langflow-ai / langflow

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
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Can't connect to SQL Database Utility: Error building component SQLDatabase: can't load plugin: sqlalchemy.dialects:postgres #2438

Closed antoremin closed 1 month ago

antoremin commented 3 months ago

Describe the bug I'm putting in a postgresql connection string and get an error: Error building component SQLDatabase: can't load plugin: sqlalchemy.dialects:postgres.

Browser and Version

To Reproduce Steps to reproduce the behavior:

  1. Make a new flow
  2. Click on SQLDatabase utility
  3. Put in postgresql URI connection string and click "run"
  4. See error

Screenshots

Screenshot 2024-06-28 at 3 07 30 PM

Additional context If I'm not mistaken, sqlalchemy deprecated postgres and only allows postgresql dialect. Yet in Langflow SQLDatabase, SQLExecutor, etc, the postgresql URI is explicitly replaced with postgres:

    def clean_up_uri(self, uri: str) -> str:
        if uri.startswith("postgresql://"):
            uri = uri.replace("postgresql://", "postgres://")
        return uri.strip()
dosubot[bot] commented 3 months ago

Hey there, @antoremin! I'm here to help you with any bugs, questions, or contributions you might have. Let's tackle this together while we wait for a human maintainer.

To resolve the error "Error building component SQLDatabase: can't load plugin: sqlalchemy.dialects:postgres," you need to ensure that the PostgreSQL URI is correctly formatted. The clean_up_uri method in the SQLDatabaseComponent class replaces "postgresql://" with "postgres://", which is necessary because SQLAlchemy expects the URI to be in the format "postgres://".

Here is the relevant part of the code:

def clean_up_uri(self, uri: str) -> str:
    if uri.startswith("postgresql://"):
        uri = uri.replace("postgresql://", "postgres://")
    return uri.strip()

Make sure your URI is correctly formatted using this method before passing it to the SQLDatabase.from_uri method. This should resolve the error related to loading the PostgreSQL plugin.

Here is an example of how to use the SQLDatabaseComponent to build the SQLDatabase:

from langchain_experimental.sql.base import SQLDatabase

class SQLDatabaseComponent:
    def clean_up_uri(self, uri: str) -> str:
        if uri.startswith("postgresql://"):
            uri = uri.replace("postgresql://", "postgres://")
        return uri.strip()

    def build(self, uri: str) -> SQLDatabase:
        uri = self.clean_up_uri(uri)
        return SQLDatabase.from_uri(uri)

component = SQLDatabaseComponent()
uri = "postgresql://user:password@localhost/dbname"
database = component.build(uri)

This will ensure that the URI is cleaned up and correctly formatted, allowing the SQLDatabase utility to connect to the PostgreSQL database without encountering the plugin loading error [1][2].

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carlosrcoelho commented 2 months ago

Hi @antoremin ,

Do you need any assistance with this case? If not, please let us know if this issue can be closed.

Alperemrehas commented 2 months ago

Hi @antoremin ,

Do you need any assistance with this case? If not, please let us know if this issue can be closed.

Actually I was having the same error yesterday.

If I have time I could checked that, depending on best of my knowledge replace is not solving the issue anymore.

carlosrcoelho commented 2 months ago

@antoremin

I checked it out and the component seems outdated. It needs to be updated to the new model that the components are built on.

Alperemrehas commented 1 month ago

This solved my problem:

from langchain_experimental.sql.base import SQLDatabase
from langflow.interface.custom.custom_component import CustomComponent

class SQLDatabaseComponent(CustomComponent):
    display_name = "SQLDatabase"
    description = "SQL Database"

    def build_config(self):
        return {
            "uri": {"display_name": "URI", "info": "URI to the database."},
        }
#SQLAlchemy 1.4 removed the deprecated postgres dialect name, the name postgresql must be used instead now.
    def clean_up_uri(self, uri: str) -> str:
        if uri.startswith("postgres://"):
            uri = uri.replace("postgres://", "postgresql://")
        return uri.strip()

    def build(self, uri: str) -> SQLDatabase:
        uri = self.clean_up_uri(uri)
        return SQLDatabase.from_uri(uri)
carlosrcoelho commented 1 month ago

@Alperemrehas Thank you!

Fixed here: https://github.com/langflow-ai/langflow/pull/3292

Alperemrehas commented 1 month ago

@Alperemrehas Thank you!

Fixed here: #3292

Thank you @carlosrcoelho .