Index

Symbols

2017-11

2018-12

_

__init__() (lightmlrestapi.mlapp.authfiction.AuthMiddleware method) (lightmlrestapi.mlapp.base_logging.BaseLogging method) (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost method) (lightmlrestapi.mlapp.mlstorage.MLStorage method) (lightmlrestapi.mlapp.mlstorage.ZipStorage method) (lightmlrestapi.mlapp.mlstorage_rest.MLStoragePost method) (lightmlrestapi.tools.json_helper.JsonError method) _call_convention (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost attribute) _check_name() (lightmlrestapi.mlapp.mlstorage.ZipStorage method) _distance_img() (in module lightmlrestapi.testing.dummy_applications)

_distance_img_b64() (in module lightmlrestapi.testing.dummy_applications) _get_app() (in module lightmlrestapi.cli.make_ml_app) _import() (lightmlrestapi.mlapp.mlstorage.MLStorage method) _load() (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost method) _logerrorinfo() (lightmlrestapi.mlapp.base_logging.BaseLogging method) _makedirs() (lightmlrestapi.mlapp.mlstorage.ZipStorage method) _predict() (lightmlrestapi.mlapp.mlstorage_rest.MLStoragePost method) _predict_single() (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost method) _setup_hook() (in module lightmlrestapi) _store() (lightmlrestapi.mlapp.mlstorage_rest.MLStoragePost method) _token_is_valid() (lightmlrestapi.mlapp.authfiction.AuthMiddleware method)

A

add() (lightmlrestapi.mlapp.mlstorage.ZipStorage method)

AlreadyExistsException AuthMiddleware (class in lightmlrestapi.mlapp.authfiction)

B

base642image() (in module lightmlrestapi.args.args_images) BaseLogging (class in lightmlrestapi.mlapp.base_logging)

benchmark blog, [1] bytes2string() (in module lightmlrestapi.args.args_images)

C

call_predict() (lightmlrestapi.mlapp.mlstorage.MLStorage method) call_version() (lightmlrestapi.mlapp.mlstorage.MLStorage method) check() (in module lightmlrestapi)

check_single() (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost method) Creates an falcon application and starts it through a wsgi application Creates an falcon application to store machine learned models

D

data2json() (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost static method) (lightmlrestapi.mlapp.mlstorage_rest.MLStoragePost static method) dummy_application() (in module lightmlrestapi.testing.dummy_applications) dummy_application_auth() (in module lightmlrestapi.testing.dummy_applications) dummy_application_fct() (in module lightmlrestapi.testing.dummy_applications)

dummy_application_image() (in module lightmlrestapi.testing.dummy_applications) dummy_application_neighbors() (in module lightmlrestapi.testing.dummy_applications) dummy_application_neighbors_image() (in module lightmlrestapi.testing.dummy_applications) dummy_mlstorage() (in module lightmlrestapi.testing.dummy_applications) duration() (lightmlrestapi.mlapp.base_logging.BaseLogging method)

E

empty_cache() (lightmlrestapi.mlapp.mlstorage.MLStorage method) encrypt_password() (in module lightmlrestapi.args.encrypt_helper) encrypt_passwords() (in module lightmlrestapi.args.encrypt_helper) encrypt_pwd() (in module lightmlrestapi.cli.make_encrypt_pwd)

Encrypts password enumerate_names() (lightmlrestapi.mlapp.mlstorage.ZipStorage method) enumerate_parsed_logs() (in module lightmlrestapi.mlapp.base_logging) error() (lightmlrestapi.mlapp.base_logging.BaseLogging method) exists() (lightmlrestapi.mlapp.mlstorage.ZipStorage method)

F

falcon

G

get() (lightmlrestapi.mlapp.mlstorage.ZipStorage method) get_full_name() (lightmlrestapi.mlapp.mlstorage.ZipStorage method)

get_metadata() (lightmlrestapi.mlapp.mlstorage.ZipStorage method) get_wiki_img() (in module lightmlrestapi.testing.data) glossary

I

image2array() (in module lightmlrestapi.args.args_images)

image2base64() (in module lightmlrestapi.args.args_images) info() (lightmlrestapi.mlapp.base_logging.BaseLogging method)

J

json_dumps() (in module lightmlrestapi.tools.json_helper) json_loads() (in module lightmlrestapi.tools.json_helper) json_predict_model() (in module lightmlrestapi.netrest.rest_helper)

json_upload_model() (in module lightmlrestapi.netrest.rest_helper) JsonError Jupyter

L

lightmlrestapi module lightmlrestapi.__main__ module lightmlrestapi.args module lightmlrestapi.args.args_images module lightmlrestapi.args.encrypt_helper module lightmlrestapi.args.zip_helper module lightmlrestapi.cli module lightmlrestapi.cli.make_encrypt_pwd module lightmlrestapi.cli.make_ml_app module lightmlrestapi.cli.make_ml_store module lightmlrestapi.cli.make_ml_upload module lightmlrestapi.mlapp module lightmlrestapi.mlapp.authfiction module lightmlrestapi.mlapp.base_logging module lightmlrestapi.mlapp.mlpost_rest module

lightmlrestapi.mlapp.mlstorage module lightmlrestapi.mlapp.mlstorage_rest module lightmlrestapi.netrest module lightmlrestapi.netrest.rest_helper module lightmlrestapi.testing module lightmlrestapi.testing.data module lightmlrestapi.testing.dummy_applications module lightmlrestapi.testing.template_dl_keras module lightmlrestapi.testing.template_dl_light module lightmlrestapi.testing.template_dl_torch module lightmlrestapi.testing.template_ml module lightmlrestapi.tools module lightmlrestapi.tools.json_helper module load_model() (lightmlrestapi.mlapp.mlstorage.MLStorage method) load_passwords() (in module lightmlrestapi.args.encrypt_helper)

M

MachineLearningPost (class in lightmlrestapi.mlapp.mlpost_rest) main() (in module lightmlrestapi.__main__) MLStorage (class in lightmlrestapi.mlapp.mlstorage) MLStoragePost (class in lightmlrestapi.mlapp.mlstorage_rest) module lightmlrestapi lightmlrestapi.__main__ lightmlrestapi.args lightmlrestapi.args.args_images lightmlrestapi.args.encrypt_helper lightmlrestapi.args.zip_helper lightmlrestapi.cli lightmlrestapi.cli.make_encrypt_pwd lightmlrestapi.cli.make_ml_app lightmlrestapi.cli.make_ml_store lightmlrestapi.cli.make_ml_upload lightmlrestapi.mlapp lightmlrestapi.mlapp.authfiction lightmlrestapi.mlapp.base_logging lightmlrestapi.mlapp.mlpost_rest lightmlrestapi.mlapp.mlstorage lightmlrestapi.mlapp.mlstorage_rest lightmlrestapi.netrest lightmlrestapi.netrest.rest_helper lightmlrestapi.testing lightmlrestapi.testing.data lightmlrestapi.testing.dummy_applications lightmlrestapi.testing.template_dl_keras lightmlrestapi.testing.template_dl_light lightmlrestapi.testing.template_dl_torch lightmlrestapi.testing.template_ml lightmlrestapi.tools lightmlrestapi.tools.json_helper

O

on_post() (lightmlrestapi.mlapp.mlpost_rest.MachineLearningPost method) (lightmlrestapi.mlapp.mlstorage_rest.MLStoragePost method)

P

pandas

parse_auth_token_from_request() (lightmlrestapi.mlapp.authfiction.AuthMiddleware method) process_request() (lightmlrestapi.mlapp.authfiction.AuthMiddleware method)

R

restapi_load() (in module lightmlrestapi.testing.template_dl_keras) (in module lightmlrestapi.testing.template_dl_light) (in module lightmlrestapi.testing.template_dl_torch) (in module lightmlrestapi.testing.template_ml) restapi_predict() (in module lightmlrestapi.testing.template_dl_keras) (in module lightmlrestapi.testing.template_dl_light) (in module lightmlrestapi.testing.template_dl_torch) (in module lightmlrestapi.testing.template_ml)

restapi_version() (in module lightmlrestapi.testing.template_dl_keras) (in module lightmlrestapi.testing.template_dl_light) (in module lightmlrestapi.testing.template_dl_torch) (in module lightmlrestapi.testing.template_ml)

S

save_time() (lightmlrestapi.mlapp.base_logging.BaseLogging method) server start_mlrestapi() (in module lightmlrestapi.cli.make_ml_app)

start_mlreststor() (in module lightmlrestapi.cli.make_ml_store) string2bytes() (in module lightmlrestapi.args.args_images) submit_rest_request() (in module lightmlrestapi.netrest.rest_helper)

U

unzip_bytes() (in module lightmlrestapi.args.zip_helper)

upload_model() (in module lightmlrestapi.cli.make_ml_upload) Uploads a machine model

V

verify_data() (lightmlrestapi.mlapp.mlstorage.MLStorage method) (lightmlrestapi.mlapp.mlstorage.ZipStorage method)

Z

zip_dict() (in module lightmlrestapi.args.zip_helper)

ZipStorage (class in lightmlrestapi.mlapp.mlstorage)