anaml-helper 1.0.1

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)