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cmdbox: It is a command line application with a plugin mechanism.

Project description

cmdbox (Command Development Application)

  • It is a command development application with a plugin mechanism.
  • Documentation is here.
  • With cmdbox, you can easily implement commands with complex options.
  • The implemented commands can be called from the CLI / RESTAPI / Web / Edge screen.
  • The implemented commands can be executed on a remote server via redis.

cmdbox operation image

Install

  • Install cmdbox with the following command.
  • Also install the docker version of the redis server.
docker run -p 6379:6379 --name redis -e REDIS_PASSWORD=password -it ubuntu/redis:latest
pip install cmdbox
cmdbox -v
  • When using SAML in web mode, install the modules with dependencies.
pip install xmlsec==1.3.13 python3-saml
apt-get install -y pkg-config libxml2-dev libxmlsec1-dev libxmlsec1-openssl build-essential libopencv-dev
  • When using --agent use in web mode, install the modules with dependencies.
pip install google-adk litellm fastmcp

Run

  • Run the cmdbox server.
cmdbox -m server -c start &
  • Run the cmdbox web.
cmdbox -m web -c start --signin_file .cmdbox/user_list.yml &
  • Run the cmdbox web with agent.
  • Below is an example of using Google vertexai.
  • Other available options include Azure OpenAI and Ollama.
cmdbox -m web -c start --signin_file .cmdbox/user_list.yml --agent use --llmprov vertexai --llmmodel gemini-2.0-flash --llmlocation us-central1 --llmsvaccountfile <account json file>

Tutorial

  • Open the .sample/sample_project folder in the current directory with VSCode.

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  • Install dependent libraries.
python -m venv .venv
. .venv/bin/activate
pip install -r requirements.txt
  • Run the project.

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  • The localhost web screen will open.

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  • Enter user01 / user01 for the initial ID and PW to sign in.
  • Using this web screen, you can easily execute the commands implemented in cmdbox.

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  • Let's look at the command to get a list of files as an example.
  • Press the plus button under Commands to open the Add dialog.
  • Then enter the following.

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  • Press the Save button once and then press the Execute button.
  • The results of the command execution are displayed.

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  • Open the saved client_time and press the Raw button.
  • You will see how to execute the same command on the command line; the RESTAPI URL is also displayed.

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How to implement a new command using cmdbox

  • Under the sample/app/features/cli folder, you will find an implementation of the sample_client_time mentioned earlier.
  • The implementation is as follows. (Slightly abbreviated display)
  • Create the following code and save it in the sample/app/features/cli folder.
from cmdbox.app import common, feature
from typing import Dict, Any, Tuple, Union, List
import argparse
import datetime
import logging


class ClientTime(feature.Feature):
    def get_mode(self) -> Union[str, List[str]]:
        return "client"

    def get_cmd(self):
        return 'time'

    def get_option(self):
        return dict(
            type=Options.T_STR, default=None, required=False, multi=False, hide=False, use_redis=self.USE_REDIS_FALSE,
            discription_ja="クライアント側の現在時刻を表示します。",
            discription_en="Displays the current time at the client side.",
            choice=[
                dict(opt="timedelta", type=Options.T_INT, default=9, required=False, multi=False, hide=False, choice=None,
                        discription_ja="時差の時間数を指定します。",
                        discription_en="Specify the number of hours of time difference."),
            ])

    def apprun(self, logger:logging.Logger, args:argparse.Namespace, tm:float, pf:List[Dict[str, float]]=[]) -> Tuple[int, Dict[str, Any], Any]:
        tz = datetime.timezone(datetime.timedelta(hours=args.timedelta))
        dt = datetime.datetime.now(tz)
        ret = dict(success=dict(data=dt.strftime('%Y-%m-%d %H:%M:%S')))
        common.print_format(ret, args.format, tm, args.output_json, args.output_json_append, pf=pf)
        if 'success' not in ret:
            return 1, ret, None
        return 0, ret, None

    def edgerun(self, opt, tool, logger, timeout, prevres = None):
        status, res = tool.exec_cmd(opt, logger, timeout, prevres)
        tool.notify(res)
        yield 1, res
  • If you want to implement server-side processing, please refer to sample_server_time.
from cmdbox.app import common, client, feature
from cmdbox.app.commons import redis_client
from cmdbox.app.options import Options
from pathlib import Path
from typing import Dict, Any, Tuple, Union, List
import argparse
import datetime
import logging


class ServerTime(feature.Feature):
    def get_mode(self) -> Union[str, List[str]]:
        return "server"

    def get_cmd(self):
        return 'time'

    def get_option(self):
        return dict(
            type=Options.T_STR, default=None, required=False, multi=False, hide=False, use_redis=self.USE_REDIS_FALSE,
            discription_ja="サーバー側の現在時刻を表示します。",
            discription_en="Displays the current time at the server side.",
            choice=[
                dict(opt="host", type=Options.T_STR, default=self.default_host, required=True, multi=False, hide=True, choice=None,
                        discription_ja="Redisサーバーのサービスホストを指定します。",
                        discription_en="Specify the service host of the Redis server."),
                dict(opt="port", type=Options.T_INT, default=self.default_port, required=True, multi=False, hide=True, choice=None,
                        discription_ja="Redisサーバーのサービスポートを指定します。",
                        discription_en="Specify the service port of the Redis server."),
                dict(opt="password", type=Options.T_STR, default=self.default_pass, required=True, multi=False, hide=True, choice=None,
                        discription_ja="Redisサーバーのアクセスパスワード(任意)を指定します。省略時は `password` を使用します。",
                        discription_en="Specify the access password of the Redis server (optional). If omitted, `password` is used."),
                dict(opt="svname", type=Options.T_STR, default=self.default_svname, required=True, multi=False, hide=True, choice=None,
                        discription_ja="サーバーのサービス名を指定します。省略時は `server` を使用します。",
                        discription_en="Specify the service name of the inference server. If omitted, `server` is used."),
                dict(opt="timedelta", type=Options.T_INT, default=9, required=False, multi=False, hide=False, choice=None,
                        discription_ja="時差の時間数を指定します。",
                        discription_en="Specify the number of hours of time difference."),
                dict(opt="retry_count", type=Options.T_INT, default=3, required=False, multi=False, hide=True, choice=None,
                        discription_ja="Redisサーバーへの再接続回数を指定します。0以下を指定すると永遠に再接続を行います。",
                        discription_en="Specifies the number of reconnections to the Redis server.If less than 0 is specified, reconnection is forever."),
                dict(opt="retry_interval", type=Options.T_INT, default=5, required=False, multi=False, hide=True, choice=None,
                        discription_ja="Redisサーバーに再接続までの秒数を指定します。",
                        discription_en="Specifies the number of seconds before reconnecting to the Redis server."),
                dict(opt="timeout", type=Options.T_INT, default="15", required=False, multi=False, hide=True, choice=None,
                        discription_ja="サーバーの応答が返ってくるまでの最大待ち時間を指定。",
                        discription_en="Specify the maximum waiting time until the server responds."),
            ])

    def get_svcmd(self):
        return 'server_time'

    def apprun(self, logger:logging.Logger, args:argparse.Namespace, tm:float, pf:List[Dict[str, float]]=[]) -> Tuple[int, Dict[str, Any], Any]:
        cl = client.Client(logger, redis_host=args.host, redis_port=args.port, redis_password=args.password, svname=args.svname)
        ret = cl.redis_cli.send_cmd(self.get_svcmd(), [str(args.timedelta)],
                                    retry_count=args.retry_count, retry_interval=args.retry_interval, timeout=args.timeout)
        common.print_format(ret, args.format, tm, args.output_json, args.output_json_append, pf=pf)
        if 'success' not in ret:
            return 1, ret, None
        return 0, ret, None

    def is_cluster_redirect(self):
        return False

    def svrun(self, data_dir:Path, logger:logging.Logger, redis_cli:redis_client.RedisClient, msg:List[str],
              sessions:Dict[str, Dict[str, Any]]) -> int:
        td = 9 if msg[2] == None else int(msg[2])
        tz = datetime.timezone(datetime.timedelta(hours=td))
        dt = datetime.datetime.now(tz)
        ret = dict(success=dict(data=dt.strftime('%Y-%m-%d %H:%M:%S')))
        redis_cli.rpush(msg[1], ret)
        return self.RESP_SCCESS

    def edgerun(self, opt, tool, logger, timeout, prevres = None):
        status, res = tool.exec_cmd(opt, logger, timeout, prevres)
        tool.notify(res)
        yield 1, res
  • Open the file sample/extensions/features.yml. The file should look something like this.
  • This file specifies where new commands are to be read.
  • For example, if you want to add a package to read, add a new package and prefix to features.cli.
  • Note that features.web can be used to add a new web screen.
  • If you only want to call commands added in features.cli via RESTAPI, no additional implementation is needed in features.web.
features:
  cli:                                  # Specify a list of package names in which the module implementing the command is located.
    - package: cmdbox.app.features.cli  # Package Name. Classes inheriting from cmdbox.app.feature.Feature.
      prefix: cmdbox_                   # Module name prefix. Modules that begin with this letter are eligible.
      exclude_modules: []               # Specify the module name to exclude from the list of modules to be loaded.
  web:                                  # Specify a list of package names with modules that implement web screens and RESTAPIs.
    - package: cmdbox.app.features.web  # Package Name. Classes inheriting from cmdbox.app.feature.WebFeature .
      prefix: cmdbox_web_               # Module name prefix. Modules that begin with this letter are eligible.
args:                                   # Specifies default or forced arguments for the specified command.
  cli:                                  # Specify rules to apply default values or force arguments.
    - rule:                             # Specify the rules for applying default values and forced arguments for each command line option.
                                        #   e.g. mode: web
      default:                          # Specify a default value for each item to be set when a rule is matched.
                                        #   e.g. doc_root: f"{Path(self.ver.__file__).parent / 'web'}"
      coercion:                         # Specify a coercion value for each item to be set when a rule is matched.
                                        #   e.g. doc_root: f"{Path(self.ver.__file__).parent / 'web'}"
aliases:                                # Specify the alias for the specified command.
  cli:                                  # Specify the alias for the command line.
    - source:                           # Specifies the command from which the alias originates.
        mode:                           # Specify the mode of the source command. The exact match "mode" is selected.
                                        #   e.g. client
        cmd:                            # Specify the source command to be aliased. The regex match "cmd" is selected.
                                        #   e.g. (.+)_(.+)
      target:                           # Specifies the command to be aliased to.
        mode:                           # Specify the mode of the target command. Create an alias for this “mode”.
                                        #   e.g. CLIENT
        cmd:                            # Specify the target command to be aliased. Create an alias for this “cmd”, referring to the regular expression group of source by "{n}".
                                        #   e.g. {2}_{1}
        move:                           # Specify whether to move the regular expression group of the source to the target.
                                        #   e.g. true
  web:                                  # Specify the alias for the RESTAPI.
    - source:                           # Specifies the RESTAPI from which the alias originates.
        path:                           # Specify the path of the source RESTAPI. The regex match "path" is selected.
                                        #   e.g. /exec_(.+)
      target:                           # Specifies the RESTAPI to be aliased to.
        path:                           # Specify the path of the target RESTAPI. Create an alias for this “path”, referring to the regular expression group of source by "{n}".
                                        #   e.g. /{1}_exec
        move:                           # Specify whether to move the regular expression group of the source to the target.
                                        #   e.g. true
agentrule:                              # Specifies a list of rules that determine which commands the agent can execute.
  policy: deny                          # Specify the default policy for the rule. The value can be allow or deny.
  rules:                                # Specify the rules for the commands that the agent can execute according to the group to which the user belongs.
  - mode: audit                         # Specify the "mode" as the condition for applying the rule.
    cmds: [search, write]               # Specify the "cmd" to which the rule applies. Multiple items can be specified in a list.
    rule: allow                         # Specifies whether the specified command is allowed or not. Values are allow or deny.
  - mode: client
    cmds: [file_copy, file_download, file_list, file_mkdir, file_move, file_remove, file_rmdir, file_upload, server_info]
    rule: allow
  - mode: cmd
    cmds: [list, load]
    rule: allow
  - mode: server
    cmds: [list]
    rule: allow
  - mode: web
    cmds: [gencert, genpass, group_list, user_list]
    rule: allow
audit:
  enabled: true                         # Specify whether to enable the audit function.
  write:
    mode: audit                         # Specify the mode of the feature to be writed.
    cmd: write                          # Specify the command to be writed.
  search:
    mode: audit                         # Specify the mode of the feature to be searched.
    cmd: search                         # Specify the command to be searched.
  options:                              # Specify the options for the audit function.
    host: localhost                     # Specify the service host of the audit Redis server.However, if it is specified as a command line argument, it is ignored.
    port: 6379                          # Specify the service port of the audit Redis server.However, if it is specified as a command line argument, it is ignored.
    password: password                  # Specify the access password of the audit Redis server.However, if it is specified as a command line argument, it is ignored.
    svname: cmdbox                      # Specify the audit service name of the inference server.However, if it is specified as a command line argument, it is ignored.
    retry_count: 3                      # Specifies the number of reconnections to the audit Redis server.If less than 0 is specified, reconnection is forever.
    retry_interval: 1                   # Specifies the number of seconds before reconnecting to the audit Redis server.
    timeout: 15                         # Specify the maximum waiting time until the server responds.
    pg_enabled: False                   # Specify True if using the postgresql database server.
    pg_host: localhost                  # Specify the postgresql host.
    pg_port: 5432                       # Specify the postgresql port.
    pg_user: postgres                   # Specify the postgresql user name.
    pg_password: password               # Specify the postgresql password.
    pg_dbname: audit                    # Specify the postgresql database name.
    retention_period_days: 365          # Specify the number of days to retain audit logs.
  • The following files should also be known when using commands on the web screen or RESTAPI.
  • Open the file sample/extensions/user_list.yml. The file should look something like this.
  • This file manages the users and groups that are allowed Web access and their rules.
  • The rule of the previous command is allow for users in the user group in cmdrule.rules.
users:                         # A list of users, each of which is a map that contains the following fields.
- uid: 1                       # An ID that identifies a user. No two users can have the same ID.
  name: admin                  # A name that identifies the user. No two users can have the same name.
  password: XXXXX              # The user's password. The value is hashed with the hash function specified in the next hash field.
  hash: plain                  # The hash function used to hash the password, which can be plain, md5, sha1, or sha256, or oauth2, or saml.
  groups: [admin]              # A list of groups to which the user belongs, as specified in the groups field.
  email: admin@aaa.bbb.jp      # The email address of the user, used when authenticating using the provider specified in the oauth2 or saml field.
- uid: 101
  name: user01
  password: XXXXX
  hash: md5
  groups: [user]
  email: user01@aaa.bbb.jp
- uid: 102
  name: user02
  password: XXXXX
  hash: sha1
  groups: [readonly]
  email: user02@aaa.bbb.jp
- uid: 103
  name: user03
  password: XXXXX
  hash: sha256
  groups: [editor]
  email: user03@aaa.bbb.jp
groups:                        # A list of groups, each of which is a map that contains the following fields.
- gid: 1                       # An ID that identifies a group. No two groups can have the same ID.
  name: admin                  # A name that identifies the group. No two groups can have the same name.
- gid: 2
  name: guest
- gid: 101
  name: user
- gid: 102
  name: readonly
  parent: user                 # The parent group of the group. If the parent group is not specified, the group is a top-level group.
- gid: 103
  name: editor
  parent: user
cmdrule:                       # A list of command rules, Specify a rule that determines whether or not a command is executable when executed by a user in web mode.
  policy: deny                 # Specify the default policy for the rule. The value can be allow or deny.
  rules:                       # Specify rules to allow or deny execution of the command, depending on the group the user belongs to.
  - groups: [admin]
    rule: allow
  - groups: [user]             # Specify the groups to which the rule applies.
    mode: client               # Specify the "mode" as the condition for applying the rule.
    cmds: [file_download, file_list, server_info] # Specify the "cmd" to which the rule applies. Multiple items can be specified in a list.
    rule: allow                # Specifies whether or not the specified command is allowed for the specified group. The value can be allow or deny.
  - groups: [user]
    mode: server
    cmds: [list]
    rule: allow
  - groups: [user, guest]
    mode: audit
    cmds: [write]
    rule: allow
  - groups: [user, guest]
    mode: web
    cmds: [genpass]
    rule: allow
  - groups: [editor]
    mode: client
    cmds: [file_copy, file_mkdir, file_move, file_remove, file_rmdir, file_upload]
    rule: allow
pathrule:                      # List of RESTAPI rules, rules that determine whether or not a RESTAPI can be executed when a user in web mode accesses it.
  policy: deny                 # Specify the default policy for the rule. The value can be allow or deny.
  rules:                       # Specify rules to allow or deny execution of the RESTAPI, depending on the group the user belongs to.
  - groups: [admin]            # Specify the groups to which the rule applies.
    paths: [/]                 # Specify the "path" to which the rule applies. Multiple items can be specified in a list.
    rule: allow                # Specifies whether or not the specified RESTAPI is allowed for the specified group. The value can be allow or deny.
  - groups: [guest]
    paths: [/signin, /assets, /copyright, /dosignin, /dosignout, /password/change,
            /gui, /get_server_opt, /usesignout, /versions_cmdbox, /versions_used]
    rule: allow
  - groups: [user]
    paths: [/signin, /assets, /bbforce_cmd, /copyright, /dosignin, /dosignout, /password/change,
            /gui/user_data/load, /gui/user_data/save, /gui/user_data/delete,
            /agent, /mcpsv,
            /exec_cmd, /exec_pipe, /filer, /result, /gui, /get_server_opt, /usesignout, /versions_cmdbox, /versions_used]
    rule: allow
  - groups: [readonly]
    paths: [/gui/del_cmd, /gui/del_pipe, /gui/save_cmd, /gui/save_pipe]
    rule: deny
  - groups: [editor]
    paths: [/gui/del_cmd, /gui/del_pipe, /gui/save_cmd, /gui/save_pipe]
    rule: allow
password:                       # Password settings.
  policy:                       # Password policy settings.
    enabled: true               # Specify whether or not to enable password policy.
    not_same_before: true       # Specify whether or not to allow the same password as the previous one.
    min_length: 16              # Specify the minimum length of the password.
    max_length: 64              # Specify the maximum length of the password.
    min_lowercase: 1            # Specify the minimum number of lowercase letters in the password.
    min_uppercase: 1            # Specify the minimum number of uppercase letters in the password.
    min_digit: 1                # Specify the minimum number of digits in the password.
    min_symbol: 1               # Specify the minimum number of symbol characters in the password.
    not_contain_username: true  # Specify whether or not to include the username in the password.
  expiration:                   # Password expiration settings.
    enabled: true               # Specify whether or not to enable password expiration.
    period: 90                  # Specify the number of days after which the password will expire.
    notify: 7                   # Specify the number of days before the password expires that a notification will be sent.
  lockout:                      # Account lockout settings.
    enabled: true               # Specify whether or not to enable account lockout.
    threshold: 5                # Specify the number of failed login attempts before the account is locked.
    reset: 30                   # Specify the number of minutes after which the failed login count will be reset.
apikey:
  gen_cert:                         # Specify whether to generate a certificate for API key.
    enabled: true                   # Specify whether to enable certificate generation for API key.
    privatekey: idp_private.pem     # Specify the destination file for the generated private key.
    certificate: idp_cert.pem       # Specify the destination file for the generated certificate.
    publickey: idp_public.pem       # Specify the destination file for the generated public key.
  gen_jwt:                          # Specify whether to generate JWT for API key.
    enabled: true                   # Specify whether to enable JWT generation for API key.
    privatekey: idp_private.pem     # Specify the private key file for JWT generation.
    privatekey_passphrase:          # Specify the passphrase for the private key file.
                                    # If the private key is encrypted, specify the passphrase here.
    algorithm: RS256                # Specify the algorithm used to generate the JWT. The value can be RS256, PS256, or ES256.
    claims:                         # Specify the claims to be included in the JWT.
      iss: identity_provider        # Specify the issuer of the JWT. This is usually the name of the identity provider.
      sub: app_user                 # Specify the subject of the JWT. This is usually the name of the application.
      aud: app_organization         # Specify the audience of the JWT. This is usually the name of the organization that will use the application.
      exp: 31536000                 # Specify the expiration time of the JWT in seconds. The default is 31536000 seconds (1 year).
  verify_jwt:                       # Specify whether to verify JWT for API key.
    enabled: true                   # Specify whether to enable JWT verification for API key.
    certificate: idp_cert.pem       # Specify the certificate file for JWT verification.
    publickey: idp_public.pem       # Specify the public key file for JWT verification. Not required if certificate exists.
    issuer: identity_provider       # Specify the issuer of the JWT. This is usually the name of the identity provider. (If not specified, no verification)
    audience: app_organization      # Specify the audience of the JWT. This is usually the name of the organization that will use the application. (If not specified, no verification)
    algorithm: RS256                # Specify the algorithm used to verify the JWT. The value can be RS256, PS256, or ES256.
oauth2:                             # OAuth2 settings.
  providers:                        # This is a per-provider setting for OAuth2.
    google:                         # Google's OAuth2 configuration.
      enabled: false                # Specify whether to enable Google's OAuth2.
      client_id: XXXXXXXXXXX        # Specify Google's OAuth2 client ID.
      client_secret: XXXXXXXXXXX    # Specify Google's OAuth2 client secret.
      redirect_uri: https://localhost:8443/oauth2/google/callback # Specify Google's OAuth2 redirect URI.
      scope: ['email']              # Specify the scope you want to retrieve with Google's OAuth2. Usually, just reading the email is sufficient.
      signin_module:                # Specify the module name that implements the sign-in.
        cmdbox.app.auth.google_signin
      note:                         # Specify a description such as Google's OAuth2 reference site.
      - https://developers.google.com/identity/protocols/oauth2/web-server?hl=ja#httprest
    github:                         # OAuth2 settings for GitHub.
      enabled: false                # Specify whether to enable OAuth2 for GitHub.
      client_id: XXXXXXXXXXX        # Specify the OAuth2 client ID for GitHub.
      client_secret: XXXXXXXXXXX    # Specify the GitHub OAuth2 client secret.
      redirect_uri: https://localhost:8443/oauth2/github/callback # Specify the OAuth2 redirect URI for GitHub.
      scope: ['user:email']         # Specify the scope you want to get from GitHub's OAuth2. Usually, just reading the email is sufficient.
      signin_module:                # Specify the module name that implements the sign-in.
        cmdbox.app.auth.github_signin
      note:                         # Specify a description, such as a reference site for OAuth2 on GitHub.
      - https://docs.github.com/ja/apps/oauth-apps/building-oauth-apps/authorizing-oauth-apps#scopes
    azure:                          # OAuth2 settings for Azure AD.
      enabled: false                # Specify whether to enable OAuth2 for Azure AD.
      tenant_id: XXXXXXXXXXX        # Specify the tenant ID for Azure AD.
      client_id: XXXXXXXXXXX        # Specify the OAuth2 client ID for Azure AD.
      client_secret: XXXXXXXXXXX    # Specify the Azure AD OAuth2 client secret.
      redirect_uri: https://localhost:8443/oauth2/azure/callback # Specify the OAuth2 redirect URI for Azure AD.
      scope: ['openid', 'profile', 'email', 'https://graph.microsoft.com/mail.read']
      signin_module:                # Specify the module name that implements the sign-in.
        cmdbox.app.auth.azure_signin
      note:                         # Specify a description, such as a reference site for Azure AD's OAuth2.
      - https://learn.microsoft.com/ja-jp/entra/identity-platform/v2-oauth2-auth-code-flow
saml:                               # SAML settings.
  providers:                        # This is a per-provider setting for OAuth2.
    azure:                          # SAML settings for Azure AD.
      enabled: false                # Specify whether to enable SAML authentication for Azure AD.
      signin_module:                # Specify the module name that implements the sign-in.
        cmdbox.app.auth.azure_signin_saml # Specify the python3-saml configuration.
                                    # see) https://github.com/SAML-Toolkits/python3-saml
      sp:
        entityId: https://localhost:8443/
        assertionConsumerService:
          url: https://localhost:8443/saml/azure/callback
          binding: urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST
        attributeConsumingService: {}
        singleLogoutService:
          binding: urn:oasis:names:tc:SAML:2.0:bindings:HTTP-Redirect
        NameIDFormat: urn:oasis:names:tc:SAML:1.1:nameid-format:unspecified
        x509cert: ''
        privateKey: ''
      idp:
        entityId: https://sts.windows.net/{tenant-id}/
        singleSignOnService:
          url: https://login.microsoftonline.com/{tenant-id}/saml2
          binding: urn:oasis:names:tc:SAML:2.0:bindings:HTTP-Redirect
        x509cert: XXXXXXXXXXX
        singleLogoutService: {}
        certFingerprint: ''
        certFingerprintAlgorithm: sha1
  • See the documentation for references to each file.
  • Documentation is here.

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This project is licensed under the MIT License, see the LICENSE file for details

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