How to use the kaggle.api.kaggle_api_extended.KaggleApi function in kaggle

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github ildoonet / data-science-bowl-2018 / submission.py View on Github external
def submit_result(self, submit_msg='KakaoAutoML'):
        """
        Submit result to kaggle and wait for getting the result.
        """
        logger.info('kaggle.submit_result: initialization')
        api_client = KaggleApi()
        api_client.authenticate()
        submissions = api_client.competitionSubmissions(KaggleSubmission.CNAME)
        last_idx = submissions[0].ref if len(submissions) > 0 else -1

        # submit
        logger.info('kaggle.submit_result: trying to submit @ %s' % self.get_filepath())
        submit_result = api_client.competitionSubmit(self.get_filepath(), submit_msg, KaggleSubmission.CNAME)
        logger.info('kaggle.submit_result: submitted!')

        # wait for the updated LB
        wait_interval = 10   # in seconds
        for _ in range(60 // wait_interval * 5):
            submissions = api_client.competitionSubmissions(KaggleSubmission.CNAME)
            if len(submissions) == 0:
                continue
            if submissions[0].status == 'complete' and submissions[0].ref != last_idx:
github EKami / Torchlite / examples-tf / hupaic / main.py View on Github external
def retrieve_dataset(input_dir):
    input_dir = Path(input_dir)
    zip_files = ["train.zip", "test.zip"]
    if not input_dir.exists():
        os.makedirs(input_dir)
        api = KaggleApi(ApiClient())
        api.authenticate()
        api.competition_download_files("human-protein-atlas-image-classification",
                                       input_dir, force=True, quiet=False)
        print("Extracting files...")
        for file in zip_files:
            pth = input_dir / file.split(".")[0]
            if not pth.exists():
                os.mkdir(pth)
            zip_ref = zipfile.ZipFile(input_dir / file, 'r')
            zip_ref.extractall(pth)
            zip_ref.close()
            os.remove(input_dir / file)
        print("Dataset downloaded!")
    else:
        print("Dataset already present in input dir, skipping...")
    return input_dir
github Kaggle / kaggle-api / kaggle / __init__.py View on Github external
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# coding=utf-8
from __future__ import absolute_import
from kaggle.api.kaggle_api_extended import KaggleApi
from kaggle.api_client import ApiClient

api = KaggleApi(ApiClient())
api.authenticate()
github Kaggle / kaggle-api / kaggle / api / kaggle_api_extended.py View on Github external
from ..models.license import License
import requests
from requests.adapters import HTTPAdapter
from requests.packages.urllib3.util.retry import Retry
from ..rest import ApiException
import six
from slugify import slugify
from tqdm import tqdm

try:
    unicode  # Python 2
except NameError:
    unicode = str  # Python 3


class KaggleApi(KaggleApi):
    __version__ = '1.5.6'

    CONFIG_NAME_PROXY = 'proxy'
    CONFIG_NAME_COMPETITION = 'competition'
    CONFIG_NAME_PATH = 'path'
    CONFIG_NAME_USER = 'username'
    CONFIG_NAME_KEY = 'key'
    CONFIG_NAME_SSL_CA_CERT = 'ssl_ca_cert'

    HEADER_API_VERSION = 'X-Kaggle-ApiVersion'
    DATASET_METADATA_FILE = 'dataset-metadata.json'
    OLD_DATASET_METADATA_FILE = 'datapackage.json'
    KERNEL_METADATA_FILE = 'kernel-metadata.json'

    config_dir = os.environ.get('KAGGLE_CONFIG_DIR') or os.path.join(
        expanduser('~'), '.kaggle')