vmware · antoniivanov · Jan 19, 2024 · Dec 22, 2023 · Dec 22, 2023 · Jan 1, 2024
diff --git a/README.md b/README.md
@@ -6,6 +6,8 @@
         <img src="https://img.shields.io/github/commit-activity/m/vmware/versatile-data-kit" /></a>
     <a href="https://github.com/vmware/versatile-data-kit/contributors" alt="Last Activity">
         <img src="https://img.shields.io/github/last-commit/vmware/versatile-data-kit" alt="Last Activity"></a>
+    <a href="https://pypistats.org/packages/vdk-core" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-core.svg" alt="monthly download count for vdk-core">
     <a href="https://github.com/vmware/versatile-data-kit/blob/main/LICENSE" alt="License">
         <img src="https://img.shields.io/github/license/vmware/versatile-data-kit" alt="license"></a>
     <a href="https://github.com/pre-commit/pre-commit">

diff --git a/projects/vdk-control-cli/README.md b/projects/vdk-control-cli/README.md
@@ -1,5 +1,8 @@
 # Versatile Data Kit Control CLI
 
+<a href="https://pypistats.org/packages/vdk-control-cli" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-control-cli.svg" alt="monthly download count for vdk-control-cli">
+
 VDK Control CLI is meant for Data Engineers to use to manage the lifecycle of jobs - create, delete, deploy, configure Data Jobs.
 
 To build or contribute, see [CONTRIBUTING.md](./CONTRIBUTING.md).

diff --git a/projects/vdk-core/README.md b/projects/vdk-core/README.md
@@ -1,5 +1,8 @@
 # Versatile Data Kit SDK Core
 
+<a href="https://pypistats.org/packages/vdk-core" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-core.svg" alt="monthly download count for vdk-core">
+
 To build or contribute, see [CONTRIBUTING.md](./CONTRIBUTING.md).
 
 Versatile Data Kit enables data engineers, data scientists and data analysts to develop, deploy, run, and manage data processing workloads (called "Data Job").

diff --git a/projects/vdk-heartbeat/README.md b/projects/vdk-heartbeat/README.md
@@ -1,5 +1,8 @@
 # Versatile Data Kit Heartbeat tool
 
+<a href="https://pypistats.org/packages/vdk-heartbeat" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-heartbeat.svg" alt="monthly download count for vdk-heartbeat">
+
 Heartbeat tool for verifying deployed SDK and Control Service are functional and working correctly.<br>
 It  checks that a job can be created, deployed, run and deleted.
 

diff --git a/projects/vdk-plugins/airflow-provider-vdk/README.md b/projects/vdk-plugins/airflow-provider-vdk/README.md
@@ -1,5 +1,8 @@
 # Versatile Data Kit Airflow provider
 
+<a href="https://pypistats.org/packages/airflow-provider-vdk" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/airflow-provider-vdk.svg" alt="monthly download count for airflow-provider-vdk">
+
 A set of Airflow operators, sensors and a connection hook intended to help schedule Versatile Data Kit jobs using Apache Airflow.
 
 # Usage

diff --git a/projects/vdk-plugins/quickstart-vdk/README.md b/projects/vdk-plugins/quickstart-vdk/README.md
@@ -1,5 +1,8 @@
 # Quickstart-VDK
 
+<a href="https://pypistats.org/packages/quickstart-vdk" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/quickstart-vdk.svg" alt="monthly download count for quickstart-vdk">
+
 This is the first VDK packaging that users would install to play around with.
 
 It packages:

diff --git a/projects/vdk-plugins/vdk-audit/README.md b/projects/vdk-plugins/vdk-audit/README.md
@@ -1,5 +1,8 @@
 ## Versatile Data Kit Audit Plugin
 
+<a href="https://pypistats.org/packages/vdk-audit" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-audit.svg" alt="monthly download count for vdk-audit">
+
 Visibility into the actions provides opportunities for test frameworks, logging
 frameworks, and security tools to monitor and optionally limit actions taken by the
 runtime.

diff --git a/projects/vdk-plugins/vdk-control-api-auth/README.md b/projects/vdk-plugins/vdk-control-api-auth/README.md
@@ -1,5 +1,8 @@
 # vdk-control-api-auth
 
+<a href="https://pypistats.org/packages/vdk-control-api-auth" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-control-api-auth.svg" alt="monthly download count for vdk-control-api-auth">
+
 vdk-control-api-auth is a plugin library that implements authentication
 utilities used by vdk-control-cli and other plugins.
 

diff --git a/projects/vdk-plugins/vdk-csv/README.md b/projects/vdk-plugins/vdk-csv/README.md
@@ -1,5 +1,8 @@
 ## Versatile Data Kit CSV Plugin
 
+<a href="https://pypistats.org/packages/vdk-csv" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-csv.svg" alt="monthly download count for vdk-csv">
+
 This plugin provides functionality to ingest and export CSV files.
 
 ### Usage

diff --git a/projects/vdk-plugins/vdk-dag/README.md b/projects/vdk-plugins/vdk-dag/README.md
@@ -1,5 +1,8 @@
 # VDK DAGs
 
+<a href="https://pypistats.org/packages/vdk-dag" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-dag.svg" alt="monthly download count for vdk-dag">
+
 Express dependencies between data jobs.
 
 A plugin for Versatile Data Kit extends its Job API with an additional feature that allows users to trigger so-called VDK DAGs.

diff --git a/projects/vdk-plugins/vdk-data-source-git/README.md b/projects/vdk-plugins/vdk-data-source-git/README.md
@@ -1,5 +1,8 @@
 # data-source-git
 
+<a href="https://pypistats.org/packages/vdk-data-source-git" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-data-source-git.svg" alt="monthly download count for vdk-data-source-git">
+
 Extracts content from Git repositories along with associated file metadata.
 
 ## Usage

diff --git a/projects/vdk-plugins/vdk-data-sources/README.md b/projects/vdk-plugins/vdk-data-sources/README.md
@@ -1,5 +1,8 @@
 # data-sources
 
+<a href="https://pypistats.org/packages/vdk-data-sources" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-data-sources.svg" alt="monthly download count for vdk-data-sources">
+
 Enables Versatile Data Kit (VDK) to integrate with various data sources by providing a unified interface for data ingestion and management.
 
 The data-sources project is a plugin for the Versatile Data Kit (VDK). It aims to simplify data ingestion from multiple sources by offering a single, unified API. Whether you're dealing with databases, REST APIs, or other forms of data, this project allows you to manage them all in a consistent manner. This is crucial for building scalable and maintainable data pipelines.

diff --git a/projects/vdk-plugins/vdk-duckdb/README.md b/projects/vdk-plugins/vdk-duckdb/README.md
@@ -1,5 +1,8 @@
 # duckdb
 
+<a href="https://pypistats.org/packages/vdk-duckdb" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-duckdb.svg" alt="monthly download count for vdk-duckdb">
+
 DuckDB plugin for the Versatile Data Kit (VDK), which enables users to connect to and interact with DuckDB databases.
 The purpose is to simplify data extraction, transformation, and loading tasks when working with DuckDB as a data source or destination
 

diff --git a/projects/vdk-plugins/vdk-gdp-execution-id/README.md b/projects/vdk-plugins/vdk-gdp-execution-id/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-gdp-execution-id" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-gdp-execution-id.svg" alt="monthly download count for vdk-gdp-execution-id">
+
 An installed Generative Data Pack plugin automatically expands the data sent for ingestion.
 
 This GDP plugin detects the execution ID of a Data Job running, and decorates your data product with it. So that,

diff --git a/projects/vdk-plugins/vdk-greenplum/README.md b/projects/vdk-plugins/vdk-greenplum/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-greenplum" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-greenplum.svg" alt="monthly download count for vdk-greenplum">
+
 This plugin allows vdk-core to interface with and execute queries against a Greenplum database.
 
 # Usage

diff --git a/projects/vdk-plugins/vdk-huggingface/README.md b/projects/vdk-plugins/vdk-huggingface/README.md
@@ -1,5 +1,8 @@
 # Huggingface
 
+<a href="https://pypistats.org/packages/vdk-huggingface" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-huggingface.svg" alt="monthly download count for vdk-huggingface">
+
 Versatile Data Kit (VDK) plugin for integrating with Huggingface as both a data source and a target.
 This plugin allows you to ingest data payloads into a Huggingface repository and makes it easier to work with datasets stored in Huggingface.
 

diff --git a/projects/vdk-plugins/vdk-impala/README.md b/projects/vdk-plugins/vdk-impala/README.md
@@ -1,5 +1,8 @@
 This plugin allows vdk-core to interface with and execute queries against an Impala database.
 
+<a href="https://pypistats.org/packages/vdk-impala" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-impala.svg" alt="monthly download count for vdk-impala">
+
 # Features
 
 * It provides a powerful recovery mechanism handling a lot of challenges - like eventual consistency issues in Impala and more. In one production deployment of VDK it was able to improve SLA of Impala from 95% (queries directly to Impala) to 99% (queries using VDK to Impala).

diff --git a/projects/vdk-plugins/vdk-ingest-file/README.md b/projects/vdk-plugins/vdk-ingest-file/README.md
@@ -1,5 +1,8 @@
 ## VDK-INGEST-FILE Plugin
 
+<a href="https://pypistats.org/packages/vdk-ingest-file" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-ingest-file.svg" alt="monthly download count for vdk-ingest-file">
+
 This plugin provides functionality to ingest data into a file. It is intended for local testing.
 
 ### Usage

diff --git a/projects/vdk-plugins/vdk-ingest-http/README.md b/projects/vdk-plugins/vdk-ingest-http/README.md
@@ -1,5 +1,8 @@
 ### VDK-INGEST-HTTP Plugin
 
+<a href="https://pypistats.org/packages/vdk-ingest-http" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-ingest-http.svg" alt="monthly download count for vdk-ingest-http">
+
 This plugin provides functionality to ingest data over http.
 
 ### Usage

diff --git a/projects/vdk-plugins/vdk-ipython/README.md b/projects/vdk-plugins/vdk-ipython/README.md
@@ -1,5 +1,8 @@
 # vdk-ipython
 
+<a href="https://pypistats.org/packages/vdk-ipython" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-ipython.svg" alt="monthly download count for vdk-ipython">
+
 Ipython extension for VDK
 
 This extension introduces a magic command for Jupyter.

diff --git a/projects/vdk-plugins/vdk-jobs-troubleshooting/README.md b/projects/vdk-plugins/vdk-jobs-troubleshooting/README.md
@@ -1,5 +1,8 @@
 ## VDK-JOBS-TROUBLESHOOTING Plugin
 
+<a href="https://pypistats.org/packages/vdk-jobs-troubleshooting" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-jobs-troubleshooting.svg" alt="monthly download count for vdk-jobs-troubleshooting">
+
 The VDK JOB Troubleshooting plugin provides the ability to add various troubleshooting utilities which can be accessed
 during the data job runtime.
 

diff --git a/projects/vdk-plugins/vdk-jupyter/vdk-jupyterlab-extension/README.md b/projects/vdk-plugins/vdk-jupyter/vdk-jupyterlab-extension/README.md
@@ -1,5 +1,8 @@
 # vdk-jupyterlab-extension
 
+<a href="https://pypistats.org/packages/vdk-jupyterlab-extension" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-jupyterlab-extension.svg" alt="monthly download count for vdk-jupyterlab-extension">
+
 A Jupyterlab extension for using VDK
 For more information see: https://github.com/vmware/versatile-data-kit/tree/main/specs/vep-994-jupyter-notebook-integration
 

diff --git a/projects/vdk-plugins/vdk-kerberos-auth/README.md b/projects/vdk-plugins/vdk-kerberos-auth/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-kerberos-auth" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-kerberos-auth.svg" alt="monthly download count for vdk-kerberos-auth">
+
 The plugin provides GSSAPI Kerberos authentication on data job startup. The plugin also adds Kerberos/GSSAPI support for HTTP requests.
 
 # Usage

diff --git a/projects/vdk-plugins/vdk-lineage-model/README.md b/projects/vdk-plugins/vdk-lineage-model/README.md
@@ -1,5 +1,8 @@
 # VDK Lineage Model
 
+<a href="https://pypistats.org/packages/vdk-lineage-model" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-lineage-model.svg" alt="monthly download count for vdk-lineage-model">
+
 VDK Lineage Model plugin aims to abstract emitting lineage data from VDK data jobs, so that different lineage loggers
 can be configured at run time in any plugin that supports emitting lineage data.
 The plugin describes the lineage data model and an interface for loggers that are responsible to send the lineage

diff --git a/projects/vdk-plugins/vdk-lineage/README.md b/projects/vdk-plugins/vdk-lineage/README.md
@@ -1,5 +1,8 @@
 # VDK Lineage
 
+<a href="https://pypistats.org/packages/vdk-lineage" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-lineage.svg" alt="monthly download count for vdk-lineage">
+
 VDK Lineage plugin provides lineage data (input data -> job -> output data) information and send it to a pre-configured
 destination. The lineage data is send using [OpenLineage standard](https://openlineage.io)
 

diff --git a/projects/vdk-plugins/vdk-logging-format/README.md b/projects/vdk-plugins/vdk-logging-format/README.md
@@ -1,5 +1,8 @@
 # This plugin has been deprecated; please use vdk-structlog instead.
 
+<a href="https://pypistats.org/packages/vdk-logging-format" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-logging-format.svg" alt="monthly download count for vdk-logging-format">
+
 This plugins allows for the configuration of the format of VDK logs.
 
 # TEXT

diff --git a/projects/vdk-plugins/vdk-meta-jobs/README.md b/projects/vdk-plugins/vdk-meta-jobs/README.md
@@ -1,5 +1,8 @@
 # Meta Jobs
 
+<a href="https://pypistats.org/packages/vdk-meta-jobs" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-meta-jobs.svg" alt="monthly download count for vdk-meta-jobs">
+
 Express dependencies between data jobs.
 
 A plugin for Versatile Data Kit extends its Job API with an additional feature that allows users to trigger so-called Meta Jobs.

diff --git a/projects/vdk-plugins/vdk-notebook/README.md b/projects/vdk-plugins/vdk-notebook/README.md
@@ -1,5 +1,8 @@
 # vdk-notebook
 
+<a href="https://pypistats.org/packages/vdk-notebook" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-notebook.svg" alt="monthly download count for vdk-notebook">
+
 A new VDK plugin which supports running data jobs which consists of .ipynb files.
 You can see [VDK Jupyter Integration VEP](https://github.com/vmware/versatile-data-kit/blob/main/specs/vep-994-jupyter-notebook-integration/README.md) for more information.
 

diff --git a/projects/vdk-plugins/vdk-oracle/README.md b/projects/vdk-plugins/vdk-oracle/README.md
@@ -1,5 +1,8 @@
 # oracle
 
+<a href="https://pypistats.org/packages/vdk-oracle" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-oracle.svg" alt="monthly download count for vdk-oracle">
+
 Support for VDK Managed Oracle connection
 
 TODO: what the project is about, what is its purpose

diff --git a/projects/vdk-plugins/vdk-plugin-control-cli/README.md b/projects/vdk-plugins/vdk-plugin-control-cli/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-plugin-control-cli" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-plugin-control-cli.svg" alt="monthly download count for vdk-plugin-control-cli">
+
 This plugin allows vdk-core to access vdk-control-cli functionality.
 
 Upon installing it enhances vdk with CLI commands for data job lifecycle management available from vdk-control-cli package

diff --git a/projects/vdk-plugins/vdk-postgres/README.md b/projects/vdk-plugins/vdk-postgres/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-postgres" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-postgres.svg" alt="monthly download count for vdk-postgres">
+
 This plugin allows vdk-core to interface with and execute queries against a PostgreSQL database.
 
 # Usage

diff --git a/projects/vdk-plugins/vdk-properties-fs/README.md b/projects/vdk-plugins/vdk-properties-fs/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-properties-fs" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-properties-fs.svg" alt="monthly download count for vdk-properties-fs">
+
 This plugin allows vdk-core to read/write properties on the local FS. Mainly for development purposes,
 to simplify a use-case with local Properties API usage, that would otherwise require a Control Service instance prerequisite.
 For example, to quickly demo a data job that uses a secret, so that secret is quickly stored on the presenter's local FS.

diff --git a/projects/vdk-plugins/vdk-server/README.md b/projects/vdk-plugins/vdk-server/README.md
@@ -1,5 +1,8 @@
 ## Versatile Data Kit Server Plugin
 
+<a href="https://pypistats.org/packages/vdk-server" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-server.svg" alt="monthly download count for vdk-server">
+
 This plugin facilitates installation of the Control Service in a local [Kind](https://kind.sigs.k8s.io/) cluster.
 
 ### Usage

diff --git a/projects/vdk-plugins/vdk-singer/README.md b/projects/vdk-plugins/vdk-singer/README.md
@@ -1,5 +1,8 @@
 # singer
 
+<a href="https://pypistats.org/packages/vdk-singer" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-singer.svg" alt="monthly download count for vdk-singer">
+
 The vdk-singer plugin provides an easy way to integrate Singer Taps as data sources within the Versatile Data Kit (VDK).
 This allows you to pull data from various external systems that have Singer Taps available and use them seamlessly
 within your VDK pipelines.

diff --git a/projects/vdk-plugins/vdk-smarter/README.md b/projects/vdk-plugins/vdk-smarter/README.md
@@ -1,5 +1,8 @@
 # VDK Smarter
 
+<a href="https://pypistats.org/packages/vdk-smarter" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-smarter.svg" alt="monthly download count for vdk-smarter">
+
 Making VDK smarter by employing ML/AI.
 
 

diff --git a/projects/vdk-plugins/vdk-snowflake/README.md b/projects/vdk-plugins/vdk-snowflake/README.md
@@ -1,5 +1,8 @@
 # Versatile Data Kit Plugin for Snowflake Support
 
+<a href="https://pypistats.org/packages/vdk-snowflake" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-snowflake.svg" alt="monthly download count for vdk-snowflake">
+
 This plugin provides functionality, used by the Versatile Data Kit
 to interact with a Snowflake instance. Users of the plugin can connect to
 Snowflake, and execute queries against it.

diff --git a/projects/vdk-plugins/vdk-sqlite/README.md b/projects/vdk-plugins/vdk-sqlite/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-sqlite" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-sqlite.svg" alt="monthly download count for vdk-sqlite">
+
 This plugin allows vdk-core to interface with, execute queries against, and ingest data to a SQLite database.
 
 # Usage

diff --git a/projects/vdk-plugins/vdk-structlog/README.md b/projects/vdk-plugins/vdk-structlog/README.md
@@ -1,5 +1,8 @@
 # Structured Logging For VDK
 
+<a href="https://pypistats.org/packages/vdk-structlog" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-structlog.svg" alt="monthly download count for vdk-structlog">
+
 This plugin allows users to:
 - select the log output format
 - configure the logging metadata

diff --git a/projects/vdk-plugins/vdk-test-utils/README.md b/projects/vdk-plugins/vdk-test-utils/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-test-utils" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-test-utils.svg" alt="monthly download count for vdk-test-utils">
+
 This plugin provides utility tools used for the testing of vdk-core and vdk-core plugins.
 
 # Usage

diff --git a/projects/vdk-plugins/vdk-trino/README.md b/projects/vdk-plugins/vdk-trino/README.md
@@ -1,3 +1,6 @@
+<a href="https://pypistats.org/packages/vdk-trino" alt="Monthly Downloads">
+        <img src="https://img.shields.io/pypi/dm/vdk-trino.svg" alt="monthly download count for vdk-trino">
+
 This plugin allows vdk-core to interface with and execute queries against a Trino database. Additionally, it can collect lineage data, assuming a lineage logger has been provided through the vdk-core configuration.