mirror of
https://github.com/webclinic017/drift.git
synced 2026-08-01 13:17:47 +00:00
Mark Aron Szulyovszky
28 lines
1.0 KiB
Python
28 lines
1.0 KiB
Python
from data_loader.types import DataCollection
|
|
|
|
|
|
def hash_data_config(data_config: dict) -> str:
|
|
def hash_data_collection(data_collection: DataCollection) -> str:
|
|
return "".join([a[0] + a[1] for a in data_collection])
|
|
|
|
def hash_feature_extractors(feature_extractos) -> str:
|
|
return "".join([f[0] for f in feature_extractos])
|
|
|
|
def to_str(x):
|
|
return "".join([str(i) for i in x])
|
|
|
|
return "_".join(
|
|
to_str(
|
|
[
|
|
hash_data_collection(data_config["assets"]),
|
|
hash_data_collection(data_config["other_assets"]),
|
|
hash_data_collection(data_config["exogenous_data"]),
|
|
data_config["target_asset"][0] + data_config["target_asset"][1],
|
|
data_config["load_non_target_asset"],
|
|
hash_feature_extractors(data_config["own_features"]),
|
|
hash_feature_extractors(data_config["other_features"]),
|
|
hash_feature_extractors(data_config["exogenous_features"]),
|
|
]
|
|
)
|
|
)
|