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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# 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. | ||
"""Database integrations""" |
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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# 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. | ||
"""postgres integrations""" |
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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# 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. | ||
import pandas as pd | ||
import psycopg2 | ||
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||
from evadb.third_party.databases.types import ( | ||
DBHandler, | ||
DBHandlerResponse, | ||
DBHandlerStatus, | ||
) | ||
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class PostgresHandler(DBHandler): | ||
def __init__(self, name: str, **kwargs): | ||
super().__init__(name) | ||
self.params = kwargs.get("params", None) | ||
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def connect(self): | ||
try: | ||
self.connection = psycopg2.connect( | ||
host=self.params.get("host"), | ||
port=self.params.get("port"), | ||
user=self.params.get("username"), | ||
password=self.params.get("password"), | ||
database=self.params.get("database"), | ||
) | ||
return DBHandlerStatus(status=True) | ||
except psycopg2.Error as e: | ||
return DBHandlerStatus(status=False, error=str(e)) | ||
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def disconnect(self): | ||
if self.connection: | ||
self.connection.close() | ||
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def check_connection(self) -> DBHandlerStatus: | ||
if self.connection: | ||
return DBHandlerStatus(status=True) | ||
else: | ||
return DBHandlerStatus(status=False, error="Not connected to the database.") | ||
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def get_tables(self) -> DBHandlerResponse: | ||
if not self.connection: | ||
return DBHandlerResponse(data=None, error="Not connected to the database.") | ||
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try: | ||
query = "SELECT table_name FROM information_schema.tables WHERE table_schema NOT IN ('information_schema', 'pg_catalog')" | ||
tables_df = pd.read_sql_query(query, self.connection) | ||
return DBHandlerResponse(data=tables_df) | ||
except psycopg2.Error as e: | ||
return DBHandlerResponse(data=None, error=str(e)) | ||
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def get_columns(self, table_name: str) -> DBHandlerResponse: | ||
if not self.connection: | ||
return DBHandlerResponse(data=None, error="Not connected to the database.") | ||
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try: | ||
query = f"SELECT column_name FROM information_schema.columns WHERE table_name='{table_name}'" | ||
columns_df = pd.read_sql_query(query, self.connection) | ||
return DBHandlerResponse(data=columns_df) | ||
except psycopg2.Error as e: | ||
return DBHandlerResponse(data=None, error=str(e)) |
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# coding=utf-8 | ||
# Copyright 2018-2023 EvaDB | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# 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. | ||
from dataclasses import dataclass | ||
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import pandas as pd | ||
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@dataclass | ||
class DBHandlerResponse: | ||
""" | ||
Represents the response from a database handler containing data and an optional error message. | ||
Attributes: | ||
data (pd.DataFrame): A Pandas DataFrame containing the data retrieved from the database. | ||
error (str, optional): An optional error message indicating any issues encountered during the operation. | ||
""" | ||
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data: pd.DataFrame | ||
error: str = None | ||
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@dataclass | ||
class DBHandlerStatus: | ||
""" | ||
Represents the status of a database handler operation, along with an optional error message. | ||
Attributes: | ||
status (bool): A boolean indicating the success (True) or failure (False) of the operation. | ||
error (str, optional): An optional error message providing details about any errors that occurred. | ||
""" | ||
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status: bool | ||
error: str = None | ||
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class DBHandler: | ||
""" | ||
Base class for handling database operations. | ||
Args: | ||
name (str): The name associated with the database handler instance. | ||
""" | ||
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def __init__(self, name: str): | ||
self.name = name | ||
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def connect(self): | ||
""" | ||
Establishes a connection to the database. | ||
Raises: | ||
NotImplementedError: This method should be implemented in derived classes. | ||
""" | ||
raise NotImplementedError() | ||
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def disconnect(self): | ||
""" | ||
Disconnects from the database. | ||
This method can be overridden in derived classes to perform specific disconnect actions. | ||
""" | ||
return | ||
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def check_connection(self) -> DBHandlerStatus: | ||
""" | ||
Checks the status of the database connection. | ||
Returns: | ||
DBHandlerStatus: An instance of DBHandlerStatus indicating the connection status. | ||
Raises: | ||
NotImplementedError: This method should be implemented in derived classes. | ||
""" | ||
raise NotImplementedError() | ||
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def get_tables(self) -> DBHandlerResponse: | ||
""" | ||
Retrieves the list of tables from the database. | ||
Returns: | ||
DBHandlerResponse: An instance of DBHandlerResponse containing the list of tables or an error message. | ||
Raises: | ||
NotImplementedError: This method should be implemented in derived classes. | ||
""" | ||
raise NotImplementedError() | ||
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def get_columns(self, table_name: str) -> DBHandlerResponse: | ||
""" | ||
Retrieves the columns of a specified table from the database. | ||
Args: | ||
table_name (str): The name of the table for which to retrieve columns. | ||
Returns: | ||
DBHandlerResponse: An instance of DBHandlerResponse containing the columns or an error message. | ||
Raises: | ||
NotImplementedError: This method should be implemented in derived classes. | ||
""" | ||
raise NotImplementedError() |