From 73b10792ab739a235b0500af448bb4d7a87b368c Mon Sep 17 00:00:00 2001
From: Ethan Miller <ethanzanemiller@gmail.com>
Date: Sat, 11 Feb 2023 11:29:29 -0500
Subject: [PATCH 1/3] Upgrade to latest clay version

---
 deps.edn                    |  2 +-
 docs/column_exploration.clj | 18 ++++++------------
 2 files changed, 7 insertions(+), 13 deletions(-)

diff --git a/deps.edn b/deps.edn
index 7b8b3a6..1b97492 100644
--- a/deps.edn
+++ b/deps.edn
@@ -4,4 +4,4 @@
         techascent/tech.ml.dataset       {:mvn/version "7.000-beta-27"}
         ;; generateme/fastmath {:mvn/version "2.1.0"}
         }
- :aliases {:dev {:extra-deps {org.scicloj/clay {:mvn/version "1-alpha14"}}}}}
+ :aliases {:dev {:extra-deps {org.scicloj/clay {:mvn/version "2-alpha12"}}}}}
diff --git a/docs/column_exploration.clj b/docs/column_exploration.clj
index fa405b8..7c1dd90 100644
--- a/docs/column_exploration.clj
+++ b/docs/column_exploration.clj
@@ -3,23 +3,17 @@
 ^{:kind/hidden true}
 (ns intro
   (:require [tablecloth.api :as tc]
-            [scicloj.clay.v1.api :as clay]
-            [scicloj.clay.v1.tools :as tools]
-            [scicloj.clay.v1.tool.scittle :as scittle]
-            [scicloj.kindly.v2.kind :as kind]
-            [scicloj.clay.v1.view.dataset]
-            [nextjournal.clerk :as clerk]))
+            [scicloj.clay.v2.api :as clay]
+            [scicloj.kindly.v3.api :as kindly]
+            [scicloj.kindly.v3.kind :as kind]
+            ))
 
 ^{:kind/hidden true}
-#_(clay/restart!  {:tools [#_tools/scittle
-                         tools/clerk]})
+(clay/start!)
 
 ^{:kind/hidden true}
 (comment
-  (clerk/show!)
-
-  (do (scittle/show-doc! "docs/column_exploration.clj" {:hide-doc? true})
-      (scittle/write-html! "docs/column_exploration.html"))
+  (do (clay/show-doc! "docs/column_exploration.clj" {:hide-doc? true}))
   ,)
 
 ;; ## What is this exploration?

From be4f406f9b2dc884c7a691a2d3669c0c569a9478 Mon Sep 17 00:00:00 2001
From: Ethan Miller <ethanzanemiller@gmail.com>
Date: Sat, 11 Feb 2023 11:30:25 -0500
Subject: [PATCH 2/3] Show using tablecloth.column.api.operators ns

---
 docs/column_exploration.clj | 25 ++++++++++++++++---------
 1 file changed, 16 insertions(+), 9 deletions(-)

diff --git a/docs/column_exploration.clj b/docs/column_exploration.clj
index 7c1dd90..6d66cbc 100644
--- a/docs/column_exploration.clj
+++ b/docs/column_exploration.clj
@@ -52,21 +52,28 @@
 
 ;; ### Basic Operations
 
-;; Right now we need to use the functional name space from the
-;; underlying computation library tech.v3.datatype to operate on
-;; columns.
-
-(require '[tech.v3.datatype.functional :as fun])
+;; Operations are right now in their own namespace
+(require '[tablecloth.column.api.operators :as ops])
 
 ;; With that imported we can perform a large number of operations:
 
 (def a (column [20 30 40 50]))
 (def b (column (range 4)))
 
-(fun/- a b)
+(ops/- a b)
+
+(ops/pow a 2)
+
+(ops/* 10 (fun/sin a))
+
+(ops/< a 35)
+
+;; All these operations take a column as their first argument and
+;; return a column, so they can be chained easily.
+
+(-> a
+    (ops/* b)
+    (ops/< 70))
 
-(fun/pow a 2)
 
-(fun/* 10 (fun/sin a))
 
-(fun/< a 35)

From f9bf81df2675f2097ad707c8efbabfa008f638c1 Mon Sep 17 00:00:00 2001
From: Ethan Miller <ethanzanemiller@gmail.com>
Date: Sat, 11 Feb 2023 13:59:34 -0500
Subject: [PATCH 3/3] Cleanup whitespace

---
 docs/column_exploration.clj | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/docs/column_exploration.clj b/docs/column_exploration.clj
index 6d66cbc..7185618 100644
--- a/docs/column_exploration.clj
+++ b/docs/column_exploration.clj
@@ -74,6 +74,3 @@
 (-> a
     (ops/* b)
     (ops/< 70))
-
-
-