node_generic.py 3.03 KB
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
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"""Common implementation of Node generic related logic"""
# pylint: disable=unused-import
from __future__ import absolute_import

from numbers import Number, Integral
from .. import _api_internal
from .base import string_types

# Node base class
_CLASS_NODE_BASE = None

def _set_class_node_base(cls):
    global _CLASS_NODE_BASE
    _CLASS_NODE_BASE = cls

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class NodeGeneric(object):
    """Base class for all classes that can be converted to node."""
    def asnode(self):
        """Convert value to node"""
        raise NotImplementedError()

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def convert_to_node(value):
    """Convert a python value to corresponding node type.

    Parameters
    ----------
    value : str
        The value to be inspected.

    Returns
    -------
    node : Node
        The corresponding node value.
    """
    if isinstance(value, _CLASS_NODE_BASE):
        return value
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    if isinstance(value, bool):
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        return const(value, 'uint1x1')
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    if isinstance(value, Number):
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        return const(value)
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    if isinstance(value, string_types):
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        return _api_internal._str(value)
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    if isinstance(value, (list, tuple)):
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        value = [convert_to_node(x) for x in value]
        return _api_internal._Array(*value)
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    if isinstance(value, dict):
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        vlist = []
        for item in value.items():
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            if (not isinstance(item[0], _CLASS_NODE_BASE) and
                    not isinstance(item[0], string_types)):
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                raise ValueError("key of map must already been a container type")
            vlist.append(item[0])
            vlist.append(convert_to_node(item[1]))
        return _api_internal._Map(*vlist)
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    if isinstance(value, NodeGeneric):
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        return value.asnode()
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    if value is None:
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        return None
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    raise ValueError("don't know how to convert type %s to node" % type(value))
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def const(value, dtype=None):
    """Construct a constant value for a given type.

    Parameters
    ----------
    value : int or float
        The input value

    dtype : str
        The data type.

    Returns
    -------
    expr : Expr
        Constant expression corresponds to the value.
    """
    if dtype is None:
        if isinstance(value, Integral):
            dtype = 'int32'
        else:
            dtype = 'float32'
    return _api_internal._const(value, dtype)