ChangePointDetectRequest Class
ChangePointDetectRequest.
All required parameters must be populated in order to send to Azure.
- Inheritance
-
msrest.serialization.ModelChangePointDetectRequest
Constructor
ChangePointDetectRequest(*, series, granularity, custom_interval: int = None, period: int = None, stable_trend_window: int = None, threshold: float = None, **kwargs)
Parameters
Name | Description |
---|---|
series
Required
|
Required. Time series data points. Points should be sorted by timestamp in ascending order to match the change point detection result. |
granularity
Required
|
str or
Granularity
Required. Can only be one of yearly, monthly, weekly, daily, hourly, minutely or secondly. Granularity is used for verify whether input series is valid. Possible values include: 'yearly', 'monthly', 'weekly', 'daily', 'hourly', 'minutely', 'secondly' |
custom_interval
Required
|
Custom Interval is used to set non-standard time interval, for example, if the series is 5 minutes, request can be set as {"granularity":"minutely", "customInterval":5}. |
period
Required
|
Optional argument, periodic value of a time series. If the value is null or does not present, the API will determine the period automatically. |
stable_trend_window
Required
|
Optional argument, advanced model parameter, a default stableTrendWindow will be used in detection. |
threshold
Required
|
Optional argument, advanced model parameter, between 0.0-1.0, the lower the value is, the larger the trend error will be which means less change point will be accepted. |
Keyword-Only Parameters
Name | Description |
---|---|
series
Required
|
|
granularity
Required
|
|
custom_interval
Required
|
|
period
Required
|
|
stable_trend_window
Required
|
|
threshold
Required
|
|
Methods
as_dict |
Return a dict that can be JSONify using json.dump. Advanced usage might optionally use a callback as parameter: Key is the attribute name used in Python. Attr_desc is a dict of metadata. Currently contains 'type' with the msrest type and 'key' with the RestAPI encoded key. Value is the current value in this object. The string returned will be used to serialize the key. If the return type is a list, this is considered hierarchical result dict. See the three examples in this file:
If you want XML serialization, you can pass the kwargs is_xml=True. |
deserialize |
Parse a str using the RestAPI syntax and return a model. |
enable_additional_properties_sending | |
from_dict |
Parse a dict using given key extractor return a model. By default consider key extractors (rest_key_case_insensitive_extractor, attribute_key_case_insensitive_extractor and last_rest_key_case_insensitive_extractor) |
is_xml_model | |
serialize |
Return the JSON that would be sent to azure from this model. This is an alias to as_dict(full_restapi_key_transformer, keep_readonly=False). If you want XML serialization, you can pass the kwargs is_xml=True. |
validate |
Validate this model recursively and return a list of ValidationError. |
as_dict
Return a dict that can be JSONify using json.dump.
Advanced usage might optionally use a callback as parameter:
Key is the attribute name used in Python. Attr_desc is a dict of metadata. Currently contains 'type' with the msrest type and 'key' with the RestAPI encoded key. Value is the current value in this object.
The string returned will be used to serialize the key. If the return type is a list, this is considered hierarchical result dict.
See the three examples in this file:
attribute_transformer
full_restapi_key_transformer
last_restapi_key_transformer
If you want XML serialization, you can pass the kwargs is_xml=True.
as_dict(keep_readonly=True, key_transformer=<function attribute_transformer>, **kwargs)
Parameters
Name | Description |
---|---|
key_transformer
|
<xref:function>
A key transformer function. |
keep_readonly
|
default value: True
|
Returns
Type | Description |
---|---|
A dict JSON compatible object |
deserialize
Parse a str using the RestAPI syntax and return a model.
deserialize(data, content_type=None)
Parameters
Name | Description |
---|---|
data
Required
|
A str using RestAPI structure. JSON by default. |
content_type
|
JSON by default, set application/xml if XML. default value: None
|
Returns
Type | Description |
---|---|
An instance of this model |
Exceptions
Type | Description |
---|---|
DeserializationError if something went wrong
|
enable_additional_properties_sending
enable_additional_properties_sending()
from_dict
Parse a dict using given key extractor return a model.
By default consider key extractors (rest_key_case_insensitive_extractor, attribute_key_case_insensitive_extractor and last_rest_key_case_insensitive_extractor)
from_dict(data, key_extractors=None, content_type=None)
Parameters
Name | Description |
---|---|
data
Required
|
A dict using RestAPI structure |
content_type
|
JSON by default, set application/xml if XML. default value: None
|
key_extractors
|
default value: None
|
Returns
Type | Description |
---|---|
An instance of this model |
Exceptions
Type | Description |
---|---|
DeserializationError if something went wrong
|
is_xml_model
is_xml_model()
serialize
Return the JSON that would be sent to azure from this model.
This is an alias to as_dict(full_restapi_key_transformer, keep_readonly=False).
If you want XML serialization, you can pass the kwargs is_xml=True.
serialize(keep_readonly=False, **kwargs)
Parameters
Name | Description |
---|---|
keep_readonly
|
If you want to serialize the readonly attributes default value: False
|
Returns
Type | Description |
---|---|
A dict JSON compatible object |
validate
Validate this model recursively and return a list of ValidationError.
validate()
Returns
Type | Description |
---|---|
A list of validation error |
Azure SDK for Python
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