|
2 | 2 | "cells": [ |
3 | 3 | { |
4 | 4 | "cell_type": "markdown", |
5 | | - "id": "0d3abc7a", |
| 5 | + "id": "8cf5c1a4", |
6 | 6 | "metadata": {}, |
7 | 7 | "source": [ |
8 | 8 | "# Querying CosmoDC2 Mock v1 catalogs\n", |
|
15 | 15 | { |
16 | 16 | "cell_type": "code", |
17 | 17 | "execution_count": 1, |
18 | | - "id": "42e0d2ad", |
| 18 | + "id": "1ff94858", |
19 | 19 | "metadata": {}, |
20 | 20 | "outputs": [], |
21 | 21 | "source": [ |
|
26 | 26 | { |
27 | 27 | "cell_type": "code", |
28 | 28 | "execution_count": 2, |
29 | | - "id": "835fc176", |
| 29 | + "id": "e85d1b82", |
30 | 30 | "metadata": {}, |
31 | 31 | "outputs": [], |
32 | 32 | "source": [ |
|
36 | 36 | { |
37 | 37 | "cell_type": "code", |
38 | 38 | "execution_count": 3, |
39 | | - "id": "0d3efa36", |
| 39 | + "id": "e49b56d1", |
40 | 40 | "metadata": {}, |
41 | 41 | "outputs": [], |
42 | 42 | "source": [ |
|
45 | 45 | }, |
46 | 46 | { |
47 | 47 | "cell_type": "markdown", |
48 | | - "id": "b3a39ed1", |
| 48 | + "id": "045cb2df", |
49 | 49 | "metadata": {}, |
50 | 50 | "source": [ |
51 | 51 | "## List the available DC2 tables" |
|
54 | 54 | { |
55 | 55 | "cell_type": "code", |
56 | 56 | "execution_count": 4, |
57 | | - "id": "28ae1536", |
| 57 | + "id": "c021c9fb", |
58 | 58 | "metadata": {}, |
59 | 59 | "outputs": [ |
60 | 60 | { |
|
66 | 66 | "\n", |
67 | 67 | "cosmodc2mockv1_heavy\n", |
68 | 68 | " CosmoDC2MockV1 Catalog - stellar mass > 10^7 Msun\n", |
| 69 | + "\n", |
69 | 70 | "cosmodc2mockv1_new\n", |
70 | 71 | " CosmoDC2MockV1 Catalog - unabridged\n" |
71 | 72 | ] |
72 | | - }, |
73 | | - { |
74 | | - "name": "stdout", |
75 | | - "output_type": "stream", |
76 | | - "text": [ |
77 | | - "cosmodc2mockv1_new\n", |
78 | | - " CosmoDC2MockV1 Catalog - unabridged\n", |
79 | | - "\n" |
80 | | - ] |
81 | 73 | } |
82 | 74 | ], |
83 | 75 | "source": [ |
|
90 | 82 | }, |
91 | 83 | { |
92 | 84 | "cell_type": "markdown", |
93 | | - "id": "c4eaa809", |
| 85 | + "id": "4a0abd7a", |
94 | 86 | "metadata": {}, |
95 | 87 | "source": [ |
96 | 88 | "## Choose the DC2 catalog you want to work with.\n", |
|
109 | 101 | { |
110 | 102 | "cell_type": "code", |
111 | 103 | "execution_count": 5, |
112 | | - "id": "3c806be2", |
| 104 | + "id": "8d339595", |
113 | 105 | "metadata": {}, |
114 | 106 | "outputs": [], |
115 | 107 | "source": [ |
|
121 | 113 | }, |
122 | 114 | { |
123 | 115 | "cell_type": "markdown", |
124 | | - "id": "19c1f1e5", |
| 116 | + "id": "71adb49f", |
125 | 117 | "metadata": {}, |
126 | 118 | "source": [ |
127 | 119 | "## How many rows are in the chosen table?\n", |
|
132 | 124 | { |
133 | 125 | "cell_type": "code", |
134 | 126 | "execution_count": 6, |
135 | | - "id": "ffc61581", |
| 127 | + "id": "a8ff7d91", |
136 | 128 | "metadata": {}, |
137 | 129 | "outputs": [ |
138 | 130 | { |
|
156 | 148 | { |
157 | 149 | "cell_type": "code", |
158 | 150 | "execution_count": 7, |
159 | | - "id": "fd231904", |
| 151 | + "id": "1c86750e", |
160 | 152 | "metadata": {}, |
161 | 153 | "outputs": [ |
162 | 154 | { |
|
182 | 174 | }, |
183 | 175 | { |
184 | 176 | "cell_type": "markdown", |
185 | | - "id": "c2b8cf27", |
| 177 | + "id": "4f350069", |
186 | 178 | "metadata": {}, |
187 | 179 | "source": [ |
188 | 180 | "The above query shows that there are 597,488,849 redshifts in this table. \n", |
|
192 | 184 | }, |
193 | 185 | { |
194 | 186 | "cell_type": "markdown", |
195 | | - "id": "cfd4a90f", |
| 187 | + "id": "8c9fd79b", |
196 | 188 | "metadata": {}, |
197 | 189 | "source": [ |
198 | 190 | "## What is the default maximum number of rows returned by the service?\n", |
|
203 | 195 | { |
204 | 196 | "cell_type": "code", |
205 | 197 | "execution_count": 8, |
206 | | - "id": "41f6c1d4", |
| 198 | + "id": "2965926f", |
207 | 199 | "metadata": {}, |
208 | 200 | "outputs": [ |
209 | 201 | { |
|
223 | 215 | }, |
224 | 216 | { |
225 | 217 | "cell_type": "markdown", |
226 | | - "id": "c8247e5a", |
| 218 | + "id": "98381e2e", |
227 | 219 | "metadata": {}, |
228 | 220 | "source": [ |
229 | 221 | "This default maximum can be changed, and there is no hard upper limit to what it can be changed to." |
|
232 | 224 | { |
233 | 225 | "cell_type": "code", |
234 | 226 | "execution_count": 9, |
235 | | - "id": "3ac397c4", |
| 227 | + "id": "8b755f83", |
236 | 228 | "metadata": {}, |
237 | 229 | "outputs": [ |
238 | 230 | { |
|
249 | 241 | }, |
250 | 242 | { |
251 | 243 | "cell_type": "markdown", |
252 | | - "id": "c8b629be", |
| 244 | + "id": "b9ea3226", |
253 | 245 | "metadata": {}, |
254 | 246 | "source": [ |
255 | 247 | "## List the columns in the chosen table\n", |
|
260 | 252 | { |
261 | 253 | "cell_type": "code", |
262 | 254 | "execution_count": 10, |
263 | | - "id": "106e5893", |
| 255 | + "id": "fd922c75", |
264 | 256 | "metadata": {}, |
265 | 257 | "outputs": [ |
266 | 258 | { |
|
278 | 270 | }, |
279 | 271 | { |
280 | 272 | "cell_type": "markdown", |
281 | | - "id": "ba48f64f", |
| 273 | + "id": "0e33a4c3", |
282 | 274 | "metadata": {}, |
283 | 275 | "source": [ |
284 | 276 | "Let's learn a bit more about them." |
|
287 | 279 | { |
288 | 280 | "cell_type": "code", |
289 | 281 | "execution_count": 11, |
290 | | - "id": "60d1a54f", |
| 282 | + "id": "8c30137f", |
291 | 283 | "metadata": {}, |
292 | 284 | "outputs": [ |
293 | 285 | { |
|
605 | 597 | }, |
606 | 598 | { |
607 | 599 | "cell_type": "markdown", |
608 | | - "id": "07ea6bd5", |
| 600 | + "id": "1aa252bb", |
609 | 601 | "metadata": {}, |
610 | 602 | "source": [ |
611 | 603 | "## Create a histogram of redshifts\n", |
|
616 | 608 | { |
617 | 609 | "cell_type": "code", |
618 | 610 | "execution_count": 12, |
619 | | - "id": "daaaa544", |
| 611 | + "id": "694e2712", |
620 | 612 | "metadata": {}, |
621 | 613 | "outputs": [ |
622 | 614 | { |
|
637 | 629 | }, |
638 | 630 | { |
639 | 631 | "cell_type": "markdown", |
640 | | - "id": "d59af8eb", |
| 632 | + "id": "d80bd981", |
641 | 633 | "metadata": {}, |
642 | 634 | "source": [ |
643 | 635 | "Now we can use the previously-defined service to execute the query with the spatial contraint." |
|
646 | 638 | { |
647 | 639 | "cell_type": "code", |
648 | 640 | "execution_count": 13, |
649 | | - "id": "09fe3855", |
| 641 | + "id": "34384b04", |
650 | 642 | "metadata": {}, |
651 | 643 | "outputs": [], |
652 | 644 | "source": [ |
|
656 | 648 | { |
657 | 649 | "cell_type": "code", |
658 | 650 | "execution_count": 14, |
659 | | - "id": "ad1dc355", |
| 651 | + "id": "d5eefba0", |
660 | 652 | "metadata": {}, |
661 | 653 | "outputs": [ |
662 | 654 | { |
|
697 | 689 | }, |
698 | 690 | { |
699 | 691 | "cell_type": "markdown", |
700 | | - "id": "511bffc9", |
| 692 | + "id": "cf2fd887", |
701 | 693 | "metadata": {}, |
702 | 694 | "source": [ |
703 | 695 | "We can easily see form this plot that the simulated galaxies go out to z = 3." |
704 | 696 | ] |
705 | 697 | }, |
706 | 698 | { |
707 | 699 | "cell_type": "markdown", |
708 | | - "id": "d3deb177", |
| 700 | + "id": "ac8a0158", |
709 | 701 | "metadata": {}, |
710 | 702 | "source": [ |
711 | 703 | "## Visualize galaxy colors at z ~ 0.5\n", |
|
718 | 710 | { |
719 | 711 | "cell_type": "code", |
720 | 712 | "execution_count": 15, |
721 | | - "id": "a9055c8e", |
| 713 | + "id": "22c253ee", |
722 | 714 | "metadata": {}, |
723 | 715 | "outputs": [], |
724 | 716 | "source": [ |
|
730 | 722 | { |
731 | 723 | "cell_type": "code", |
732 | 724 | "execution_count": 16, |
733 | | - "id": "33225193", |
| 725 | + "id": "0d7bc1e1", |
734 | 726 | "metadata": {}, |
735 | 727 | "outputs": [ |
736 | 728 | { |
|
751 | 743 | { |
752 | 744 | "cell_type": "code", |
753 | 745 | "execution_count": 17, |
754 | | - "id": "a7df2c75", |
| 746 | + "id": "d643abcf", |
755 | 747 | "metadata": {}, |
756 | 748 | "outputs": [ |
757 | 749 | { |
|
785 | 777 | }, |
786 | 778 | { |
787 | 779 | "cell_type": "markdown", |
788 | | - "id": "5d166d4b", |
| 780 | + "id": "8c30dbec", |
789 | 781 | "metadata": {}, |
790 | 782 | "source": [ |
791 | 783 | "***\n", |
|
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