From 6d5fa2bbc78b88acdf9513f1c27aa3ad3180ef9c Mon Sep 17 00:00:00 2001 From: Fabiana Clemente Date: Tue, 11 Jun 2024 10:51:36 -0700 Subject: [PATCH 1/3] docs: Add new integrations section --- .../integrations/Databricks diagram.png | Bin 0 -> 388145 bytes .../connectors/integration_databricks.md | 9 - .../integration_connectors_catalog.md | 18 ++ .../databricks/integration_with_sdk.md | 201 ++++++++++++++++++ docs/integrations/databricks/overview.md | 54 +++++ .../snowflake}/integration_snowflake.md | 0 docs/sdk/index.md | 8 - .../conditional_sampling_example.py | 14 +- mkdocs.yml | 9 +- 9 files changed, 291 insertions(+), 22 deletions(-) create mode 100644 docs/assets/integrations/Databricks diagram.png delete mode 100644 docs/data_catalog/connectors/integration_databricks.md create mode 100644 docs/integrations/databricks/integration_connectors_catalog.md create mode 100644 docs/integrations/databricks/integration_with_sdk.md create mode 100644 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b/docs/data_catalog/connectors/integration_databricks.md deleted file mode 100644 index ee881b0e..00000000 --- a/docs/data_catalog/connectors/integration_databricks.md +++ /dev/null @@ -1,9 +0,0 @@ -mkdocs Read data from your Delta Lake - -### Write data from Fabric into your Delta Lake - -## Databricks Unity Catalog - -### Read data from a Unity catalog defined Delta Sharing area - -Add here a few more notes. diff --git a/docs/integrations/databricks/integration_connectors_catalog.md b/docs/integrations/databricks/integration_connectors_catalog.md new file mode 100644 index 00000000..e0919145 --- /dev/null +++ b/docs/integrations/databricks/integration_connectors_catalog.md @@ -0,0 +1,18 @@ +# Connectors & Catalog + +[YData Fabric](https://ydata.ai/products/fabric) provides a seamless integration with Databricks, allowing you to connect, +query, and manage your data in Databricks Unity Catalog and Delta Lake with ease. This section will guide you through the benefits, +setup, and usage of the Databrick's available connector in Fabric. + +## Delta Lake + +Add here a small description +### Read data from Delta Lake + +### Write data from your Delta Lake + +## Unity Catalog + +### Read data from a Unity catalog defined Delta Sharing area + +Add here a few more notes. diff --git a/docs/integrations/databricks/integration_with_sdk.md b/docs/integrations/databricks/integration_with_sdk.md new file mode 100644 index 00000000..17b8cbc8 --- /dev/null +++ b/docs/integrations/databricks/integration_with_sdk.md @@ -0,0 +1,201 @@ +# YData SDK in Databricks Notebooks + +The YData SDK provides a powerful set of tools for integrating and enhancing data within Databricks notebooks. +This guide covers the installation, basic usage, and advanced features of the YData SDK, helping users maximize +the potential of their data for AI and machine learning applications. + +### Prerequisites +Before using the YData SDK in Databricks notebooks, ensure the following prerequisites are met: +- Access to a Databricks workspace +- A valid YData Fabric account and API key +- Basic knowledge of Python and Databricks notebooks +- A safe connection between your Databricks cluster and Fabric + +**Best Practices** + +- *Data Security:* Ensure API keys and sensitive data are securely managed. +- *Efficient Coding:* Use vectorized operations for data manipulation where possible. +- *Resource Management:* Monitor and manage the resources used by your clusters (Databricks and Fabric) +Databricks cluster to optimize performance. + +### Installation + +To install the YData SDK in a Databricks notebook, use the following command: +```python +%pip install ydata-sdk +dbutils.library.restartPython() +``` +Ensure the installation is successful before proceeding to the next steps. + +## Basic Usage - data integration +This section provides step-by-step instructions on connecting to YData Fabric and performing essential +data operations using the YData SDK within Databricks notebooks. This includes establishing a secure connection +to YData Fabric and accessing datasets. +Here you can find the full tutorial notebook. (add here the link to academy) + +### Connecting to YData Fabric +First, establish a connection to YData Fabric using your API key: + +```python +import os + +# Add your Fabric token as part of your environment variables for authentication +os.environ["YDATA_TOKEN"] = '' +``` + +### Data access & manipulation +Once connected, you can access and manipulate data within YData Fabric. For example, to list available datasets: + +```python +from ydata.sdk.datasources import DataSource + +#return the list of available DataSources +DataSource.list() +``` + +To load a specific dataset into a Pandas DataFrame: + +```python +#get the data from an existing datasource +dataset = DataSource.get('') +``` + +## Advanced Usage - Synthetic data generation + +This section explores one of the most powerful features of the YData SDK for enhancing and refining data +within Databricks notebooks. This includes as generating synthetic data to augment +datasets or to generate privacy-preserving data. +By leveraging these advanced capabilities, users can significantly enhance the robustness and performance of their AI +and machine learning models, unlocking the full potential of their data. +Here you can find the [full tutorial notebook](). (add here the link to academy) + +### Privacy-preserving +Leveraging synthetic data allows to create privacy-preserving datasets that maintain real-world value, +enabling users to work with sensitive information securely while accessing utility of real data. + +Check the SDK documentation for more information regarding [privacy-controls and anonymization](../../sdk/examples/synthesize_with_privacy_control.md). + +#### From a datasource in YData Fabric +Users can generate synthetic data from datasource's existing in Fabric: + +```python title="Train a synthetic data generator" +# From an existing Fabric datasource +from ydata.sdk.synthesizers import RegularSynthesizer + +synth = RegularSynthesizer(name='') +synth.fit(X=dataset) +``` + +```python title="Sample from a Synthetic data generator" +# From an existing Fabric datasource +from ydata.sdk.synthesizers import RegularSynthesizer + +synth = RegularSynthesizer(name='') +synth.fit(X=dataset) +``` +After your synthetic data generator have been trained successfully you can generate as many synthetic datasets as needed +```python title='Sampling from the model that we have just trained' +from ydata.sdk.synthesizers import RegularSynthesizer +sample = synth.sample(100) +sample.head() +``` + +It is also possible to generate data from other synthetic data generation models previously trained: + +```python title='Generating synthetic data from a previously trained model' +from ydata.sdk.synthesizers import RegularSynthesizer + +existing_synth = RegularSynthesizer('').get() +sample = existing_synth.sample(100) +``` + +#### From a datasource in Databricks +Another important integration is to train a synthetic data generator from a dataset that you are currently exploring +in your notebook environment. +In order to do so, we recommend that you create your dataset using +[YData Fabric integration connector to your Delta Lake](integration_connectors_catalog.md) and follow the flow for the creation +of a synthetic data generation models from Fabric existing dasources. + +For a small dataset you can also follow [this tutorial](../../sdk/examples/synthesize_tabular_data.md). + +### Data augmentation +Another key focus is on generating synthetic data to augment existing datasets. +This technique, particularly through conditional synthetic data generation, allows users to create targeted, +realistic datasets. By addressing data imbalances and enriching the training data, conditional synthetic data generation +significantly enhances the robustness and performance of machine learning (ML) models, +leading to more accurate and reliable outcomes. + +```python title='Read data from a delta table' +# Read data from the catalog +df = spark.sql("SELECT * FROM ydata.default.credit_scoring_labeled") + +# Display the dataframe +display(df) +``` + +After reading the data we need to convert it to pandas dataframe in order to create our synthetic data generation model. +For the augmentation use-case we will be leveraging Conditional Synthetic data generation. + +```python title='Training a conditional synthetic data generator' +from ydata.sdk.synthesizers import RegularSynthesizer + +# Convert Spark dataframe to pandas dataframe +pandas_df = df.toPandas() +pandas_df = pandas_df.drop('ID', axis=1) + +# Train a synthetic data generator using ydata-sdk +synth = RegularSynthesizer(name='Synth credit scoring | Conditional') +synth.fit(pandas_df, condition_on='Label') + +# Display the synthetic dataframe +display(synth) +``` + +Now that we have a trained conditional synthetic data generator we are able to generate a few samples controlling the +population behaviour based on the columns that we have conditioned the process to. + +```python title="Generating a synthetic sample conditioned to column 'Label'" +#generate synthetic samples condition to Label +synthetic_sample = synth.sample(n_samples=len(pandas_df), condition_on={ + "Label": { + "categories": [{ + "category": 1, + "percentage": 0.7 + }] + } + } +) +``` + +After generating the synthetic data we can combine it with our dataset. + +```python title='Convert the dataframe to Spark dataframe' +# Enable Arrow-based columnar data transfers +spark.conf.set("spark.sql.execution.arrow.pyspark.enabled", "true") + +#Create a spark dataframe from the synthetic dataframe +synthetic_df = spark.createDataFrame(synthetic_sample) + +display(synthetic_df) +``` + +```python title="Combining the datasets" +# Concatenate the original dataframe with the synthetic dataframe +#removing the column ID as it is not used +df = df.drop('ID') +concatenated_df = df.union(synthetic_df) + +# Display the concatenated dataframe +display(concatenated_df) +``` + +Afterwards you can use your augmented dataset to train a [Machine Learning model using MLFlow](https://docs.databricks.com/en/mlflow/tracking-ex-scikit.html). + + + + + + + + + diff --git a/docs/integrations/databricks/overview.md b/docs/integrations/databricks/overview.md new file mode 100644 index 00000000..0e184fbe --- /dev/null +++ b/docs/integrations/databricks/overview.md @@ -0,0 +1,54 @@ +# Overview + +This sections provides a detailed guide on integrating [YData Fabric](https://ydata.ai/products/fabric) with Databricks. +By combining Databricks and YData Fabric, users gain a comprehensive AI solution. +Fabric enables access to previously siloed data, enhances understanding, +and improves data quality. Meanwhile, Databricks provides the scalability needed to deliver robust AI capabilities. + +## Integration benefits + +- Enhanced Data Accessibility: Seamlessly access and integrate previously siloed data. +- Improved Data Quality: Use YData Fabric's tools to enhance the quality of your data through data preparation and augmentation. +- Scalability: Leverage Databricks' robust infrastructure to scale data processing and AI workloads. +- Streamlined Workflows: Simplify data workflows with connectors and SDKs, reducing manual effort and potential errors. +- Comprehensive Support: Benefit from extensive documentation and support for both platforms, ensuring smooth integration and operation. + +## Integration methods + +### Data Catalog - Connectors +YData Fabric provides a range of connectors that enable direct integration with Databricks' Unity Catalog and Delta Lake. +These connectors streamline data transfer and ensure seamless interoperability between the two platforms. + +Key Features: +- Easy configuration +- Secure data transfer +- Data synchronization + +### SDK +The [YData Fabric SDK](https://pypi.org/project/ydata-sdk/) offers a programmatic approach to integrating with Databricks. +It provides developers with the tools and libraries needed to automate and customize data workflows between +YData Fabric and Databricks. + +Key Features: +- Python based interface +- Flexible and customizable +- Comprehensive documentation and support + +Find a comprehensive guideline on using [YData SDK in Databricks Notebooks](integration_with_sdk.md). + +### API +The YData Fabric API allows for integration via RESTful services, providing a versatile method to interact +with Databricks. This approach is ideal for applications requiring direct API calls and custom integrations. + +Key Features: +- RESTful architecture +- Language-agnostic integration +- Detailed API documentation +- Support for a wide range of operations + +## Integration diagram + +The integration diagram below illustrates the interaction between YData Fabric and Databricks, +highlighting the data flow and key components involved in the integration process. + +![Databricks diagram.png](..%2F..%2Fassets%2Fintegrations%2FDatabricks%20diagram.png) diff --git a/docs/data_catalog/connectors/integration_snowflake.md b/docs/integrations/snowflake/integration_snowflake.md similarity index 100% rename from docs/data_catalog/connectors/integration_snowflake.md rename to docs/integrations/snowflake/integration_snowflake.md diff --git a/docs/sdk/index.md b/docs/sdk/index.md index e05e9474..3f70a0a8 100644 --- a/docs/sdk/index.md +++ b/docs/sdk/index.md @@ -50,24 +50,16 @@ Fabric SDK is currently composed by the following main modules: ![Tabular data Synthetic data generator](../assets/500x330/single_table.png){ align=right } The **RegularSynthesizer** is perfect to synthesize high-dimensional data, that is time-indepentent with high quality results. - [Know more](#){ .md-button .md-button--ydata} - === "Time-Series" ![Timeseries Synthetic data generator](../assets/500x330/time_series.png){ align=left } The **TimeSeriesSynthesizer** is perfect to synthesize both regularly and not evenly spaced time-series, from smart-sensors to stock. - [Know more](#){ .md-button .md-button--ydata} - === "Transactional" ![Transactional data Synthetic data generator](../assets/500x330/time_series.png){ align=right } The **TimeSeriesSynthesizer** supports transactional data, known to have highly irregular time intervals between records and directional relations between entities. *Coming soon* - [Know more](#){ .md-button .md-button--ydata} - === "Relational databases" ![Relational databases Synthetic data generator](../assets/500x330/multi_table.png){ align=left } The **MultiTableSynthesizer** is perfect to learn how to replicate the data within a relational database schema. - - [Know more](#){ .md-button .md-button--ydata} diff --git a/examples/synthesizers/conditional_sampling_example.py b/examples/synthesizers/conditional_sampling_example.py index 395ba67f..3bf5afc0 100644 --- a/examples/synthesizers/conditional_sampling_example.py +++ b/examples/synthesizers/conditional_sampling_example.py @@ -29,11 +29,19 @@ def main(): n_samples=500, condition_on={ "sex": { - "categories": ["Female"] + "categories": [{ + "category": 'Female', + "percentage": 0.7 + }] }, "native-country": { - "categories": [("United-States", 0.6), - ("Mexico", 0.4)] + "categories": [{ + "category": 'United-States', + "percentage": 0.6 + }, { + "category": 'Mexico', + "percentage": 0.4 + }] }, "age": { "minimum": 55, diff --git a/mkdocs.yml b/mkdocs.yml index fe8eb2f3..06cbaafb 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -23,12 +23,17 @@ nav: - How to create a connector?: 'data_catalog/connectors/create_connector.md' - Supported connectors: 'data_catalog/connectors/supported_connections.md' - Use a connector in Labs: 'data_catalog/connectors/use_in_labs.md' - - Integrations examples: - - Snowflake: 'data_catalog/connectors/integration_snowflake.md' - Datasources: - 'data_catalog/datasources/index.md' - Warnings: 'data_catalog/datasources/warnings.md' - PII identification: 'data_catalog/datasources/pii.md' + - Integrations: + - Snowflake: + - 'integrations/snowflake/integration_snowflake.md' + - Databricks: + - 'integrations/databricks/overview.md' + - Connectors for Delta Lake & Unity Catalog: 'integrations/databricks/integration_connectors_catalog.md' + - YData SDK in Databricks notebooks: 'integrations/databricks/integration_with_sdk.md' - SDK: - Overview: "sdk/index.md" - Installation: 'sdk/installation.md' From fb26d77dd1d2857b44712a53c5ac446b5098aa25 Mon Sep 17 00:00:00 2001 From: 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+Test your connection and that's it! 🚀 + +You are now ready to create different **Datasources** using this connector - read the data from a table, +evaluate the quality of the data or even read a full database and generate a synthetic replica of your data! +Read more about ^^[Fabric Datasources in here](../datasources/index.md)^^. + +### Use it inside the Labs + +👨‍💻 ^^[Full code example and recipe can be found here](https://github.com/ydataai/academy/blob/master/1%20-%20Data%20Catalog/1.%20Connectors/Databricks%20_%20Delta%20Lake.ipynb)^^. + +In case you prefer a Python interface, we also have connectors available through Fabric SDK inside the labs. +For a seamless integration between the UI and the Labs environment, Fabric offers an SDK that allows you to re-use connectors, +datasources and even synthesizers. + +Start by creating your code environment through the Labs. +In case you need to get started with the Labs, ^^[check this step-by-step guide](../../get-started/create_lab.md)^^. -### Write data from your Delta Lake +```python + # Importing YData's packages + from ydata.labs import Connectors + # Getting a previously created Connector + connector = Connectors.get(uid='insert-connector-id', + namespace='indert-namespace-id') + print(connector) +``` + +#### Read from your Delta Lake +Using the Delta Lake connector it is possible to: + +- Get the data from a Delta Lake table +- Get a sample from a Delta Lake table +- Get the data from a query to a Delta Lake instance ## Unity Catalog +Databricks Unity Catalog is a unified governance solution for all data and AI assets within the Databricks Lakehouse Platform. + +Databricks Unity Catalog leverages the concept of [Delta Sharing](https://www.databricks.com/product/delta-sharing), +meaning this is a great way not only to ensure alignment between Catalogs but also to limit the access to data. +This means that byt leveraging the Unity Catalog connector, users can only access a set of data assets that were authorized +for a given Share. + +### Step-by-step creation through the UI + +:fontawesome-brands-youtube:{ .youtube }
How to create a connector to Databricks Unity Catalog in Fabric? + +The process to create a new connector is similar to what we have covered before to create a new *Databricks Unity Catalog* +connector in YData Fabric. + +After selecting the connector *"Databricks Unity Catalog"*, you will be requested to upload your Delta Sharing token as +depicted in the image below. + +![Upload Delta Sharing token](../../assets/integrations/databricks_unity_catalog.webp){: style="width:50%"} + +Test your connection and that's it! 🚀 + +### Use it inside the Labs + +👨‍💻 ^^[Full code example and recipe can be found here](https://github.com/ydataai/academy/blob/master/1%20-%20Data%20Catalog/1.%20Connectors/Databricks%20_%20Unity%20Catalog.ipynb)^^. + +In case you prefer a Python interface, we also have connectors available through Fabric inside the labs. +Start by creating your code environment through the Labs. In case you need to get started with the Labs, ^^[check this step-by-step guide](../../get-started/create_lab.md)^^. + +#### Navigate your Delta Share +With your connector created you are now able to explore the schemas and tables available in a Delta share. + +```python title="List available shares" + #List the available shares for the provided authentication + connector.list_shares() +``` + +```python title="List available schemas" + #List the available schemas for a given share + connector.list_schemas(share_name='teste') +``` + +```python title="List available tables" + #List the available tables for a given schema in a share + connector.list_tables(schema_name='berka', + share_name='teste') + + #List all the tables regardless of share and schema + connector.list_all_tables() +``` + +#### Read from your Delta Share +Using the Delta Lake connector it is possible to: + +- Get the data from a Delta Lake table +- Get a sample from a Delta Lake table + +```python title="Read the data from a table" + #This method reads all the data records in the table + table = connector.read_table(table_name='insert-table-name', + schema_name='insert-schema-name', + share_name='insert-share-name') + print(table) +``` -### Read data from a Unity catalog defined Delta Sharing area +```python title="Read a data sample from a table" + #This method reads all the data records in the table + table = connector.read_table(table_name='insert-table-name', + schema_name='insert-schema-name', + share_name='insert-share-name', + sample_size=100) + print(table) +``` -Add here a few more notes. +I hope you enjoyed this quick tutorial on seamlessly integrating Databricks with your data preparation workflows. 🚀 diff --git a/docs/integrations/databricks/integration_with_sdk.md b/docs/integrations/databricks/integration_with_sdk.md index 17b8cbc8..f2b5cdfe 100644 --- a/docs/integrations/databricks/integration_with_sdk.md +++ b/docs/integrations/databricks/integration_with_sdk.md @@ -1,15 +1,18 @@ # YData SDK in Databricks Notebooks -The YData SDK provides a powerful set of tools for integrating and enhancing data within Databricks notebooks. -This guide covers the installation, basic usage, and advanced features of the YData SDK, helping users maximize +The [YData Fabric SDK](https://pypi.org/project/ydata-sdk/) provides a powerful set of tools for integrating and enhancing data within Databricks notebooks. +This guide covers the installation, basic usage, and advanced features of the Fabric SDK, helping users maximize the potential of their data for AI and machine learning applications. -### Prerequisites -Before using the YData SDK in Databricks notebooks, ensure the following prerequisites are met: -- Access to a Databricks workspace -- A valid YData Fabric account and API key -- Basic knowledge of Python and Databricks notebooks -- A safe connection between your Databricks cluster and Fabric +👨‍💻 ^^[Full code example and recipe can be found here](https://raw.githubusercontent.com/ydataai/academy/master/5%20-%20Integrations/databricks/YData%20Fabric%20SDK%20in%20Databricks%20notebooks)^^. + +!!! note "Prerequisites" + Before using the YData Fabric SDK in Databricks notebooks, ensure the following prerequisites are met: + + - Access to a Databricks workspace + - A valid YData Fabric account and API key + - Basic knowledge of Python and Databricks notebooks + - A safe connection between your Databricks cluster and Fabric **Best Practices** @@ -31,7 +34,6 @@ Ensure the installation is successful before proceeding to the next steps. This section provides step-by-step instructions on connecting to YData Fabric and performing essential data operations using the YData SDK within Databricks notebooks. This includes establishing a secure connection to YData Fabric and accessing datasets. -Here you can find the full tutorial notebook. (add here the link to academy) ### Connecting to YData Fabric First, establish a connection to YData Fabric using your API key: @@ -62,12 +64,11 @@ dataset = DataSource.get('') ## Advanced Usage - Synthetic data generation -This section explores one of the most powerful features of the YData SDK for enhancing and refining data +This section explores one of the most powerful features of the Fabric SDK for enhancing and refining data within Databricks notebooks. This includes as generating synthetic data to augment datasets or to generate privacy-preserving data. By leveraging these advanced capabilities, users can significantly enhance the robustness and performance of their AI and machine learning models, unlocking the full potential of their data. -Here you can find the [full tutorial notebook](). (add here the link to academy) ### Privacy-preserving Leveraging synthetic data allows to create privacy-preserving datasets that maintain real-world value, @@ -189,7 +190,7 @@ concatenated_df = df.union(synthetic_df) display(concatenated_df) ``` -Afterwards you can use your augmented dataset to train a [Machine Learning model using MLFlow](https://docs.databricks.com/en/mlflow/tracking-ex-scikit.html). +Afterwards you can use your augmented dataset to train a ^^[Machine Learning model using MLFlow](https://docs.databricks.com/en/mlflow/tracking-ex-scikit.html)^^. diff --git a/docs/integrations/databricks/overview.md b/docs/integrations/databricks/overview.md index 0e184fbe..79e10d6c 100644 --- a/docs/integrations/databricks/overview.md +++ b/docs/integrations/databricks/overview.md @@ -1,6 +1,6 @@ # Overview -This sections provides a detailed guide on integrating [YData Fabric](https://ydata.ai/products/fabric) with Databricks. +This sections provides a detailed guide on integrating ^^[YData Fabric](https://ydata.ai/products/fabric)^^ with Databricks. By combining Databricks and YData Fabric, users gain a comprehensive AI solution. Fabric enables access to previously siloed data, enhances understanding, and improves data quality. Meanwhile, Databricks provides the scalability needed to deliver robust AI capabilities. @@ -19,28 +19,31 @@ and improves data quality. Meanwhile, Databricks provides the scalability needed YData Fabric provides a range of connectors that enable direct integration with Databricks' Unity Catalog and Delta Lake. These connectors streamline data transfer and ensure seamless interoperability between the two platforms. -Key Features: +**Key Features:** + - Easy configuration - Secure data transfer - Data synchronization ### SDK -The [YData Fabric SDK](https://pypi.org/project/ydata-sdk/) offers a programmatic approach to integrating with Databricks. +The ^^[YData Fabric SDK](https://pypi.org/project/ydata-sdk/)^^ offers a programmatic approach to integrating with Databricks. It provides developers with the tools and libraries needed to automate and customize data workflows between YData Fabric and Databricks. -Key Features: +**Key Features:** + - Python based interface - Flexible and customizable - Comprehensive documentation and support -Find a comprehensive guideline on using [YData SDK in Databricks Notebooks](integration_with_sdk.md). +Find a comprehensive guideline on using ^^[YData Fabric SDK in Databricks Notebooks](integration_with_sdk.md)^^. ### API The YData Fabric API allows for integration via RESTful services, providing a versatile method to interact with Databricks. This approach is ideal for applications requiring direct API calls and custom integrations. -Key Features: +**Key Features:** + - RESTful architecture - Language-agnostic integration - Detailed API documentation @@ -48,7 +51,7 @@ Key Features: ## Integration diagram -The integration diagram below illustrates the interaction between YData Fabric and Databricks, +The integration diagram below illustrates the interaction between **YData Fabric** and **Databricks**, highlighting the data flow and key components involved in the integration process. ![Databricks diagram.png](..%2F..%2Fassets%2Fintegrations%2FDatabricks%20diagram.png) diff --git a/docs/integrations/snowflake/integration_snowflake.md b/docs/integrations/snowflake/integration_snowflake.md index 2b108662..4594a321 100644 --- a/docs/integrations/snowflake/integration_snowflake.md +++ b/docs/integrations/snowflake/integration_snowflake.md @@ -74,7 +74,8 @@ Start by creating your code environment through the Labs. In case you need to ge ``` #### Navigate your database -Add here a short description + +With your connector created you are now able to explore your database and available datasets. ```python title="List available schemas and get the metadata of a given schema" # returns a list of schemas From d41c9addb77492f0fab611036502d2d4e4c27c18 Mon Sep 17 00:00:00 2001 From: Azory YData Bot Date: Wed, 12 Jun 2024 00:33:34 +0000 Subject: [PATCH 3/3] fix(linting): code formatting --- .../integration_connectors_catalog.md | 24 ++++++------- .../databricks/integration_with_sdk.md | 35 +++++++------------ docs/integrations/databricks/overview.md | 10 +++--- .../conditional_sampling_example.py | 12 +++---- 4 files changed, 36 insertions(+), 45 deletions(-) diff --git a/docs/integrations/databricks/integration_connectors_catalog.md b/docs/integrations/databricks/integration_connectors_catalog.md index 88c5f28b..d095b70e 100644 --- a/docs/integrations/databricks/integration_connectors_catalog.md +++ b/docs/integrations/databricks/integration_connectors_catalog.md @@ -14,7 +14,7 @@ setup, and usage of the Databricks' available connector in Fabric. ## Delta Lake Databricks Delta Lake is an open-source storage layer that brings reliability to data lakes. Built on top of Apache Spark, -Delta Lake provides ACID (Atomicity, Consistency, Isolation, Durability) transaction guarantees, +Delta Lake provides ACID (Atomicity, Consistency, Isolation, Durability) transaction guarantees, scalable metadata handling, and unifies streaming and batch data processing. In this tutorial it will be covered how you can leverage ^^[YData Fabric connectors](../../data_catalog/connectors/supported_connections.md)^^ @@ -34,7 +34,7 @@ Now, click in the *"Create Connector"* button and the following menu with the av ![Select Databricks Delta Lake connector](../../assets/integrations/select_delta_lake_connector.webp){: style="width:50%"} Depending on the cloud vendor that you have your Databricks' instance deployed, select the Delta Lake connector for AWS or Azure. -After selecting the connector type *"Databricks Delta Lake"* the below menu will be shown. +After selecting the connector type *"Databricks Delta Lake"* the below menu will be shown. This is where you can configure the connection to your Delta Lake. For that you will need the following information: ![Config Delta Lake connector](../../assets/integrations/Delta_lake_aws_inputs.webp){: style="width:45%; padding-right:10px", align=left} @@ -55,7 +55,7 @@ And finally, the name for your connector:

Test your connection and that's it! 🚀 -You are now ready to create different **Datasources** using this connector - read the data from a table, +You are now ready to create different **Datasources** using this connector - read the data from a table, evaluate the quality of the data or even read a full database and generate a synthetic replica of your data! Read more about ^^[Fabric Datasources in here](../datasources/index.md)^^. @@ -63,11 +63,11 @@ Read more about ^^[Fabric Datasources in here](../datasources/index.md)^^. 👨‍💻 ^^[Full code example and recipe can be found here](https://github.com/ydataai/academy/blob/master/1%20-%20Data%20Catalog/1.%20Connectors/Databricks%20_%20Delta%20Lake.ipynb)^^. -In case you prefer a Python interface, we also have connectors available through Fabric SDK inside the labs. -For a seamless integration between the UI and the Labs environment, Fabric offers an SDK that allows you to re-use connectors, +In case you prefer a Python interface, we also have connectors available through Fabric SDK inside the labs. +For a seamless integration between the UI and the Labs environment, Fabric offers an SDK that allows you to re-use connectors, datasources and even synthesizers. -Start by creating your code environment through the Labs. +Start by creating your code environment through the Labs. In case you need to get started with the Labs, ^^[check this step-by-step guide](../../get-started/create_lab.md)^^. ```python @@ -90,7 +90,7 @@ Using the Delta Lake connector it is possible to: Databricks Unity Catalog is a unified governance solution for all data and AI assets within the Databricks Lakehouse Platform. Databricks Unity Catalog leverages the concept of [Delta Sharing](https://www.databricks.com/product/delta-sharing), -meaning this is a great way not only to ensure alignment between Catalogs but also to limit the access to data. +meaning this is a great way not only to ensure alignment between Catalogs but also to limit the access to data. This means that byt leveraging the Unity Catalog connector, users can only access a set of data assets that were authorized for a given Share. @@ -99,7 +99,7 @@ for a given Share. :fontawesome-brands-youtube:{ .youtube } How to create a connector to Databricks Unity Catalog in Fabric? The process to create a new connector is similar to what we have covered before to create a new *Databricks Unity Catalog* -connector in YData Fabric. +connector in YData Fabric. After selecting the connector *"Databricks Unity Catalog"*, you will be requested to upload your Delta Sharing token as depicted in the image below. @@ -145,16 +145,16 @@ Using the Delta Lake connector it is possible to: ```python title="Read the data from a table" #This method reads all the data records in the table - table = connector.read_table(table_name='insert-table-name', - schema_name='insert-schema-name', + table = connector.read_table(table_name='insert-table-name', + schema_name='insert-schema-name', share_name='insert-share-name') print(table) ``` ```python title="Read a data sample from a table" #This method reads all the data records in the table - table = connector.read_table(table_name='insert-table-name', - schema_name='insert-schema-name', + table = connector.read_table(table_name='insert-table-name', + schema_name='insert-schema-name', share_name='insert-share-name', sample_size=100) print(table) diff --git a/docs/integrations/databricks/integration_with_sdk.md b/docs/integrations/databricks/integration_with_sdk.md index f2b5cdfe..36c9a079 100644 --- a/docs/integrations/databricks/integration_with_sdk.md +++ b/docs/integrations/databricks/integration_with_sdk.md @@ -1,7 +1,7 @@ # YData SDK in Databricks Notebooks -The [YData Fabric SDK](https://pypi.org/project/ydata-sdk/) provides a powerful set of tools for integrating and enhancing data within Databricks notebooks. -This guide covers the installation, basic usage, and advanced features of the Fabric SDK, helping users maximize +The [YData Fabric SDK](https://pypi.org/project/ydata-sdk/) provides a powerful set of tools for integrating and enhancing data within Databricks notebooks. +This guide covers the installation, basic usage, and advanced features of the Fabric SDK, helping users maximize the potential of their data for AI and machine learning applications. 👨‍💻 ^^[Full code example and recipe can be found here](https://raw.githubusercontent.com/ydataai/academy/master/5%20-%20Integrations/databricks/YData%20Fabric%20SDK%20in%20Databricks%20notebooks)^^. @@ -18,7 +18,7 @@ the potential of their data for AI and machine learning applications. - *Data Security:* Ensure API keys and sensitive data are securely managed. - *Efficient Coding:* Use vectorized operations for data manipulation where possible. -- *Resource Management:* Monitor and manage the resources used by your clusters (Databricks and Fabric) +- *Resource Management:* Monitor and manage the resources used by your clusters (Databricks and Fabric) Databricks cluster to optimize performance. ### Installation @@ -71,8 +71,8 @@ By leveraging these advanced capabilities, users can significantly enhance the r and machine learning models, unlocking the full potential of their data. ### Privacy-preserving -Leveraging synthetic data allows to create privacy-preserving datasets that maintain real-world value, -enabling users to work with sensitive information securely while accessing utility of real data. +Leveraging synthetic data allows to create privacy-preserving datasets that maintain real-world value, +enabling users to work with sensitive information securely while accessing utility of real data. Check the SDK documentation for more information regarding [privacy-controls and anonymization](../../sdk/examples/synthesize_with_privacy_control.md). @@ -117,13 +117,13 @@ In order to do so, we recommend that you create your dataset using [YData Fabric integration connector to your Delta Lake](integration_connectors_catalog.md) and follow the flow for the creation of a synthetic data generation models from Fabric existing dasources. -For a small dataset you can also follow [this tutorial](../../sdk/examples/synthesize_tabular_data.md). +For a small dataset you can also follow [this tutorial](../../sdk/examples/synthesize_tabular_data.md). ### Data augmentation -Another key focus is on generating synthetic data to augment existing datasets. -This technique, particularly through conditional synthetic data generation, allows users to create targeted, +Another key focus is on generating synthetic data to augment existing datasets. +This technique, particularly through conditional synthetic data generation, allows users to create targeted, realistic datasets. By addressing data imbalances and enriching the training data, conditional synthetic data generation -significantly enhances the robustness and performance of machine learning (ML) models, +significantly enhances the robustness and performance of machine learning (ML) models, leading to more accurate and reliable outcomes. ```python title='Read data from a delta table' @@ -134,7 +134,7 @@ df = spark.sql("SELECT * FROM ydata.default.credit_scoring_labeled") display(df) ``` -After reading the data we need to convert it to pandas dataframe in order to create our synthetic data generation model. +After reading the data we need to convert it to pandas dataframe in order to create our synthetic data generation model. For the augmentation use-case we will be leveraging Conditional Synthetic data generation. ```python title='Training a conditional synthetic data generator' @@ -152,8 +152,8 @@ synth.fit(pandas_df, condition_on='Label') display(synth) ``` -Now that we have a trained conditional synthetic data generator we are able to generate a few samples controlling the -population behaviour based on the columns that we have conditioned the process to. +Now that we have a trained conditional synthetic data generator we are able to generate a few samples controlling the +population behaviour based on the columns that we have conditioned the process to. ```python title="Generating a synthetic sample conditioned to column 'Label'" #generate synthetic samples condition to Label @@ -168,7 +168,7 @@ synthetic_sample = synth.sample(n_samples=len(pandas_df), condition_on={ ) ``` -After generating the synthetic data we can combine it with our dataset. +After generating the synthetic data we can combine it with our dataset. ```python title='Convert the dataframe to Spark dataframe' # Enable Arrow-based columnar data transfers @@ -191,12 +191,3 @@ display(concatenated_df) ``` Afterwards you can use your augmented dataset to train a ^^[Machine Learning model using MLFlow](https://docs.databricks.com/en/mlflow/tracking-ex-scikit.html)^^. - - - - - - - - - diff --git a/docs/integrations/databricks/overview.md b/docs/integrations/databricks/overview.md index 79e10d6c..1e4444f1 100644 --- a/docs/integrations/databricks/overview.md +++ b/docs/integrations/databricks/overview.md @@ -1,6 +1,6 @@ # Overview -This sections provides a detailed guide on integrating ^^[YData Fabric](https://ydata.ai/products/fabric)^^ with Databricks. +This sections provides a detailed guide on integrating ^^[YData Fabric](https://ydata.ai/products/fabric)^^ with Databricks. By combining Databricks and YData Fabric, users gain a comprehensive AI solution. Fabric enables access to previously siloed data, enhances understanding, and improves data quality. Meanwhile, Databricks provides the scalability needed to deliver robust AI capabilities. @@ -25,9 +25,9 @@ These connectors streamline data transfer and ensure seamless interoperability b - Secure data transfer - Data synchronization -### SDK -The ^^[YData Fabric SDK](https://pypi.org/project/ydata-sdk/)^^ offers a programmatic approach to integrating with Databricks. -It provides developers with the tools and libraries needed to automate and customize data workflows between +### SDK +The ^^[YData Fabric SDK](https://pypi.org/project/ydata-sdk/)^^ offers a programmatic approach to integrating with Databricks. +It provides developers with the tools and libraries needed to automate and customize data workflows between YData Fabric and Databricks. **Key Features:** @@ -51,7 +51,7 @@ with Databricks. This approach is ideal for applications requiring direct API ca ## Integration diagram -The integration diagram below illustrates the interaction between **YData Fabric** and **Databricks**, +The integration diagram below illustrates the interaction between **YData Fabric** and **Databricks**, highlighting the data flow and key components involved in the integration process. ![Databricks diagram.png](..%2F..%2Fassets%2Fintegrations%2FDatabricks%20diagram.png) diff --git a/examples/synthesizers/conditional_sampling_example.py b/examples/synthesizers/conditional_sampling_example.py index 3bf5afc0..b84113f8 100644 --- a/examples/synthesizers/conditional_sampling_example.py +++ b/examples/synthesizers/conditional_sampling_example.py @@ -36,12 +36,12 @@ def main(): }, "native-country": { "categories": [{ - "category": 'United-States', - "percentage": 0.6 - }, { - "category": 'Mexico', - "percentage": 0.4 - }] + "category": 'United-States', + "percentage": 0.6 + }, { + "category": 'Mexico', + "percentage": 0.4 + }] }, "age": { "minimum": 55,