|
2 | 2 | "cells": [ |
3 | 3 | { |
4 | 4 | "cell_type": "markdown", |
5 | | - "id": "8cf5c1a4", |
| 5 | + "id": "c20f8485", |
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": "1ff94858", |
| 18 | + "id": "93a652b2", |
19 | 19 | "metadata": {}, |
20 | 20 | "outputs": [], |
21 | 21 | "source": [ |
|
26 | 26 | { |
27 | 27 | "cell_type": "code", |
28 | 28 | "execution_count": 2, |
29 | | - "id": "e85d1b82", |
| 29 | + "id": "cf2cd6b5", |
30 | 30 | "metadata": {}, |
31 | 31 | "outputs": [], |
32 | 32 | "source": [ |
|
36 | 36 | { |
37 | 37 | "cell_type": "code", |
38 | 38 | "execution_count": 3, |
39 | | - "id": "e49b56d1", |
| 39 | + "id": "cb7c10c4", |
40 | 40 | "metadata": {}, |
41 | 41 | "outputs": [], |
42 | 42 | "source": [ |
|
45 | 45 | }, |
46 | 46 | { |
47 | 47 | "cell_type": "markdown", |
48 | | - "id": "045cb2df", |
| 48 | + "id": "4330789d", |
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": "c021c9fb", |
| 57 | + "id": "ed34ce93", |
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", |
70 | 69 | "cosmodc2mockv1_new\n", |
71 | 70 | " CosmoDC2MockV1 Catalog - unabridged\n" |
72 | 71 | ] |
| 72 | + }, |
| 73 | + { |
| 74 | + "name": "stdout", |
| 75 | + "output_type": "stream", |
| 76 | + "text": [ |
| 77 | + "cosmodc2mockv1_new\n", |
| 78 | + " CosmoDC2MockV1 Catalog - unabridged\n", |
| 79 | + "\n" |
| 80 | + ] |
73 | 81 | } |
74 | 82 | ], |
75 | 83 | "source": [ |
|
82 | 90 | }, |
83 | 91 | { |
84 | 92 | "cell_type": "markdown", |
85 | | - "id": "4a0abd7a", |
| 93 | + "id": "1a7702bc", |
86 | 94 | "metadata": {}, |
87 | 95 | "source": [ |
88 | 96 | "## Choose the DC2 catalog you want to work with.\n", |
|
101 | 109 | { |
102 | 110 | "cell_type": "code", |
103 | 111 | "execution_count": 5, |
104 | | - "id": "8d339595", |
| 112 | + "id": "caa41241", |
105 | 113 | "metadata": {}, |
106 | 114 | "outputs": [], |
107 | 115 | "source": [ |
|
113 | 121 | }, |
114 | 122 | { |
115 | 123 | "cell_type": "markdown", |
116 | | - "id": "71adb49f", |
| 124 | + "id": "cc4b228e", |
117 | 125 | "metadata": {}, |
118 | 126 | "source": [ |
119 | 127 | "## How many rows are in the chosen table?\n", |
|
124 | 132 | { |
125 | 133 | "cell_type": "code", |
126 | 134 | "execution_count": 6, |
127 | | - "id": "a8ff7d91", |
| 135 | + "id": "cb5f640a", |
128 | 136 | "metadata": {}, |
129 | 137 | "outputs": [ |
130 | 138 | { |
|
148 | 156 | { |
149 | 157 | "cell_type": "code", |
150 | 158 | "execution_count": 7, |
151 | | - "id": "1c86750e", |
| 159 | + "id": "5cf600e0", |
152 | 160 | "metadata": {}, |
153 | 161 | "outputs": [ |
154 | 162 | { |
|
174 | 182 | }, |
175 | 183 | { |
176 | 184 | "cell_type": "markdown", |
177 | | - "id": "4f350069", |
| 185 | + "id": "f598b635", |
178 | 186 | "metadata": {}, |
179 | 187 | "source": [ |
180 | 188 | "The above query shows that there are 597,488,849 redshifts in this table. \n", |
|
184 | 192 | }, |
185 | 193 | { |
186 | 194 | "cell_type": "markdown", |
187 | | - "id": "8c9fd79b", |
| 195 | + "id": "4ec5b92f", |
188 | 196 | "metadata": {}, |
189 | 197 | "source": [ |
190 | 198 | "## What is the default maximum number of rows returned by the service?\n", |
|
195 | 203 | { |
196 | 204 | "cell_type": "code", |
197 | 205 | "execution_count": 8, |
198 | | - "id": "2965926f", |
| 206 | + "id": "27a3b49f", |
199 | 207 | "metadata": {}, |
200 | 208 | "outputs": [ |
201 | 209 | { |
|
215 | 223 | }, |
216 | 224 | { |
217 | 225 | "cell_type": "markdown", |
218 | | - "id": "98381e2e", |
| 226 | + "id": "1ae3cbf1", |
219 | 227 | "metadata": {}, |
220 | 228 | "source": [ |
221 | 229 | "This default maximum can be changed, and there is no hard upper limit to what it can be changed to." |
|
224 | 232 | { |
225 | 233 | "cell_type": "code", |
226 | 234 | "execution_count": 9, |
227 | | - "id": "8b755f83", |
| 235 | + "id": "e9e59d95", |
228 | 236 | "metadata": {}, |
229 | 237 | "outputs": [ |
230 | 238 | { |
|
241 | 249 | }, |
242 | 250 | { |
243 | 251 | "cell_type": "markdown", |
244 | | - "id": "b9ea3226", |
| 252 | + "id": "a8a0ddad", |
245 | 253 | "metadata": {}, |
246 | 254 | "source": [ |
247 | 255 | "## List the columns in the chosen table\n", |
|
252 | 260 | { |
253 | 261 | "cell_type": "code", |
254 | 262 | "execution_count": 10, |
255 | | - "id": "fd922c75", |
| 263 | + "id": "956097fc", |
256 | 264 | "metadata": {}, |
257 | 265 | "outputs": [ |
258 | 266 | { |
|
270 | 278 | }, |
271 | 279 | { |
272 | 280 | "cell_type": "markdown", |
273 | | - "id": "0e33a4c3", |
| 281 | + "id": "0b2ce895", |
274 | 282 | "metadata": {}, |
275 | 283 | "source": [ |
276 | 284 | "Let's learn a bit more about them." |
|
279 | 287 | { |
280 | 288 | "cell_type": "code", |
281 | 289 | "execution_count": 11, |
282 | | - "id": "8c30137f", |
| 290 | + "id": "d32d885a", |
283 | 291 | "metadata": {}, |
284 | 292 | "outputs": [ |
285 | 293 | { |
|
597 | 605 | }, |
598 | 606 | { |
599 | 607 | "cell_type": "markdown", |
600 | | - "id": "1aa252bb", |
| 608 | + "id": "75c43b6d", |
601 | 609 | "metadata": {}, |
602 | 610 | "source": [ |
603 | 611 | "## Create a histogram of redshifts\n", |
|
608 | 616 | { |
609 | 617 | "cell_type": "code", |
610 | 618 | "execution_count": 12, |
611 | | - "id": "694e2712", |
| 619 | + "id": "ebcecb2a", |
612 | 620 | "metadata": {}, |
613 | 621 | "outputs": [ |
614 | 622 | { |
|
629 | 637 | }, |
630 | 638 | { |
631 | 639 | "cell_type": "markdown", |
632 | | - "id": "d80bd981", |
| 640 | + "id": "bb7f9b7c", |
633 | 641 | "metadata": {}, |
634 | 642 | "source": [ |
635 | 643 | "Now we can use the previously-defined service to execute the query with the spatial contraint." |
|
638 | 646 | { |
639 | 647 | "cell_type": "code", |
640 | 648 | "execution_count": 13, |
641 | | - "id": "34384b04", |
| 649 | + "id": "dfbe17f5", |
642 | 650 | "metadata": {}, |
643 | 651 | "outputs": [], |
644 | 652 | "source": [ |
|
648 | 656 | { |
649 | 657 | "cell_type": "code", |
650 | 658 | "execution_count": 14, |
651 | | - "id": "d5eefba0", |
| 659 | + "id": "d56fe71b", |
652 | 660 | "metadata": {}, |
653 | 661 | "outputs": [ |
654 | 662 | { |
|
689 | 697 | }, |
690 | 698 | { |
691 | 699 | "cell_type": "markdown", |
692 | | - "id": "cf2fd887", |
| 700 | + "id": "55f49887", |
693 | 701 | "metadata": {}, |
694 | 702 | "source": [ |
695 | 703 | "We can easily see form this plot that the simulated galaxies go out to z = 3." |
696 | 704 | ] |
697 | 705 | }, |
698 | 706 | { |
699 | 707 | "cell_type": "markdown", |
700 | | - "id": "ac8a0158", |
| 708 | + "id": "513b751f", |
701 | 709 | "metadata": {}, |
702 | 710 | "source": [ |
703 | 711 | "## Visualize galaxy colors at z ~ 0.5\n", |
|
710 | 718 | { |
711 | 719 | "cell_type": "code", |
712 | 720 | "execution_count": 15, |
713 | | - "id": "22c253ee", |
| 721 | + "id": "03f147de", |
714 | 722 | "metadata": {}, |
715 | 723 | "outputs": [], |
716 | 724 | "source": [ |
|
722 | 730 | { |
723 | 731 | "cell_type": "code", |
724 | 732 | "execution_count": 16, |
725 | | - "id": "0d7bc1e1", |
| 733 | + "id": "ecadeabf", |
726 | 734 | "metadata": {}, |
727 | 735 | "outputs": [ |
728 | 736 | { |
|
743 | 751 | { |
744 | 752 | "cell_type": "code", |
745 | 753 | "execution_count": 17, |
746 | | - "id": "d643abcf", |
| 754 | + "id": "1197c086", |
747 | 755 | "metadata": {}, |
748 | 756 | "outputs": [ |
749 | 757 | { |
|
777 | 785 | }, |
778 | 786 | { |
779 | 787 | "cell_type": "markdown", |
780 | | - "id": "8c30dbec", |
| 788 | + "id": "90c2b1a2", |
781 | 789 | "metadata": {}, |
782 | 790 | "source": [ |
783 | 791 | "***\n", |
|
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