|
path = os.path.join(base_dir, template_name)
|
|
if not prune or os.path.exists(path):
|
|
paths.append(path)
|
|
|
|
for root_dir in root_dirs:
|
|
# we include root_dir for when we want to be very explicit, e.g.
|
|
# {% extends 'nbconvert/templates/classic/base.html' %}
|
|
paths.append(root_dir)
|
|
# we include base_dir for when we want to be explicit, but less than root_dir, e.g.
|
|
# {% extends 'classic/base.html' %}
|
|
base_dir = os.path.join(root_dir, "nbconvert", "templates")
|
|
paths.append(base_dir)
|
|
|
|
compatibility_dir = os.path.join(root_dir, "nbconvert", "templates", "compatibility")
|
|
paths.append(compatibility_dir)
|
|
|
|
additional_paths = []
|
|
for path in self.template_data_paths:
|
|
if not prune or os.path.exists(path):
|
|
additional_paths.append(path)
|
|
|
|
return paths + self.extra_template_paths + additional_paths
|
|
|
|
@classmethod
|
|
def get_compatibility_base_template_conf(cls, name):
|
|
# Hard-coded base template confs to use for backwards compatibility for 5.x-only templates
|
|
if name == "display_priority":
|
|
return dict(base_template="base")
|
|
if name == "full":
|
|
return dict(base_template="classic", mimetypes={"text/html": True})
|
|
|
|
def get_template_names(self):
|
|
# finds a list of template names where each successive template name is the base template
|
|
template_names = []
|
|
root_dirs = self.get_prefix_root_dirs()
|
|
base_template = self.template_name
|
|
merged_conf = {} # the configuration once all conf files are merged
|
|
while base_template is not None:
|
|
template_names.append(base_template)
|
|
conf = {}
|
|
found_at_least_one = False
|
|
for base_dir in self.extra_template_basedirs:
|
|
template_dir = os.path.join(base_dir, base_template)
|
|
if os.path.exists(template_dir):
|
|
found_at_least_one = True
|
|
conf_file = os.path.join(template_dir, "conf.json")
|
|
if os.path.exists(conf_file):
|
|
with open(conf_file) as f:
|
|
conf = recursive_update(json.load(f), conf)
|
|
for root_dir in root_dirs:
|
|
template_dir = os.path.join(root_dir, "nbconvert", "templates", base_template)
|
|
if os.path.exists(template_dir):
|
|
found_at_least_one = True
|
|
conf_file = os.path.join(template_dir, "conf.json")
|
|
if os.path.exists(conf_file):
|
|
with open(conf_file) as f:
|
|
conf = recursive_update(json.load(f), conf)
|
|
if not found_at_least_one:
|
|
# Check for backwards compatibility template names
|
|
for root_dir in root_dirs:
|
|
compatibility_file = base_template + ".tpl"
|
|
compatibility_path = os.path.join(
|
|
root_dir, "nbconvert", "templates", "compatibility", compatibility_file
|
|
)
|
|
if os.path.exists(compatibility_path):
|
|
found_at_least_one = True
|
|
warnings.warn(
|
|
f"5.x template name passed '{self.template_name}'. Use 'lab' or 'classic' for new template usage.",
|
|
DeprecationWarning,
|
|
)
|
|
self.template_file = compatibility_file
|
|
conf = self.get_compatibility_base_template_conf(base_template)
|
|
self.template_name = conf.get("base_template")
|
|
break
|
|
if not found_at_least_one:
|
|
paths = "\n\t".join(root_dirs)
|
|
raise ValueError(
|
|
"No template sub-directory with name %r found in the following paths:\n\t%s"
|
|
% (base_template, paths)
|
|
)
|
|
merged_conf = recursive_update(dict(conf), merged_conf)
|
|
base_template = conf.get("base_template")
|
|
conf = merged_conf
|
|
mimetypes = [mimetype for mimetype, enabled in conf.get("mimetypes", {}).items() if enabled]
|
|
if self.output_mimetype and self.output_mimetype not in mimetypes and mimetypes:
|
|
supported_mimetypes = "\n\t".join(mimetypes)
|
|
raise ValueError(
|
|
"Unsupported mimetype %r for template %r, mimetypes supported are: \n\t%s"
|
|
% (self.output_mimetype, self.template_name, supported_mimetypes)
|
|
)
|
|
return template_names
|
|
|
|
def get_prefix_root_dirs(self):
|
|
# We look at the usual jupyter locations, and for development purposes also
|
|
# relative to the package directory (first entry, meaning with highest precedence)
|
|
root_dirs = []
|
|
if DEV_MODE:
|
|
root_dirs.append(os.path.abspath(os.path.join(ROOT, "..", "..", "share", "jupyter")))
|
|
root_dirs.extend(jupyter_path())
|
|
return root_dirs
|
|
|
|
def _init_resources(self, resources):
|
|
resources = super()._init_resources(resources)
|
|
resources["deprecated"] = deprecated
|
|
return resources
|