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- """Tools for managing kernel specs"""
- # Copyright (c) Jupyter Development Team.
- # Distributed under the terms of the Modified BSD License.
- import errno
- import io
- import json
- import os
- import re
- import shutil
- import warnings
- pjoin = os.path.join
- from ipython_genutils.py3compat import PY3
- from traitlets import (
- HasTraits, List, Unicode, Dict, Set, Bool, Type, CaselessStrEnum
- )
- from traitlets.config import LoggingConfigurable
- from jupyter_core.paths import jupyter_data_dir, jupyter_path, SYSTEM_JUPYTER_PATH
- NATIVE_KERNEL_NAME = 'python3' if PY3 else 'python2'
- class KernelSpec(HasTraits):
- argv = List()
- display_name = Unicode()
- language = Unicode()
- env = Dict()
- resource_dir = Unicode()
- interrupt_mode = CaselessStrEnum(
- ['message', 'signal'], default_value='signal'
- )
- metadata = Dict()
- @classmethod
- def from_resource_dir(cls, resource_dir):
- """Create a KernelSpec object by reading kernel.json
- Pass the path to the *directory* containing kernel.json.
- """
- kernel_file = pjoin(resource_dir, 'kernel.json')
- with io.open(kernel_file, 'r', encoding='utf-8') as f:
- kernel_dict = json.load(f)
- return cls(resource_dir=resource_dir, **kernel_dict)
- def to_dict(self):
- d = dict(argv=self.argv,
- env=self.env,
- display_name=self.display_name,
- language=self.language,
- interrupt_mode=self.interrupt_mode,
- metadata=self.metadata,
- )
- return d
- def to_json(self):
- """Serialise this kernelspec to a JSON object.
- Returns a string.
- """
- return json.dumps(self.to_dict())
- _kernel_name_pat = re.compile(r'^[a-z0-9._\-]+$', re.IGNORECASE)
- def _is_valid_kernel_name(name):
- """Check that a kernel name is valid."""
- # quote is not unicode-safe on Python 2
- return _kernel_name_pat.match(name)
- _kernel_name_description = "Kernel names can only contain ASCII letters and numbers and these separators:" \
- " - . _ (hyphen, period, and underscore)."
- def _is_kernel_dir(path):
- """Is ``path`` a kernel directory?"""
- return os.path.isdir(path) and os.path.isfile(pjoin(path, 'kernel.json'))
- def _list_kernels_in(dir):
- """Return a mapping of kernel names to resource directories from dir.
- If dir is None or does not exist, returns an empty dict.
- """
- if dir is None or not os.path.isdir(dir):
- return {}
- kernels = {}
- for f in os.listdir(dir):
- path = pjoin(dir, f)
- if not _is_kernel_dir(path):
- continue
- key = f.lower()
- if not _is_valid_kernel_name(key):
- warnings.warn("Invalid kernelspec directory name (%s): %s"
- % (_kernel_name_description, path), stacklevel=3,
- )
- kernels[key] = path
- return kernels
- class NoSuchKernel(KeyError):
- def __init__(self, name):
- self.name = name
- def __str__(self):
- return "No such kernel named {}".format(self.name)
- class KernelSpecManager(LoggingConfigurable):
- kernel_spec_class = Type(KernelSpec, config=True,
- help="""The kernel spec class. This is configurable to allow
- subclassing of the KernelSpecManager for customized behavior.
- """
- )
- ensure_native_kernel = Bool(True, config=True,
- help="""If there is no Python kernelspec registered and the IPython
- kernel is available, ensure it is added to the spec list.
- """
- )
- data_dir = Unicode()
- def _data_dir_default(self):
- return jupyter_data_dir()
- user_kernel_dir = Unicode()
- def _user_kernel_dir_default(self):
- return pjoin(self.data_dir, 'kernels')
- whitelist = Set(config=True,
- help="""Whitelist of allowed kernel names.
- By default, all installed kernels are allowed.
- """
- )
- kernel_dirs = List(
- help="List of kernel directories to search. Later ones take priority over earlier."
- )
- def _kernel_dirs_default(self):
- dirs = jupyter_path('kernels')
- # At some point, we should stop adding .ipython/kernels to the path,
- # but the cost to keeping it is very small.
- try:
- from IPython.paths import get_ipython_dir
- except ImportError:
- try:
- from IPython.utils.path import get_ipython_dir
- except ImportError:
- # no IPython, no ipython dir
- get_ipython_dir = None
- if get_ipython_dir is not None:
- dirs.append(os.path.join(get_ipython_dir(), 'kernels'))
- return dirs
- def find_kernel_specs(self):
- """Returns a dict mapping kernel names to resource directories."""
- d = {}
- for kernel_dir in self.kernel_dirs:
- kernels = _list_kernels_in(kernel_dir)
- for kname, spec in kernels.items():
- if kname not in d:
- self.log.debug("Found kernel %s in %s", kname, kernel_dir)
- d[kname] = spec
- if self.ensure_native_kernel and NATIVE_KERNEL_NAME not in d:
- try:
- from ipykernel.kernelspec import RESOURCES
- self.log.debug("Native kernel (%s) available from %s",
- NATIVE_KERNEL_NAME, RESOURCES)
- d[NATIVE_KERNEL_NAME] = RESOURCES
- except ImportError:
- self.log.warning("Native kernel (%s) is not available", NATIVE_KERNEL_NAME)
- if self.whitelist:
- # filter if there's a whitelist
- d = {name:spec for name,spec in d.items() if name in self.whitelist}
- return d
- # TODO: Caching?
- def _get_kernel_spec_by_name(self, kernel_name, resource_dir):
- """ Returns a :class:`KernelSpec` instance for a given kernel_name
- and resource_dir.
- """
- if kernel_name == NATIVE_KERNEL_NAME:
- try:
- from ipykernel.kernelspec import RESOURCES, get_kernel_dict
- except ImportError:
- # It should be impossible to reach this, but let's play it safe
- pass
- else:
- if resource_dir == RESOURCES:
- return self.kernel_spec_class(resource_dir=resource_dir, **get_kernel_dict())
- return self.kernel_spec_class.from_resource_dir(resource_dir)
- def _find_spec_directory(self, kernel_name):
- """Find the resource directory of a named kernel spec"""
- for kernel_dir in self.kernel_dirs:
- try:
- files = os.listdir(kernel_dir)
- except OSError as e:
- if e.errno in (errno.ENOTDIR, errno.ENOENT):
- continue
- raise
- for f in files:
- path = pjoin(kernel_dir, f)
- if f.lower() == kernel_name and _is_kernel_dir(path):
- return path
- if kernel_name == NATIVE_KERNEL_NAME:
- try:
- from ipykernel.kernelspec import RESOURCES
- except ImportError:
- pass
- else:
- return RESOURCES
- def get_kernel_spec(self, kernel_name):
- """Returns a :class:`KernelSpec` instance for the given kernel_name.
- Raises :exc:`NoSuchKernel` if the given kernel name is not found.
- """
- if not _is_valid_kernel_name(kernel_name):
- self.log.warning("Kernelspec name %r is invalid: %s", kernel_name,
- _kernel_name_description)
- resource_dir = self._find_spec_directory(kernel_name.lower())
- if resource_dir is None:
- raise NoSuchKernel(kernel_name)
- return self._get_kernel_spec_by_name(kernel_name, resource_dir)
- def get_all_specs(self):
- """Returns a dict mapping kernel names to kernelspecs.
- Returns a dict of the form::
- {
- 'kernel_name': {
- 'resource_dir': '/path/to/kernel_name',
- 'spec': {"the spec itself": ...}
- },
- ...
- }
- """
- d = self.find_kernel_specs()
- res = {}
- for kname, resource_dir in d.items():
- try:
- if self.__class__ is KernelSpecManager:
- spec = self._get_kernel_spec_by_name(kname, resource_dir)
- else:
- # avoid calling private methods in subclasses,
- # which may have overridden find_kernel_specs
- # and get_kernel_spec, but not the newer get_all_specs
- spec = self.get_kernel_spec(kname)
- res[kname] = {
- "resource_dir": resource_dir,
- "spec": spec.to_dict()
- }
- except Exception:
- self.log.warning("Error loading kernelspec %r", kname, exc_info=True)
- return res
- def remove_kernel_spec(self, name):
- """Remove a kernel spec directory by name.
- Returns the path that was deleted.
- """
- save_native = self.ensure_native_kernel
- try:
- self.ensure_native_kernel = False
- specs = self.find_kernel_specs()
- finally:
- self.ensure_native_kernel = save_native
- spec_dir = specs[name]
- self.log.debug("Removing %s", spec_dir)
- if os.path.islink(spec_dir):
- os.remove(spec_dir)
- else:
- shutil.rmtree(spec_dir)
- return spec_dir
- def _get_destination_dir(self, kernel_name, user=False, prefix=None):
- if user:
- return os.path.join(self.user_kernel_dir, kernel_name)
- elif prefix:
- return os.path.join(os.path.abspath(prefix), 'share', 'jupyter', 'kernels', kernel_name)
- else:
- return os.path.join(SYSTEM_JUPYTER_PATH[0], 'kernels', kernel_name)
- def install_kernel_spec(self, source_dir, kernel_name=None, user=False,
- replace=None, prefix=None):
- """Install a kernel spec by copying its directory.
- If ``kernel_name`` is not given, the basename of ``source_dir`` will
- be used.
- If ``user`` is False, it will attempt to install into the systemwide
- kernel registry. If the process does not have appropriate permissions,
- an :exc:`OSError` will be raised.
- If ``prefix`` is given, the kernelspec will be installed to
- PREFIX/share/jupyter/kernels/KERNEL_NAME. This can be sys.prefix
- for installation inside virtual or conda envs.
- """
- source_dir = source_dir.rstrip('/\\')
- if not kernel_name:
- kernel_name = os.path.basename(source_dir)
- kernel_name = kernel_name.lower()
- if not _is_valid_kernel_name(kernel_name):
- raise ValueError("Invalid kernel name %r. %s" % (kernel_name, _kernel_name_description))
- if user and prefix:
- raise ValueError("Can't specify both user and prefix. Please choose one or the other.")
- if replace is not None:
- warnings.warn(
- "replace is ignored. Installing a kernelspec always replaces an existing installation",
- DeprecationWarning,
- stacklevel=2,
- )
- destination = self._get_destination_dir(kernel_name, user=user, prefix=prefix)
- self.log.debug('Installing kernelspec in %s', destination)
- kernel_dir = os.path.dirname(destination)
- if kernel_dir not in self.kernel_dirs:
- self.log.warning("Installing to %s, which is not in %s. The kernelspec may not be found.",
- kernel_dir, self.kernel_dirs,
- )
- if os.path.isdir(destination):
- self.log.info('Removing existing kernelspec in %s', destination)
- shutil.rmtree(destination)
- shutil.copytree(source_dir, destination)
- self.log.info('Installed kernelspec %s in %s', kernel_name, destination)
- return destination
- def install_native_kernel_spec(self, user=False):
- """DEPRECATED: Use ipykernel.kenelspec.install"""
- warnings.warn("install_native_kernel_spec is deprecated."
- " Use ipykernel.kernelspec import install.", stacklevel=2)
- from ipykernel.kernelspec import install
- install(self, user=user)
- def find_kernel_specs():
- """Returns a dict mapping kernel names to resource directories."""
- return KernelSpecManager().find_kernel_specs()
- def get_kernel_spec(kernel_name):
- """Returns a :class:`KernelSpec` instance for the given kernel_name.
- Raises KeyError if the given kernel name is not found.
- """
- return KernelSpecManager().get_kernel_spec(kernel_name)
- def install_kernel_spec(source_dir, kernel_name=None, user=False, replace=False,
- prefix=None):
- return KernelSpecManager().install_kernel_spec(source_dir, kernel_name,
- user, replace, prefix)
- install_kernel_spec.__doc__ = KernelSpecManager.install_kernel_spec.__doc__
- def install_native_kernel_spec(user=False):
- return KernelSpecManager().install_native_kernel_spec(user=user)
- install_native_kernel_spec.__doc__ = KernelSpecManager.install_native_kernel_spec.__doc__
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