FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches
https://doi.org/10.1109/TVCG.2022.3141040
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202 lines
5.9 KiB
202 lines
5.9 KiB
# Copyright 2014-present MongoDB, Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Represent one server the driver is connected to."""
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from bson import EPOCH_NAIVE
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from pymongo.server_type import SERVER_TYPE
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from pymongo.ismaster import IsMaster
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from pymongo.monotonic import time as _time
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class ServerDescription(object):
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"""Immutable representation of one server.
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:Parameters:
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- `address`: A (host, port) pair
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- `ismaster`: Optional IsMaster instance
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- `round_trip_time`: Optional float
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- `error`: Optional, the last error attempting to connect to the server
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"""
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__slots__ = (
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'_address', '_server_type', '_all_hosts', '_tags', '_replica_set_name',
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'_primary', '_max_bson_size', '_max_message_size',
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'_max_write_batch_size', '_min_wire_version', '_max_wire_version',
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'_round_trip_time', '_me', '_is_writable', '_is_readable',
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'_ls_timeout_minutes', '_error', '_set_version', '_election_id',
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'_cluster_time', '_last_write_date', '_last_update_time')
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def __init__(
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self,
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address,
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ismaster=None,
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round_trip_time=None,
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error=None):
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self._address = address
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if not ismaster:
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ismaster = IsMaster({})
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self._server_type = ismaster.server_type
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self._all_hosts = ismaster.all_hosts
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self._tags = ismaster.tags
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self._replica_set_name = ismaster.replica_set_name
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self._primary = ismaster.primary
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self._max_bson_size = ismaster.max_bson_size
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self._max_message_size = ismaster.max_message_size
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self._max_write_batch_size = ismaster.max_write_batch_size
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self._min_wire_version = ismaster.min_wire_version
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self._max_wire_version = ismaster.max_wire_version
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self._set_version = ismaster.set_version
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self._election_id = ismaster.election_id
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self._cluster_time = ismaster.cluster_time
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self._is_writable = ismaster.is_writable
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self._is_readable = ismaster.is_readable
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self._ls_timeout_minutes = ismaster.logical_session_timeout_minutes
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self._round_trip_time = round_trip_time
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self._me = ismaster.me
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self._last_update_time = _time()
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self._error = error
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if ismaster.last_write_date:
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# Convert from datetime to seconds.
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delta = ismaster.last_write_date - EPOCH_NAIVE
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self._last_write_date = delta.total_seconds()
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else:
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self._last_write_date = None
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@property
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def address(self):
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"""The address (host, port) of this server."""
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return self._address
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@property
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def server_type(self):
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"""The type of this server."""
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return self._server_type
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@property
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def server_type_name(self):
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"""The server type as a human readable string.
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.. versionadded:: 3.4
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"""
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return SERVER_TYPE._fields[self._server_type]
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@property
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def all_hosts(self):
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"""List of hosts, passives, and arbiters known to this server."""
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return self._all_hosts
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@property
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def tags(self):
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return self._tags
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@property
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def replica_set_name(self):
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"""Replica set name or None."""
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return self._replica_set_name
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@property
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def primary(self):
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"""This server's opinion about who the primary is, or None."""
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return self._primary
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@property
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def max_bson_size(self):
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return self._max_bson_size
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@property
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def max_message_size(self):
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return self._max_message_size
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@property
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def max_write_batch_size(self):
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return self._max_write_batch_size
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@property
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def min_wire_version(self):
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return self._min_wire_version
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@property
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def max_wire_version(self):
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return self._max_wire_version
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@property
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def set_version(self):
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return self._set_version
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@property
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def election_id(self):
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return self._election_id
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@property
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def cluster_time(self):
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return self._cluster_time
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@property
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def election_tuple(self):
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return self._set_version, self._election_id
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@property
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def me(self):
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return self._me
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@property
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def logical_session_timeout_minutes(self):
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return self._ls_timeout_minutes
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@property
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def last_write_date(self):
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return self._last_write_date
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@property
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def last_update_time(self):
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return self._last_update_time
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@property
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def round_trip_time(self):
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"""The current average latency or None."""
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# This override is for unittesting only!
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if self._address in self._host_to_round_trip_time:
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return self._host_to_round_trip_time[self._address]
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return self._round_trip_time
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@property
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def error(self):
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"""The last error attempting to connect to the server, or None."""
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return self._error
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@property
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def is_writable(self):
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return self._is_writable
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@property
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def is_readable(self):
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return self._is_readable
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@property
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def is_server_type_known(self):
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return self.server_type != SERVER_TYPE.Unknown
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@property
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def retryable_writes_supported(self):
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"""Checks if this server supports retryable writes."""
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return (
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self._ls_timeout_minutes is not None and
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self._server_type in (SERVER_TYPE.Mongos, SERVER_TYPE.RSPrimary))
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# For unittesting only. Use under no circumstances!
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_host_to_round_trip_time = {}
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