gqlalchemy: [BUG] : undefined symbol: `EVP_PKEY_base_id` (in `mgclient.cpython-39-x86_64-linux-gnu.so`)

Memgraph version

v2.11.0

Environment

• Linux 20.04 LTS,
• conda with pip, clean environment with the only thing installed being gqlalchemy (using pip install gqlalchemy)
• memgraph running in docker (docker run --name memgraph -p 7687:7687 -p 7444:7444 -p 3000:3000 memgraph/memgraph-platform)

Describe the bug

Fail to import, see log below; same thing happens whether memgraph is running or not.

To Reproduce

import gqlalchemy

Expected behavior

To import.

Logs

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
Cell In[4], line 1
----> 1 import gqlalchemy

File ~/miniconda3/envs/memgraph/lib/python3.9/site-packages/gqlalchemy/__init__.py:34
     19 from gqlalchemy.models import (  # noqa F401
     20     MemgraphConstraintExists,
     21     MemgraphConstraintUnique,
   (...)
     31     Field,
     32 )
     33 from gqlalchemy.disk_storage import SQLitePropertyDatabase  # noqa F401
---> 34 from gqlalchemy.instance_runner import (  # noqa F401
     35     DockerImage,
     36     MemgraphInstanceBinary,
     37     MemgraphInstanceDocker,
     38     wait_for_docker_container,
     39     wait_for_port,
     40 )
     41 from gqlalchemy.exceptions import GQLAlchemyError, GQLAlchemyWarning  # noqa F401
     43 from gqlalchemy.query_builders import (  # noqa F401
     44     neo4j_query_builder,
     45     memgraph_query_builder,
     46     memgraph_query_builder as query_builder,
     47 )

File ~/miniconda3/envs/memgraph/lib/python3.9/site-packages/gqlalchemy/instance_runner.py:35
     27 import psutil
     29 from gqlalchemy.exceptions import (
     30     GQLAlchemyWaitForConnectionError,
     31     GQLAlchemyWaitForDockerError,
     32     GQLAlchemyWaitForPortError,
     33     raise_if_not_imported,
     34 )
---> 35 from gqlalchemy.vendors.memgraph import Memgraph
     38 MEMGRAPH_DEFAULT_BINARY_PATH = "/usr/lib/memgraph/memgraph"
     39 MEMGRAPH_DEFAULT_PORT = 7687

File ~/miniconda3/envs/memgraph/lib/python3.9/site-packages/gqlalchemy/vendors/memgraph.py:19
     16 import sqlite3
     17 from typing import List, Optional, Union
---> 19 from gqlalchemy.connection import Connection, MemgraphConnection
     20 from gqlalchemy.disk_storage import OnDiskPropertyDatabase
     21 from gqlalchemy.exceptions import (
     22     GQLAlchemyError,
     23     GQLAlchemyFileNotFoundError,
     24     GQLAlchemyOnDiskPropertyDatabaseNotDefinedError,
     25     GQLAlchemyUniquenessConstraintError,
     26 )

File ~/miniconda3/envs/memgraph/lib/python3.9/site-packages/gqlalchemy/connection.py:18
     15 from abc import ABC, abstractmethod
     16 from typing import Any, Dict, Iterator, Optional
---> 18 import mgclient
     19 from neo4j import GraphDatabase
     20 from neo4j.graph import Node as Neo4jNode

ImportError: /home/t/miniconda3/envs/memgraph/lib/python3.9/site-packages/mgclient.cpython-39-x86_64-linux-gnu.so: undefined symbol: EVP_PKEY_base_id

Additional context Add any other context about the problem here.