Repository URL to install this package:
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Version:
2.2.1 ▾
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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.
from datetime import date, datetime
from decimal import Decimal
from flask.json import JSONEncoder
try:
import numpy as np
except ImportError:
np = None
try:
from kubernetes.client import models as k8s
except ImportError:
k8s = None
# Dates and JSON encoding/decoding
class AirflowJsonEncoder(JSONEncoder):
"""Custom Airflow json encoder implementation."""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.default = self._default
@staticmethod
def _default(obj):
"""Convert dates and numpy objects in a json serializable format."""
if isinstance(obj, datetime):
return obj.strftime('%Y-%m-%dT%H:%M:%SZ')
elif isinstance(obj, date):
return obj.strftime('%Y-%m-%d')
elif isinstance(obj, Decimal):
_, _, exponent = obj.as_tuple()
if exponent >= 0: # No digits after the decimal point.
return int(obj)
# Technically lossy due to floating point errors, but the best we
# can do without implementing a custom encode function.
return float(obj)
elif np is not None and isinstance(
obj,
(
np.int_,
np.intc,
np.intp,
np.int8,
np.int16,
np.int32,
np.int64,
np.uint8,
np.uint16,
np.uint32,
np.uint64,
),
):
return int(obj)
elif np is not None and isinstance(obj, np.bool_):
return bool(obj)
elif np is not None and isinstance(
obj, (np.float_, np.float16, np.float32, np.float64, np.complex_, np.complex64, np.complex128)
):
return float(obj)
elif k8s is not None and isinstance(obj, (k8s.V1Pod, k8s.V1ResourceRequirements)):
from airflow.kubernetes.pod_generator import PodGenerator
return PodGenerator.serialize_pod(obj)
raise TypeError(f"Object of type '{obj.__class__.__name__}' is not JSON serializable")