Test for the color context representation question

Author: cgpotts

hw_colors.ipynb

@@ -394,7 +394,39 @@
     "    f_jkl = ...\n",
     "```\n",
     "and collect these `f_jkl` values in a list of 27 values. Additionally, in Python, [`2j` produces a value with `real` and `imag` attributes](https://docs.python.org/3.7/library/cmath.html). Each element `f_jkl` should have these components. If you concatenate the `real` and `imag` parts of all the `f_jkl`, you will have a 54-dimensional representation, as in the paper. Remember to start with an HSV representation, and with $h$ in $[0, 360]$, $s$ in $[0, 200]$, and $v$ in $[0, 200]$ (or else do the scaling differently). Note that the values in our corpus are in HLS format, [which are easily converted to HSV](https://en.wikipedia.org/wiki/HSL_and_HSV#HSV_to_HSL).\n",
-    "\n"
+    "\n",
+    "The following test seeks to ensure only that the output of your `represent_color_context` will be compatible with the models we are creating:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_represent_color_context(func):\n",
+    "    \"\"\"`func` should be `represent_color_context`\"\"\"\n",
+    "    example = [\n",
+    "        [0.786, 0.58, 0.87],\n",
+    "        [0.689, 0.44, 0.92],\n",
+    "        [0.628, 0.32, 0.81]]\n",
+    "    result = func(example)\n",
+    "    assert len(result) == len(example), \\\n",
+    "        (\"Color context representations need to represent each color \"\n",
+    "         \"separately. (We assume the final color is the target.)\")\n",
+    "    for i, color in enumerate(result):\n",
+    "        assert all(isinstance(x, float) for x in color), \\\n",
+    "            (\"All color representations should be lists of floats. \"\n",
+    "             \"Color {} is {}\".format(i, color))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "test_represent_color_context(represent_color_context)"
    ]
   },
   {