def load(self, path):
self.curdir = os.path.abspath(path)
self.model = self.io.load(path)
self.methods = read(os.path.join(path, self.methods_json),
typing.Optional[Methods])
self.requirements = read(os.path.join(path, self.requirements_json),
Requirements)
def from_config_file(cls, filepath):
"""
Read and create Ebonite instance from config file
:param filepath: path to read config from
:return: :class:`~ebontie.Ebonite` instance
"""
return read(filepath, Ebonite)
def load(self) -> Interface:
metas = read(MODELS_META_PATH, List[Model])
for i, meta in enumerate(metas):
meta.wrapper.load(os.path.join(MODEL_BIN_PATH, str(i)))
ifaces = {
meta.name: model_interface(meta) for meta in metas
}
return merge(ifaces)
from pyjackson import read
from ebonite.core.objects.metric import Metric
if __name__ == '__main__':
metric: Metric = read('metric.json', Metric)
assert metric.evaluate(1, 3) == 14
def load(self) -> Interface:
meta = read(MODEL_META_PATH, Model)
meta.wrapper.load(MODEL_BIN_PATH)
return model_interface(meta)
def load(self) -> Interface:
meta = read(PIPELINE_META_PATH, PipelineMeta)
for name, model in meta.models.items():
model.wrapper.load(os.path.join(MODEL_BIN_PATH, name))
meta.pipeline.models = meta.models
return pipeline_interface(meta.pipeline)
def load(self) -> Interface:
metas = read(MODEL_META_PATH, List[core.Model])
for meta in metas:
meta.wrapper.load(os.path.join(MODEL_BIN_PATH, meta.name))
ifaces = {meta.name: model_interface(meta) for meta in metas}
return merge(ifaces)