Source code for gluonts.core.serde._repr

# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License").
# You may not use this file except in compliance with the License.
# A copy of the License is located at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# or in the "license" file accompanying this file. This file 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.
import itertools
import json
import math
from functools import singledispatch
from typing import Any

from gluonts.core import fqname_for

from ._base import Kind, encode, decode
from ._parse import parse


@singledispatch
def as_repr(x):
    if isinstance(x, (int, type(None))):
        return str(x)

    raise RuntimeError(f"Unexpected element type {fqname_for(x.__class__)}")


@as_repr.register(str)
def as_repr_str(x: str):
    # json.dumps escapes the string
    return json.dumps(x)


@as_repr.register(list)
def as_repr_list(x: list):
    inner = ", ".join(map(as_repr, x))
    return f"[{inner}]"


@as_repr.register(float)
def as_repr_float(x: float):
    if math.isfinite(x):
        return str(x)
    else:
        # e.g. `nan` needs to be encoded as `float("nan")`
        return 'float("{x}")'


@as_repr.register(dict)
def as_repr_dict(x: dict):
    kind = x.get("__kind__")

    if kind == Kind.Stateful:
        raise ValueError(
            f"Can not encode create representation for stateful object {x}."
        )

    if kind == Kind.Type:
        return x["class"]

    if kind == Kind.Instance:
        if x["class"] == "builtins.tuple":
            data = x["args"][0]
            inner = ", ".join(map(as_repr, data))
            # account for the extra `,` in `(x,)`
            if len(data) == 1:
                inner += ","
            return f"({inner})"

        if x["class"] == "builtins.set":
            data = x["args"][0]
            return f"set({as_repr(data)})"

        args = x.get("args", [])
        kwargs = x.get("kwargs", {})

        fqname = x["class"]
        bindings = ", ".join(
            itertools.chain(
                map(as_repr, args),
                [f"{k}={as_repr(v)}" for k, v in kwargs.items()],
            )
        )
        return f"{fqname}({bindings})"

    inner = ", ".join(f"{as_repr(k)}: {as_repr(v)}" for k, v in x.items())
    return f"{{{inner}}}"


[docs]def dump_code(o: Any) -> str: """ Serializes an object to a Python code string. Parameters ---------- o The object to serialize. Returns ------- str A string representing the object as Python code. See Also -------- load_code Inverse function. """ return as_repr(encode(o))
[docs]def load_code(s): return decode(parse(s))