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Sync main and develop #6373

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10 changes: 5 additions & 5 deletions website/content/platform/development/standardization.md
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

The Standardization Framework is a set of tools and guidelines that enable the user to query and obtain data in a consistent way across multiple providers.

Each provider data model should inherit from an already defined [standard](/platform/data_models) model. All standard models are created and maintained by the OpenBB team. If a standard model needs to be created, please open a pull request and detail its use.
Each provider data model should inherit from an already defined [standard](https://docs.openbb.co/platform/data_models) model. All standard models are created and maintained by the OpenBB team. If a standard model needs to be created, please open a pull request and detail its use.

Standardizing provider query parameters and response data enhances the user experience by overcoming things like:

Expand All @@ -37,14 +37,14 @@ Standardizing provider query parameters and response data enhances the user expe
- Transparently defined schemas for the data and query parameters.
- Outputs from multiple sources are comparable with each other and easily interchanged.

The standard models are all defined in the `/OpenBBTerminal/openbb_platform/platform/core/provider/standard_models/` [directory](https://github.com/OpenBB-finance/OpenBBTerminal/tree/develop/openbb_platform/core/openbb_core/provider/standard_models).
The standard models are all defined in the `/OpenBBTerminal/openbb_platform/core/openbb_core/provider/standard_models/` [directory](https://github.com/OpenBB-finance/OpenBBTerminal/tree/main/openbb_platform/core/openbb_core/provider/standard_models).

### What Is A Standard Model?

Every standard model consists of two classes, with each being a Pydantic model.

- [`QueryParams`](https://github.com/OpenBB-finance/OpenBBTerminal/tree/develop/openbb_platform/core/openbb_core/provider/abstract/query_params.py)
- [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/tree/develop/openbb_platform/core/openbb_core/provider/abstract/data.py)
- [`QueryParams`](https://raw.githubusercontent.com/OpenBB-finance/OpenBBTerminal/main/openbb_platform/core/openbb_core/provider/abstract/query_params.py)
- [`Data`](https://raw.githubusercontent.com/OpenBB-finance/OpenBBTerminal/main/openbb_platform/core/openbb_core/provider/abstract/data.py)

Any parameter or field can be assigned a custom `field_validator`, or the entire model can be passed through a `model_validator` on creation.

Expand All @@ -61,7 +61,7 @@ The standardization framework is a very powerful tool, but it has some caveats t

### QueryParams

The `QueryParams` is an abstract class that defines what parameters will be needed to make a query to a data source. Below is the [EquityHistorical](data_models/EquityHistorical) standard model.
The `QueryParams` is an abstract class that defines what parameters will be needed to make a query to a data source. Below is the [EquityHistorical](https://docs.openbb.co/platform/data_models/EquityHistorical) standard model.

```python
"""Equity Historical Price Standard Model."""
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11 changes: 9 additions & 2 deletions website/content/pro/data-connectors/native-integrations.md
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Expand Up @@ -19,12 +19,19 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx';

<HeadTitle title="Native Integrations | OpenBB Terminal Pro Docs" />

import TutorialVideo from '@site/src/components/General/TutorialVideo.tsx';

<TutorialVideo
youtubeLink="https://www.youtube.com/embed/Xu4gPiftp0g?si=h7RyXWEfrUuCG-za"
videoLegend="Short introduction to the Snowflake native integration"
/>

## Using OpenBB Native Integrations

The OpenBB native integrations allows you to connect to Snowflake, MySQL, or SQLite databases directly. You can run any query against your database directly from our Pro Terminal.
The OpenBB native integrations allows you to connect to Snowflake, MySQL, or SQLite databases directly. You can run any query against your database directly from the Terminal Pro.

1. **Install our Client**: Download our free client for [Mac](https://openbb-installers.s3.amazonaws.com/data_connector_0.0.2.dmg) or [Windows](https://openbb-installers.s3.amazonaws.com/OpenBB+Data+Connector_0.0.2_x64_en-US.msi) to get started.

2. **Run the Client**: Once installed, Simply open our app and type in the port you would like to use. If you are unsure of a good port, feel free to select `Recommend Port`.
2. **Run the Client**: Once installed, Simply open the app and type in the port you would like to use. If you are unsure of a good port, feel free to select `Recommend Port`.

3. **Connect inside the Terminal Pro**: Once your client is up and running, click [here](https://pro.openbb.co/app/data-connectors) to enable the connectors - it will ask you for the URL the port is running on - you can find that on the Data Connector Application at the top. Now feel free to enter login credentials for any Snowflake, MySQL, or SQLite database and begin to analyze your data inside of our terminal.
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