From 4bad13e834710d5b60bc4a9c9b88b19bcddd824a Mon Sep 17 00:00:00 2001
From: Wilson Beebe <wbeebe@uw.edu>
Date: Thu, 30 May 2024 10:41:46 -0700
Subject: [PATCH] Clear notebook outputs

---
 docs/tutorials/loading_data.ipynb | 597 +-----------------------------
 1 file changed, 11 insertions(+), 586 deletions(-)

diff --git a/docs/tutorials/loading_data.ipynb b/docs/tutorials/loading_data.ipynb
index 7df11a9..9b29dac 100644
--- a/docs/tutorials/loading_data.ipynb
+++ b/docs/tutorials/loading_data.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -33,60 +33,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div><strong>Dask DataFrame Structure:</strong></div>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>a</th>\n",
-       "      <th>b</th>\n",
-       "      <th>nested</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>npartitions=1</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>int64</td>\n",
-       "      <td>int64</td>\n",
-       "      <td>nested&lt;c: [int64], d: [int64]&gt;</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<div>Dask Name: nestedframe, 2 expressions</div>"
-      ],
-      "text/plain": [
-       "Dask NestedFrame Structure:\n",
-       "                   a      b                          nested\n",
-       "npartitions=1                                              \n",
-       "0              int64  int64  nested<c: [int64], d: [int64]>\n",
-       "2                ...    ...                             ...\n",
-       "Dask Name: nestedframe, 2 expressions\n",
-       "Expr=MapPartitions(NestedFrame)"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Create a Nested-Pandas NestedFrame\n",
     "nf = npd.NestedFrame(data={\"a\": [1, 2, 3], \"b\": [2, 4, 6]}, index=[0, 1, 2])\n",
@@ -120,97 +69,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Directory /var/folders/d7/c6jq9xpd2pz66frp8d20n2w00000gn/T/tmph8n4is_0/base has the following parquet files ['part.4.parquet', 'part.3.parquet', 'part.2.parquet', 'part.0.parquet', 'part.1.parquet'].\n",
-      "Directory /var/folders/d7/c6jq9xpd2pz66frp8d20n2w00000gn/T/tmph8n4is_0/nested1 has the following parquet files ['part.4.parquet', 'part.3.parquet', 'part.2.parquet', 'part.0.parquet', 'part.1.parquet'].\n",
-      "Directory /var/folders/d7/c6jq9xpd2pz66frp8d20n2w00000gn/T/tmph8n4is_0/nested2 has the following parquet files ['part.4.parquet', 'part.3.parquet', 'part.2.parquet', 'part.0.parquet', 'part.1.parquet'].\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div><strong>Dask DataFrame Structure:</strong></div>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>a</th>\n",
-       "      <th>b</th>\n",
-       "      <th>nested1</th>\n",
-       "      <th>nested2</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>npartitions=5</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "      <th></th>\n",
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-       "      <th></th>\n",
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-       "      <td>float64</td>\n",
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-       "    </tr>\n",
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-       "      <th></th>\n",
-       "      <td>...</td>\n",
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-       "      <th></th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
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-       "      <th></th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<div>Dask Name: getitem-fused-blockwisemerge, 1 expression</div>"
-      ],
-      "text/plain": [
-       "Dask NestedFrame Structure:\n",
-       "                     a        b                                                    nested1                                                    nested2\n",
-       "npartitions=5                                                                                                                                        \n",
-       "               float64  float64  nested<t: [double], flux: [double], band: [large_string]>  nested<t: [double], flux: [double], band: [large_string]>\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "...                ...      ...                                                        ...                                                        ...\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "Dask Name: getitem-fused-blockwisemerge, 1 expression\n",
-       "Expr=FromGraph(73b15af)"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "\n",
     "nf = None\n",
@@ -271,184 +132,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
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-       "      <th>b</th>\n",
-       "      <th>nested1</th>\n",
-       "      <th>nested2</th>\n",
-       "    </tr>\n",
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-       "0  19.353302  34....</td>\n",
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-       "0  18.885416  71....</td>\n",
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-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.714951</td>\n",
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-       "      <td>t       flux band\n",
-       "0  19.353302  34....</td>\n",
-       "      <td>t       flux band\n",
-       "0  9.353898  20.14...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.714951</td>\n",
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-       "0  19.353302  34....</td>\n",
-       "      <td>t       flux band\n",
-       "0  9.162827  80.84...</td>\n",
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-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  18.694918  77....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  13.198498  68....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>283</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t      flux band\n",
-       "0  13.030202  9.20...</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>286</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  14.276824  99....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>298</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  2.894067  56.75...</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>1525 rows × 4 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            a         b                                            nested1  \\\n",
-       "0    0.714951  0.420148             t       flux band\n",
-       "0  19.353302  34....   \n",
-       "0    0.714951  0.420148             t       flux band\n",
-       "0  19.353302  34....   \n",
-       "0    0.714951  0.420148             t       flux band\n",
-       "0  19.353302  34....   \n",
-       "0    0.714951  0.420148             t       flux band\n",
-       "0  19.353302  34....   \n",
-       "0    0.714951  0.420148             t       flux band\n",
-       "0  19.353302  34....   \n",
-       "..        ...       ...                                                ...   \n",
-       "268       NaN       NaN             t       flux band\n",
-       "0  18.694918  77....   \n",
-       "270       NaN       NaN             t       flux band\n",
-       "0  13.198498  68....   \n",
-       "283       NaN       NaN             t      flux band\n",
-       "0  13.030202  9.20...   \n",
-       "286       NaN       NaN             t       flux band\n",
-       "0  14.276824  99....   \n",
-       "298       NaN       NaN            t       flux band\n",
-       "0  2.894067  56.75...   \n",
-       "\n",
-       "                                               nested2  \n",
-       "0              t       flux band\n",
-       "0  6.712161  19.92...  \n",
-       "0               t       flux band\n",
-       "0  18.370752  36....  \n",
-       "0               t       flux band\n",
-       "0  18.885416  71....  \n",
-       "0              t       flux band\n",
-       "0  9.353898  20.14...  \n",
-       "0              t       flux band\n",
-       "0  9.162827  80.84...  \n",
-       "..                                                 ...  \n",
-       "268                                               None  \n",
-       "270                                               None  \n",
-       "283                                               None  \n",
-       "286                                               None  \n",
-       "298                                               None  \n",
-       "\n",
-       "[1525 rows x 4 columns]"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "nf.compute()"
    ]
@@ -470,95 +156,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The NestedFrame was saved to the following directories : ['nested1', 'nested2', 'base']\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div><strong>Dask DataFrame Structure:</strong></div>\n",
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
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-       "      <td>float64</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
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-       "      <th></th>\n",
-       "      <td>...</td>\n",
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-       "      <td>...</td>\n",
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-       "    </tr>\n",
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-       "      <th></th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<div>Dask Name: getitem-fused-blockwisemerge, 1 expression</div>"
-      ],
-      "text/plain": [
-       "Dask NestedFrame Structure:\n",
-       "                     a        b                                                    nested1                                                    nested2\n",
-       "npartitions=5                                                                                                                                        \n",
-       "               float64  float64  nested<t: [double], flux: [double], band: [large_string]>  nested<t: [double], flux: [double], band: [large_string]>\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "...                ...      ...                                                        ...                                                        ...\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "                   ...      ...                                                        ...                                                        ...\n",
-       "Dask Name: getitem-fused-blockwisemerge, 1 expression\n",
-       "Expr=FromGraph(99d16c1)"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "restored_nf = None\n",
     "\n",
@@ -594,184 +194,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
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-       "0    19.353302 ...</td>\n",
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-       "0     6.712161 ...</td>\n",
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-       "      <th>0</th>\n",
-       "      <td>0.714951</td>\n",
-       "      <td>0.420148</td>\n",
-       "      <td>t       flux band\n",
-       "0    19.353302 ...</td>\n",
-       "      <td>t       flux band\n",
-       "0     6.712161 ...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  18.694918  77....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  13.198498  68....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>283</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t      flux band\n",
-       "0  13.030202  9.20...</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>286</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  14.276824  99....</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>298</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>t       flux band\n",
-       "0  2.894067  56.75...</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>1525 rows × 4 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            a         b                                            nested1  \\\n",
-       "0    0.714951  0.420148               t       flux band\n",
-       "0    19.353302 ...   \n",
-       "0    0.714951  0.420148               t       flux band\n",
-       "0    19.353302 ...   \n",
-       "0    0.714951  0.420148               t       flux band\n",
-       "0    19.353302 ...   \n",
-       "0    0.714951  0.420148               t       flux band\n",
-       "0    19.353302 ...   \n",
-       "0    0.714951  0.420148               t       flux band\n",
-       "0    19.353302 ...   \n",
-       "..        ...       ...                                                ...   \n",
-       "268       NaN       NaN             t       flux band\n",
-       "0  18.694918  77....   \n",
-       "270       NaN       NaN             t       flux band\n",
-       "0  13.198498  68....   \n",
-       "283       NaN       NaN             t      flux band\n",
-       "0  13.030202  9.20...   \n",
-       "286       NaN       NaN             t       flux band\n",
-       "0  14.276824  99....   \n",
-       "298       NaN       NaN            t       flux band\n",
-       "0  2.894067  56.75...   \n",
-       "\n",
-       "                                               nested2  \n",
-       "0                 t       flux band\n",
-       "0     6.712161 ...  \n",
-       "0                 t       flux band\n",
-       "0     6.712161 ...  \n",
-       "0                 t       flux band\n",
-       "0     6.712161 ...  \n",
-       "0                 t       flux band\n",
-       "0     6.712161 ...  \n",
-       "0                 t       flux band\n",
-       "0     6.712161 ...  \n",
-       "..                                                 ...  \n",
-       "268                                               None  \n",
-       "270                                               None  \n",
-       "283                                               None  \n",
-       "286                                               None  \n",
-       "298                                               None  \n",
-       "\n",
-       "[1525 rows x 4 columns]"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "restored_nf.compute()"
    ]