Docker安裝配置JupyterNotebook詳解

来源:https://www.cnblogs.com/yourxiong/archive/2023/09/10/17692123.html
-Advertisement-
Play Games

因為Docker Hub無法打開,Jupyter Notebook等官方鏡像也無法下載,所以另闢蹊徑下載了熱門的Python3基礎鏡像,從頭開始安裝純凈版本的Jupyter Notebook環境,本文記錄了完整的Jupyter Notebook安裝過程,方便自己查閱,也供其他人員參考,請確保當前已有 ...


因為Docker Hub無法打開,Jupyter Notebook等官方鏡像也無法下載,所以另闢蹊徑下載了熱門的Python3基礎鏡像,從頭開始安裝純凈版本的Jupyter Notebook環境,本文記錄了完整的Jupyter Notebook安裝過程,方便自己查閱,也供其他人員參考,請確保當前已有Docker運行環境

直接拉取最新Python鏡像,映射宿主機與容器內部目錄,因為目前只用到Notebook的Web服務,所以只映射了一個埠開放使用

docker run -itd -p 2222:2222 -v /home/jupyter:/home/jupyter --name jupyter python

進入鏡像容器內部

docker exec -it `容器編號` /bin/bash

設置pip下載鏡像源為清華

pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple

下載jupyter,預設會下載最新版本7.X的Notebook,但是目前最新版本安裝nbextensions插件會報錯,所以這裡下載6.X的Notebook最後版本

pip install jupyter
pip install jupyter notebook==6.5.5

生成Jupyter預設配置文件,並自定義配置選項

jupyter notebook --generate-config
生成配置文件後,控制台會列印生成的文件地址,通常是這個 /root/.jupyter/jupyter_notebook_config.py,如果生成的文件已經存在,會提示你是否需要覆蓋,根據自己需要選擇即可
因為此鏡像沒有Vim編輯器,我們可以按照如下步驟使用cat快速編輯保存配置
  • 使用cat jupyter_notebook_config.py命令查看配置文件,並選中複製到電腦文本中
  • 找到如下配置項,不同版本略有不同,但尾碼相同,最後會附上當前完整配置以供參考
    • c.NotebookApp.allow_remote_access = True # 允許遠程訪問
    • c.NotebookApp.ip='0.0.0.0' # 自動獲取伺服器ip
    • c.NotebookApp.allow_root =True # 打開root許可權啟動
    • c.NotebookApp.open_browser = False # 服務端禁止自動打開瀏覽器
    • c.NotebookApp.port = 2222 # 創建docker時候配置的埠號
  • 上面設置項改完後,可以複製編輯好的全部配置文件,使用命令cat > jupyter_notebook_config.py 覆蓋當前所有配置,最後 Ctrl+D保存文本,也可以使用命令cat >> jupyter_notebook_config.py 追加自己更改的設置項

配置文件成功後,可以在當前目錄使用命令 jupyter notebook啟動服務,控制台沒什麼報錯的話會列印Jupyter Notebook訪問地址鏈接,複製好鏈接中的token後面的值,我們便可以在打開的頁面中輸入token值,用來設置初始訪問密碼

當然我們可以事先生成密碼,然後設置到配置文件中,但是上面的方法更為簡單,以下方法僅供參考

  • ipython
  • from notebook.auth import passwd
  • passwd()
  • Enter password: XXXX
  • Verify password: XXXX
  • Out[2]: '生成的密鑰'

複製生成的密鑰,填入配置文件的 c.NotebookApp.password 項中 註意前面有 u

示例 c.NotebookApp.password=u'生成的密鑰'

後臺運行Jupyter Notebook

上面使用命令jupyter notebook啟動服務後,控制台不方便執行其他命令,可以先使用Ctrl+C中斷服務,在當前目錄下使用nohup jupyter notebook &以啟動後臺服務,預設當前目錄為工作目錄,新建的文件會保存在此處,也可以指定工作目錄,如jupyter notebook --notebook-dir='工作目錄地址',註意,如果當前埠存在衝突時,Jupyter服務的埠會自動順延至下一個可用的埠,會導致服務無法訪問,可以使用命令 ps aux |grep note查看當前是否已存在運行服務,然後使用kill -9 服務的PID殺掉對應進程

下載插件管理器nbextensions,並安裝

pip install jupyter_contrib_nbextensions && jupyter contrib nbextension install --user
當前我開啟的插件,根據自己需求來
  • Export Embedded HTML
  • RISE
  • Hinterland
  • Nbextensions dashboard tab
  • Table of Contents (2)
  • Variable Inspector
  • Code prettify
  • Hide input all
  • Nbextensions edit menu item
  • zenmode

使用主題(優雅的主題更舒心)

pip install jupyterthemes

可以使用 jt -ls 查看當前所有主題名稱,jt -t 主題名稱可以切換到對應主題,切換主題,通常無需重啟Jupyter Notebook,刷新Notebook頁面即可看到變化,最後可以使用jt -r還原為預設主題

附我當前使用的主題配置 jt -t gruvboxd -fs 12 -cellw 80% -ofs 11 -dfs 11 -T -N

說明 -f(字體) -fs(字體大小) -cellw(占屏比或寬度) -ofs(輸出段的字型大小) -T(顯示工具欄) -N(顯示自己主機名)

看自己需要,是否需要安裝下麵插件

  • 報表展示 pip install plotly_express
  • 報表展示 pip install pyecharts
  • 查看當前系統環境信息 pip install watermark
  • 幻燈片插件 pip install rise
%load_ext watermark
%watermark

查看當前Jupyter中已有的核心包版本

jupyter --version

附 jupyter-notebook完整配置文件

# Configuration file for jupyter-notebook.

c = get_config()  #noqa

#------------------------------------------------------------------------------
# Application(SingletonConfigurable) configuration
#------------------------------------------------------------------------------
## This is an application.

## The date format used by logging formatters for %(asctime)s
#  Default: '%Y-%m-%d %H:%M:%S'
# c.Application.log_datefmt = '%Y-%m-%d %H:%M:%S'

## The Logging format template
#  Default: '[%(name)s]%(highlevel)s %(message)s'
# c.Application.log_format = '[%(name)s]%(highlevel)s %(message)s'

## Set the log level by value or name.
#  Choices: any of [0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL']
#  Default: 30
# c.Application.log_level = 30

## Configure additional log handlers.
#
#  The default stderr logs handler is configured by the log_level, log_datefmt
#  and log_format settings.
#
#  This configuration can be used to configure additional handlers (e.g. to
#  output the log to a file) or for finer control over the default handlers.
#
#  If provided this should be a logging configuration dictionary, for more
#  information see:
#  https://docs.python.org/3/library/logging.config.html#logging-config-
#  dictschema
#
#  This dictionary is merged with the base logging configuration which defines
#  the following:
#
#  * A logging formatter intended for interactive use called
#    ``console``.
#  * A logging handler that writes to stderr called
#    ``console`` which uses the formatter ``console``.
#  * A logger with the name of this application set to ``DEBUG``
#    level.
#
#  This example adds a new handler that writes to a file:
#
#  .. code-block:: python
#
#     c.Application.logging_config = {
#         'handlers': {
#             'file': {
#                 'class': 'logging.FileHandler',
#                 'level': 'DEBUG',
#                 'filename': '<path/to/file>',
#             }
#         },
#         'loggers': {
#             '<application-name>': {
#                 'level': 'DEBUG',
#                 # NOTE: if you don't list the default "console"
#                 # handler here then it will be disabled
#                 'handlers': ['console', 'file'],
#             },
#         }
#     }
#  Default: {}
# c.Application.logging_config = {}

## Instead of starting the Application, dump configuration to stdout
#  Default: False
# c.Application.show_config = False

## Instead of starting the Application, dump configuration to stdout (as JSON)
#  Default: False
# c.Application.show_config_json = False

#------------------------------------------------------------------------------
# JupyterApp(Application) configuration
#------------------------------------------------------------------------------
## Base class for Jupyter applications

## Answer yes to any prompts.
#  Default: False
# c.JupyterApp.answer_yes = False

## Full path of a config file.
#  Default: ''
# c.JupyterApp.config_file = ''

## Specify a config file to load.
#  Default: ''
# c.JupyterApp.config_file_name = ''

## Generate default config file.
#  Default: False
# c.JupyterApp.generate_config = False

## The date format used by logging formatters for %(asctime)s
#  See also: Application.log_datefmt
# c.JupyterApp.log_datefmt = '%Y-%m-%d %H:%M:%S'

## The Logging format template
#  See also: Application.log_format
# c.JupyterApp.log_format = '[%(name)s]%(highlevel)s %(message)s'

## Set the log level by value or name.
#  See also: Application.log_level
# c.JupyterApp.log_level = 30

##
#  See also: Application.logging_config
# c.JupyterApp.logging_config = {}

## Instead of starting the Application, dump configuration to stdout
#  See also: Application.show_config
# c.JupyterApp.show_config = False

## Instead of starting the Application, dump configuration to stdout (as JSON)
#  See also: Application.show_config_json
# c.JupyterApp.show_config_json = False

#------------------------------------------------------------------------------
# NotebookApp(JupyterApp) configuration
#------------------------------------------------------------------------------
## Set the Access-Control-Allow-Credentials: true header
#  Default: False
# c.NotebookApp.allow_credentials = False

## Set the Access-Control-Allow-Origin header
#
#          Use '*' to allow any origin to access your server.
#
#          Takes precedence over allow_origin_pat.
#  Default: ''
# c.NotebookApp.allow_origin = ''

## Use a regular expression for the Access-Control-Allow-Origin header
#
#          Requests from an origin matching the expression will get replies with:
#
#              Access-Control-Allow-Origin: origin
#
#          where `origin` is the origin of the request.
#
#          Ignored if allow_origin is set.
#  Default: ''
# c.NotebookApp.allow_origin_pat = ''

## Allow password to be changed at login for the notebook server.
#
#                      While logging in with a token, the notebook server UI will give the opportunity to
#                      the user to enter a new password at the same time that will replace
#                      the token login mechanism.
#
#                      This can be set to false to prevent changing password from
#  the UI/API.
#  Default: True
# c.NotebookApp.allow_password_change = True

## Allow requests where the Host header doesn't point to a local server
#
#         By default, requests get a 403 forbidden response if the 'Host' header
#         shows that the browser thinks it's on a non-local domain.
#         Setting this option to True disables this check.
#
#         This protects against 'DNS rebinding' attacks, where a remote web server
#         serves you a page and then changes its DNS to send later requests to a
#         local IP, bypassing same-origin checks.
#
#         Local IP addresses (such as 127.0.0.1 and ::1) are allowed as local,
#         along with hostnames configured in local_hostnames.
#  Default: False
c.NotebookApp.allow_remote_access = True

## Whether to allow the user to run the notebook as root.
#  Default: False
c.NotebookApp.allow_root = True

## Answer yes to any prompts.
#  See also: JupyterApp.answer_yes
# c.NotebookApp.answer_yes = False

## "
#          Require authentication to access prometheus metrics.
#  Default: True
# c.NotebookApp.authenticate_prometheus = True

## Reload the webapp when changes are made to any Python src files.
#  Default: False
# c.NotebookApp.autoreload = False

## DEPRECATED use base_url
#  Default: '/'
# c.NotebookApp.base_project_url = '/'

## The base URL for the notebook server.
#
#                                 Leading and trailing slashes can be omitted,
#                                 and will automatically be added.
#  Default: '/'
# c.NotebookApp.base_url = '/'

## Specify what command to use to invoke a web
#                        browser when opening the notebook. If not specified, the
#                        default browser will be determined by the `webbrowser`
#                        standard library module, which allows setting of the
#                        BROWSER environment variable to override it.
#  Default: ''
# c.NotebookApp.browser = ''

## The full path to an SSL/TLS certificate file.
#  Default: ''
# c.NotebookApp.certfile = ''

## The full path to a certificate authority certificate for SSL/TLS client
#  authentication.
#  Default: ''
# c.NotebookApp.client_ca = ''

## Full path of a config file.
#  See also: JupyterApp.config_file
# c.NotebookApp.config_file = ''

## Specify a config file to load.
#  See also: JupyterApp.config_file_name
# c.NotebookApp.config_file_name = ''

## The config manager class to use
#  Default: 'notebook.services.config.manager.ConfigManager'
# c.NotebookApp.config_manager_class = 'notebook.services.config.manager.ConfigManager'

## The notebook manager class to use.
#  Default: 'notebook.services.contents.largefilemanager.LargeFileManager'
# c.NotebookApp.contents_manager_class = 'notebook.services.contents.largefilemanager.LargeFileManager'

## Extra keyword arguments to pass to `set_secure_cookie`. See tornado's
#  set_secure_cookie docs for details.
#  Default: {}
# c.NotebookApp.cookie_options = {}

## The random bytes used to secure cookies.
#          By default this is a new random number every time you start the Notebook.
#          Set it to a value in a config file to enable logins to persist across server sessions.
#
#          Note: Cookie secrets should be kept private, do not share config files with
#          cookie_secret stored in plaintext (you can read the value from a file).
#  Default: b''
# c.NotebookApp.cookie_secret = b''

## The file where the cookie secret is stored.
#  Default: ''
# c.NotebookApp.cookie_secret_file = ''

## Override URL shown to users.
#
#          Replace actual URL, including protocol, address, port and base URL,
#          with the given value when displaying URL to the users. Do not change
#          the actual connection URL. If authentication token is enabled, the
#          token is added to the custom URL automatically.
#
#          This option is intended to be used when the URL to display to the user
#          cannot be determined reliably by the Jupyter notebook server (proxified
#          or containerized setups for example).
#  Default: ''
# c.NotebookApp.custom_display_url = ''

## The default URL to redirect to from `/`
#  Default: '/tree'
# c.NotebookApp.default_url = '/tree'

## Disable cross-site-request-forgery protection
#
#          Jupyter notebook 4.3.1 introduces protection from cross-site request forgeries,
#          requiring API requests to either:
#
#          - originate from pages served by this server (validated with XSRF cookie and token), or
#          - authenticate with a token
#
#          Some anonymous compute resources still desire the ability to run code,
#          completely without authentication.
#          These services can disable all authentication and security checks,
#          with the full knowledge of what that implies.
#  Default: False
# c.NotebookApp.disable_check_xsrf = False

## Whether to enable MathJax for typesetting math/TeX
#
#          MathJax is the javascript library Jupyter uses to render math/LaTeX. It is
#          very large, so you may want to disable it if you have a slow internet
#          connection, or for offline use of the notebook.
#
#          When disabled, equations etc. will appear as their untransformed TeX
#  source.
#  Default: True
# c.NotebookApp.enable_mathjax = True

## extra paths to look for Javascript notebook extensions
#  Default: []
# c.NotebookApp.extra_nbextensions_path = []

## handlers that should be loaded at higher priority than the default services
#  Default: []
# c.NotebookApp.extra_services = []

## Extra paths to search for serving static files.
#
#          This allows adding javascript/css to be available from the notebook server machine,
#          or overriding individual files in the IPython
#  Default: []
# c.NotebookApp.extra_static_paths = []

## Extra paths to search for serving jinja templates.
#
#          Can be used to override templates from notebook.templates.
#  Default: []
# c.NotebookApp.extra_template_paths = []

#  Default: ''
# c.NotebookApp.file_to_run = ''

## Generate default config file.
#  See also: JupyterApp.generate_config
# c.NotebookApp.generate_config = False

## Extra keyword arguments to pass to `get_secure_cookie`. See tornado's
#  get_secure_cookie docs for details.
#  Default: {}
# c.NotebookApp.get_secure_cookie_kwargs = {}

## Deprecated: Use minified JS file or not, mainly use during dev to avoid JS
#  recompilation
#  Default: False
# c.NotebookApp.ignore_minified_js = False

## (bytes/sec)
#          Maximum rate at which stream output can be sent on iopub before they are
#          limited.
#  Default: 1000000
# c.NotebookApp.iopub_data_rate_limit = 1000000

## (msgs/sec)
#          Maximum rate at which messages can be sent on iopub before they are
#          limited.
#  Default: 1000
# c.NotebookApp.iopub_msg_rate_limit = 1000

## The IP address the notebook server will listen on.
#  Default: 'localhost'
c.NotebookApp.ip = '0.0.0.0'

## Supply extra arguments that will be passed to Jinja environment.
#  Default: {}
# c.NotebookApp.jinja_environment_options = {}

## Extra variables to supply to jinja templates when rendering.
#  Default: {}
# c.NotebookApp.jinja_template_vars = {}

## The kernel manager class to use.
#  Default: 'notebook.services.kernels.kernelmanager.MappingKernelManager'
# c.NotebookApp.kernel_manager_class = 'notebook.services.kernels.kernelmanager.MappingKernelManager'

## The kernel spec manager class to use. Should be a subclass of
#  `jupyter_client.kernelspec.KernelSpecManager`.
#
#  The Api of KernelSpecManager is provisional and might change without warning
#  between this version of Jupyter and the next stable one.
#  Default: 'jupyter_client.kernelspec.KernelSpecManager'
# c.NotebookApp.kernel_spec_manager_class = 'jupyter_client.kernelspec.KernelSpecManager'

## The full path to a private key file for usage with SSL/TLS.
#  Default: ''
# c.NotebookApp.keyfile = ''

## Hostnames to allow as local when allow_remote_access is False.
#
#         Local IP addresses (such as 127.0.0.1 and ::1) are automatically accepted
#         as local as well.
#  Default: ['localhost']
# c.NotebookApp.local_hostnames = ['localhost']

## The date format used by logging formatters for %(asctime)s
#  See also: Application.log_datefmt
# c.NotebookApp.log_datefmt = '%Y-%m-%d %H:%M:%S'

## The Logging format template
#  See also: Application.log_format
# c.NotebookApp.log_format = '[%(name)s]%(highlevel)s %(message)s'

## Set to True to enable JSON formatted logs. Run "pip install notebook[json-
#  logging]" to install the required dependent packages. Can also be set using
#  the environment variable JUPYTER_ENABLE_JSON_LOGGING=true.
#  Default: False
# c.NotebookApp.log_json = False

## Set the log level by value or name.
#  See also: Application.log_level
# c.NotebookApp.log_level = 30

##
#  See also: Application.logging_config
# c.NotebookApp.logging_config = {}

## The login handler class to use.
#  Default: 'notebook.auth.login.LoginHandler'
# c.NotebookApp.login_handler_class = 'notebook.auth.login.LoginHandler'

## The logout handler class to use.
#  Default: 'notebook.auth.logout.LogoutHandler'
# c.NotebookApp.logout_handler_class = 'notebook.auth.logout.LogoutHandler'

## The MathJax.js configuration file that is to be used.
#  Default: 'TeX-AMS-MML_HTMLorMML-full,Safe'
# c.NotebookApp.mathjax_config = 'TeX-AMS-MML_HTMLorMML-full,Safe'

## A custom url for MathJax.js.
#          Should be in the form of a case-sensitive url to MathJax,
#          for example:  /static/components/MathJax/MathJax.js
#  Default: ''
# c.NotebookApp.mathjax_url = ''

## Sets the maximum allowed size of the client request body, specified in the
#  Content-Length request header field. If the size in a request exceeds the
#  configured value, a malformed HTTP message is returned to the client.
#
#  Note: max_body_size is applied even in streaming mode.
#  Default: 536870912
# c.NotebookApp.max_body_size = 536870912

## Gets or sets the maximum amount of memory, in bytes, that is allocated for use
#  by the buffer manager.
#  Default: 536870912
# c.NotebookApp.max_buffer_size = 536870912

## Gets or sets a lower bound on the open file handles process resource limit.
#  This may need to be increased if you run into an OSError: [Errno 24] Too many
#  open files. This is not applicable when running on Windows.
#  Default: 0
# c.NotebookApp.min_open_files_limit = 0

## Dict of Python modules to load as notebook server extensions. Entry values can
#  be used to enable and disable the loading of the extensions. The extensions
#  will be loaded in alphabetical order.
#  Default: {}
# c.NotebookApp.nbserver_extensions = {}

## The directory to use for notebooks and kernels.
#  Default: ''
# c.NotebookApp.notebook_dir = ''

## Whether to open in a browser after starting.
#                          The specific browser used is platform dependent and
#                          determined by the python standard library `webbrowser`
#                          module, unless it is overridden using the --browser
#                          (NotebookApp.browser) configuration option.
#  Default: True
c.NotebookApp.open_browser = False

## Hashed password to use for web authentication.
#
#                        To generate, type in a python/IPython shell:
#
#                          from notebook.auth import passwd; passwd()
#
#                        The string should be of the form type:salt:hashed-
#  password.
#  Default: ''
# c.NotebookApp.password = ''

## Forces users to use a password for the Notebook server.
#                        This is useful in a multi user environment, for instance when
#                        everybody in the LAN can access each other's machine through ssh.
#
#                        In such a case, serving the notebook server on localhost is not secure
#                        since any user can connect to the notebook server via ssh.
#  Default: False
# c.NotebookApp.password_required = False

## The port the notebook server will listen on (env: JUPYTER_PORT).
#  Default: 8888
c.NotebookApp.port = 2222

## The number of additional ports to try if the specified port is not available
#  (env: JUPYTER_PORT_RETRIES).
#  Default: 50
# c.NotebookApp.port_retries = 50

## DISABLED: use %pylab or %matplotlib in the notebook to enable matplotlib.
#  Default: 'disabled'
# c.NotebookApp.pylab = 'disabled'

## If True, display a button in the dashboard to quit
#          (shutdown the notebook server).
#  Default: True
# c.NotebookApp.quit_button = True

## (sec) Time window used to
#          check the message and data rate limits.
#  Default: 3
# c.NotebookApp.rate_limit_window = 3

## Reraise exceptions encountered loading server extensions?
#  Default: False
# c.NotebookApp.reraise_server_extension_failures = False

## DEPRECATED use the nbserver_extensions dict instead
#  Default: []
# c.NotebookApp.server_extensions = []

## The session manager class to use.
#  Default: 'notebook.services.sessions.sessionmanager.SessionManager'
# c.NotebookApp.session_manager_class = 'notebook.services.sessions.sessionmanager.SessionManager'

## Whether the banner is displayed on the page.
#
#                          By default, the banner is displayed.
#  Default: True
# c.NotebookApp.show_banner = True

## Instead of starting the Application, dump configuration to stdout
#  See also: Application.show_config
# c.NotebookApp.show_config = False

## Instead of starting the Application, dump configuration to stdout (as JSON)
#  See also: Application.show_config_json
# c.NotebookApp.show_config_json = False

## Shut down the server after N seconds with no kernels or terminals running and
#  no activity. This can be used together with culling idle kernels
#  (MappingKernelManager.cull_idle_timeout) to shutdown the notebook server when
#  it's not in use. This is not precisely timed: it may shut down up to a minute
#  later. 0 (the default) disables this automatic shutdown.
#  Default: 0
# c.NotebookApp.shutdown_no_activity_timeout = 0

## The UNIX socket the notebook server will listen on.
#  Default: ''
# c.NotebookApp.sock = ''

## The permissions mode for UNIX socket creation (default: 0600).
#  Default: '0600'
# c.NotebookApp.sock_mode = '0600'

## Supply SSL options for the tornado HTTPServer.
#              See the tornado docs for details.
#  Default: {}
# c.NotebookApp.ssl_options = {}

## Supply overrides for terminado. Currently only supports "shell_command". On
#  Unix, if "shell_command" is not provided, a non-login shell is launched by
#  default when the notebook server is connected to a terminal, a login shell
#  otherwise.
#  Default: {}
# c.NotebookApp.terminado_settings = {}

## Set to False to disable terminals.
#
#           This does *not* make the notebook server more secure by itself.
#           Anything the user can in a terminal, they can also do in a notebook.
#
#           Terminals may also be automatically disabled if the terminado package
#           is not available.
#  Default: True
# c.NotebookApp.terminals_enabled = True

## Token used for authenticating first-time connections to the server.
#
#          The token can be read from the file referenced by JUPYTER_TOKEN_FILE or set directly
#          with the JUPYTER_TOKEN environment variable.
#
#          When no password is enabled,
#          the default is to generate a new, random token.
#
#          Setting to an empty string disables authentication altogether, which
#  is NOT RECOMMENDED.
#  Default: '<generated>'
# c.NotebookApp.token = '<generated>'

## Supply overrides for the tornado.web.Application that the Jupyter notebook
#  uses.
#  Default: {}
# c.NotebookApp.tornado_settings = {}

## Whether to trust or not X-Scheme/X-Forwarded-Proto and X-Real-Ip/X-Forwarded-
#  For headers sent by the upstream reverse proxy. Necessary if the proxy handles
#  SSL
#  Default: False
# c.NotebookApp.trust_xheaders = False

## Disable launching browser by redirect file
#
#          For versions of notebook > 5.7.2, a security feature measure was added that
#          prevented the authentication token used to launch the browser from being visible.
#          This feature makes it difficult for other users on a multi-user system from
#          running code in your Jupyter session as you.
#
#          However, some environments (like Windows Subsystem for Linux (WSL) and Chromebooks),
#          launching a browser using a redirect file can lead the browser failing to load.
#          This is because of the difference in file structures/paths between the runtime and
#          the browser.
#
#          Disabling this setting to False will disable this behavior, allowing the browser
#          to launch by using a URL and visible token (as before).
#  Default: True
# c.NotebookApp.use_redirect_file = True

## DEPRECATED, use tornado_settings
#  Default: {}
# c.NotebookApp.webapp_settings = {}

## Specify Where to open the notebook on startup. This is the
#          `new` argument passed to the standard library method `webbrowser.open`.
#          The behaviour is not guaranteed, but depends on browser support. Valid
#          values are:
#
#           - 2 opens a new tab,
#           - 1 opens a new window,
#           - 0 opens in an existing window.
#
#          See the `webbrowser.open` documentation for details.
#  Default: 2
# c.NotebookApp.webbrowser_open_new = 2

## Set the tornado compression options for websocket connections.
#
#  This value will be returned from
#  :meth:`WebSocketHandler.get_compression_options`. None (default) will disable
#  compression. A dict (even an empty one) will enable compression.
#
#  See the tornado docs for WebSocketHandler.get_compression_options for details.
#  Default: None
# c.NotebookApp.websocket_compression_options = None

## The base URL for websockets,
#          if it differs from the HTTP server (hint: it almost certainly doesn't).
#
#          Should be in the form of an HTTP origin: ws[s]://hostname[:port]
#  Default: ''
# c.NotebookApp.websocket_url = ''

#------------------------------------------------------------------------------
# ConnectionFileMixin(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
## Mixin for configurable classes that work with connection files

## JSON file in which to store connection info [default: kernel-<pid>.json]
#
#      This file will contain the IP, ports, and authentication key needed to connect
#      clients to this kernel. By default, this file will be created in the security dir
#      of the current profile, but can be specified by absolute path.
#  Default: ''
# c.ConnectionFileMixin.connection_file = ''

## set the control (ROUTER) port [default: random]
#  Default: 0
# c.ConnectionFileMixin.control_port = 0

## set the heartbeat port [default: random]
#  Default: 0
# c.ConnectionFileMixin.hb_port = 0

## set the iopub (PUB) port [default: random]
#  Default: 0
# c.ConnectionFileMixin.iopub_port = 0

## Set the kernel's IP address [default localhost].
#          If the IP address is something other than localhost, then
#          Consoles on other machines will be able to connect
#          to the Kernel, so be careful!
#  Default: ''
# c.ConnectionFileMixin.ip = ''

## set the shell (ROUTER) port [default: random]
#  Default: 0
# c.ConnectionFileMixin.shell_port = 0

## set the stdin (ROUTER) port [default: random]
#  Default: 0
# c.ConnectionFileMixin.stdin_port = 0

#  Choices: any of ['tcp', 'ipc'] (case-insensitive)
#  Default: 'tcp'
# c.ConnectionFileMixin.transport = 'tcp'

#------------------------------------------------------------------------------
# KernelManager(ConnectionFileMixin) configuration
#------------------------------------------------------------------------------
## Manages a single kernel in a subprocess on this host.
#
#      This version starts kernels with Popen.

## Should we autorestart the kernel if it dies.
#  Default: True
# c.KernelManager.autorestart = True

## JSON file in which to store connection info [default: kernel-<pid>.json]
#  See also: ConnectionFileMixin.connection_file
# c.KernelManager.connection_file = ''

## set the control (ROUTER) port [default: random]
#  See also: ConnectionFileMixin.control_port
# c.KernelManager.control_port = 0

## set the heartbeat port [default: random]
#  See also: ConnectionFileMixin.hb_port
# c.KernelManager.hb_port = 0

## set the iopub (PUB) port [default: random]
#  See also: ConnectionFileMixin.iopub_port
# c.KernelManager.iopub_port = 0

## Set the kernel's IP address [default localhost].
#  See also: ConnectionFileMixin.ip
# c.KernelManager.ip = ''

## set the shell (ROUTER) port [default: random]
#  See also: ConnectionFileMixin.shell_port
# c.KernelManager.shell_port = 0

## Time to wait for a kernel to terminate before killing it, in seconds. When a
#  shutdown request is initiated, the kernel will be immediately sent an
#  interrupt (SIGINT), followedby a shutdown_request message, after 1/2 of
#  `shutdown_wait_time`it will be sent a terminate (SIGTERM) request, and finally
#  at the end of `shutdown_wait_time` will be killed (SIGKILL). terminate and
#  kill may be equivalent on windows.  Note that this value can beoverridden by
#  the in-use kernel provisioner since shutdown times mayvary by provisioned
#  environment.
#  Default: 5.0
# c.KernelManager.shutdown_wait_time = 5.0

## set the stdin (ROUTER) port [default: random]
#  See also: ConnectionFileMixin.stdin_port
# c.KernelManager.stdin_port = 0

#  See also: ConnectionFileMixin.transport
# c.KernelManager.transport = 'tcp'

#------------------------------------------------------------------------------
# Session(Configurable) configuration
#------------------------------------------------------------------------------
## Object for handling serialization and sending of messages.
#
#      The Session object handles building messages and sending them
#      with ZMQ sockets or ZMQStream objects.  Objects can communicate with each
#      other over the network via Session objects, and only need to work with the
#      dict-based IPython message spec. The Session will handle
#      serialization/deserialization, security, and metadata.
#
#      Sessions support configurable serialization via packer/unpacker traits,
#      and signing with HMAC digests via the key/keyfile traits.
#
#      Parameters
#      ----------
#
#      debug : bool
#          whether to trigger extra debugging statements
#      packer/unpacker : str : 'json', 'pickle' or import_string
#          importstrings for methods to serialize message parts.  If just
#          'json' or 'pickle', predefined JSON and pickle packers will be used.
#          Otherwise, the entire importstring must be used.
#
#          The functions must accept at least valid JSON input, and output
#  *bytes*.
#
#          For example, to use msgpack:
#          packer = 'msgpack.packb', unpacker='msgpack.unpackb'
#      pack/unpack : callables
#          You can also set the pack/unpack callables for serialization directly.
#      session : bytes
#          the ID of this Session object.  The default is to generate a new UUID.
#      username : unicode
#          username added to message headers.  The default is to ask the OS.
#      key : bytes
#          The key used to initialize an HMAC signature.  If unset, messages
#          will not be signed or checked.
#      keyfile : filepath
#          The file containing a key.  If this is set, `key` will be initialized
#          to the contents of the file.

## Threshold (in bytes) beyond which an object's buffer should be extracted to
#  avoid pickling.
#  Default: 1024
# c.Session.buffer_threshold = 1024

## Whether to check PID to protect against calls after fork.
#
#          This check can be disabled if fork-safety is handled elsewhere.
#  Default: True
# c.Session.check_pid = True

## Threshold (in bytes) beyond which a buffer should be sent without copying.
#  Default: 65536
# c.Session.copy_threshold = 65536

## Debug output in the Session
#  Default: False
# c.Session.debug = False

## The maximum number of digests to remember.
#
#          The digest history will be culled when it exceeds this value.
#  Default: 65536
# c.Session.digest_history_size = 65536

## The maximum number of items for a container to be introspected for custom serialization.
#          Containers larger than this are pickled outright.
#  Default: 64
# c.Session.item_threshold = 64

## execution key, for signing messages.
#  Default: b''
# c.Session.key = b''

## path to file containing execution key.
#  Default: ''
# c.Session.keyfile = ''

## Metadata dictionary, which serves as the default top-level metadata dict for
#  each message.
#  Default: {}
# c.Session.metadata = {}

## The name of the packer for serializing messages.
#              Should be one of 'json', 'pickle', or an import name
#              for a custom callable serializer.
#  Default: 'json'
# c.Session.packer = 'json'

## The UUID identifying this session.
#  Default: ''
# c.Session.session = ''

## The digest scheme used to construct the message signatures.
#          Must have the form 'hmac-HASH'.
#  Default: 'hmac-sha256'
# c.Session.signature_scheme = 'hmac-sha256'

## The name of the unpacker for unserializing messages.
#          Only used with custom functions for `packer`.
#  Default: 'json'
# c.Session.unpacker = 'json'

## Username for the Session. Default is your system username.
#  Default: 'username'
# c.Session.username = 'username'

#------------------------------------------------------------------------------
# MultiKernelManager(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
## A class for managing multiple kernels.

## The name of the default kernel to start
#  Default: 'python3'
# c.MultiKernelManager.default_kernel_name = 'python3'

## The kernel manager class.  This is configurable to allow
#          subclassing of the KernelManager for customized behavior.
#  Default: 'jupyter_client.ioloop.IOLoopKernelManager'
# c.MultiKernelManager.kernel_manager_class = 'jupyter_client.ioloop.IOLoopKernelManager'

## Share a single zmq.Context to talk to all my kernels
#  Default: True
# c.MultiKernelManager.shared_context = True

#------------------------------------------------------------------------------
# MappingKernelManager(MultiKernelManager) configuration
#------------------------------------------------------------------------------
## A KernelManager that handles notebook mapping and HTTP error handling

## White list of allowed kernel message types.
#          When the list is empty, all message types are allowed.
#  Default: []
# c.MappingKernelManager.allowed_message_types = []

## Whether messages from kernels whose frontends have disconnected should be buffered in-memory.
#          When True (default), messages are buffered and replayed on reconnect,
#          avoiding lost messages due to interrupted connectivity.
#          Disable if long-running kernels will produce too much output while
#          no frontends are connected.
#  Default: True
# c.MappingKernelManager.buffer_offline_messages = True

## Whether to consider culling kernels which are busy.
#          Only effective if cull_idle_timeout > 0.
#  Default: False
# c.MappingKernelManager.cull_busy = False

## Whether to consider culling kernels which have one or more connections.
#          Only effective if cull_idle_timeout > 0.
#  Default: False
# c.MappingKernelManager.cull_connected = False

## Timeout (in seconds) after which a kernel is considered idle and ready to be culled.
#          Values of 0 or lower disable culling. Very short timeouts may result in kernels being culled
#          for users with poor network connections.
#  Default: 0
# c.MappingKernelManager.cull_idle_timeout = 0

## The interval (in seconds) on which to check for idle kernels exceeding the
#  cull timeout value.
#  Default: 300
# c.MappingKernelManager.cull_interval = 300

## The name of the default kernel to start
#  See also: MultiKernelManager.default_kernel_name
# c.MappingKernelManager.default_kernel_name = 'python3'

## Timeout for giving up on a kernel (in seconds).
#          On starting and restarting kernels, we check whether the
#          kernel is running and responsive by sending kernel_info_requests.
#          This sets the timeout in seconds for how long the kernel can take
#          before being presumed dead.
#          This affects the MappingKernelManager (which handles kernel restarts)
#          and the ZMQChannelsHandler (which handles the startup).
#  Default: 60
# c.MappingKernelManager.kernel_info_timeout = 60

## The kernel manager class.  This is configurable to allow
#  See also: MultiKernelManager.kernel_manager_class
# c.MappingKernelManager.kernel_manager_class = 'jupyter_client.ioloop.IOLoopKernelManager'

#  Default: ''
# c.MappingKernelManager.root_dir = ''

## Share a single zmq.Context to talk to all my kernels
#  See also: MultiKernelManager.shared_context
# c.MappingKernelManager.shared_context = True

#------------------------------------------------------------------------------
# KernelSpecManager(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
## List of allowed kernel names.
#
#          By default, all installed kernels are allowed.
#  Default: set()
# c.KernelSpecManager.allowed_kernelspecs = set()

## If there is no Python kernelspec registered and the IPython
#          kernel is available, ensure it is added to the spec list.
#  Default: True
# c.KernelSpecManager.ensure_native_kernel = True

## The kernel spec class.  This is configurable to allow
#          subclassing of the KernelSpecManager for customized behavior.
#  Default: 'jupyter_client.kernelspec.KernelSpec'
# c.KernelSpecManager.kernel_spec_class = 'jupyter_client.kernelspec.KernelSpec'

## Deprecated, use `KernelSpecManager.allowed_kernelspecs`
#  Default: set()
# c.KernelSpecManager.whitelist = set()

#------------------------------------------------------------------------------
# ContentsManager(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
## Base class for serving files and directories.
#
#      This serves any text or binary file,
#      as well as directories,
#      with special handling for JSON notebook documents.
#
#      Most APIs take a path argument,
#      which is always an API-style unicode path,
#      and always refers to a directory.
#
#      - unicode, not url-escaped
#      - '/'-separated
#      - leading and trailing '/' will be stripped
#      - if unspecified, path defaults to '',
#        indicating the root path.

## Allow access to hidden files
#  Default: False
# c.ContentsManager.allow_hidden = False

#  Default: None
# c.ContentsManager.checkpoints = None

#  Default: 'notebook.services.contents.checkpoints.Checkpoints'
# c.ContentsManager.checkpoints_class = 'notebook.services.contents.checkpoints.Checkpoints'

#  Default: {}
# c.ContentsManager.checkpoints_kwargs = {}

## handler class to use when serving raw file requests.
#
#          Default is a fallback that talks to the ContentsManager API,
#          which may be inefficient, especially for large files.
#
#          Local files-based ContentsManagers can use a StaticFileHandler subclass,
#          which will be much more efficient.
#
#          Access to these files should be Authenticated.
#  Default: 'notebook.files.handlers.FilesHandler'
# c.ContentsManager.files_handler_class = 'notebook.files.handlers.FilesHandler'

## Extra parameters to pass to files_handler_class.
#
#          For example, StaticFileHandlers generally expect a `path` argument
#          specifying the root directory from which to serve files.
#  Default: {}
# c.ContentsManager.files_handler_params = {}

## Glob patterns to hide in file and directory listings.
#  Default: ['__pycache__', '*.pyc', '*.pyo', '.DS_Store', '*.so', '*.dylib', '*~']
# c.ContentsManager.hide_globs = ['__pycache__', '*.pyc', '*.pyo', '.DS_Store', '*.so', '*.dylib', '*~']

## Python callable or importstring thereof
#
#          To be called on a contents model prior to save.
#
#          This can be used to process the structure,
#          such as removing notebook outputs or other side effects that
#          should not be saved.
#
#          It will be called as (all arguments passed by keyword)::
#
#              hook(path=path, model=model, contents_manager=self)
#
#          - model: the model to be saved. Includes file contents.
#            Modifying this dict will affect the file that is stored.
#          - path: the API path of the save destination
#          - contents_manager: this ContentsManager instance
#  Default: None
# c.ContentsManager.pre_save_hook = None

#  Default: '/'
# c.ContentsManager.root_dir = '/'

## The base name used when creating untitled directories.
#  Default: 'Untitled Folder'
# c.ContentsManager.untitled_directory = 'Untitled Folder'

## The base name used when creating untitled files.
#  Default: 'untitled'
# c.ContentsManager.untitled_file = 'untitled'

## The base name used when creating untitled notebooks.
#  Default: 'Untitled'
# c.ContentsManager.untitled_notebook = 'Untitled'

#------------------------------------------------------------------------------
# FileManagerMixin(Configurable) configuration
#------------------------------------------------------------------------------
## Mixin for ContentsAPI classes that interact with the filesystem.
#
#  Provides facilities for reading, writing, and copying both notebooks and
#  generic files.
#
#  Shared by FileContentsManager and FileCheckpoints.
#
#  Note ---- Classes using this mixin must provide the following attributes:
#
#  root_dir : unicode
#      A directory against which API-style paths are to be resolved.
#
#  log : logging.Logger

## By default notebooks are saved on disk on a temporary file and then if successfully written, it replaces the old ones.
#        This procedure, namely 'atomic_writing', causes some bugs on file system without operation order enforcement (like some networked fs).
#        If set to False, the new notebook is written directly on the old one which could fail (eg: full filesystem or quota )
#  Default: True
# c.FileManagerMixin.use_atomic_writing = True

#------------------------------------------------------------------------------
# FileContentsManager(FileManagerMixin, ContentsManager) configuration
#------------------------------------------------------------------------------
## Allow access to hidden files
#  See also: ContentsManager.allow_hidden
# c.FileContentsManager.allow_hidden = False

#  See also: ContentsManager.checkpoints
# c.FileContentsManager.checkpoints = None

#  See also: ContentsManager.checkpoints_class
# c.FileContentsManager.checkpoints_class = 'notebook.services.contents.checkpoints.Checkpoints'

#  See also: ContentsManager.checkpoints_kwargs
# c.FileContentsManager.checkpoints_kwargs = {}

## If True (default), deleting files will send them to the
#          platform's trash/recycle bin, where they can be recovered. If False,
#          deleting files really deletes them.
#  Default: True
# c.FileContentsManager.delete_to_trash = True

## handler class to use when serving raw file requests.
#  See also: ContentsManager.files_handler_class
# c.FileContentsManager.files_handler_class = 'notebook.files.handlers.FilesHandler'

## Extra parameters to pass to files_handler_class.
#  See also: ContentsManager.files_handler_params
# c.FileContentsManager.files_handler_params = {}

##
#  See also: ContentsManager.hide_globs
# c.FileContentsManager.hide_globs = ['__pycache__', '*.pyc', '*.pyo', '.DS_Store', '*.so', '*.dylib', '*~']

## Python callable or importstring thereof
#
#          to be called on the path of a file just saved.
#
#          This can be used to process the file on disk,
#          such as converting the notebook to a script or HTML via nbconvert.
#
#          It will be called as (all arguments passed by keyword)::
#
#              hook(os_path=os_path, model=model, contents_manager=instance)
#
#          - path: the filesystem path to the file just written
#          - model: the model representing the file
#          - contents_manager: this ContentsManager instance
#  Default: None
# c.FileContentsManager.post_save_hook = None

## Python callable or importstring thereof
#  See also: ContentsManager.pre_save_hook
# c.FileContentsManager.pre_save_hook = None

#  Default: ''
# c.FileContentsManager.root_dir = ''

## DEPRECATED, use post_save_hook. Will be removed in Notebook 5.0
#  Default: False
# c.FileContentsManager.save_script = False

## The base name used when creating untitled directories.
#  See also: ContentsManager.untitled_directory
# c.FileContentsManager.untitled_directory = 'Untitled Folder'

## The base name used when creating untitled files.
#  See also: ContentsManager.untitled_file
# c.FileContentsManager.untitled_file = 'untitled'

## The base name used when creating untitled notebooks.
#  See also: ContentsManager.untitled_notebook
# c.FileContentsManager.untitled_notebook = 'Untitled'

## By default notebooks are saved on disk on a temporary file and then if
#  successfully written, it replaces the old ones.
#  See also: FileManagerMixin.use_atomic_writing
# c.FileContentsManager.use_atomic_writing = True

#------------------------------------------------------------------------------
# NotebookNotary(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
## A class for computing and verifying notebook signatures.

## The hashing algorithm used to sign notebooks.
#  Choices: any of ['sha512', 'sha384', 'sha3_512', 'sha3_256', 'md5', 'sha224', 'blake2s', 'sha1', 'sha3_224', 'sha256', 'blake2b', 'sha3_384']
#  Default: 'sha256'
# c.NotebookNotary.algorithm = 'sha256'

## The storage directory for notary secret and database.
#  Default: ''
# c.NotebookNotary.data_dir = ''

## The sqlite file in which to store notebook signatures.
#          By default, this will be in your Jupyter data directory.
#          You can set it to ':memory:' to disable sqlite writing to the filesystem.
#  Default: ''
# c.NotebookNotary.db_file = ''

## The secret key with which notebooks are signed.
#  Default: b''
# c.NotebookNotary.secret = b''

## The file where the secret key is stored.
#  Default: ''
# c.NotebookNotary.secret_file = ''

## A callable returning the storage backend for notebook signatures.
#           The default uses an SQLite database.
#  Default: traitlets.Undefined
# c.NotebookNotary.store_factory = traitlets.Undefined

#------------------------------------------------------------------------------
# AsyncMultiKernelManager(MultiKernelManager) configuration
#------------------------------------------------------------------------------
## The name of the default kernel to start
#  See also: MultiKernelManager.default_kernel_name
# c.AsyncMultiKernelManager.default_kernel_name = 'python3'

## The kernel manager class.  This is configurable to allow
#          subclassing of the AsyncKernelManager for customized behavior.
#  Default: 'jupyter_client.ioloop.AsyncIOLoopKernelManager'
# c.AsyncMultiKernelManager.kernel_manager_class = 'jupyter_client.ioloop.AsyncIOLoopKernelManager'

## Share a single zmq.Context to talk to all my kernels
#  See also: MultiKernelManager.shared_context
# c.AsyncMultiKernelManager.shared_context = True

## Whether to make kernels available before the process has started.  The
#          kernel has a `.ready` future which can be awaited before connecting
#  Default: False
# c.AsyncMultiKernelManager.use_pending_kernels = False

#------------------------------------------------------------------------------
# AsyncMappingKernelManager(MappingKernelManager, AsyncMultiKernelManager) configuration
#------------------------------------------------------------------------------
## White list of allowed kernel message types.
#  See also: MappingKernelManager.allowed_message_types
# c.AsyncMappingKernelManager.allowed_message_types = []

## Whether messages from kernels whose frontends have disconnected should be
#  buffered in-memory.
#  See also: MappingKernelManager.buffer_offline_messages
# c.AsyncMappingKernelManager.buffer_offline_messages = True

## Whether to consider culling kernels which are busy.
#  See also: MappingKernelManager.cull_busy
# c.AsyncMappingKernelManager.cull_busy = False

## Whether to consider culling kernels which have one or more connections.
#  See also: MappingKernelManager.cull_connected
# c.AsyncMappingKernelManager.cull_connected = False

## Timeout (in seconds) after which a kernel is considered idle and ready to be
#  culled.
#  See also: MappingKernelManager.cull_idle_timeout
# c.AsyncMappingKernelManager.cull_idle_timeout = 0

## The interval (in seconds) on which to check for idle kernels exceeding the
#  cull timeout value.
#  See also: MappingKernelManager.cull_interval
# c.AsyncMappingKernelManager.cull_interval = 300

## The name of the default kernel to start
#  See also: MultiKernelManager.default_kernel_name
# c.AsyncMappingKernelManager.default_kernel_name = 'python3'

## Timeout for giving up on a kernel (in seconds).
#  See also: MappingKernelManager.kernel_info_timeout
# c.AsyncMappingKernelManager.kernel_info_timeout = 60

## The kernel manager class.  This is configurable to allow
#  See also: AsyncMultiKernelManager.kernel_manager_class
# c.AsyncMappingKernelManager.kernel_manager_class = 'jupyter_client.ioloop.AsyncIOLoopKernelManager'

#  See also: MappingKernelManager.root_dir
# c.AsyncMappingKernelManager.root_dir = ''

## Share a single zmq.Context to talk to all my kernels
#  See also: MultiKernelManager.shared_context
# c.AsyncMappingKernelManager.shared_context = True

## Whether to make kernels available before the process has started.  The
#  See also: AsyncMultiKernelManager.use_pending_kernels
# c.AsyncMappingKernelManager.use_pending_kernels = False

#------------------------------------------------------------------------------
# GatewayKernelManager(AsyncMappingKernelManager) configuration
#------------------------------------------------------------------------------
## Kernel manager that supports remote kernels hosted by Jupyter Kernel or
#  Enterprise Gateway.

## White list of allowed kernel message types.
#  See also: MappingKernelManager.allowed_message_types
# c.GatewayKernelManager.allowed_message_types = []

## Whether messages from kernels whose frontends have disconnected should be
#  buffered in-memory.
#  See also: MappingKernelManager.buffer_offline_messages
# c.GatewayKernelManager.buffer_offline_messages = True

## Whether to consider culling kernels which are busy.
#  See also: MappingKernelManager.cull_busy
# c.GatewayKernelManager.cull_busy = False

## Whether to consider culling kernels which have one or more connections.
#  See also: MappingKernelManager.cull_connected
# c.GatewayKernelManager.cull_connected = False

## Timeout (in seconds) after which a kernel is considered idle and ready to be
#  culled.
#  See also: MappingKernelManager.cull_idle_timeout
# c.GatewayKernelManager.cull_idle_timeout = 0

## The interval (in seconds) on which to check for idle kernels exceeding the
#  cull timeout value.
#  See also: MappingKernelManager.cull_interval
# c.GatewayKernelManager.cull_interval = 300

## The name of the default kernel to start
#  See also: MultiKernelManager.default_kernel_name
# c.GatewayKernelManager.default_kernel_name = 'python3'

## Timeout for giving up on a kernel (in seconds).
#  See also: MappingKernelManager.kernel_info_timeout
# c.GatewayKernelManager.kernel_info_timeout = 60

## The kernel manager class.  This is configurable to allow
#  See also: AsyncMultiKernelManager.kernel_manager_class
# c.GatewayKernelManager.kernel_manager_class = 'jupyter_client.ioloop.AsyncIOLoopKernelManager'

#  See also: MappingKernelManager.root_dir
# c.GatewayKernelManager.root_dir = ''

## Share a single zmq.Context to talk to all my kernels
#  See also: MultiKernelManager.shared_context
# c.GatewayKernelManager.shared_context = True

## Whether to make kernels available before the process has started.  The
#  See also: AsyncMultiKernelManager.use_pending_kernels
# c.GatewayKernelManager.use_pending_kernels = False

#------------------------------------------------------------------------------
# GatewayKernelSpecManager(KernelSpecManager) configuration
#------------------------------------------------------------------------------
## List of allowed kernel names.
#  See also: KernelSpecManager.allowed_kernelspecs
# c.GatewayKernelSpecManager.allowed_kernelspecs = set()

## If there is no Python kernelspec registered and the IPython
#  See also: KernelSpecManager.ensure_native_kernel
# c.GatewayKernelSpecManager.ensure_native_kernel = True

## The kernel spec class.  This is configurable to allow
#  See also: KernelSpecManager.kernel_spec_class
# c.GatewayKernelSpecManager.kernel_spec_class = 'jupyter_client.kernelspec.KernelSpec'

## Deprecated, use `KernelSpecManager.allowed_kernelspecs`
#  See also: KernelSpecManager.whitelist
# c.GatewayKernelSpecManager.whitelist = set()

#------------------------------------------------------------------------------
# GatewayClient(SingletonConfigurable) configuration
#------------------------------------------------------------------------------
## This class manages the configuration.  It's its own singleton class so that we
#         can share these values across all objects.  It also contains some helper methods
#         to build request arguments out of the various config options.

## The authorization token used in the HTTP headers.  (JUPYTER_GATEWAY_AUTH_TOKEN
#  env var)
#  Default: None
# c.GatewayClient.auth_token = None

## The filename of CA certificates or None to use defaults.
#  (JUPYTER_GATEWAY_CA_CERTS env var)
#  Default: None
# c.GatewayClient.ca_certs = None

## The filename for client SSL certificate, if any.  (JUPYTER_GATEWAY_CLIENT_CERT
#  env var)
#  Default: None
# c.GatewayClient.client_cert = None

## The filename for client SSL key, if any.  (JUPYTER_GATEWAY_CLIENT_KEY env var)
#  Default: None
# c.GatewayClient.client_key = None

## The time allowed for HTTP connection establishment with the Gateway server.
#          (JUPYTER_GATEWAY_CONNECT_TIMEOUT env var)
#  Default: 40.0
# c.GatewayClient.connect_timeout = 40.0

## A comma-separated list of environment variable names that will be included, along with
#           their values, in the kernel startup request.  The corresponding `env_whitelist` configuration
#           value must also be set on the Gateway server - since that configuration value indicates which
#           environmental values to make available to the kernel. (JUPYTER_GATEWAY_ENV_WHITELIST env var)
#  Default: ''
# c.GatewayClient.env_whitelist = ''

## The time allowed for HTTP reconnection with the Gateway server for the first time.
#                  Next will be JUPYTER_GATEWAY_RETRY_INTERVAL multiplied by two in factor of numbers of retries
#                  but less than JUPYTER_GATEWAY_RETRY_INTERVAL_MAX.
#                  (JUPYTER_GATEWAY_RETRY_INTERVAL env var)
#  Default: 1.0
# c.GatewayClient.gateway_retry_interval = 1.0

## The maximum time allowed for HTTP reconnection retry with the Gateway server.
#                  (JUPYTER_GATEWAY_RETRY_INTERVAL_MAX env var)
#  Default: 30.0
# c.GatewayClient.gateway_retry_interval_max = 30.0

## The maximum retries allowed for HTTP reconnection with the Gateway server.
#                  (JUPYTER_GATEWAY_RETRY_MAX env var)
#  Default: 5
# c.GatewayClient.gateway_retry_max = 5

## Additional HTTP headers to pass on the request.  This value will be converted to a dict.
#            (JUPYTER_GATEWAY_HEADERS env var)
#  Default: '{}'
# c.GatewayClient.headers = '{}'

## The password for HTTP authentication.  (JUPYTER_GATEWAY_HTTP_PWD env var)
#  Default: None
# c.GatewayClient.http_pwd = None

## The username for HTTP authentication. (JUPYTER_GATEWAY_HTTP_USER env var)
#  Default: None
# c.GatewayClient.http_user = None

## The gateway API endpoint for accessing kernel resources
#  (JUPYTER_GATEWAY_KERNELS_ENDPOINT env var)
#  Default: '/api/kernels'
# c.GatewayClient.kernels_endpoint = '/api/kernels'

## The gateway API endpoint for accessing kernelspecs
#  (JUPYTER_GATEWAY_KERNELSPECS_ENDPOINT env var)
#  Default: '/api/kernelspecs'
# c.GatewayClient.kernelspecs_endpoint = '/api/kernelspecs'

## The gateway endpoint for accessing kernelspecs resources
#              (JUPYTER_GATEWAY_KERNELSPECS_RESOURCE_ENDPOINT env var)
#  Default: '/kernelspecs'
# c.GatewayClient.kernelspecs_resource_endpoint = '/kernelspecs'

## The time allowed for HTTP request completion. (JUPYTER_GATEWAY_REQUEST_TIMEOUT
#  env var)
#  Default: 40.0
# c.GatewayClient.request_timeout = 40.0

## The url of the Kernel or Enterprise Gateway server where
#          kernel specifications are defined and kernel management takes place.
#          If defined, this Notebook server acts as a proxy for all kernel
#          management and kernel specification retrieval.  (JUPYTER_GATEWAY_URL env var)
#  Default: None
# c.GatewayClient.url = None

## For HTTPS requests, determines if server's certificate should be validated or not.
#          (JUPYTER_GATEWAY_VALIDATE_CERT env var)
#  Default: True
# c.GatewayClient.validate_cert = True

## The websocket url of the Kernel or Enterprise Gateway server.  If not provided, this value
#          will correspond to the value of the Gateway url with 'ws' in place of 'http'.  (JUPYTER_GATEWAY_WS_URL env var)
#  Default: None
# c.GatewayClient.ws_url = None

#------------------------------------------------------------------------------
# TerminalManager(LoggingConfigurable) configuration
#------------------------------------------------------------------------------
##

## Timeout (in seconds) in which a terminal has been inactive and ready to be culled.
#          Values of 0 or lower disable culling.
#  Default: 0
# c.TerminalManager.cull_inactive_timeout = 0

## The interval (in seconds) on which to check for terminals exceeding the
#  inactive timeout value.
#  Default: 300
# c.TerminalManager.cull_interval = 300


您的分享是我們最大的動力!

-Advertisement-
Play Games
更多相關文章
  • 1. 除非遇到異常情況,否則不需要調整配置 1.1. 不要“調優”伺服器,不要使用比率、公式或“調優腳本”作為設置配置變數的基礎 1.1.1. 在互聯網上搜索配置建議並不總是一個好主意,你會在博客、論壇等找到很多糟糕的建議 1.1.2. 很難判斷誰是真正的專家 1.1.3. 不要相信流行的記憶體消耗公 ...
  • Flink是一個分散式系統,要求有效地分配和管理計算資源以執行流式應用程式。它集成了所有常見的集群資源管理器,如Hadoop YARN和Kubernetes,但也可以設置為作為standalone甚至庫運行。 本節概述了Flink的體繫結構,並描述了其主要組件如何交互以執行應用程式以及從故障中恢復。 ...
  • 1. mysql資料庫四種常見資料庫引擎 1. MyISAM: MyISAM是MySQL最早的資料庫引擎之一。它被設計成處理大量的插入和查詢操作。MyISAM表格的數據存儲在三個文件上:.frm文件存儲表結構,.MYD文件存儲數據,.MYI文件存儲索引。MyISAM表格不支持事務處理和崩潰恢復,因此 ...
  • 隨著需求的不斷開發,前端項目不斷膨脹,業務提出:你們的首頁載入也太慢啦,我都需要7、8秒才能看到內容,於是乎主管就讓我聯合後端開啟優化專項,目標是3s內展示完全首頁的內容。 性能指標 開啟優化時,我們要清晰的知道現狀和目標,以及我們採用什麼樣的手段,通過檢測什麼指標來查看到優化的過程。 結果指標 根 ...
  • 功能介紹 登錄 首頁 修改密碼 提交申請 提交列表 數據可視化 審核列表 前端 components結構 搭建Vue項目 ​ Vue3快速上手: ​ https://cn.vuejs.org/guide/quick-start.html#creating-a-vue-application 頁面佈局 ...
  • 溫馨提示:本文以vue3+vite+ts舉例,vite配置和ts語法側重較少,比較適合有vuex或者vue基礎的小伙伴們兒查閱。 安裝pinia yarn yarn add pinia npm npm install pinia pnpm pnpm add pinia 1-開始 方式一:在main. ...
  • 官方代碼是直接使用JDK的Deque對象,這樣的代碼能學到什麼?熟練操作API嗎?還是自己實現一個最小棧吧,用時擊敗100%,記憶體擊敗78% ...
  • 在您的應用程式中,由Spring IoC容器管理的形成其核心的對象被稱為"bean"。一個bean是由Spring IoC容器實例化、組裝和管理的對象。這些bean是通過您提供給容器的配置元數據創建的,例如,在前面章節中已經看到的XML <bean/> 定義。 Bean定義包含了所謂的配置元數據,容 ...
一周排行
    -Advertisement-
    Play Games
  • 移動開發(一):使用.NET MAUI開發第一個安卓APP 對於工作多年的C#程式員來說,近來想嘗試開發一款安卓APP,考慮了很久最終選擇使用.NET MAUI這個微軟官方的框架來嘗試體驗開發安卓APP,畢竟是使用Visual Studio開發工具,使用起來也比較的順手,結合微軟官方的教程進行了安卓 ...
  • 前言 QuestPDF 是一個開源 .NET 庫,用於生成 PDF 文檔。使用了C# Fluent API方式可簡化開發、減少錯誤並提高工作效率。利用它可以輕鬆生成 PDF 報告、發票、導出文件等。 項目介紹 QuestPDF 是一個革命性的開源 .NET 庫,它徹底改變了我們生成 PDF 文檔的方 ...
  • 項目地址 項目後端地址: https://github.com/ZyPLJ/ZYTteeHole 項目前端頁面地址: ZyPLJ/TreeHoleVue (github.com) https://github.com/ZyPLJ/TreeHoleVue 目前項目測試訪問地址: http://tree ...
  • 話不多說,直接開乾 一.下載 1.官方鏈接下載: https://www.microsoft.com/zh-cn/sql-server/sql-server-downloads 2.在下載目錄中找到下麵這個小的安裝包 SQL2022-SSEI-Dev.exe,運行開始下載SQL server; 二. ...
  • 前言 隨著物聯網(IoT)技術的迅猛發展,MQTT(消息隊列遙測傳輸)協議憑藉其輕量級和高效性,已成為眾多物聯網應用的首選通信標準。 MQTTnet 作為一個高性能的 .NET 開源庫,為 .NET 平臺上的 MQTT 客戶端與伺服器開發提供了強大的支持。 本文將全面介紹 MQTTnet 的核心功能 ...
  • Serilog支持多種接收器用於日誌存儲,增強器用於添加屬性,LogContext管理動態屬性,支持多種輸出格式包括純文本、JSON及ExpressionTemplate。還提供了自定義格式化選項,適用於不同需求。 ...
  • 目錄簡介獲取 HTML 文檔解析 HTML 文檔測試參考文章 簡介 動態內容網站使用 JavaScript 腳本動態檢索和渲染數據,爬取信息時需要模擬瀏覽器行為,否則獲取到的源碼基本是空的。 本文使用的爬取步驟如下: 使用 Selenium 獲取渲染後的 HTML 文檔 使用 HtmlAgility ...
  • 1.前言 什麼是熱更新 游戲或者軟體更新時,無需重新下載客戶端進行安裝,而是在應用程式啟動的情況下,在內部進行資源或者代碼更新 Unity目前常用熱更新解決方案 HybridCLR,Xlua,ILRuntime等 Unity目前常用資源管理解決方案 AssetBundles,Addressable, ...
  • 本文章主要是在C# ASP.NET Core Web API框架實現向手機發送驗證碼簡訊功能。這裡我選擇是一個互億無線簡訊驗證碼平臺,其實像阿裡雲,騰訊雲上面也可以。 首先我們先去 互億無線 https://www.ihuyi.com/api/sms.html 去註冊一個賬號 註冊完成賬號後,它會送 ...
  • 通過以下方式可以高效,並保證數據同步的可靠性 1.API設計 使用RESTful設計,確保API端點明確,並使用適當的HTTP方法(如POST用於創建,PUT用於更新)。 設計清晰的請求和響應模型,以確保客戶端能夠理解預期格式。 2.數據驗證 在伺服器端進行嚴格的數據驗證,確保接收到的數據符合預期格 ...