tabpy.tabpy_tools.rest_client

Complexity

Total Complexity

22

Size/Duplication

Total Lines	265
Duplicated Lines	0 %

Test Coverage

Coverage

81.25%

Importance

Changes

0

2 Functions

Rating	Name	Duplication	Size	Complexity
A	to_epoch()	0	2	1
A	from_epoch()	0	5	2

from .rest import RESTObject, RESTProperty
from datetime import datetime


def from_epoch(value):
    if isinstance(value, datetime):
        return value
    else:
        return datetime.utcfromtimestamp(value)


def to_epoch(value):
    return (value - datetime(1970, 1, 1)).total_seconds()


class Endpoint(RESTObject):
    """Represents an endpoint.

    Note that not every attribute is returned as part of the GET.

    Attributes
    ----------

    name : str
        The name of the endpoint. Valid names include ``[a-zA-Z0-9_\\- ]+``
    type : str
        The type of endpoint. The types include "alias", "model".
    version : int
        The version of this endpoint. Initial versions have version on 1. New
        versions increment this by 1.
    description : str
        A human-readable description of the endpoint.
    dependencies: list
        A list of endpoints that this endpoint depends on.
    methods : list
        ???
    """

    name = RESTProperty(str)
    type = RESTProperty(str)
    version = RESTProperty(int)
    description = RESTProperty(str)
    dependencies = RESTProperty(list)
    docstring = RESTProperty(str)
    methods = RESTProperty(list)
    creation_time = RESTProperty(datetime, from_epoch, to_epoch)
    last_modified_time = RESTProperty(datetime, from_epoch, to_epoch)
    evaluator = RESTProperty(str)
    schema_version = RESTProperty(int)
    schema = RESTProperty(str)
    is_public = RESTProperty(bool)

    def __new__(cls, **kwargs):
        """Dispatch to the appropriate class."""
        cls2 = {"alias": AliasEndpoint, "model": ModelEndpoint}[kwargs["type"]]

        """return object.__new__(cls, **kwargs)"""
        """ modified for Python 3"""
        return object.__new__(cls2)

    def __eq__(self, other):
        return (
            self.name == other.name
            and self.type == other.type
            and self.version == other.version
            and self.description == other.description
            and self.dependencies == other.dependencies
            and self.docstring == other.docstring
            and self.methods == other.methods
            and self.evaluator == other.evaluator
            and self.schema_version == other.schema_version
            and self.schema == other.schema
            and self.is_public == other.is_public
        )


class ModelEndpoint(Endpoint):
    """Represents a model endpoint.

    src_path : str

        The local file path to the source of this object.

    required_files : str

        The local file path to the directory containing the
        required files.

    required_packages : str

        The local file path to the directory containing the
        required packages.

    """

    src_path = RESTProperty(str)
    required_files = RESTProperty(list)
    required_packages = RESTProperty(list)
    required_packages_dst_path = RESTProperty(str)

    def __init__(self, **kwargs):
        super().__init__(**kwargs)
        self.type = "model"

    def __eq__(self, other):
        return (
            super().__eq__(other)
            and self.required_files == other.required_files
            and self.required_packages == other.required_packages
        )


class AliasEndpoint(Endpoint):
    """Represents an alias Endpoint.

    target : str

        The endpoint that this is an alias for.

    """

    target = RESTProperty(str)

    def __init__(self, **kwargs):
        super().__init__(**kwargs)
        self.type = "alias"


class RESTServiceClient:
    """A thin client for the REST Service."""

    def __init__(self, service_client):
        self.service_client = service_client
        self.query_timeout = None

    def get_info(self):
        """Returns the /info"""
        return self.service_client.GET("info")

    def query(self, name, *args, **kwargs):
        """Performs a query. Either specify *args or **kwargs, not both.
        Respects query_timeout."""
        if args and kwargs:
            raise ValueError(
                "Mixing of keyword arguments and positional arguments when "
                "querying an endpoint is not supported."
            )
        return self.service_client.POST(
            "query/" + name, data={"data": args or kwargs}, timeout=self.query_timeout
        )

    def get_endpoint_upload_destination(self):
        """Returns a dict representing where endpoint data should be uploaded.

        Returns
        -------
        dict
            Keys include:
            * path: a local file path.

        Note: In the future, other paths and parameters may be supported.

        Note: At this time, the response should not change over time.
        """
        return self.service_client.GET("configurations/endpoint_upload_destination")

    def get_endpoints(self, type=None):
        """Returns endpoints from the management API.

        Parameters
        ----------

        type : str
            The type of endpoint to return. None will include all endpoints.
            Other options are 'model' and 'alias'.
        """
        result = {}
        for name, attrs in self.service_client.GET("endpoints", {"type": type}).items():
            endpoint = Endpoint.from_json(attrs)
            endpoint.name = name
            result[name] = endpoint
        return result

    def get_endpoint(self, endpoint_name):
        """Returns an endpoints from the management API given its name.

        Parameters
        ----------

        endpoint_name : str

            The name of the endpoint.
        """
        ((name, attrs),) = self.service_client.GET("endpoints/" + endpoint_name).items()
        endpoint = Endpoint.from_json(attrs)
        endpoint.name = name
        return endpoint

    def add_endpoint(self, endpoint):
        """Adds an endpoint through the management API.

        Parameters
        ----------

        endpoint : Endpoint
        """
        return self.service_client.POST("endpoints", endpoint.to_json())

    def set_endpoint(self, endpoint, should_update_version=True):
        """Updates an endpoint through the management API.

        Parameters
        ----------

        endpoint : Endpoint

            The endpoint to update.

        should_update_version : bool

            Whether this update should increment the version.
            False if this is called from update_endpoint_info
            True if called from deploy
        """
        request_body = endpoint.to_json()
        request_body["should_update_version"] = should_update_version
        return self.service_client.PUT("endpoints/" + endpoint.name, request_body)

    def remove_endpoint(self, endpoint_name):
        """Deletes an endpoint through the management API.

        Parameters
        ----------

        endpoint_name : str

            The endpoint to delete.
        """
        self.service_client.DELETE("endpoints/" + endpoint_name)

    def get_status(self):
        """Returns the status of the server.

        Returns
        -------

        dict
        """
        return self.service_client.GET("status")

    def set_credentials(self, username, password):
        """
        Set credentials for all the TabPy client-server communication
        where client is tabpy-tools and server is tabpy-server.

        Parameters
        ----------
        username : str
            User name (login). Username is case insensitive.

        password : str
            Password in plain text.
        """
        self.service_client.set_credentials(username, password)