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import json
import logging
import re
import uuid
from base64 import b64encode
from typing import Optional, Dict, Any, Sequence, Union, List, Callable, Generator, BinaryIO
from urllib.parse import urlencode
from urllib3 import Timeout
from urllib3.exceptions import HTTPError
from urllib3.poolmanager import PoolManager
from urllib3.response import HTTPResponse
from clickhouse_connect import common
from clickhouse_connect.datatypes import registry
from clickhouse_connect.datatypes.base import ClickHouseType
from clickhouse_connect.driver.ctypes import RespBuffCls
from clickhouse_connect.driver.client import Client
from clickhouse_connect.driver.common import dict_copy, coerce_bool, coerce_int
from clickhouse_connect.driver.compression import available_compression
from clickhouse_connect.driver.exceptions import DatabaseError, OperationalError, ProgrammingError
from clickhouse_connect.driver.external import ExternalData
from clickhouse_connect.driver.httputil import ResponseSource, get_pool_manager, get_response_data, \
default_pool_manager, get_proxy_manager, all_managers, check_env_proxy, check_conn_reset
from clickhouse_connect.driver.insert import InsertContext
from clickhouse_connect.driver.query import QueryResult, QueryContext, quote_identifier, bind_query
from clickhouse_connect.driver.transform import NativeTransform
logger = logging.getLogger(__name__)
columns_only_re = re.compile(r'LIMIT 0\s*$', re.IGNORECASE)
# pylint: disable=too-many-instance-attributes
class HttpClient(Client):
params = {}
valid_transport_settings = {'database', 'buffer_size', 'session_id',
'compress', 'decompress', 'session_timeout',
'session_check', 'query_id', 'quota_key',
'wait_end_of_query', 'client_protocol_version'}
optional_transport_settings = {'send_progress_in_http_headers',
'http_headers_progress_interval_ms',
'enable_http_compression'}
_owns_pool_manager = False
# pylint: disable=too-many-arguments,too-many-locals,too-many-branches,too-many-statements,unused-argument
def __init__(self,
interface: str,
host: str,
port: int,
username: str,
password: str,
database: str,
compress: Union[bool, str] = True,
query_limit: int = 0,
query_retries: int = 2,
connect_timeout: int = 10,
send_receive_timeout: int = 300,
client_name: Optional[str] = None,
verify: bool = True,
ca_cert: Optional[str] = None,
client_cert: Optional[str] = None,
client_cert_key: Optional[str] = None,
session_id: Optional[str] = None,
settings: Optional[Dict[str, Any]] = None,
pool_mgr: Optional[PoolManager] = None,
http_proxy: Optional[str] = None,
https_proxy: Optional[str] = None,
server_host_name: Optional[str] = None,
apply_server_timezone: Optional[Union[str, bool]] = True):
"""
Create an HTTP ClickHouse Connect client
See clickhouse_connect.get_client for parameters
"""
self.url = f'{interface}://{host}:{port}'
self.headers = {}
ch_settings = settings or {}
self.http = pool_mgr
if interface == 'https':
if not https_proxy:
https_proxy = check_env_proxy('https', host, port)
if client_cert:
if not username:
raise ProgrammingError('username parameter is required for Mutual TLS authentication')
self.headers['X-ClickHouse-User'] = username
self.headers['X-ClickHouse-SSL-Certificate-Auth'] = 'on'
verify = coerce_bool(verify)
# pylint: disable=too-many-boolean-expressions
if not self.http and (server_host_name or ca_cert or client_cert or not verify or https_proxy):
options = {
'ca_cert': ca_cert,
'client_cert': client_cert,
'verify': verify,
'client_cert_key': client_cert_key
}
if server_host_name:
if verify:
options['assert_hostname'] = server_host_name
options['server_hostname'] = server_host_name
self.http = get_pool_manager(https_proxy=https_proxy, **options)
self._owns_pool_manager = True
if not self.http:
if not http_proxy:
http_proxy = check_env_proxy('http', host, port)
if http_proxy:
self.http = get_proxy_manager(host, http_proxy)
else:
self.http = default_pool_manager()
if not client_cert and username:
self.headers['Authorization'] = 'Basic ' + b64encode(f'{username}:{password}'.encode()).decode()
self.headers['User-Agent'] = common.build_client_name(client_name)
self._read_format = self._write_format = 'Native'
self._transform = NativeTransform()
connect_timeout, send_receive_timeout = coerce_int(connect_timeout), coerce_int(send_receive_timeout)
self.timeout = Timeout(connect=connect_timeout, read=send_receive_timeout)
self.http_retries = 1
self._send_progress = None
self._send_comp_setting = False
self._progress_interval = None
self._active_session = None
if session_id:
ch_settings['session_id'] = session_id
elif 'session_id' not in ch_settings and common.get_setting('autogenerate_session_id'):
ch_settings['session_id'] = str(uuid.uuid4())
if coerce_bool(compress):
compression = ','.join(available_compression)
self.write_compression = available_compression[0]
elif compress and compress not in ('False', 'false', '0'):
if compress not in available_compression:
raise ProgrammingError(f'Unsupported compression method {compress}')
compression = compress
self.write_compression = compress
else:
compression = None
super().__init__(database=database,
uri=self.url,
query_limit=query_limit,
query_retries=query_retries,
server_host_name=server_host_name,
apply_server_timezone=apply_server_timezone)
self.params = self._validate_settings(ch_settings)
comp_setting = self._setting_status('enable_http_compression')
self._send_comp_setting = not comp_setting.is_set and comp_setting.is_writable
if comp_setting.is_set or comp_setting.is_writable:
self.compression = compression
send_setting = self._setting_status('send_progress_in_http_headers')
self._send_progress = not send_setting.is_set and send_setting.is_writable
if (send_setting.is_set or send_setting.is_writable) and \
self._setting_status('http_headers_progress_interval_ms').is_writable:
self._progress_interval = str(min(120000, (send_receive_timeout - 5) * 1000))
def set_client_setting(self, key, value):
str_value = self._validate_setting(key, value, common.get_setting('invalid_setting_action'))
if str_value is not None:
self.params[key] = str_value
def get_client_setting(self, key) -> Optional[str]:
values = self.params.get(key)
return values[0] if values else None
def _prep_query(self, context: QueryContext):
final_query = super()._prep_query(context)
if context.is_insert:
return final_query
return f'{final_query}\n FORMAT {self._write_format}'
def _query_with_context(self, context: QueryContext) -> QueryResult:
headers = {}
params = {}
if self.database:
params['database'] = self.database
if self.protocol_version:
params['client_protocol_version'] = self.protocol_version
context.block_info = True
params.update(context.bind_params)
params.update(self._validate_settings(context.settings))
if columns_only_re.search(context.uncommented_query):
response = self._raw_request(f'{context.final_query}\n FORMAT JSON',
params, headers, retries=self.query_retries)
json_result = json.loads(response.data)
# ClickHouse will respond with a JSON object of meta, data, and some other objects
# We just grab the column names and column types from the metadata sub object
names: List[str] = []
types: List[ClickHouseType] = []
for col in json_result['meta']:
names.append(col['name'])
types.append(registry.get_from_name(col['type']))
return QueryResult([], None, tuple(names), tuple(types))
if self.compression:
headers['Accept-Encoding'] = self.compression
if self._send_comp_setting:
params['enable_http_compression'] = '1'
final_query = self._prep_query(context)
if context.external_data:
body = bytes()
params['query'] = final_query
params.update(context.external_data.query_params)
fields = context.external_data.form_data
else:
body = final_query
fields = None
headers['Content-Type'] = 'text/plain; charset=utf-8'
response = self._raw_request(body,
params,
headers,
stream=True,
retries=self.query_retries,
fields=fields,
server_wait=not context.streaming)
byte_source = RespBuffCls(ResponseSource(response)) # pylint: disable=not-callable
context.set_response_tz(self._check_tz_change(response.headers.get('X-ClickHouse-Timezone')))
query_result = self._transform.parse_response(byte_source, context)
if 'X-ClickHouse-Summary' in response.headers:
try:
summary = json.loads(response.headers['X-ClickHouse-Summary'])
query_result.summary = summary
except json.JSONDecodeError:
pass
query_result.query_id = response.headers.get('X-ClickHouse-Query-Id')
return query_result
def data_insert(self, context: InsertContext):
"""
See BaseClient doc_string for this method
"""
if context.empty:
logger.debug('No data included in insert, skipping')
return
if context.compression is None:
context.compression = self.write_compression
block_gen = self._transform.build_insert(context)
def error_handler(response: HTTPResponse):
# If we actually had a local exception when building the insert, throw that instead
if context.insert_exception:
ex = context.insert_exception
context.insert_exception = None
raise ProgrammingError('Internal serialization error. This usually indicates invalid data types ' +
'in an inserted row or column') from ex # type: ignore
self._error_handler(response)
self.raw_insert(context.table,
context.column_names,
block_gen,
context.settings,
self._write_format,
context.compression,
error_handler)
context.data = None
def raw_insert(self, table: str,
column_names: Optional[Sequence[str]] = None,
insert_block: Union[str, bytes, Generator[bytes, None, None], BinaryIO] = None,
settings: Optional[Dict] = None,
fmt: Optional[str] = None,
compression: Optional[str] = None,
status_handler: Optional[Callable] = None):
"""
See BaseClient doc_string for this method
"""
write_format = fmt if fmt else self._write_format
headers = {'Content-Type': 'application/octet-stream'}
if compression:
headers['Content-Encoding'] = compression
cols = f" ({', '.join([quote_identifier(x) for x in column_names])})" if column_names is not None else ''
params = {'query': f'INSERT INTO {table}{cols} FORMAT {write_format}'}
if self.database:
params['database'] = self.database
params.update(self._validate_settings(settings or {}))
response = self._raw_request(insert_block, params, headers,
error_handler=status_handler,
server_wait=False)
logger.debug('Insert response code: %d, content: %s', response.status, response.data)
def command(self,
cmd,
parameters: Optional[Union[Sequence, Dict[str, Any]]] = None,
data: Union[str, bytes] = None,
settings: Optional[Dict] = None,
use_database: int = True,
external_data: Optional[ExternalData] = None) -> Union[str, int, Sequence[str]]:
"""
See BaseClient doc_string for this method
"""
cmd, params = bind_query(cmd, parameters, self.server_tz)
headers = {}
payload = None
fields = None
if external_data:
if data:
raise ProgrammingError('Cannot combine command data with external data') from None
fields = external_data.form_data
params.update(external_data.query_params)
elif isinstance(data, str):
headers['Content-Type'] = 'text/plain; charset=utf-8'
payload = data.encode()
elif isinstance(data, bytes):
headers['Content-Type'] = 'application/octet-stream'
payload = data
if payload is None and not cmd:
raise ProgrammingError('Command sent without query or recognized data') from None
if payload or fields:
params['query'] = cmd
else:
payload = cmd
if use_database and self.database:
params['database'] = self.database
params.update(self._validate_settings(settings or {}))
method = 'POST' if payload or fields else 'GET'
response = self._raw_request(payload, params, headers, method, fields=fields)
result = response.data.decode()[:-1].split('\t')
if len(result) == 1:
try:
return int(result[0])
except ValueError:
return result[0]
return result
def _error_handler(self, response: HTTPResponse, retried: bool = False) -> None:
err_str = f'HTTPDriver for {self.url} returned response code {response.status})'
err_content = get_response_data(response)
if err_content:
err_msg = err_content.decode(errors='backslashreplace')
logger.error(err_msg)
err_str = f':{err_str}\n {err_msg[0:240]}'
raise OperationalError(err_str) if retried else DatabaseError(err_str) from None
def _raw_request(self,
data,
params: Dict[str, str],
headers: Optional[Dict[str, Any]] = None,
method: str = 'POST',
retries: int = 0,
stream: bool = False,
server_wait: bool = True,
fields: Optional[Dict[str, tuple]] = None,
error_handler: Callable = None) -> HTTPResponse:
if isinstance(data, str):
data = data.encode()
headers = dict_copy(self.headers, headers)
attempts = 0
if server_wait:
params['wait_end_of_query'] = '1'
# We can't actually read the progress headers, but we enable them so ClickHouse sends something
# to keep the connection alive when waiting for long-running queries and (2) to get summary information
# if not streaming
if self._send_progress:
params['send_progress_in_http_headers'] = '1'
if self._progress_interval:
params['http_headers_progress_interval_ms'] = self._progress_interval
final_params = dict_copy(self.params, params)
url = f'{self.url}?{urlencode(final_params)}'
kwargs = {
'headers': headers,
'timeout': self.timeout,
'retries': self.http_retries,
'preload_content': not stream
}
if self.server_host_name:
kwargs['assert_same_host'] = False
kwargs['headers'].update({'Host': self.server_host_name})
if fields:
kwargs['fields'] = fields
else:
kwargs['body'] = data
check_conn_reset(self.http)
query_session = final_params.get('session_id')
while True:
if query_session:
if query_session == self._active_session:
raise ProgrammingError('Attempt to execute concurrent queries within the same session.' +
'Please use a separate client instance per thread/process.')
# There is a race condition here when using multiprocessing -- in that case the server will
# throw an error instead, but in most cases this more helpful error will be thrown first
self._active_session = query_session
try:
response: HTTPResponse = self.http.request(method, url, **kwargs)
except HTTPError as ex:
if isinstance(ex.__context__, ConnectionResetError):
# The server closed the connection, probably because the Keep Alive has expired
# We should be safe to retry, as ClickHouse should not have processed anything on a connection
# that it killed. We also only retry this once, as multiple disconnects are unlikely to be
# related to the Keep Alive settings
if attempts == 1:
logger.debug('Retrying remotely closed connection')
continue
logger.warning('Unexpected Http Driver Exception')
raise OperationalError(f'Error {ex} executing HTTP request {self.url}') from ex
finally:
if query_session:
self._active_session = None # Make sure we always clear this
if 200 <= response.status < 300:
return response
if response.status in (429, 503, 504):
if attempts > retries:
self._error_handler(response, True)
logger.debug('Retrying requests with status code %d', response.status)
else:
if error_handler:
error_handler(response)
self._error_handler(response)
def ping(self):
"""
See BaseClient doc_string for this method
"""
try:
response = self.http.request('GET', f'{self.url}/ping', timeout=3)
return 200 <= response.status < 300
except HTTPError:
logger.debug('ping failed', exc_info=True)
return False
def raw_query(self, query: str,
parameters: Optional[Union[Sequence, Dict[str, Any]]] = None,
settings: Optional[Dict[str, Any]] = None, fmt: str = None,
use_database: bool = True, external_data: Optional[ExternalData] = None) -> bytes:
"""
See BaseClient doc_string for this method
"""
final_query, bind_params = bind_query(query, parameters, self.server_tz)
if fmt:
final_query += f'\n FORMAT {fmt}'
params = self._validate_settings(settings or {})
if use_database and self.database:
params['database'] = self.database
params.update(bind_params)
if external_data:
body = bytes()
params['query'] = final_query
params.update(external_data.query_params)
fields = external_data.form_data
else:
body = final_query
fields = None
return self._raw_request(body, params, fields=fields).data
def close(self):
if self._owns_pool_manager:
self.http.clear()
all_managers.pop(self.http, None)