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kaggle_http_client.py
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256 lines (213 loc) · 8.47 KB
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import binascii
import codecs
import json
import os
import urllib.parse
from io import BytesIO
from pathlib import Path
import requests
from urllib3.fields import RequestField
from kagglesdk.kaggle_env import (
get_endpoint,
get_env,
is_in_kaggle_notebook,
get_access_token_from_env,
KaggleEnv,
)
from kagglesdk.kaggle_object import KaggleObject
from typing import Type
# TODO (http://b/354237483) Generate the client from the existing one.
# This was created from kaggle_api_client.py, prior to recent changes to
# auth handling. The new client requires KAGGLE_API_TOKEN, so it is not
# currently usable by the CLI.
def _headers_to_str(headers):
return "\n".join(f"{k}: {v}" for k, v in headers.items())
def _get_apikey_creds():
apikey_filename = os.path.expanduser("~/.kaggle/kaggle.json")
if not os.path.exists(apikey_filename):
return None
kaggle_json = None
with open(apikey_filename) as apikey_file:
kaggle_json = apikey_file.read()
if not kaggle_json or not kaggle_json.strip():
return None
api_key_data = json.loads(kaggle_json)
username = api_key_data["username"]
api_key = api_key_data["key"]
return username, api_key
class KaggleHttpClient(object):
_xsrf_cookie_name = "XSRF-TOKEN"
_csrf_cookie_name = "CSRF-TOKEN"
_xsrf_cookies = (_xsrf_cookie_name, _csrf_cookie_name)
_xsrf_header_name = "X-XSRF-TOKEN"
def __init__(
self,
env: KaggleEnv = None,
verbose: bool = False,
username: str = None,
password: str = None,
api_token: str = None,
):
self._env = env or get_env()
self._signed_in = None
self._endpoint = get_endpoint(self._env)
self._verbose = verbose
self._session = None
self._username = username
self._password = password
self._api_token = api_token
def call(
self,
service_name: str,
request_name: str,
request: KaggleObject,
response_type: Type[KaggleObject],
):
self._init_session()
http_request = self._prepare_request(service_name, request_name, request)
# Merge environment settings into session
settings = self._session.merge_environment_settings(http_request.url, {}, request.stream(), None, None)
http_response = self._session.send(http_request, **settings)
response = self._prepare_response(response_type, http_response)
return response
def _prepare_request(self, service_name: str, request_name: str, request: KaggleObject):
request_url = self._get_request_url(service_name, request_name)
http_request = requests.Request(
method="POST",
url=request_url,
json=request.__class__.to_dict(request),
headers=self._session.headers,
auth=self._session.auth,
)
prepared_request = http_request.prepare()
self._print_request(prepared_request)
return prepared_request
def _prepare_response(self, response_type, http_response):
"""Extract the kaggle response and raise an exception if it is an error."""
self._print_response(http_response)
try:
if "application/json" in http_response.headers["Content-Type"]:
resp = http_response.json()
if "code" in resp and resp["code"] >= 400:
raise requests.exceptions.HTTPError(resp["message"], response=http_response)
except KeyError:
pass
http_response.raise_for_status()
if response_type is None: # Method doesn't have a return type
return None
return response_type.prepare_from(http_response)
def _print_request(self, request):
if not self._verbose:
return
self._print("---------------------Request----------------------")
self._print(f"{request.method} {request.url}\n{_headers_to_str(request.headers)}\n\n{request.body}")
self._print("--------------------------------------------------")
def _print_response(self, response, body=True):
if not self._verbose:
return
self._print("---------------------Response---------------------")
self._print(f"{response.status_code}\n{_headers_to_str(response.headers)}")
if body:
self._print(f"\n{response.text}")
self._print("--------------------------------------------------")
def _print(self, message: str):
if self._verbose:
print(message)
def __enter__(self):
self._init_session()
return self
def __exit__(self, exc_type, exc_value, tb):
if self._session is not None:
self._session.close()
def _init_session(self):
if self._session is not None:
return self._session
self._session = requests.Session()
self._session.headers.update({"User-Agent": "kaggle-api/v1.7.0", "Content-Type": "application/json"}) # Was: V2
iap_token = self._get_iap_token_if_required()
if iap_token is not None:
self._session.headers.update(
{
# https://cloud.google.com/iap/docs/authentication-howto#authenticating_from_proxy-authorization_header
"Proxy-Authorization": f"Bearer {iap_token}",
}
)
self._try_fill_auth()
# self._fill_xsrf_token(iap_token) # TODO Make this align with original handler.
def _get_iap_token_if_required(self):
if self._env not in (KaggleEnv.STAGING, KaggleEnv.ADMIN):
return None
iap_token = os.getenv("KAGGLE_IAP_TOKEN")
if iap_token is None:
raise Exception(f'Must set KAGGLE_IAP_TOKEN to access "{self._endpoint}"')
return iap_token
def _fill_xsrf_token(self, iap_token):
initial_get_request = requests.Request(
method="GET",
url=self._endpoint,
headers=self._session.headers,
auth=self._session.auth,
)
prepared_request = initial_get_request.prepare()
self._print_request(prepared_request)
http_response = self._session.send(prepared_request)
self._print_response(http_response, body=False)
if iap_token is not None and http_response.status_code in (401, 403):
raise requests.exceptions.HTTPError("IAP token invalid or expired")
http_response.raise_for_status()
self._session.headers.update(
{
KaggleHttpClient._xsrf_header_name: self._session.cookies[KaggleHttpClient._xsrf_cookie_name],
}
)
def build_start_oauth_url(
self,
client_id: str,
redirect_uri: str,
scope: list[str],
state: str,
code_challenge: str,
) -> str:
params = {
"response_type": "code",
"client_id": client_id,
"redirect_uri": redirect_uri,
"scope": " ".join(scope),
"state": state,
"code_challenge": code_challenge,
"code_challenge_method": "S256",
"response_type": "code",
"response_mode": "query",
}
auth_url = f"{self._endpoint}/api/v1/oauth2/authorize"
query_string = urllib.parse.urlencode(params, quote_via=urllib.parse.quote_plus)
return f"{auth_url}?{query_string}"
def get_oauth_default_redirect_url(self) -> str:
return f"{self._endpoint}/account/api/oauth/token"
class BearerAuth(requests.auth.AuthBase):
def __init__(self, token):
self.token = token
def __call__(self, r):
r.headers["Authorization"] = f"Bearer {self.token}"
return r
def _try_fill_auth(self):
if self._signed_in is not None:
return
if self._api_token is None:
(api_token, _) = get_access_token_from_env()
self._api_token = api_token
if self._api_token is not None:
self._session.auth = KaggleHttpClient.BearerAuth(self._api_token)
self._signed_in = True
return
if self._username and self._password:
apikey_creds = self._username, self._password
else:
apikey_creds = _get_apikey_creds()
if apikey_creds is not None:
self._session.auth = apikey_creds
self._signed_in = True
return
self._signed_in = False
def _get_request_url(self, service_name: str, request_name: str):
return f"{self._endpoint}/v1/{service_name}/{request_name}"