diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..cdcf0e2
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,2 @@
+include setup.cfg
+recursive-include arckit *
\ No newline at end of file
diff --git a/arckit/__init__.py b/arckit/__init__.py
new file mode 100644
index 0000000..f4309fa
--- /dev/null
+++ b/arckit/__init__.py
@@ -0,0 +1,2 @@
+from .data import Task, load_data, fmt_grid, load_single
+from .vis import draw_grid, draw_task, output_drawing
\ No newline at end of file
diff --git a/arckit/arc1.json b/arckit/arc1.json
new file mode 100644
index 0000000..db32d5f
--- /dev/null
+++ b/arckit/arc1.json
@@ -0,0 +1 @@
+{"train": {"780d0b14": {"train": [{"input": [[1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 0, 8, 8, 8, 8, 8, 0, 8, 8, 8], [1, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8], [1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [1, 1, 0, 1, 0, 1, 1, 1, 0, 0, 8, 0, 8, 8, 8, 8, 8, 8, 8, 8], [0, 1, 1, 0, 1, 1, 1, 1, 0, 8, 0, 8, 8, 0, 8, 8, 8, 0, 8, 8], [1, 0, 1, 1, 1, 1, 0, 0, 0, 8, 8, 8, 8, 8, 8, 8, 8, 8, 0, 8], [1, 1, 0, 1, 1, 1, 1, 1, 0, 8, 8, 8, 0, 8, 8, 8, 0, 8, 0, 0], [1, 1, 0, 1, 1, 0, 1, 1, 0, 0, 8, 8, 0, 8, 8, 8, 0, 0, 0, 8], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [6, 6, 6, 6, 6, 0, 6, 6, 0, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0], [6, 6, 6, 6, 6, 6, 6, 0, 0, 0, 1, 0, 1, 1, 0, 0, 1, 1, 1, 0], [0, 6, 0, 6, 6, 6, 0, 6, 0, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0, 1], [6, 6, 6, 0, 6, 6, 6, 6, 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1, 1], [6, 0, 6, 6, 0, 6, 0, 6, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 0, 1], [6, 6, 6, 6, 6, 0, 6, 6, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1], [6, 6, 6, 6, 6, 0, 6, 0, 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1, 1, 9, 9, 4, 4, 4, 8, 8, 8, 6, 3, 3, 6, 8, 8, 8, 4, 4, 4, 9, 9, 1, 1, 3, 2], [6, 6, 6, 3, 9, 9, 8, 4, 8, 9, 4, 9, 3, 6, 8, 8, 8, 8, 6, 3, 9, 4, 9, 8, 4, 8, 9, 9, 3, 6], [6, 6, 2, 1, 4, 9, 9, 8, 9, 3, 4, 9, 8, 3, 8, 8, 8, 8, 3, 8, 9, 4, 3, 9, 8, 9, 9, 4, 1, 2], [1, 1, 9, 4, 6, 9, 9, 1, 9, 9, 4, 1, 9, 9, 8, 4, 4, 8, 9, 9, 1, 4, 9, 9, 1, 9, 9, 6, 4, 9], [1, 1, 9, 9, 6, 9, 1, 9, 9, 9, 1, 4, 4, 4, 4, 3, 3, 4, 4, 4, 4, 1, 9, 9, 9, 1, 9, 6, 9, 9], [9, 9, 8, 9, 6, 6, 9, 9, 4, 1, 9, 9, 3, 9, 4, 9, 9, 4, 9, 3, 9, 9, 1, 4, 9, 9, 6, 6, 9, 8], [4, 9, 4, 8, 6, 6, 6, 6, 1, 4, 9, 9, 9, 8, 4, 9, 9, 4, 8, 9, 9, 9, 4, 1, 6, 6, 6, 6, 8, 4], [4, 9, 4, 8, 6, 6, 6, 6, 1, 4, 9, 9, 9, 8, 4, 9, 9, 4, 8, 9, 9, 9, 4, 1, 6, 6, 6, 6, 8, 4], [9, 9, 8, 9, 6, 6, 9, 9, 4, 1, 9, 9, 3, 9, 4, 9, 9, 4, 9, 3, 9, 9, 1, 4, 9, 9, 6, 6, 9, 8], [1, 1, 9, 9, 6, 9, 1, 9, 9, 9, 1, 4, 4, 4, 4, 3, 3, 4, 4, 4, 4, 1, 9, 9, 9, 1, 9, 6, 9, 9], [1, 1, 9, 4, 6, 9, 9, 1, 9, 9, 4, 1, 9, 9, 8, 4, 4, 8, 9, 9, 1, 4, 9, 9, 1, 9, 9, 6, 4, 9], [6, 6, 2, 1, 4, 9, 9, 8, 9, 3, 4, 9, 8, 3, 8, 8, 8, 8, 3, 8, 9, 7, 7, 7, 7, 7, 7, 7, 7, 2], [6, 6, 6, 3, 9, 9, 8, 4, 8, 9, 4, 9, 3, 6, 8, 8, 8, 8, 6, 3, 9, 7, 7, 7, 7, 7, 7, 7, 7, 6], [2, 6, 2, 3, 1, 1, 9, 9, 4, 4, 4, 8, 8, 8, 6, 3, 3, 6, 8, 8, 8, 7, 7, 7, 7, 7, 7, 7, 7, 2], [1, 3, 3, 2, 1, 1, 9, 4, 9, 9, 3, 4, 8, 8, 3, 8, 8, 3, 8, 8, 4, 7, 7, 7, 7, 7, 7, 7, 7, 3], [8, 1, 8, 9, 9, 9, 5, 2, 4, 9, 4, 8, 1, 9, 9, 6, 6, 9, 9, 1, 8, 7, 7, 7, 7, 7, 7, 7, 7, 8], [1, 1, 9, 8, 9, 9, 5, 9, 9, 9, 8, 9, 9, 1, 9, 6, 6, 9, 1, 9, 9, 7, 7, 7, 7, 7, 7, 7, 7, 9], [8, 9, 1, 1, 5, 5, 9, 2, 1, 1, 9, 9, 9, 9, 6, 6, 6, 6, 9, 9, 9, 9, 1, 1, 2, 9, 5, 5, 1, 1], [9, 8, 1, 8, 2, 9, 5, 9, 1, 1, 9, 4, 6, 6, 6, 6, 6, 6, 6, 6, 4, 9, 1, 1, 9, 5, 9, 2, 8, 1], [9, 9, 5, 2, 2, 6, 4, 6, 2, 3, 3, 1, 4, 9, 9, 8, 8, 9, 9, 4, 1, 3, 3, 2, 6, 4, 6, 2, 2, 5], [9, 9, 5, 9, 6, 6, 6, 4, 3, 2, 6, 2, 9, 9, 8, 4, 4, 8, 9, 9, 2, 6, 2, 3, 4, 6, 6, 6, 9, 5]], "output": [[4, 3, 9, 8, 9, 9, 4, 1], [4, 9, 8, 4, 8, 9, 9, 3], [4, 4, 4, 9, 9, 1, 1, 3], [3, 9, 9, 4, 9, 1, 1, 2], [4, 9, 4, 2, 5, 9, 9, 9], [8, 9, 9, 9, 5, 9, 9, 8]]}, {"input": [[3, 3, 2, 2, 8, 9, 9, 8, 8, 5, 5, 5, 1, 3, 3, 1, 1, 3, 3, 1, 5, 7, 7, 7, 7, 7, 9, 8, 2, 2], [1, 1, 2, 1, 9, 8, 8, 9, 5, 2, 5, 5, 3, 1, 1, 9, 9, 1, 1, 3, 5, 7, 7, 7, 7, 7, 8, 9, 1, 2], [2, 2, 1, 3, 9, 8, 8, 9, 8, 5, 2, 5, 3, 1, 9, 2, 2, 9, 1, 3, 5, 7, 7, 7, 7, 7, 8, 9, 3, 1], [2, 9, 1, 3, 8, 9, 9, 8, 5, 8, 5, 8, 1, 9, 1, 9, 9, 1, 9, 1, 8, 7, 7, 7, 7, 7, 9, 8, 3, 1], [8, 3, 8, 1, 3, 3, 1, 2, 1, 3, 3, 1, 9, 4, 9, 8, 8, 9, 4, 9, 1, 7, 7, 7, 7, 7, 3, 3, 1, 8], [3, 8, 3, 8, 1, 1, 2, 2, 3, 1, 1, 9, 2, 8, 8, 9, 9, 8, 8, 2, 9, 7, 7, 7, 7, 7, 1, 1, 8, 3], [8, 3, 8, 3, 9, 2, 1, 3, 3, 1, 9, 1, 9, 9, 8, 4, 4, 8, 9, 9, 1, 7, 7, 7, 7, 7, 2, 9, 3, 8], [1, 8, 3, 8, 2, 2, 1, 3, 1, 9, 2, 9, 9, 9, 2, 9, 9, 2, 9, 9, 9, 2, 9, 1, 3, 1, 2, 2, 8, 3], [8, 5, 8, 5, 1, 3, 3, 1, 3, 2, 6, 2, 9, 9, 6, 9, 9, 6, 9, 9, 2, 6, 2, 3, 1, 3, 3, 1, 5, 8], [5, 2, 5, 8, 3, 1, 1, 9, 1, 1, 2, 2, 9, 9, 4, 6, 6, 4, 9, 9, 2, 2, 1, 1, 9, 1, 1, 3, 8, 5], [5, 5, 2, 5, 3, 1, 9, 2, 6, 3, 1, 2, 6, 4, 9, 9, 9, 9, 4, 6, 2, 1, 3, 6, 2, 9, 1, 3, 5, 2], [5, 5, 5, 8, 1, 9, 1, 9, 3, 6, 1, 3, 9, 6, 9, 9, 9, 9, 6, 9, 3, 1, 6, 3, 9, 1, 9, 1, 8, 5], [1, 3, 3, 1, 9, 2, 9, 9, 8, 4, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 8, 9, 9, 2, 9, 1, 3], [3, 1, 1, 9, 4, 8, 9, 9, 4, 8, 2, 3, 1, 1, 2, 6, 6, 2, 1, 1, 3, 2, 8, 4, 9, 9, 8, 4, 9, 1], [3, 1, 9, 1, 9, 8, 8, 2, 3, 2, 8, 4, 6, 3, 1, 2, 2, 1, 3, 6, 4, 8, 2, 3, 2, 8, 8, 9, 1, 9], [1, 9, 2, 9, 8, 9, 4, 9, 2, 3, 4, 8, 3, 6, 1, 3, 3, 1, 6, 3, 8, 4, 3, 2, 9, 4, 9, 8, 9, 2], [1, 9, 2, 9, 8, 9, 4, 9, 2, 3, 4, 8, 3, 6, 1, 3, 3, 1, 6, 3, 8, 4, 3, 2, 9, 4, 9, 8, 9, 2], [3, 1, 9, 1, 9, 8, 8, 2, 3, 2, 8, 4, 6, 3, 1, 2, 2, 1, 3, 6, 4, 8, 2, 3, 2, 8, 8, 9, 1, 9], [3, 1, 1, 9, 4, 8, 9, 9, 4, 8, 2, 3, 1, 1, 2, 6, 6, 2, 1, 1, 3, 2, 8, 4, 9, 9, 8, 4, 9, 1], [1, 3, 3, 1, 9, 2, 9, 9, 8, 4, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 8, 9, 9, 2, 9, 1, 3], [5, 5, 5, 8, 1, 9, 1, 9, 3, 6, 1, 3, 9, 6, 9, 9, 9, 9, 6, 9, 3, 1, 6, 3, 9, 1, 9, 1, 8, 5], [5, 5, 2, 5, 3, 1, 9, 2, 6, 3, 1, 2, 6, 4, 9, 9, 9, 9, 4, 6, 2, 1, 3, 6, 2, 9, 1, 3, 5, 2], [5, 2, 5, 8, 3, 1, 1, 9, 1, 1, 2, 2, 9, 9, 4, 6, 6, 4, 9, 9, 2, 2, 1, 1, 9, 1, 1, 3, 8, 5], [8, 5, 8, 5, 1, 3, 3, 1, 3, 2, 6, 2, 9, 9, 6, 9, 9, 6, 9, 9, 2, 6, 2, 3, 1, 3, 3, 1, 5, 8], [1, 8, 3, 8, 2, 2, 1, 3, 1, 9, 2, 9, 9, 9, 2, 9, 9, 2, 9, 9, 9, 2, 9, 1, 3, 1, 2, 2, 8, 3], [8, 3, 8, 3, 9, 2, 1, 3, 3, 1, 9, 1, 9, 9, 8, 4, 4, 8, 9, 9, 1, 9, 1, 3, 3, 1, 2, 9, 3, 8], [3, 8, 3, 8, 1, 1, 2, 2, 3, 1, 1, 9, 2, 8, 8, 9, 9, 8, 8, 2, 9, 1, 1, 3, 2, 2, 1, 1, 8, 3], [8, 3, 8, 1, 3, 3, 1, 2, 1, 3, 3, 1, 9, 4, 9, 8, 8, 9, 4, 9, 1, 3, 3, 1, 2, 1, 3, 3, 1, 8], [2, 9, 1, 3, 8, 9, 9, 8, 5, 8, 5, 8, 1, 9, 1, 9, 9, 1, 9, 1, 8, 5, 8, 5, 8, 9, 9, 8, 3, 1], [2, 2, 1, 3, 9, 8, 8, 9, 8, 5, 2, 5, 3, 1, 9, 2, 2, 9, 1, 3, 5, 2, 5, 8, 9, 8, 8, 9, 3, 1]], "output": [[5, 5, 8, 8, 9], [5, 2, 5, 9, 8], [2, 5, 8, 9, 8], [5, 8, 5, 8, 9], [3, 3, 1, 2, 1], [1, 1, 3, 2, 2], [9, 1, 3, 3, 1]]}, {"input": [[4, 3, 3, 8, 8, 8, 4, 4, 2, 3, 8, 2, 6, 2, 2, 6, 6, 2, 2, 6, 2, 8, 3, 2, 4, 4, 8, 8, 8, 3], [4, 3, 8, 8, 8, 8, 4, 4, 3, 8, 2, 8, 9, 6, 6, 6, 6, 6, 6, 9, 8, 2, 8, 3, 4, 4, 8, 8, 8, 8], [8, 8, 3, 3, 4, 4, 8, 8, 3, 8, 8, 3, 2, 6, 9, 6, 6, 9, 6, 2, 3, 8, 8, 3, 8, 8, 4, 4, 3, 3], [8, 3, 4, 4, 4, 4, 8, 8, 8, 3, 3, 2, 6, 6, 2, 9, 9, 2, 6, 6, 2, 3, 3, 8, 8, 8, 4, 4, 4, 4], [5, 9, 4, 4, 4, 3, 8, 8, 6, 9, 2, 6, 6, 2, 9, 8, 8, 9, 2, 6, 6, 2, 9, 6, 8, 8, 3, 4, 4, 4], [9, 5, 5, 4, 4, 3, 8, 3, 2, 6, 6, 6, 8, 6, 8, 9, 9, 8, 6, 8, 6, 6, 6, 2, 3, 8, 3, 4, 4, 5], [4, 5, 5, 9, 3, 8, 3, 3, 2, 6, 9, 2, 8, 6, 6, 2, 2, 6, 6, 8, 2, 9, 6, 2, 3, 3, 8, 3, 9, 5], [4, 4, 9, 5, 8, 8, 4, 4, 6, 6, 6, 9, 6, 8, 8, 6, 6, 8, 8, 6, 9, 6, 6, 6, 4, 4, 8, 8, 5, 9], [2, 3, 3, 8, 6, 2, 2, 6, 9, 9, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 9, 9, 6, 2, 2, 6, 8, 3], [3, 8, 8, 3, 9, 6, 6, 6, 9, 5, 8, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 5, 9, 6, 6, 6, 9, 3, 8], [8, 2, 8, 3, 2, 6, 9, 6, 4, 8, 5, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 5, 8, 4, 6, 9, 6, 2, 3, 8], [2, 8, 3, 2, 6, 6, 2, 9, 8, 4, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 4, 8, 9, 2, 6, 6, 2, 3], [6, 9, 2, 6, 6, 8, 8, 6, 9, 9, 9, 6, 9, 9, 9, 8, 8, 9, 9, 9, 6, 9, 9, 9, 6, 8, 8, 6, 6, 2], [2, 6, 6, 6, 2, 6, 6, 8, 9, 9, 9, 9, 9, 5, 8, 8, 8, 8, 5, 9, 9, 9, 9, 9, 8, 6, 6, 2, 6, 6], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 4, 8, 5, 9, 9, 5, 8, 4, 9, 9, 9, 9, 8, 6, 8, 9, 2, 9], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 8, 4, 9, 9, 9, 9, 4, 8, 9, 9, 9, 6, 6, 2, 9, 8, 9, 6], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 8, 4, 9, 9, 9, 9, 4, 8, 9, 9, 9, 6, 6, 2, 9, 8, 9, 6], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 4, 8, 5, 9, 9, 5, 8, 4, 9, 9, 9, 9, 8, 6, 8, 9, 2, 9], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 5, 8, 8, 8, 8, 5, 9, 9, 9, 9, 9, 8, 6, 6, 2, 6, 6], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 6, 9, 9, 9, 8, 8, 9, 9, 9, 6, 9, 9, 9, 6, 8, 8, 6, 6, 2], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 4, 8, 9, 2, 6, 6, 2, 3], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 5, 8, 4, 6, 9, 6, 2, 3, 8], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 5, 9, 6, 6, 6, 9, 3, 8], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 9, 9, 6, 2, 2, 6, 8, 3], [4, 4, 9, 5, 8, 8, 4, 4, 6, 6, 6, 9, 6, 8, 8, 6, 6, 8, 8, 6, 9, 6, 6, 6, 4, 4, 8, 8, 5, 9], [4, 5, 5, 9, 3, 8, 3, 3, 2, 6, 9, 2, 8, 6, 6, 2, 2, 6, 6, 8, 2, 9, 6, 2, 3, 3, 8, 3, 9, 5], [9, 5, 5, 4, 4, 3, 8, 3, 2, 6, 6, 6, 8, 6, 8, 9, 9, 8, 6, 8, 6, 6, 6, 2, 3, 8, 3, 4, 4, 5], [5, 9, 4, 4, 4, 3, 8, 8, 6, 9, 2, 6, 6, 2, 9, 8, 8, 9, 2, 6, 6, 2, 9, 6, 8, 8, 3, 4, 4, 4], [8, 3, 4, 4, 4, 4, 8, 8, 8, 3, 3, 2, 6, 6, 2, 9, 9, 2, 6, 6, 2, 3, 3, 8, 8, 8, 4, 4, 4, 4], [8, 8, 3, 3, 4, 4, 8, 8, 3, 8, 8, 3, 2, 6, 9, 6, 6, 9, 6, 2, 3, 8, 8, 3, 8, 8, 4, 4, 3, 3]], "output": [[2, 6, 9, 2, 9, 8, 6, 8, 9, 9], [6, 6, 6, 9, 8, 9, 2, 6, 6, 9], [6, 6, 6, 9, 8, 9, 2, 6, 6, 9], [2, 6, 9, 2, 9, 8, 6, 8, 9, 9], [2, 6, 6, 6, 2, 6, 6, 8, 9, 9], [6, 9, 2, 6, 6, 8, 8, 6, 9, 9], [2, 8, 3, 2, 6, 6, 2, 9, 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4, 3, 4, 7, 5, 5, 7], [1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1], [2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2], [3, 1, 1, 1, 1, 1, 1, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3], [4, 2, 1, 1, 1, 1, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 1, 1, 1, 1, 1, 2, 2, 4], [5, 3, 1, 1, 1, 1, 1, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 1, 1, 1, 1, 1, 3, 3, 5], [6, 4, 1, 1, 1, 1, 1, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 1, 1, 1, 1, 1, 4, 4, 6], [7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7]], "output": [[7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7], [1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1], [2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2], [3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3], [4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4], [5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5], [6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6], [7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7], [1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1], [2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2], [3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3], [4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4], [5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5], [6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6], [7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7], [1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1, 5, 4, 5, 1, 6, 6, 1], [2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2, 6, 5, 6, 2, 7, 7, 2], [3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3, 7, 6, 7, 3, 1, 1, 3], [4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4, 1, 7, 1, 4, 2, 2, 4], [5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5, 2, 1, 2, 5, 3, 3, 5], [6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6, 3, 2, 3, 6, 4, 4, 6], [7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7, 4, 3, 4, 7, 5, 5, 7]]}, {"input": [[7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7], [8, 5, 4, 5, 8, 5, 4, 5, 8, 5, 4, 5, 8, 5, 4, 5, 8, 5, 4, 5, 8, 5, 4, 5, 8], [1, 6, 5, 6, 1, 6, 5, 6, 1, 6, 5, 6, 1, 6, 5, 6, 1, 6, 5, 6, 1, 6, 5, 6, 1], [2, 7, 6, 7, 2, 7, 6, 7, 2, 7, 6, 7, 2, 7, 6, 7, 2, 7, 6, 7, 2, 7, 6, 7, 2], [3, 8, 7, 8, 3, 8, 7, 8, 3, 8, 7, 8, 3, 8, 7, 8, 3, 8, 7, 8, 3, 8, 7, 8, 3], [4, 1, 8, 1, 4, 1, 8, 1, 4, 1, 8, 1, 4, 1, 8, 1, 4, 1, 8, 1, 4, 1, 8, 1, 4], [5, 2, 1, 2, 5, 2, 1, 2, 5, 2, 1, 2, 5, 2, 1, 2, 5, 2, 1, 2, 5, 2, 1, 2, 5], [6, 3, 2, 3, 6, 3, 2, 3, 6, 3, 2, 3, 6, 3, 2, 3, 6, 3, 2, 3, 6, 3, 2, 3, 6], [7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7, 4, 3, 4, 7], [8, 5, 4, 5, 8, 5, 4, 5, 8, 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[1, 7, 1, 6, 7, 5, 8, 6, 6, 3, 3, 8, 8, 3, 3, 6, 6, 8, 5, 7, 6, 1, 7, 1], [7, 1, 5, 7, 1, 7, 5, 8, 8, 5, 3, 6, 6, 3, 5, 8, 8, 5, 7, 1, 7, 5, 1, 7], [6, 9, 4, 4, 6, 4, 7, 5, 4, 6, 6, 1, 1, 6, 6, 4, 5, 7, 4, 6, 4, 4, 9, 6], [4, 9, 6, 4, 6, 6, 1, 7, 6, 7, 6, 6, 6, 6, 7, 6, 7, 1, 6, 6, 4, 6, 9, 4], [1, 4, 5, 1, 4, 4, 7, 6, 7, 5, 7, 6, 6, 7, 5, 7, 6, 7, 4, 4, 1, 5, 4, 1], [4, 4, 6, 5, 6, 4, 5, 1, 6, 7, 6, 4, 4, 6, 7, 6, 1, 5, 4, 6, 5, 6, 4, 4], [5, 4, 4, 4, 9, 9, 1, 7, 1, 6, 7, 5, 5, 7, 6, 1, 7, 1, 9, 9, 4, 4, 4, 5], [9, 5, 4, 1, 4, 6, 7, 1, 5, 7, 1, 7, 7, 1, 7, 5, 1, 7, 6, 4, 1, 4, 5, 9]], "output": [[9, 5, 4, 1, 4, 6, 7, 1, 5, 7, 1, 7, 7, 1, 7, 5, 1, 7, 6, 4, 1, 4, 5, 9], [5, 4, 4, 4, 9, 9, 1, 7, 1, 6, 7, 5, 5, 7, 6, 1, 7, 1, 9, 9, 4, 4, 4, 5], [4, 4, 6, 5, 6, 4, 5, 1, 6, 7, 6, 4, 4, 6, 7, 6, 1, 5, 4, 6, 5, 6, 4, 4], [1, 4, 5, 1, 4, 4, 7, 6, 7, 5, 7, 6, 6, 7, 5, 7, 6, 7, 4, 4, 1, 5, 4, 1], [4, 9, 6, 4, 6, 6, 1, 7, 6, 7, 6, 6, 6, 6, 7, 6, 7, 1, 6, 6, 4, 6, 9, 4], [6, 9, 4, 4, 6, 4, 7, 5, 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4, 9, 6], [4, 9, 6, 4, 6, 6, 1, 7, 6, 7, 6, 6, 6, 6, 7, 6, 7, 1, 6, 6, 4, 6, 9, 4], [1, 4, 5, 1, 4, 4, 7, 6, 7, 5, 7, 6, 6, 7, 5, 7, 6, 7, 4, 4, 1, 5, 4, 1], [4, 4, 6, 5, 6, 4, 5, 1, 6, 7, 6, 4, 4, 6, 7, 6, 1, 5, 4, 6, 5, 6, 4, 4], [5, 4, 4, 4, 9, 9, 1, 7, 1, 6, 7, 5, 5, 7, 6, 1, 7, 1, 9, 9, 4, 4, 4, 5], [9, 5, 4, 1, 4, 6, 7, 1, 5, 7, 1, 7, 7, 1, 7, 5, 1, 7, 6, 4, 1, 4, 5, 9]]}, {"input": [[7, 9, 5, 5, 3, 5, 6, 9, 9, 9, 5, 6, 6, 5, 9, 9, 9, 6, 5, 3, 5, 5, 9, 7], [9, 7, 5, 1, 5, 3, 9, 3, 8, 6, 6, 2, 2, 2, 6, 8, 3, 9, 3, 5, 1, 5, 7, 9], [5, 5, 1, 3, 9, 3, 9, 8, 9, 5, 3, 2, 2, 2, 5, 9, 8, 9, 3, 9, 3, 1, 5, 5], [5, 1, 3, 7, 9, 9, 9, 6, 5, 9, 6, 2, 2, 2, 9, 5, 6, 9, 9, 9, 7, 3, 1, 5], [2, 2, 2, 2, 2, 9, 5, 6, 3, 6, 3, 2, 2, 2, 6, 3, 6, 5, 9, 3, 9, 9, 5, 3], [2, 2, 2, 2, 2, 3, 6, 6, 3, 9, 8, 2, 2, 2, 9, 3, 6, 6, 3, 9, 9, 3, 3, 5], [2, 2, 2, 2, 2, 6, 9, 7, 9, 9, 4, 2, 2, 2, 9, 9, 7, 9, 6, 5, 9, 9, 9, 6], [2, 2, 2, 2, 2, 6, 7, 9, 9, 1, 1, 4, 4, 1, 1, 9, 9, 7, 6, 6, 6, 8, 3, 9], [2, 2, 2, 2, 2, 3, 9, 9, 1, 7, 4, 3, 3, 4, 7, 1, 9, 9, 3, 3, 5, 9, 8, 9], [2, 2, 2, 2, 2, 9, 9, 1, 7, 1, 9, 7, 7, 9, 1, 7, 2, 2, 2, 2, 9, 5, 6, 9], [5, 6, 3, 6, 3, 8, 4, 1, 4, 9, 3, 9, 9, 3, 9, 4, 2, 2, 2, 2, 6, 3, 6, 5], [6, 6, 3, 9, 8, 9, 4, 4, 3, 7, 9, 7, 7, 9, 7, 3, 2, 2, 2, 2, 9, 3, 6, 6], [6, 6, 3, 9, 8, 9, 4, 4, 3, 7, 9, 7, 7, 9, 7, 3, 2, 2, 2, 2, 9, 3, 6, 6], [5, 6, 3, 6, 3, 8, 2, 2, 2, 2, 2, 2, 9, 3, 9, 4, 2, 2, 2, 2, 6, 3, 6, 5], [9, 6, 5, 9, 6, 9, 2, 2, 2, 2, 2, 2, 7, 9, 1, 7, 2, 2, 2, 2, 9, 5, 6, 9], [9, 8, 9, 5, 3, 3, 2, 2, 2, 2, 2, 2, 3, 4, 7, 1, 9, 9, 3, 3, 5, 9, 8, 9], [9, 3, 8, 6, 6, 6, 2, 2, 2, 2, 2, 2, 4, 1, 1, 9, 9, 7, 6, 6, 6, 8, 3, 9], [6, 9, 9, 9, 5, 6, 9, 7, 9, 9, 4, 4, 4, 4, 9, 9, 7, 9, 6, 5, 9, 9, 9, 6], [5, 3, 3, 9, 9, 3, 6, 6, 3, 9, 8, 9, 9, 8, 9, 3, 6, 6, 3, 9, 9, 3, 3, 5], [3, 5, 9, 9, 3, 9, 5, 6, 3, 6, 3, 8, 8, 3, 6, 3, 6, 5, 9, 3, 9, 9, 5, 3], [5, 1, 3, 7, 9, 9, 9, 6, 5, 9, 6, 9, 9, 6, 9, 5, 6, 9, 9, 9, 7, 3, 1, 5], [5, 5, 1, 3, 9, 3, 9, 8, 9, 5, 3, 3, 3, 3, 5, 9, 8, 9, 3, 9, 3, 1, 5, 5], [9, 7, 5, 1, 5, 3, 9, 3, 8, 6, 6, 6, 6, 6, 6, 8, 3, 9, 3, 5, 1, 5, 7, 9], [7, 9, 5, 5, 3, 5, 6, 9, 9, 9, 5, 6, 6, 5, 9, 9, 9, 6, 5, 3, 5, 5, 9, 7]], "output": [[7, 9, 5, 5, 3, 5, 6, 9, 9, 9, 5, 6, 6, 5, 9, 9, 9, 6, 5, 3, 5, 5, 9, 7], [9, 7, 5, 1, 5, 3, 9, 3, 8, 6, 6, 6, 6, 6, 6, 8, 3, 9, 3, 5, 1, 5, 7, 9], [5, 5, 1, 3, 9, 3, 9, 8, 9, 5, 3, 3, 3, 3, 5, 9, 8, 9, 3, 9, 3, 1, 5, 5], [5, 1, 3, 7, 9, 9, 9, 6, 5, 9, 6, 9, 9, 6, 9, 5, 6, 9, 9, 9, 7, 3, 1, 5], [3, 5, 9, 9, 3, 9, 5, 6, 3, 6, 3, 8, 8, 3, 6, 3, 6, 5, 9, 3, 9, 9, 5, 3], [5, 3, 3, 9, 9, 3, 6, 6, 3, 9, 8, 9, 9, 8, 9, 3, 6, 6, 3, 9, 9, 3, 3, 5], [6, 9, 9, 9, 5, 6, 9, 7, 9, 9, 4, 4, 4, 4, 9, 9, 7, 9, 6, 5, 9, 9, 9, 6], [9, 3, 8, 6, 6, 6, 7, 9, 9, 1, 1, 4, 4, 1, 1, 9, 9, 7, 6, 6, 6, 8, 3, 9], [9, 8, 9, 5, 3, 3, 9, 9, 1, 7, 4, 3, 3, 4, 7, 1, 9, 9, 3, 3, 5, 9, 8, 9], [9, 6, 5, 9, 6, 9, 9, 1, 7, 1, 9, 7, 7, 9, 1, 7, 1, 9, 9, 6, 9, 5, 6, 9], [5, 6, 3, 6, 3, 8, 4, 1, 4, 9, 3, 9, 9, 3, 9, 4, 1, 4, 8, 3, 6, 3, 6, 5], [6, 6, 3, 9, 8, 9, 4, 4, 3, 7, 9, 7, 7, 9, 7, 3, 4, 4, 9, 8, 9, 3, 6, 6], [6, 6, 3, 9, 8, 9, 4, 4, 3, 7, 9, 7, 7, 9, 7, 3, 4, 4, 9, 8, 9, 3, 6, 6], [5, 6, 3, 6, 3, 8, 4, 1, 4, 9, 3, 9, 9, 3, 9, 4, 1, 4, 8, 3, 6, 3, 6, 5], [9, 6, 5, 9, 6, 9, 9, 1, 7, 1, 9, 7, 7, 9, 1, 7, 1, 9, 9, 6, 9, 5, 6, 9], [9, 8, 9, 5, 3, 3, 9, 9, 1, 7, 4, 3, 3, 4, 7, 1, 9, 9, 3, 3, 5, 9, 8, 9], [9, 3, 8, 6, 6, 6, 7, 9, 9, 1, 1, 4, 4, 1, 1, 9, 9, 7, 6, 6, 6, 8, 3, 9], [6, 9, 9, 9, 5, 6, 9, 7, 9, 9, 4, 4, 4, 4, 9, 9, 7, 9, 6, 5, 9, 9, 9, 6], [5, 3, 3, 9, 9, 3, 6, 6, 3, 9, 8, 9, 9, 8, 9, 3, 6, 6, 3, 9, 9, 3, 3, 5], [3, 5, 9, 9, 3, 9, 5, 6, 3, 6, 3, 8, 8, 3, 6, 3, 6, 5, 9, 3, 9, 9, 5, 3], [5, 1, 3, 7, 9, 9, 9, 6, 5, 9, 6, 9, 9, 6, 9, 5, 6, 9, 9, 9, 7, 3, 1, 5], [5, 5, 1, 3, 9, 3, 9, 8, 9, 5, 3, 3, 3, 3, 5, 9, 8, 9, 3, 9, 3, 1, 5, 5], [9, 7, 5, 1, 5, 3, 9, 3, 8, 6, 6, 6, 6, 6, 6, 8, 3, 9, 3, 5, 1, 5, 7, 9], [7, 9, 5, 5, 3, 5, 6, 9, 9, 9, 5, 6, 6, 5, 9, 9, 9, 6, 5, 3, 5, 5, 9, 7]]}, {"input": [[5, 9, 8, 6, 6, 5, 9, 5, 6, 6, 9, 9, 9, 9, 6, 6, 5, 9, 5, 6, 6, 8, 9, 5], [9, 5, 8, 5, 5, 5, 5, 1, 4, 6, 9, 6, 6, 9, 6, 4, 1, 5, 5, 5, 5, 8, 5, 9], [8, 8, 3, 3, 6, 8, 6, 4, 5, 9, 2, 2, 2, 2, 2, 5, 4, 6, 8, 6, 3, 3, 8, 8], [6, 5, 3, 3, 9, 6, 6, 6, 9, 5, 2, 2, 2, 2, 2, 9, 6, 6, 6, 9, 3, 3, 5, 6], [6, 5, 6, 9, 9, 9, 9, 9, 9, 5, 6, 6, 6, 6, 5, 9, 9, 9, 9, 9, 9, 6, 5, 6], [5, 5, 8, 6, 9, 9, 9, 6, 1, 9, 6, 6, 6, 6, 9, 1, 6, 9, 9, 9, 6, 8, 5, 5], [9, 5, 6, 6, 9, 9, 8, 7, 6, 6, 4, 7, 7, 4, 6, 6, 7, 8, 9, 9, 6, 6, 5, 9], [5, 1, 4, 6, 9, 6, 7, 4, 7, 4, 4, 8, 8, 4, 4, 7, 4, 7, 6, 9, 6, 4, 1, 5], [6, 4, 5, 9, 9, 1, 6, 7, 6, 8, 6, 8, 8, 6, 8, 6, 7, 6, 1, 9, 9, 5, 4, 6], [6, 6, 9, 5, 5, 9, 6, 4, 8, 6, 6, 6, 6, 6, 6, 8, 4, 6, 9, 5, 5, 9, 6, 6], [9, 9, 9, 5, 6, 6, 4, 4, 6, 6, 4, 6, 6, 2, 2, 2, 2, 2, 6, 6, 5, 9, 9, 9], [9, 6, 1, 9, 6, 6, 7, 8, 8, 6, 6, 1, 1, 2, 2, 2, 2, 2, 6, 6, 9, 1, 6, 9], [9, 6, 1, 9, 6, 6, 7, 8, 8, 6, 6, 1, 1, 2, 2, 2, 2, 2, 6, 6, 9, 1, 6, 9], [9, 9, 9, 5, 6, 6, 4, 4, 6, 6, 4, 6, 6, 2, 2, 2, 2, 2, 6, 6, 5, 9, 9, 9], [6, 6, 9, 5, 5, 9, 6, 4, 8, 6, 6, 6, 6, 2, 2, 2, 2, 2, 9, 5, 5, 9, 6, 6], [6, 4, 5, 9, 9, 1, 6, 7, 6, 8, 6, 8, 8, 6, 8, 6, 7, 6, 1, 9, 9, 5, 4, 6], [5, 1, 4, 6, 9, 6, 7, 4, 7, 4, 4, 8, 8, 4, 4, 7, 4, 7, 6, 9, 6, 4, 1, 5], [9, 5, 6, 6, 9, 9, 8, 7, 6, 6, 4, 7, 7, 4, 6, 6, 7, 8, 9, 9, 6, 6, 5, 9], [5, 5, 8, 6, 9, 9, 9, 6, 1, 9, 6, 6, 6, 6, 9, 1, 6, 9, 9, 9, 6, 8, 5, 5], [6, 5, 6, 9, 9, 9, 9, 9, 9, 5, 6, 6, 6, 6, 5, 9, 9, 9, 9, 9, 9, 6, 5, 6], [6, 5, 3, 3, 9, 6, 6, 6, 9, 5, 5, 9, 9, 5, 5, 9, 6, 6, 6, 9, 3, 3, 5, 6], [8, 8, 3, 3, 6, 8, 6, 4, 5, 9, 9, 1, 1, 9, 9, 5, 4, 6, 8, 6, 3, 3, 8, 8], [9, 5, 8, 5, 5, 5, 5, 1, 4, 6, 9, 6, 6, 9, 6, 4, 1, 5, 5, 5, 5, 8, 5, 9], [5, 9, 8, 6, 6, 5, 9, 5, 6, 6, 9, 9, 9, 9, 6, 6, 5, 9, 5, 6, 6, 8, 9, 5]], "output": [[5, 9, 8, 6, 6, 5, 9, 5, 6, 6, 9, 9, 9, 9, 6, 6, 5, 9, 5, 6, 6, 8, 9, 5], [9, 5, 8, 5, 5, 5, 5, 1, 4, 6, 9, 6, 6, 9, 6, 4, 1, 5, 5, 5, 5, 8, 5, 9], [8, 8, 3, 3, 6, 8, 6, 4, 5, 9, 9, 1, 1, 9, 9, 5, 4, 6, 8, 6, 3, 3, 8, 8], [6, 5, 3, 3, 9, 6, 6, 6, 9, 5, 5, 9, 9, 5, 5, 9, 6, 6, 6, 9, 3, 3, 5, 6], [6, 5, 6, 9, 9, 9, 9, 9, 9, 5, 6, 6, 6, 6, 5, 9, 9, 9, 9, 9, 9, 6, 5, 6], [5, 5, 8, 6, 9, 9, 9, 6, 1, 9, 6, 6, 6, 6, 9, 1, 6, 9, 9, 9, 6, 8, 5, 5], [9, 5, 6, 6, 9, 9, 8, 7, 6, 6, 4, 7, 7, 4, 6, 6, 7, 8, 9, 9, 6, 6, 5, 9], [5, 1, 4, 6, 9, 6, 7, 4, 7, 4, 4, 8, 8, 4, 4, 7, 4, 7, 6, 9, 6, 4, 1, 5], [6, 4, 5, 9, 9, 1, 6, 7, 6, 8, 6, 8, 8, 6, 8, 6, 7, 6, 1, 9, 9, 5, 4, 6], [6, 6, 9, 5, 5, 9, 6, 4, 8, 6, 6, 6, 6, 6, 6, 8, 4, 6, 9, 5, 5, 9, 6, 6], [9, 9, 9, 5, 6, 6, 4, 4, 6, 6, 4, 6, 6, 4, 6, 6, 4, 4, 6, 6, 5, 9, 9, 9], [9, 6, 1, 9, 6, 6, 7, 8, 8, 6, 6, 1, 1, 6, 6, 8, 8, 7, 6, 6, 9, 1, 6, 9], [9, 6, 1, 9, 6, 6, 7, 8, 8, 6, 6, 1, 1, 6, 6, 8, 8, 7, 6, 6, 9, 1, 6, 9], [9, 9, 9, 5, 6, 6, 4, 4, 6, 6, 4, 6, 6, 4, 6, 6, 4, 4, 6, 6, 5, 9, 9, 9], [6, 6, 9, 5, 5, 9, 6, 4, 8, 6, 6, 6, 6, 6, 6, 8, 4, 6, 9, 5, 5, 9, 6, 6], [6, 4, 5, 9, 9, 1, 6, 7, 6, 8, 6, 8, 8, 6, 8, 6, 7, 6, 1, 9, 9, 5, 4, 6], [5, 1, 4, 6, 9, 6, 7, 4, 7, 4, 4, 8, 8, 4, 4, 7, 4, 7, 6, 9, 6, 4, 1, 5], [9, 5, 6, 6, 9, 9, 8, 7, 6, 6, 4, 7, 7, 4, 6, 6, 7, 8, 9, 9, 6, 6, 5, 9], [5, 5, 8, 6, 9, 9, 9, 6, 1, 9, 6, 6, 6, 6, 9, 1, 6, 9, 9, 9, 6, 8, 5, 5], [6, 5, 6, 9, 9, 9, 9, 9, 9, 5, 6, 6, 6, 6, 5, 9, 9, 9, 9, 9, 9, 6, 5, 6], [6, 5, 3, 3, 9, 6, 6, 6, 9, 5, 5, 9, 9, 5, 5, 9, 6, 6, 6, 9, 3, 3, 5, 6], [8, 8, 3, 3, 6, 8, 6, 4, 5, 9, 9, 1, 1, 9, 9, 5, 4, 6, 8, 6, 3, 3, 8, 8], [9, 5, 8, 5, 5, 5, 5, 1, 4, 6, 9, 6, 6, 9, 6, 4, 1, 5, 5, 5, 5, 8, 5, 9], [5, 9, 8, 6, 6, 5, 9, 5, 6, 6, 9, 9, 9, 9, 6, 6, 5, 9, 5, 6, 6, 8, 9, 5]]}]}, "e1baa8a4": {"train": [{"input": [[2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [3, 3, 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0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 2, 2, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 4, 4, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], "output": [[3, 3, 3, 3], [3, 0, 0, 3], [3, 0, 0, 3], [3, 3, 3, 3], [2, 2, 2, 2], [2, 0, 0, 2], [2, 0, 0, 2], [2, 2, 2, 2], [1, 1, 1, 1], [1, 0, 0, 1], [1, 0, 0, 1], [1, 1, 1, 1]]}]}}}
\ No newline at end of file
diff --git a/arckit/cli.py b/arckit/cli.py
new file mode 100644
index 0000000..5f147da
--- /dev/null
+++ b/arckit/cli.py
@@ -0,0 +1,29 @@
+import sys
+import argparse
+from .data import load_single
+from .vis import draw_task, output_drawing
+
+def taskprint():
+    if len(sys.argv) < 2:
+        print("Usage: arctask <task_id>")
+        return
+
+    task = load_single(sys.argv[1])
+
+    task.show()
+
+def tasksave():
+    parser = argparse.ArgumentParser(description='Save a task to a image file.')
+    parser.add_argument('task_id', type=str, help='The task id to save. Can either be a task ID or a string e.g. `train0`')
+    parser.add_argument('width', type=int, help='The width of the output image', default=20)
+    parser.add_argument('height', type=int, help='The height of the output image', default=10)
+    parser.add_argument('--output', type=str, help='The output file to save to. Must end in .svg/.pdf/.png. By default, pdf is used.', default=False, required=False)
+    args = parser.parse_args()
+
+    task = load_single(args.task_id)
+
+    drawing = draw_task(task, width=args.width, height=args.height)
+    out_fn = args.output or f'{task.id}_{drawing.width}x{drawing.height}.pdf'
+    print(f'Drawn task {task.id} ({drawing.width}x{drawing.height}), saving to {out_fn}')
+
+    output_drawing(drawing, out_fn)
\ No newline at end of file
diff --git a/arckit/data.py b/arckit/data.py
new file mode 100644
index 0000000..17efe7c
--- /dev/null
+++ b/arckit/data.py
@@ -0,0 +1,286 @@
+from glob import glob
+import json
+import numpy as np
+import os
+import csv
+
+from rich.traceback import install
+install()#(show_locals=True)
+
+from rich import print
+from rich.panel import Panel
+from rich.table import Table
+from rich.text import Text
+
+def idx2chr(idx):
+    return chr(idx + 65)
+
+def fmt_grid(grid, colour=True, spaces=True):
+    grid_str = []
+    if not colour:
+        for row in grid:
+            if spaces == 'gpt':
+                grid_str.append(''.join([' ' + str(x) for x in row]))
+            elif spaces:
+                grid_str.append(' '.join([str(x) for x in row]))
+            else:
+                grid_str.append(''.join([str(x) for x in row]))
+
+        return "\n".join(grid_str)
+    else:
+        if spaces:
+            cmap = dict({i: (str(i) + ' ', f"color({i})") for i in range(10)}, **{str(i): (str(i) + ' ', f"color({i})") for i in range(10)})
+        else:
+            cmap = dict({i: (str(i), f"color({i})") for i in range(10)}, **{str(i): (str(i), f"color({i})") for i in range(10)})
+
+        for row in grid:
+            grid_str += [cmap[digit] for digit in row]
+            grid_str += ["\n"]
+
+        return Text.assemble(*grid_str[:-1])
+
+class Task:
+    def __init__(self, id, train, test, dataset=None):
+        self.dataset = dataset
+        self.id = id
+        self.train = [(np.array(example['input']), np.array(example['output'])) for example in train]
+        self.test = [(np.array(example['input']), np.array(example['output'])) for example in test]
+
+        self.color_count = max
+
+    def __lt__(self, other):
+        return self.id < other.id
+
+    def __hash__(self):
+        return hash(self.id)
+
+    @classmethod
+    def from_json(cls, json_file):
+        with open(json_file) as f:
+            data = json.load(f)
+
+            # train_examples = [(np.array(example['input']), np.array(example['output'])) for example in data['train']]
+            # test_examples = [(np.array(example['input']), np.array(example['output'])) for example in data['test']]
+
+            return cls(os.path.basename(json_file)[:-5], data['train'], data['test'])
+
+    def __repr__(self):
+        return f"<Task-{self.dataset} {self.id} | {len(self.train)} train | {len(self.test)} test>"
+
+    def show(self, answer=False):
+        table = Table(title=repr(self), show_lines=True)
+
+        data = []
+        for i, (input, output) in enumerate(self.train):
+            data += [fmt_grid(input), fmt_grid(output)]
+            ix, iy = input.shape
+            ox, oy = output.shape
+            table.add_column(f"{idx2chr(i)}-in {ix}x{iy}", justify="center", no_wrap=True)
+            table.add_column(f"{idx2chr(i)}-out {ox}x{oy}", justify="center", no_wrap=True)
+
+        data.append('')
+        table.add_column("")
+        for i, (input, output) in enumerate(self.test):
+            table.add_column(f"T{idx2chr(i)}-in", justify="center", header_style="bold", no_wrap=True)
+            if answer:
+                table.add_column(f"T{idx2chr(i)}-out", justify="center", header_style="bold", no_wrap=True)
+                data += [fmt_grid(input), fmt_grid(output)]
+            else:
+                data += [fmt_grid(input)]
+
+        table.add_row(*data)
+        print(table)
+        return table
+
+    def to_dict(self):
+        return {
+            "id": self.id,
+            "train": [{"input": input.tolist(), "output": output.tolist()} for input, output in self.train],
+            "test": [{"input": input.tolist(), "output": output.tolist()} for input, output in self.test]
+        }
+    
+    def dreamcoder_format(self):
+        # TODO: Separate out the train/test data
+        # Currently, dreamcoder gets to search on the train examples too
+        # This is included to keep compatibility with Simon's results, but should be corrected and written about
+        grids = []
+        for inp, out in self.train:
+            grids += [inp, out]
+        for inp, out in self.test:
+            grids += [inp, out]
+        return {"name": self.id, "grids": grids}
+
+    def scoreA(self, output):
+        output = np.array(output).astype(int)
+        if output.shape != self.test[0][1].shape:
+            return False
+        return (output == self.test[0][1]).all()
+
+    def gpt_prompt(self, i_test, mode="chatgpt", include_completion=False, rot90=False, transpose=False, spaces=True):
+        if mode == "chatgpt":
+            prompt = "We are playing a game which involves transforming an input grid of digits into an output grid of digits. In general, digits form objects in 2D and the task is to perform some spatial transformation of these objects to go from the input grid to the output grid. All the information about the transformation is contained within the input pairs themselves, and your answer will only be correct if the output grid is exactly correct, so this is what I expect from you. I will begin by giving you several examples of input-output pairs. You will then be given a new input grid, and you must provide the corresponding output grid.\n"
+        elif mode == "gpt3":
+            # prompt = "We are playing a game which involves transforming an input grid of digits into an output grid of digits. Every below pair of grids contains the same transformation. In general, digits form objects in 2D and the task is to perform some spatial transformation of these objects to go from the input tile to the output tile. One such example of tiles is below.\n"
+            prompt = "We are playing a game which involves transformaing a 2D input grid of digits into an output grid of digits. Every below pair of grids contains the same transformation (e.g. rotation, symmetry, manipulation of objects). Each Input grid is followed by an Output grid which applies the same transformation as previous Input/Output pairs. One such example is below.\n"
+        else:
+            raise ValueError(f"Unknown mode: {mode}")
+
+        i = 1
+        for input, output in self.train:
+            if rot90:
+                input = np.rot90(input)
+                output = np.rot90(output)
+            if transpose:
+                input = np.transpose(input)
+                output = np.transpose(output)
+
+            prompt += f"""Input {i}: 
+{fmt_grid(input, colour=False, spaces=spaces)}
+Output {i}: 
+{fmt_grid(output, colour=False, spaces=spaces)}\n
+"""
+            i += 1
+
+        test_grid = self.test[i_test][0]
+        if rot90:
+            test_grid = np.rot90(test_grid)
+        if transpose:
+            test_grid = np.transpose(test_grid)
+
+        prompt += f"Input {i}:\n"
+        prompt += f"{fmt_grid(test_grid, colour=False, spaces=spaces)}"
+        if mode == "gpt3":
+            prompt += f"\nOutput {i}:"
+        else:
+            prompt += f"\nOutput {i}: (please provide the output grid only)\n"
+
+        if include_completion:
+            if rot90:
+                output = np.rot90(self.test[i_test][1])
+            if transpose:
+                output = np.transpose(self.test[i_test][1])
+            prompt += f"\n{fmt_grid(self.test[i_test][1], colour=False, spaces=spaces)}"
+        return prompt
+
+class TaskSet:
+    def __init__(self, tasks):
+        tasks = sorted(tasks)
+        self.tasks = tasks
+        self.task_dict = {task.id: task for task in tasks}
+
+    def __getitem__(self, item):
+        if isinstance(item, slice):
+            return TaskSet(self.tasks[item])
+        get = self.task_dict.get(item)
+        if get is None:
+            try:
+                return self.tasks[item]
+            except (TypeError, IndexError):
+                raise KeyError(f"Task {item} not found")
+        return get
+
+    def __len__(self):
+        return len(self.tasks)
+
+    def __iter__(self):
+        return iter(self.tasks)
+
+    def __repr__(self):
+        return f"<TaskSet: {len(self.tasks)} tasks>"
+
+    def score_submission(self,fn: str, topn=3, return_correct=False) -> int:
+        """
+        Score a submission file, in Kaggle csv format
+        Two columns: output_id,output
+        """
+        from collections import defaultdict
+        preds = defaultdict(list)
+
+        with open(fn) as f:
+            reader = csv.DictReader(f)
+            for row in reader:
+                task_id, test_num = row['output_id'].split('_')
+                test_num = int(test_num)
+                assert test_num == len(preds[task_id]), f'Predictions must be in order'
+                 # Predictions must be in order
+
+                row_preds = row['output'].strip().split(' ')
+                row_preds = row_preds[:topn] # max 3 preds
+
+                try:
+                    array_preds = []
+                    for p in row_preds:
+                        p = p.strip('|').split('|')
+                        p = [[int(x) for x in row] for row in p]
+                        array_preds.append(np.array(p))
+                except:
+                    raise ValueError(f'Could not parse prediction: {row_preds}')
+
+                preds[task_id].append(array_preds)
+
+        total_score = 0
+        correct = set()
+        for task in self.tasks:
+            test_examples = task.test
+            assert len(test_examples) == len(preds[task.id])
+
+            score = 0
+            for ex, ex_preds in zip(test_examples, preds[task.id]):
+                if any([np.array_equal(ex[1], pred) for pred in ex_preds]):
+                    score += 1
+
+            if score == len(test_examples):
+                total_score += 1
+                correct.add(task.id)
+
+        if return_correct:
+            return total_score, correct
+        else:
+            return total_score
+        
+
+def load_data() -> (TaskSet, TaskSet):
+    data = json.load(open(f"{os.path.dirname(__file__)}/arc1.json"))
+    train_tasks = []
+    eval_tasks = []
+    for id, task in data['train'].items():
+        train_tasks.append(Task(id, task['train'], task['test'], 'train'))
+
+    for id, task in data['eval'].items():
+        eval_tasks.append(Task(id, task['train'], task['test'], 'eval'))
+
+    return TaskSet(train_tasks), TaskSet(eval_tasks)
+
+def load_single(id: str) -> Task:
+    """
+    Load a single task from disk.
+    """
+    data = json.load(open(f"{os.path.dirname(__file__)}/arc1.json"))
+    # task = data['train'][id]
+    # return Task(id, task['train'], task['test'], 'train'
+    if id.startswith('train'):
+        dataset_tasks = sorted(data['train'].items())
+        taskid, task = dataset_tasks[int(id[5:])]
+        return Task(taskid, task['train'], task['test'], 'train')
+    elif id.startswith('eval'):
+        dataset_tasks = sorted(data['eval'].items())
+        taskid, task = dataset_tasks[int(id[4:])]
+        return Task(taskid, task['train'], task['test'], 'eval')
+    elif id in data['train']:
+        task = data['train'][id]
+        return Task(id, task['train'], task['test'], 'train')
+    elif id in data['eval']:
+        task = data['eval'][id]
+        return Task(id, task['train'], task['test'], 'eval')
+    else:
+        raise ValueError(f"Unknown task id: {id}")
+
+if __name__ == "__main__":
+    train_tasks, eval_tasks = load_data()
+    print(train_tasks)
+    print(eval_tasks)
+    print(train_tasks["007bbfb7"])
+    for i in range(10):
+        train_tasks[i].show()
+
+    print(train_tasks["08ed6ac7"].gpt_prompt("gpt3"))
\ No newline at end of file
diff --git a/arckit/vis.py b/arckit/vis.py
new file mode 100644
index 0000000..829e5bf
--- /dev/null
+++ b/arckit/vis.py
@@ -0,0 +1,262 @@
+import drawsvg
+import numpy as np
+import io
+
+cmap = [
+    '#252525', # black
+    '#0074D9', # blue
+    '#FF4136', # red
+    '#37D449', #2ECC40', # green
+    '#FFDC00', # yellow
+    '#E6E6E6', # grey
+    '#F012BE', # pink
+    '#FF871E', # orange
+    '#54D2EB', #7FDBFF', # light blue
+    '#8D1D2C',#870C25', # brown
+    '#FFFFFF'
+        ]
+
+def draw_grid(grid, xmax=10, ymax=10, padding=.5, extra_bottom_padding=0.5, group=False, add_size=True, label='', bordercol='#111111ff'):
+    """
+    Draws a grid, 
+
+    Parameters
+    ----------
+    grid : np.ndarray
+        The grid to draw
+    xmax : float, optional
+        The maximum horizontal size of the drawing, by default 10
+    ymax : float, optional
+        The maximum vertical size of the drawing, by default 10
+    padding : float, optional
+        The padding around the grid, half on each side, by default .5
+    extra_bottom_padding : float, optional
+        Extra padding at the bottom of the drawing, by default 0.5
+        This is used to draw the label
+    group : bool, optional
+        If enabled, return a drawsvg.Group to include within a bigger drawing
+        Otherwise, return a drawsvg.Drawing (default)
+    label : str, optional
+        A label to draw at the bottom left of the drawing, by default ''
+        This does not affect drawing of the size.
+    bordercol : str, optional
+        The colour of the border, by default '#111111ff'
+    """
+    # Size is the total size of the LARGER axis.
+    # With 0.5 cell padding, we consider the grid to be 1 unit larger than the number of cells
+    # padding *= size # padding is proportional
+    
+    gridy, gridx = grid.shape
+    # Calculate cell size based on the two restrictions
+    # The actual cell size is the minimum of the two
+    cellsize_x = xmax / gridx
+    cellsize_y = ymax / gridy
+    cellsize = min(cellsize_x, cellsize_y)
+
+    xsize = gridx * cellsize
+    ysize = gridy * cellsize
+
+    line_thickness = 0.01
+    circle_radius = 0
+    border_width = 0.08
+    lt = line_thickness / 2
+
+    if group:
+        drawing = drawsvg.Group()
+    else:
+        drawing = drawsvg.Drawing(xsize+padding, ysize+padding+extra_bottom_padding, origin=(-0.5*padding, -0.5*padding))
+        drawing.set_pixel_scale(40)
+    # drawing = drawsvg.Group()
+    for j, row in enumerate(grid):
+        for i, cell in enumerate(row):
+            drawing.append(drawsvg.Rectangle(i*cellsize+lt, j*cellsize+lt, cellsize-lt, cellsize-lt, fill=cmap[cell]))
+    
+    # white dot at each vertex
+    if circle_radius > 0:
+        for i in range(1, gridx):
+            for j in range(1, gridy):
+                drawing.append(drawsvg.Circle(i*cellsize, j*cellsize, circle_radius, fill='white'))
+        
+    # Add a border
+    bw = border_width / 3 # slightly more than 2 to avoid white border
+    drawing.append(drawsvg.Rectangle(-bw, -bw, xsize+bw*2, ysize+bw*2, fill='none', stroke=bordercol, stroke_width=border_width))
+
+    # Write size on the bottom right
+    # drawing.append(drawsvg.Text(text=f'{gridx}x{gridy}', x=-0.05, y=-0.25, font_size=padding/4, fill='black', text_anchor='start'))
+    fontsize = (padding/2 + extra_bottom_padding)/2
+    if add_size:
+        drawing.append(drawsvg.Text(text=f'{gridx}x{gridy}', x=xsize, y=ysize+fontsize*1.25+0, font_size=fontsize, fill='black', text_anchor='end', font_family='Anuphan'))
+    if label:
+        drawing.append(drawsvg.Text(text=label, x=-0.1*fontsize, y=ysize+fontsize*1.25+0, font_size=fontsize, fill='black', text_anchor='start', font_family='Anuphan', font_weight='600'))
+    
+    if group:
+        # return group, origin, (xsize, ysize)
+        return drawing, (-0.5*padding, -0.5*padding), (xsize+padding, ysize+padding+extra_bottom_padding)
+    return drawing
+
+def draw_task(task, width=30, height=12, include_test=False, label=True, bordercols=['#111111ff', '#111111ff'], shortdesc=False):
+    """
+    Plot an entire task vertically, fitting the desired dimensions.
+    The output is displayed below the input, with an arrow in between.
+
+    Note that dimensions are a best effort, you should check .width and .height on the output
+    
+    Parameters
+    ----------
+    task : Task
+        The task to plot
+    width : float, optional
+        The desired width of the drawing, by default 30
+    height : float, optional
+        The desired height of the drawing, by default 12
+    include_test : bool, optional
+        If enabled, include the test examples in the plot, by default False
+        If set to 'all', ALSO include the output of the test examples
+    label: bool, default True
+    bordercols: list of str, default None
+    """
+
+    padding = 0.5
+    bonus_padding = 0.25
+    io_gap = 0.4
+    ymax = (height - padding - bonus_padding - io_gap)/2
+
+    if include_test:
+        examples = task.train + task.test
+    else:
+        examples = task.train
+    n_train = len(task.train)
+    paddingless_width = width - padding * len(examples)
+
+    max_widths = np.zeros(len(examples))
+    # If any examples would exceed the height restriction, scale their width down and redistribute the space
+    for i, (input_grid, output_grid) in enumerate(examples):
+        input_grid_ratio = input_grid.shape[1] / input_grid.shape[0]
+        output_grid_ratio = output_grid.shape[1] / output_grid.shape[0]
+        max_ratio = max(input_grid_ratio, output_grid_ratio) # could be min
+        xmax = ymax * max_ratio
+        max_widths[i] = xmax
+
+    # Allocate paddingless width to each example
+    allocation = np.zeros_like(max_widths)
+    increment = 0.01
+    for i in range(int(paddingless_width//increment)):
+        incr = (allocation + increment) <= max_widths
+        allocation[incr] += increment / incr.sum()
+
+    drawlist = []
+    x_ptr = 0
+    y_ptr = 0
+    for i, (input_grid, output_grid) in enumerate(examples):
+        if shortdesc:
+            if i >= n_train:
+                input_label = ''#f'T{i-n_train+1}'
+                output_label = ''#f'T{i-n_train+1}'
+            else:
+                input_label = ''#f'I{i+1}'
+                output_label = ''#f'O{i+1}'
+        else:
+            if i >= n_train:
+                input_label = f'Test {i-n_train+1}'
+                output_label = f'Test {i-n_train+1}'
+            else:
+                input_label = f'Input {i+1}'
+                output_label = f'Output {i+1}'
+
+        # input_label, output_label = '', ''
+
+        input_grid, offset, (input_x, input_y) = draw_grid(input_grid, padding=padding, xmax=allocation[i], ymax=ymax, group=True, label=input_label, extra_bottom_padding=0.5, bordercol=bordercols[0])
+        output_grid, offset, (output_x, output_y) = draw_grid(output_grid, padding=padding, xmax=allocation[i], ymax=ymax, group=True, label=output_label, extra_bottom_padding=0.5, bordercol=bordercols[1])
+
+        drawlist.append(drawsvg.Use(input_grid, x=x_ptr + (allocation[i]+padding-input_x)/2 - offset[0], y=-offset[1]))
+        # drawlist.append(drawsvg.Use(output_grid, x=x_ptr + (allocation[i]+padding-output_x)/2 - offset[0], y=ymax-offset[1]+2))
+        x_ptr += max(input_x, output_x)
+        y_ptr = max(y_ptr, input_y)
+
+    x_ptr = 0
+    y_ptr2 = 0
+    for i, (input_grid, output_grid) in enumerate(examples):
+        if shortdesc:
+            if i >= n_train:
+                input_label = ''#f'T{i-n_train+1}'
+                output_label = ''#f'T{i-n_train+1}'
+            else:
+                input_label = ''#f'I{i+1}'
+                output_label = ''#f'O{i+1}'
+        else:
+            if i >= n_train:
+                input_label = f'Test {i-n_train+1}'
+                output_label = f'Test {i-n_train+1}'
+            else:
+                input_label = f'Input {i+1}'
+                output_label = f'Output {i+1}'
+        # input_label, output_label = '', ''
+
+        input_grid, offset, (input_x, input_y) = draw_grid(input_grid, padding=padding, xmax=allocation[i], ymax=ymax, group=True, label=input_label, extra_bottom_padding=0.5, bordercol=bordercols[0])
+        output_grid, offset, (output_x, output_y) = draw_grid(output_grid, padding=padding, xmax=allocation[i], ymax=ymax, group=True, label=output_label, extra_bottom_padding=0.5, bordercol=bordercols[1])
+                # Down arrow
+        drawlist.append(drawsvg.Line(
+            x_ptr + input_x/2, 
+            y_ptr + padding - 0.6, 
+            x_ptr + input_x/2, 
+            y_ptr + padding + io_gap - 0.6, 
+            stroke_width=0.05, stroke='#888888'))
+        drawlist.append(drawsvg.Line(
+            x_ptr + input_x/2 - 0.15,
+            y_ptr + padding + io_gap - 0.8,
+            x_ptr + input_x/2,
+            y_ptr + padding + io_gap - 0.6,
+            stroke_width=0.05, stroke='#888888'))
+        drawlist.append(drawsvg.Line(
+            x_ptr + input_x/2 + 0.15,
+            y_ptr + padding + io_gap - 0.8,
+            x_ptr + input_x/2,
+            y_ptr + padding + io_gap - 0.6,
+            stroke_width=0.05, stroke='#888888'))
+        
+
+        if i < n_train or include_test == 'all':
+            drawlist.append(drawsvg.Use(output_grid, x=x_ptr + (allocation[i]+padding-output_x)/2 - offset[0], y=y_ptr-offset[1]+io_gap))
+        else:
+            # Add a question mark
+            drawlist.append(drawsvg.Text(
+                '?',
+                x=x_ptr + (allocation[i]+padding)/2,
+                y=y_ptr + output_y/2+bonus_padding,
+                font_size=1,
+                font_family='Anuphan',
+                font_weight='700',
+                fill='#333333',
+                text_anchor='middle',
+                alignment_baseline='middle',
+            ))
+        x_ptr += max(input_x, output_x)
+        y_ptr2 = max(y_ptr2, y_ptr+output_y+io_gap)
+
+    x_ptr = round(x_ptr, 1)
+    y_ptr2 = round(y_ptr2, 1)
+    d = drawsvg.Drawing(x_ptr, y_ptr2+0.2, origin=(0, 0))
+    d.append(drawsvg.Rectangle(0, 0, '100%', '100%', fill='#eeeff6'))
+    d.embed_google_font('Anuphan:wght@400;600;700', text=set(f'Input Output 0123456789x Test Task ABCDEFGHIJ? abcdefghjklmnopqrstuvwxyz ABCDEFGHIJKLMNOPQRSTUVWXYZ'))
+    for item in drawlist:
+        d.append(item)
+
+    fontsize=0.3
+    d.append(drawsvg.Text(f"Task {task.id}", x=x_ptr-0.1, y=y_ptr2+0.1, font_size=fontsize, font_family='Anuphan', font_weight='600', fill='#666666', text_anchor='end', alignment_baseline='bottom'))
+
+    d.set_pixel_scale(40)
+    return d
+
+def output_drawing(d: drawsvg.Drawing, filename: str, context=None):
+    if filename.endswith('.svg'):
+        d.save_svg(filename)
+    elif filename.endswith('.png'):
+        d.save_png(filename)
+    elif filename.endswith('.pdf'):
+        buffer = io.StringIO()
+        d.as_svg(output_file=buffer, context=context)
+
+        import cairosvg
+        cairosvg.svg2pdf(bytestring=buffer.getvalue(), write_to=filename)
+    else:
+        raise ValueError(f'Unknown file extension for {filename}')
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..890c3fc
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,4 @@
+[build-system]
+requires = ["setuptools"]
+build-backend = "setuptools.build_meta"
+
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..dd61b9c
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,31 @@
+[metadata]
+name = arckit
+version = 0.0.4
+author = Mikel Bober-Irizar
+author_email = mikel@mxbi.net
+description = Tools for working with the Abstraction & Reasoning Corpus
+keywords = setuptools
+license = Apache License 2.0
+classifiers =
+    License :: OSI Approved :: Apache Software License
+    Programming Language :: Python :: 3
+    Programming Language :: Python :: 3.7
+
+[options]
+packages = arckit
+zip_safe = True
+include_package_data = True
+python_requires = >=3.7
+install_requires =
+    numpy
+    rich
+    drawsvg
+    # flask~=2.2.2
+
+[options.package_data]
+arctools = arc1.json
+
+[options.entry_points]
+console_scripts = 
+    arctask = arckit.cli:taskprint
+    arcsave = arckit.cli:tasksave
\ No newline at end of file