***Overview***
***
A helper library for working with features and featuresets programmatically leveraging the existing anaml_client SDK.
***Example Usage***
```
from anaml_client import Anaml ##import Anaml as normal.
from anaml_helper import AnamlHelper ##import AnamlHelper
anaml_client = Anaml(url=,apikey=,secret=,ref=) ##create Anaml class
anaml_helper = AnamlHelper(anaml_client) ##pass Anaml to AnamlHelper
```
This will provide access to the helper methods for interacting with Features and FeatureSets via anaml sdk. N.B - `The library is currently limited to working only with Features and FeatureSet objects`.
The below contains some examples and a list of available methods.
**Feature Methods**
- create_feature
- update_feature_aggregate
- update_feature_attributes
- update_feature_description
- update_feature_entityRestrictions
- update_feature_filter
- update_feature_labels
- update_feature_name
- update_feature_postAggregateExpr
- update_feature_select
- update_feature_table
- update_feature_template
- update_feature_to_DayWindow
- update_feature_to_OpenWindow
- update_feature_to_RowWindow
```
#Creating EventFeature
anaml_helper.create_feature("feature_name",
attributes=[{"key": "OWNER", "value": "C11_HH360"},
{"key": "CREATOR", "value": "my_email@domain.com"}],
labels=["label1", "label2"],
select="accnt_key",
description="feature description",
template=None,
table=383,
filter="accnt_key is not null",
aggregate="count",
post_aggregate=None,
entity_ids=[4])
#Updating feature labels
anaml_helper.update_feature_labels(feature_id=3467,labels=['label1','label2','label3'])
#Updating feature filter
anaml_helper.update_feature_filter(feature_id=3467, filter="accnt_id is not null")
#Updating feature name
anaml_helper.update_feature_name(feature_id=3457, name="modified_feature_name")
#Updating feature window to DayWindow
anaml_helper.update_feature_to_DayWindow(feature_id=3467, days=30)
#Updating feature window to RowWindow
anaml_helper.update_feature_to_RowWindow(feature_id=3467, rows=10_000)
```
**FeatureSet Methods**
- create_featureset
- update_featureset_attributes
- update_featureset_description
- update_featureset_entity
- update_featureset_features
- update_featureset_labels
- update_featureset_name
```
#Creating FeatureSet
anaml_helper.create_featureset(
name="featureset_name",
entity=4,
description="featureset description.",
labels=["featureset_label1","featureset_label2"],
attributes=[{"key": "OWNER", "value": "C11_HH360"}],
features=[3467, 3459, 3462]
)
#Updating featureset name
anaml_helper.update_featureset_name(featureset_id=440,name="new_featureset_name")
#Updating featureset description
anaml_helper.update_featureset_description(featureset_id=440,description="new featureset description")
#Updating featureset entity
anaml_helper.update_featureset_entity(featureset_id=333, entity_id=3)
```
