Fix broken links

Also set :draft false

Author: alza-bitz

site/data_engineering/support_for_popular_data_tools/snowflake.qmd

@@ -8,7 +8,7 @@ author:
   - {name: Scicloj, url: 'https://scicloj.github.io/'}
   links:
   - {icon: github, href: 'https://github.com/alza-bitz'}
-draft: true
+draft: false
 type: post
 date: '2025-09-04'
 category: clojure
@@ -66,7 +66,7 @@ However, I found a number of issues that would need to be addressed in order to
 Also, in general by my criteria the support classification is "support unknown":
 
 1.  CI/CD build [failing.](https://github.com/zero-one-group/geni/actions)
-1.  Version [0.0.42 api docs broken](https://cljdoc.org/d/zero.one/geni/0.0.42/doc/readme%20%20https://cljdoc.org/builds/73977), also affects version 0.0.41
+1.  Version [0.0.42 api docs](https://cljdoc.org/d/zero.one/geni/0.0.42/doc/readme) are [broken](https://cljdoc.org/builds/73977), also affects version 0.0.41
 1. No commits since November 2023.
 1. No releases since November 2023.
 1. No PRs accepted or rejected since November 2023.
@@ -84,9 +84,9 @@ Also, in general by my criteria the support classification is "support unknown":
 
 ### Snowflake Interop with a New Clojure API!
 
-Although the [Snowpark](https://docs.snowflake.com/en/developer-guide/snowpark/java) library has Java and Scala bindings, it doesn't provide anything for Clojure. As such, it's currently not possible to interact with Snowflake using the Clojure way.
+Although the [Snowpark](https://docs.snowflake.com/en/developer-guide/snowpark/java/index) library has Java and Scala bindings, it doesn't provide anything for Clojure. As such, it's currently not possible to interact with Snowflake using the Clojure way.
 
-To address this gap, I decided to try my hand at creating a [Clojure API for Snowflake](https://github.com/alza-bitz/snowflake-clj) as part of a broader effort to improve the overall situation regarding Clojure support for popular data tools.
+To address this gap, I decided to try my hand at creating a [Clojure API for Snowflake](https://github.com/alza-bitz/snowpark-clj) as part of a broader effort to improve the overall situation regarding Clojure support for popular data tools.
 
 The aim is to validate this approach as a foundation for enabling a wide range of data science or data engineering use cases from the Clojure REPL, in situations where Snowflake is the data warehouse of choice.
 

src/data_engineering/support_for_popular_data_tools/snowflake.clj

@@ -2,7 +2,7 @@
   :clay             {:title  "Clojure Support for Popular Data Tools: A Data Engineer's Perspective, and a New Clojure API for Snowflake"
                      :external-requirements ["password.edn"]
                      :quarto {:author   :alza-bitz
-                              :draft    true           ; remove to publish
+                              :draft    false
                               :type     :post
                               :date     "2025-09-04"
                               :category :clojure
@@ -48,7 +48,7 @@
 ;; Also, in general by my criteria the support classification is "support unknown":
 
 ;; 1.  CI/CD build [failing.](https://github.com/zero-one-group/geni/actions)
-;; 1.  Version [0.0.42 api docs broken](https://cljdoc.org/d/zero.one/geni/0.0.42/doc/readme%20%20https://cljdoc.org/builds/73977), also affects version 0.0.41
+;; 1.  Version [0.0.42 api docs](https://cljdoc.org/d/zero.one/geni/0.0.42/doc/readme) are [broken](https://cljdoc.org/builds/73977), also affects version 0.0.41
 ;; 1. No commits since November 2023.
 ;; 1. No releases since November 2023.
 ;; 1. No PRs accepted or rejected since November 2023.
@@ -64,9 +64,9 @@
 
 ;; ### Snowflake Interop with a New Clojure API!
 
-;; Although the [Snowpark](https://docs.snowflake.com/en/developer-guide/snowpark/java) library has Java and Scala bindings, it doesn't provide anything for Clojure. As such, it's currently not possible to interact with Snowflake using the Clojure way.
+;; Although the [Snowpark](https://docs.snowflake.com/en/developer-guide/snowpark/java/index) library has Java and Scala bindings, it doesn't provide anything for Clojure. As such, it's currently not possible to interact with Snowflake using the Clojure way.
 
-;; To address this gap, I decided to try my hand at creating a [Clojure API for Snowflake](https://github.com/alza-bitz/snowflake-clj) as part of a broader effort to improve the overall situation regarding Clojure support for popular data tools.
+;; To address this gap, I decided to try my hand at creating a [Clojure API for Snowflake](https://github.com/alza-bitz/snowpark-clj) as part of a broader effort to improve the overall situation regarding Clojure support for popular data tools.
 
 ;; The aim is to validate this approach as a foundation for enabling a wide range of data science or data engineering use cases from the Clojure REPL, in situations where Snowflake is the data warehouse of choice.