An Ecto SQLite3 adapter.
Update benchmarks, run them, check in results as markdown files (#18)
* update benchmarks, run all but the all one and check in results
* format
* clean up lockfile
authored by
Kevin Lang
and committed by
GitHub
(Mar 23, 2021, 11:24 PM EDT)
3ef1bf4d
a3569e2b
+1524
-42
+1
-1
.formatter.exs
+1
-1
.formatter.exs
+6
README.md
+6
README.md
+16
-3
bench/README.md
+16
-3
bench/README.md
···
1
1
# Ecto Benchmarks
2
2
3
+
## Results
4
+
5
+
| Benchmark | Description |
6
+
| --------- | ------------ |
7
+
| [load](results/load.md) | tracks performance of loading "raw" data into ecto structures |
8
+
| [to_sql](results/to_sql.md) | tracks performance of parsing `Ecto.Query` structures into "raw" SQL query strings |
9
+
| [insert](results/insert.md) | tracks performance of inserting changesets and structs in the database with `Repo.insert!/1` function |
10
+
11
+
For reference, these results were run with a Sabrent Rocket Q 1TB NVMe SSD.
12
+
13
+
## Running the benchmarks
14
+
3
15
Ecto has a benchmark suite to track performance of sensitive operations. Benchmarks
4
16
are run using the [Benchee](https://github.com/PragTob/benchee) library and
5
17
need PostgreSQL and MySQL up and running.
···
28
40
You can also run a benchmark individually by giving the path to the benchmark
29
41
script instead of `bench/bench_helper.exs`.
30
42
31
-
# Docker
32
-
I had Postgres already installed and running locally, but needed to get MySQL up and running. The easiest way to do this is with this command:
43
+
### Docker
44
+
The easiest way to setup mysql and postgresql for the benchmarks is via Docker. Run the following commands to get an instance of each running.
33
45
34
46
```
35
-
docker run -p 3306:3306 --name mysql_server -e MYSQL_ALLOW_EMPTY_PASSWORD=yes mysql:5.7
47
+
docker run -p 3306:3306 -e MYSQL_ALLOW_EMPTY_PASSWORD=yes mysql:5.7
48
+
docker run -p 5432:5432 -e POSTGRES_PASSWORD=postgres postgres:13.2
36
49
```
+204
bench/results/insert.md
+204
bench/results/insert.md
···
1
+
2
+
# Benchmark
3
+
4
+
Benchmark run from 2021-03-24 02:05:58.706995Z UTC
5
+
6
+
## System
7
+
8
+
Benchmark suite executing on the following system:
9
+
10
+
<table style="width: 1%">
11
+
<tr>
12
+
<th style="width: 1%; white-space: nowrap">Operating System</th>
13
+
<td>Linux</td>
14
+
</tr><tr>
15
+
<th style="white-space: nowrap">CPU Information</th>
16
+
<td style="white-space: nowrap">AMD Ryzen 7 PRO 4750U with Radeon Graphics</td>
17
+
</tr><tr>
18
+
<th style="white-space: nowrap">Number of Available Cores</th>
19
+
<td style="white-space: nowrap">16</td>
20
+
</tr><tr>
21
+
<th style="white-space: nowrap">Available Memory</th>
22
+
<td style="white-space: nowrap">14.92 GB</td>
23
+
</tr><tr>
24
+
<th style="white-space: nowrap">Elixir Version</th>
25
+
<td style="white-space: nowrap">1.11.3</td>
26
+
</tr><tr>
27
+
<th style="white-space: nowrap">Erlang Version</th>
28
+
<td style="white-space: nowrap">23.2.6</td>
29
+
</tr>
30
+
</table>
31
+
32
+
## Configuration
33
+
34
+
Benchmark suite executing with the following configuration:
35
+
36
+
<table style="width: 1%">
37
+
<tr>
38
+
<th style="width: 1%">:time</th>
39
+
<td style="white-space: nowrap">5 s</td>
40
+
</tr><tr>
41
+
<th>:parallel</th>
42
+
<td style="white-space: nowrap">1</td>
43
+
</tr><tr>
44
+
<th>:warmup</th>
45
+
<td style="white-space: nowrap">2 s</td>
46
+
</tr>
47
+
</table>
48
+
49
+
## Statistics
50
+
51
+
52
+
53
+
54
+
__Input: Changeset__
55
+
56
+
Run Time
57
+
58
+
<table style="width: 1%">
59
+
<tr>
60
+
<th>Name</th>
61
+
<th style="text-align: right">IPS</th>
62
+
<th style="text-align: right">Average</th>
63
+
<th style="text-align: right">Devitation</th>
64
+
<th style="text-align: right">Median</th>
65
+
<th style="text-align: right">99th %</th>
66
+
</tr>
67
+
68
+
<tr>
69
+
<td style="white-space: nowrap">SQLite3 Insert</td>
70
+
<td style="white-space: nowrap; text-align: right">7218.07</td>
71
+
<td style="white-space: nowrap; text-align: right">0.139 ms</td>
72
+
<td style="white-space: nowrap; text-align: right">±43.60%</td>
73
+
<td style="white-space: nowrap; text-align: right">0.123 ms</td>
74
+
<td style="white-space: nowrap; text-align: right">0.37 ms</td>
75
+
</tr>
76
+
77
+
<tr>
78
+
<td style="white-space: nowrap">Pg Insert</td>
79
+
<td style="white-space: nowrap; text-align: right">421.57</td>
80
+
<td style="white-space: nowrap; text-align: right">2.37 ms</td>
81
+
<td style="white-space: nowrap; text-align: right">±12.13%</td>
82
+
<td style="white-space: nowrap; text-align: right">2.37 ms</td>
83
+
<td style="white-space: nowrap; text-align: right">2.90 ms</td>
84
+
</tr>
85
+
86
+
<tr>
87
+
<td style="white-space: nowrap">MyXQL Insert</td>
88
+
<td style="white-space: nowrap; text-align: right">284.25</td>
89
+
<td style="white-space: nowrap; text-align: right">3.52 ms</td>
90
+
<td style="white-space: nowrap; text-align: right">±13.34%</td>
91
+
<td style="white-space: nowrap; text-align: right">3.53 ms</td>
92
+
<td style="white-space: nowrap; text-align: right">5.05 ms</td>
93
+
</tr>
94
+
95
+
</table>
96
+
97
+
98
+
Comparison
99
+
100
+
<table style="width: 1%">
101
+
<tr>
102
+
<th>Name</th>
103
+
<th style="text-align: right">IPS</th>
104
+
<th style="text-align: right">Slower</th>
105
+
<tr>
106
+
<td style="white-space: nowrap">SQLite3 Insert</td>
107
+
<td style="white-space: nowrap;text-align: right">7218.07</td>
108
+
<td> </td>
109
+
</tr>
110
+
111
+
<tr>
112
+
<td style="white-space: nowrap">Pg Insert</td>
113
+
<td style="white-space: nowrap; text-align: right">421.57</td>
114
+
<td style="white-space: nowrap; text-align: right">17.12x</td>
115
+
</tr>
116
+
117
+
<tr>
118
+
<td style="white-space: nowrap">MyXQL Insert</td>
119
+
<td style="white-space: nowrap; text-align: right">284.25</td>
120
+
<td style="white-space: nowrap; text-align: right">25.39x</td>
121
+
</tr>
122
+
123
+
</table>
124
+
125
+
126
+
127
+
<hr/>
128
+
129
+
130
+
__Input: Struct__
131
+
132
+
Run Time
133
+
134
+
<table style="width: 1%">
135
+
<tr>
136
+
<th>Name</th>
137
+
<th style="text-align: right">IPS</th>
138
+
<th style="text-align: right">Average</th>
139
+
<th style="text-align: right">Devitation</th>
140
+
<th style="text-align: right">Median</th>
141
+
<th style="text-align: right">99th %</th>
142
+
</tr>
143
+
144
+
<tr>
145
+
<td style="white-space: nowrap">SQLite3 Insert</td>
146
+
<td style="white-space: nowrap; text-align: right">7765.76</td>
147
+
<td style="white-space: nowrap; text-align: right">0.129 ms</td>
148
+
<td style="white-space: nowrap; text-align: right">±32.88%</td>
149
+
<td style="white-space: nowrap; text-align: right">0.122 ms</td>
150
+
<td style="white-space: nowrap; text-align: right">0.28 ms</td>
151
+
</tr>
152
+
153
+
<tr>
154
+
<td style="white-space: nowrap">Pg Insert</td>
155
+
<td style="white-space: nowrap; text-align: right">422.86</td>
156
+
<td style="white-space: nowrap; text-align: right">2.36 ms</td>
157
+
<td style="white-space: nowrap; text-align: right">±10.49%</td>
158
+
<td style="white-space: nowrap; text-align: right">2.36 ms</td>
159
+
<td style="white-space: nowrap; text-align: right">3.02 ms</td>
160
+
</tr>
161
+
162
+
<tr>
163
+
<td style="white-space: nowrap">MyXQL Insert</td>
164
+
<td style="white-space: nowrap; text-align: right">274.00</td>
165
+
<td style="white-space: nowrap; text-align: right">3.65 ms</td>
166
+
<td style="white-space: nowrap; text-align: right">±38.43%</td>
167
+
<td style="white-space: nowrap; text-align: right">3.59 ms</td>
168
+
<td style="white-space: nowrap; text-align: right">4.75 ms</td>
169
+
</tr>
170
+
171
+
</table>
172
+
173
+
174
+
Comparison
175
+
176
+
<table style="width: 1%">
177
+
<tr>
178
+
<th>Name</th>
179
+
<th style="text-align: right">IPS</th>
180
+
<th style="text-align: right">Slower</th>
181
+
<tr>
182
+
<td style="white-space: nowrap">SQLite3 Insert</td>
183
+
<td style="white-space: nowrap;text-align: right">7765.76</td>
184
+
<td> </td>
185
+
</tr>
186
+
187
+
<tr>
188
+
<td style="white-space: nowrap">Pg Insert</td>
189
+
<td style="white-space: nowrap; text-align: right">422.86</td>
190
+
<td style="white-space: nowrap; text-align: right">18.37x</td>
191
+
</tr>
192
+
193
+
<tr>
194
+
<td style="white-space: nowrap">MyXQL Insert</td>
195
+
<td style="white-space: nowrap; text-align: right">274.00</td>
196
+
<td style="white-space: nowrap; text-align: right">28.34x</td>
197
+
</tr>
198
+
199
+
</table>
200
+
201
+
202
+
203
+
<hr/>
204
+
+508
bench/results/load.md
+508
bench/results/load.md
···
1
+
2
+
# Benchmark
3
+
4
+
Benchmark run from 2021-03-24 01:58:24.995583Z UTC
5
+
6
+
## System
7
+
8
+
Benchmark suite executing on the following system:
9
+
10
+
<table style="width: 1%">
11
+
<tr>
12
+
<th style="width: 1%; white-space: nowrap">Operating System</th>
13
+
<td>Linux</td>
14
+
</tr><tr>
15
+
<th style="white-space: nowrap">CPU Information</th>
16
+
<td style="white-space: nowrap">AMD Ryzen 7 PRO 4750U with Radeon Graphics</td>
17
+
</tr><tr>
18
+
<th style="white-space: nowrap">Number of Available Cores</th>
19
+
<td style="white-space: nowrap">16</td>
20
+
</tr><tr>
21
+
<th style="white-space: nowrap">Available Memory</th>
22
+
<td style="white-space: nowrap">14.92 GB</td>
23
+
</tr><tr>
24
+
<th style="white-space: nowrap">Elixir Version</th>
25
+
<td style="white-space: nowrap">1.11.3</td>
26
+
</tr><tr>
27
+
<th style="white-space: nowrap">Erlang Version</th>
28
+
<td style="white-space: nowrap">23.2.6</td>
29
+
</tr>
30
+
</table>
31
+
32
+
## Configuration
33
+
34
+
Benchmark suite executing with the following configuration:
35
+
36
+
<table style="width: 1%">
37
+
<tr>
38
+
<th style="width: 1%">:time</th>
39
+
<td style="white-space: nowrap">5 s</td>
40
+
</tr><tr>
41
+
<th>:parallel</th>
42
+
<td style="white-space: nowrap">1</td>
43
+
</tr><tr>
44
+
<th>:warmup</th>
45
+
<td style="white-space: nowrap">2 s</td>
46
+
</tr>
47
+
</table>
48
+
49
+
## Statistics
50
+
51
+
52
+
53
+
54
+
__Input: Big 1 Million__
55
+
56
+
Run Time
57
+
58
+
<table style="width: 1%">
59
+
<tr>
60
+
<th>Name</th>
61
+
<th style="text-align: right">IPS</th>
62
+
<th style="text-align: right">Average</th>
63
+
<th style="text-align: right">Devitation</th>
64
+
<th style="text-align: right">Median</th>
65
+
<th style="text-align: right">99th %</th>
66
+
</tr>
67
+
68
+
<tr>
69
+
<td style="white-space: nowrap">SQLite3 Loader</td>
70
+
<td style="white-space: nowrap; text-align: right">0.35</td>
71
+
<td style="white-space: nowrap; text-align: right">2.82 s</td>
72
+
<td style="white-space: nowrap; text-align: right">±15.78%</td>
73
+
<td style="white-space: nowrap; text-align: right">2.82 s</td>
74
+
<td style="white-space: nowrap; text-align: right">3.13 s</td>
75
+
</tr>
76
+
77
+
<tr>
78
+
<td style="white-space: nowrap">Pg Loader</td>
79
+
<td style="white-space: nowrap; text-align: right">0.34</td>
80
+
<td style="white-space: nowrap; text-align: right">2.92 s</td>
81
+
<td style="white-space: nowrap; text-align: right">±17.97%</td>
82
+
<td style="white-space: nowrap; text-align: right">2.92 s</td>
83
+
<td style="white-space: nowrap; text-align: right">3.29 s</td>
84
+
</tr>
85
+
86
+
<tr>
87
+
<td style="white-space: nowrap">MyXQL Loader</td>
88
+
<td style="white-space: nowrap; text-align: right">0.33</td>
89
+
<td style="white-space: nowrap; text-align: right">2.99 s</td>
90
+
<td style="white-space: nowrap; text-align: right">±13.08%</td>
91
+
<td style="white-space: nowrap; text-align: right">2.99 s</td>
92
+
<td style="white-space: nowrap; text-align: right">3.26 s</td>
93
+
</tr>
94
+
95
+
</table>
96
+
97
+
98
+
Comparison
99
+
100
+
<table style="width: 1%">
101
+
<tr>
102
+
<th>Name</th>
103
+
<th style="text-align: right">IPS</th>
104
+
<th style="text-align: right">Slower</th>
105
+
<tr>
106
+
<td style="white-space: nowrap">SQLite3 Loader</td>
107
+
<td style="white-space: nowrap;text-align: right">0.35</td>
108
+
<td> </td>
109
+
</tr>
110
+
111
+
<tr>
112
+
<td style="white-space: nowrap">Pg Loader</td>
113
+
<td style="white-space: nowrap; text-align: right">0.34</td>
114
+
<td style="white-space: nowrap; text-align: right">1.04x</td>
115
+
</tr>
116
+
117
+
<tr>
118
+
<td style="white-space: nowrap">MyXQL Loader</td>
119
+
<td style="white-space: nowrap; text-align: right">0.33</td>
120
+
<td style="white-space: nowrap; text-align: right">1.06x</td>
121
+
</tr>
122
+
123
+
</table>
124
+
125
+
126
+
127
+
<hr/>
128
+
129
+
130
+
__Input: Date attr__
131
+
132
+
Run Time
133
+
134
+
<table style="width: 1%">
135
+
<tr>
136
+
<th>Name</th>
137
+
<th style="text-align: right">IPS</th>
138
+
<th style="text-align: right">Average</th>
139
+
<th style="text-align: right">Devitation</th>
140
+
<th style="text-align: right">Median</th>
141
+
<th style="text-align: right">99th %</th>
142
+
</tr>
143
+
144
+
<tr>
145
+
<td style="white-space: nowrap">Pg Loader</td>
146
+
<td style="white-space: nowrap; text-align: right">4.61</td>
147
+
<td style="white-space: nowrap; text-align: right">217.08 ms</td>
148
+
<td style="white-space: nowrap; text-align: right">±13.97%</td>
149
+
<td style="white-space: nowrap; text-align: right">214.42 ms</td>
150
+
<td style="white-space: nowrap; text-align: right">271.56 ms</td>
151
+
</tr>
152
+
153
+
<tr>
154
+
<td style="white-space: nowrap">MyXQL Loader</td>
155
+
<td style="white-space: nowrap; text-align: right">4.56</td>
156
+
<td style="white-space: nowrap; text-align: right">219.25 ms</td>
157
+
<td style="white-space: nowrap; text-align: right">±18.19%</td>
158
+
<td style="white-space: nowrap; text-align: right">210.43 ms</td>
159
+
<td style="white-space: nowrap; text-align: right">300.02 ms</td>
160
+
</tr>
161
+
162
+
<tr>
163
+
<td style="white-space: nowrap">SQLite3 Loader</td>
164
+
<td style="white-space: nowrap; text-align: right">4.49</td>
165
+
<td style="white-space: nowrap; text-align: right">222.95 ms</td>
166
+
<td style="white-space: nowrap; text-align: right">±15.03%</td>
167
+
<td style="white-space: nowrap; text-align: right">232.42 ms</td>
168
+
<td style="white-space: nowrap; text-align: right">266.39 ms</td>
169
+
</tr>
170
+
171
+
</table>
172
+
173
+
174
+
Comparison
175
+
176
+
<table style="width: 1%">
177
+
<tr>
178
+
<th>Name</th>
179
+
<th style="text-align: right">IPS</th>
180
+
<th style="text-align: right">Slower</th>
181
+
<tr>
182
+
<td style="white-space: nowrap">Pg Loader</td>
183
+
<td style="white-space: nowrap;text-align: right">4.61</td>
184
+
<td> </td>
185
+
</tr>
186
+
187
+
<tr>
188
+
<td style="white-space: nowrap">MyXQL Loader</td>
189
+
<td style="white-space: nowrap; text-align: right">4.56</td>
190
+
<td style="white-space: nowrap; text-align: right">1.01x</td>
191
+
</tr>
192
+
193
+
<tr>
194
+
<td style="white-space: nowrap">SQLite3 Loader</td>
195
+
<td style="white-space: nowrap; text-align: right">4.49</td>
196
+
<td style="white-space: nowrap; text-align: right">1.03x</td>
197
+
</tr>
198
+
199
+
</table>
200
+
201
+
202
+
203
+
<hr/>
204
+
205
+
206
+
__Input: Medium 100 Thousand__
207
+
208
+
Run Time
209
+
210
+
<table style="width: 1%">
211
+
<tr>
212
+
<th>Name</th>
213
+
<th style="text-align: right">IPS</th>
214
+
<th style="text-align: right">Average</th>
215
+
<th style="text-align: right">Devitation</th>
216
+
<th style="text-align: right">Median</th>
217
+
<th style="text-align: right">99th %</th>
218
+
</tr>
219
+
220
+
<tr>
221
+
<td style="white-space: nowrap">MyXQL Loader</td>
222
+
<td style="white-space: nowrap; text-align: right">4.53</td>
223
+
<td style="white-space: nowrap; text-align: right">220.75 ms</td>
224
+
<td style="white-space: nowrap; text-align: right">±15.57%</td>
225
+
<td style="white-space: nowrap; text-align: right">209.17 ms</td>
226
+
<td style="white-space: nowrap; text-align: right">287.22 ms</td>
227
+
</tr>
228
+
229
+
<tr>
230
+
<td style="white-space: nowrap">Pg Loader</td>
231
+
<td style="white-space: nowrap; text-align: right">4.40</td>
232
+
<td style="white-space: nowrap; text-align: right">227.35 ms</td>
233
+
<td style="white-space: nowrap; text-align: right">±16.30%</td>
234
+
<td style="white-space: nowrap; text-align: right">222.39 ms</td>
235
+
<td style="white-space: nowrap; text-align: right">335.90 ms</td>
236
+
</tr>
237
+
238
+
<tr>
239
+
<td style="white-space: nowrap">SQLite3 Loader</td>
240
+
<td style="white-space: nowrap; text-align: right">4.35</td>
241
+
<td style="white-space: nowrap; text-align: right">230.09 ms</td>
242
+
<td style="white-space: nowrap; text-align: right">±19.61%</td>
243
+
<td style="white-space: nowrap; text-align: right">236.94 ms</td>
244
+
<td style="white-space: nowrap; text-align: right">309.96 ms</td>
245
+
</tr>
246
+
247
+
</table>
248
+
249
+
250
+
Comparison
251
+
252
+
<table style="width: 1%">
253
+
<tr>
254
+
<th>Name</th>
255
+
<th style="text-align: right">IPS</th>
256
+
<th style="text-align: right">Slower</th>
257
+
<tr>
258
+
<td style="white-space: nowrap">MyXQL Loader</td>
259
+
<td style="white-space: nowrap;text-align: right">4.53</td>
260
+
<td> </td>
261
+
</tr>
262
+
263
+
<tr>
264
+
<td style="white-space: nowrap">Pg Loader</td>
265
+
<td style="white-space: nowrap; text-align: right">4.40</td>
266
+
<td style="white-space: nowrap; text-align: right">1.03x</td>
267
+
</tr>
268
+
269
+
<tr>
270
+
<td style="white-space: nowrap">SQLite3 Loader</td>
271
+
<td style="white-space: nowrap; text-align: right">4.35</td>
272
+
<td style="white-space: nowrap; text-align: right">1.04x</td>
273
+
</tr>
274
+
275
+
</table>
276
+
277
+
278
+
279
+
<hr/>
280
+
281
+
282
+
__Input: Small 1 Thousand__
283
+
284
+
Run Time
285
+
286
+
<table style="width: 1%">
287
+
<tr>
288
+
<th>Name</th>
289
+
<th style="text-align: right">IPS</th>
290
+
<th style="text-align: right">Average</th>
291
+
<th style="text-align: right">Devitation</th>
292
+
<th style="text-align: right">Median</th>
293
+
<th style="text-align: right">99th %</th>
294
+
</tr>
295
+
296
+
<tr>
297
+
<td style="white-space: nowrap">Pg Loader</td>
298
+
<td style="white-space: nowrap; text-align: right">883.24</td>
299
+
<td style="white-space: nowrap; text-align: right">1.13 ms</td>
300
+
<td style="white-space: nowrap; text-align: right">±62.88%</td>
301
+
<td style="white-space: nowrap; text-align: right">0.93 ms</td>
302
+
<td style="white-space: nowrap; text-align: right">2.71 ms</td>
303
+
</tr>
304
+
305
+
<tr>
306
+
<td style="white-space: nowrap">SQLite3 Loader</td>
307
+
<td style="white-space: nowrap; text-align: right">873.53</td>
308
+
<td style="white-space: nowrap; text-align: right">1.14 ms</td>
309
+
<td style="white-space: nowrap; text-align: right">±60.06%</td>
310
+
<td style="white-space: nowrap; text-align: right">0.92 ms</td>
311
+
<td style="white-space: nowrap; text-align: right">2.90 ms</td>
312
+
</tr>
313
+
314
+
<tr>
315
+
<td style="white-space: nowrap">MyXQL Loader</td>
316
+
<td style="white-space: nowrap; text-align: right">862.33</td>
317
+
<td style="white-space: nowrap; text-align: right">1.16 ms</td>
318
+
<td style="white-space: nowrap; text-align: right">±62.27%</td>
319
+
<td style="white-space: nowrap; text-align: right">0.92 ms</td>
320
+
<td style="white-space: nowrap; text-align: right">2.77 ms</td>
321
+
</tr>
322
+
323
+
</table>
324
+
325
+
326
+
Comparison
327
+
328
+
<table style="width: 1%">
329
+
<tr>
330
+
<th>Name</th>
331
+
<th style="text-align: right">IPS</th>
332
+
<th style="text-align: right">Slower</th>
333
+
<tr>
334
+
<td style="white-space: nowrap">Pg Loader</td>
335
+
<td style="white-space: nowrap;text-align: right">883.24</td>
336
+
<td> </td>
337
+
</tr>
338
+
339
+
<tr>
340
+
<td style="white-space: nowrap">SQLite3 Loader</td>
341
+
<td style="white-space: nowrap; text-align: right">873.53</td>
342
+
<td style="white-space: nowrap; text-align: right">1.01x</td>
343
+
</tr>
344
+
345
+
<tr>
346
+
<td style="white-space: nowrap">MyXQL Loader</td>
347
+
<td style="white-space: nowrap; text-align: right">862.33</td>
348
+
<td style="white-space: nowrap; text-align: right">1.02x</td>
349
+
</tr>
350
+
351
+
</table>
352
+
353
+
354
+
355
+
<hr/>
356
+
357
+
358
+
__Input: Time attr__
359
+
360
+
Run Time
361
+
362
+
<table style="width: 1%">
363
+
<tr>
364
+
<th>Name</th>
365
+
<th style="text-align: right">IPS</th>
366
+
<th style="text-align: right">Average</th>
367
+
<th style="text-align: right">Devitation</th>
368
+
<th style="text-align: right">Median</th>
369
+
<th style="text-align: right">99th %</th>
370
+
</tr>
371
+
372
+
<tr>
373
+
<td style="white-space: nowrap">SQLite3 Loader</td>
374
+
<td style="white-space: nowrap; text-align: right">3.40</td>
375
+
<td style="white-space: nowrap; text-align: right">294.30 ms</td>
376
+
<td style="white-space: nowrap; text-align: right">±15.60%</td>
377
+
<td style="white-space: nowrap; text-align: right">281.23 ms</td>
378
+
<td style="white-space: nowrap; text-align: right">367.65 ms</td>
379
+
</tr>
380
+
381
+
<tr>
382
+
<td style="white-space: nowrap">MyXQL Loader</td>
383
+
<td style="white-space: nowrap; text-align: right">3.18</td>
384
+
<td style="white-space: nowrap; text-align: right">314.55 ms</td>
385
+
<td style="white-space: nowrap; text-align: right">±17.11%</td>
386
+
<td style="white-space: nowrap; text-align: right">313.35 ms</td>
387
+
<td style="white-space: nowrap; text-align: right">415.89 ms</td>
388
+
</tr>
389
+
390
+
<tr>
391
+
<td style="white-space: nowrap">Pg Loader</td>
392
+
<td style="white-space: nowrap; text-align: right">3.03</td>
393
+
<td style="white-space: nowrap; text-align: right">329.99 ms</td>
394
+
<td style="white-space: nowrap; text-align: right">±16.46%</td>
395
+
<td style="white-space: nowrap; text-align: right">321.68 ms</td>
396
+
<td style="white-space: nowrap; text-align: right">457.42 ms</td>
397
+
</tr>
398
+
399
+
</table>
400
+
401
+
402
+
Comparison
403
+
404
+
<table style="width: 1%">
405
+
<tr>
406
+
<th>Name</th>
407
+
<th style="text-align: right">IPS</th>
408
+
<th style="text-align: right">Slower</th>
409
+
<tr>
410
+
<td style="white-space: nowrap">SQLite3 Loader</td>
411
+
<td style="white-space: nowrap;text-align: right">3.40</td>
412
+
<td> </td>
413
+
</tr>
414
+
415
+
<tr>
416
+
<td style="white-space: nowrap">MyXQL Loader</td>
417
+
<td style="white-space: nowrap; text-align: right">3.18</td>
418
+
<td style="white-space: nowrap; text-align: right">1.07x</td>
419
+
</tr>
420
+
421
+
<tr>
422
+
<td style="white-space: nowrap">Pg Loader</td>
423
+
<td style="white-space: nowrap; text-align: right">3.03</td>
424
+
<td style="white-space: nowrap; text-align: right">1.12x</td>
425
+
</tr>
426
+
427
+
</table>
428
+
429
+
430
+
431
+
<hr/>
432
+
433
+
434
+
__Input: UUID attr__
435
+
436
+
Run Time
437
+
438
+
<table style="width: 1%">
439
+
<tr>
440
+
<th>Name</th>
441
+
<th style="text-align: right">IPS</th>
442
+
<th style="text-align: right">Average</th>
443
+
<th style="text-align: right">Devitation</th>
444
+
<th style="text-align: right">Median</th>
445
+
<th style="text-align: right">99th %</th>
446
+
</tr>
447
+
448
+
<tr>
449
+
<td style="white-space: nowrap">SQLite3 Loader</td>
450
+
<td style="white-space: nowrap; text-align: right">3.61</td>
451
+
<td style="white-space: nowrap; text-align: right">277.20 ms</td>
452
+
<td style="white-space: nowrap; text-align: right">±16.59%</td>
453
+
<td style="white-space: nowrap; text-align: right">266.05 ms</td>
454
+
<td style="white-space: nowrap; text-align: right">372.08 ms</td>
455
+
</tr>
456
+
457
+
<tr>
458
+
<td style="white-space: nowrap">Pg Loader</td>
459
+
<td style="white-space: nowrap; text-align: right">2.75</td>
460
+
<td style="white-space: nowrap; text-align: right">363.06 ms</td>
461
+
<td style="white-space: nowrap; text-align: right">±14.14%</td>
462
+
<td style="white-space: nowrap; text-align: right">382.70 ms</td>
463
+
<td style="white-space: nowrap; text-align: right">437.37 ms</td>
464
+
</tr>
465
+
466
+
<tr>
467
+
<td style="white-space: nowrap">MyXQL Loader</td>
468
+
<td style="white-space: nowrap; text-align: right">2.73</td>
469
+
<td style="white-space: nowrap; text-align: right">365.91 ms</td>
470
+
<td style="white-space: nowrap; text-align: right">±19.81%</td>
471
+
<td style="white-space: nowrap; text-align: right">367.23 ms</td>
472
+
<td style="white-space: nowrap; text-align: right">515.29 ms</td>
473
+
</tr>
474
+
475
+
</table>
476
+
477
+
478
+
Comparison
479
+
480
+
<table style="width: 1%">
481
+
<tr>
482
+
<th>Name</th>
483
+
<th style="text-align: right">IPS</th>
484
+
<th style="text-align: right">Slower</th>
485
+
<tr>
486
+
<td style="white-space: nowrap">SQLite3 Loader</td>
487
+
<td style="white-space: nowrap;text-align: right">3.61</td>
488
+
<td> </td>
489
+
</tr>
490
+
491
+
<tr>
492
+
<td style="white-space: nowrap">Pg Loader</td>
493
+
<td style="white-space: nowrap; text-align: right">2.75</td>
494
+
<td style="white-space: nowrap; text-align: right">1.31x</td>
495
+
</tr>
496
+
497
+
<tr>
498
+
<td style="white-space: nowrap">MyXQL Loader</td>
499
+
<td style="white-space: nowrap; text-align: right">2.73</td>
500
+
<td style="white-space: nowrap; text-align: right">1.32x</td>
501
+
</tr>
502
+
503
+
</table>
504
+
505
+
506
+
507
+
<hr/>
508
+
+736
bench/results/to_sql.md
+736
bench/results/to_sql.md
···
1
+
2
+
# Benchmark
3
+
4
+
Benchmark run from 2021-03-24 02:02:16.278354Z UTC
5
+
6
+
## System
7
+
8
+
Benchmark suite executing on the following system:
9
+
10
+
<table style="width: 1%">
11
+
<tr>
12
+
<th style="width: 1%; white-space: nowrap">Operating System</th>
13
+
<td>Linux</td>
14
+
</tr><tr>
15
+
<th style="white-space: nowrap">CPU Information</th>
16
+
<td style="white-space: nowrap">AMD Ryzen 7 PRO 4750U with Radeon Graphics</td>
17
+
</tr><tr>
18
+
<th style="white-space: nowrap">Number of Available Cores</th>
19
+
<td style="white-space: nowrap">16</td>
20
+
</tr><tr>
21
+
<th style="white-space: nowrap">Available Memory</th>
22
+
<td style="white-space: nowrap">14.92 GB</td>
23
+
</tr><tr>
24
+
<th style="white-space: nowrap">Elixir Version</th>
25
+
<td style="white-space: nowrap">1.11.3</td>
26
+
</tr><tr>
27
+
<th style="white-space: nowrap">Erlang Version</th>
28
+
<td style="white-space: nowrap">23.2.6</td>
29
+
</tr>
30
+
</table>
31
+
32
+
## Configuration
33
+
34
+
Benchmark suite executing with the following configuration:
35
+
36
+
<table style="width: 1%">
37
+
<tr>
38
+
<th style="width: 1%">:time</th>
39
+
<td style="white-space: nowrap">5 s</td>
40
+
</tr><tr>
41
+
<th>:parallel</th>
42
+
<td style="white-space: nowrap">1</td>
43
+
</tr><tr>
44
+
<th>:warmup</th>
45
+
<td style="white-space: nowrap">2 s</td>
46
+
</tr>
47
+
</table>
48
+
49
+
## Statistics
50
+
51
+
52
+
53
+
54
+
__Input: Complex Query 2 Joins__
55
+
56
+
Run Time
57
+
58
+
<table style="width: 1%">
59
+
<tr>
60
+
<th>Name</th>
61
+
<th style="text-align: right">IPS</th>
62
+
<th style="text-align: right">Average</th>
63
+
<th style="text-align: right">Devitation</th>
64
+
<th style="text-align: right">Median</th>
65
+
<th style="text-align: right">99th %</th>
66
+
</tr>
67
+
68
+
<tr>
69
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
70
+
<td style="white-space: nowrap; text-align: right">105.28 K</td>
71
+
<td style="white-space: nowrap; text-align: right">9.50 μs</td>
72
+
<td style="white-space: nowrap; text-align: right">±116.92%</td>
73
+
<td style="white-space: nowrap; text-align: right">8.66 μs</td>
74
+
<td style="white-space: nowrap; text-align: right">24.79 μs</td>
75
+
</tr>
76
+
77
+
<tr>
78
+
<td style="white-space: nowrap">Pg Query Builder</td>
79
+
<td style="white-space: nowrap; text-align: right">96.97 K</td>
80
+
<td style="white-space: nowrap; text-align: right">10.31 μs</td>
81
+
<td style="white-space: nowrap; text-align: right">±220.90%</td>
82
+
<td style="white-space: nowrap; text-align: right">8.66 μs</td>
83
+
<td style="white-space: nowrap; text-align: right">26.75 μs</td>
84
+
</tr>
85
+
86
+
<tr>
87
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
88
+
<td style="white-space: nowrap; text-align: right">90.46 K</td>
89
+
<td style="white-space: nowrap; text-align: right">11.05 μs</td>
90
+
<td style="white-space: nowrap; text-align: right">±204.34%</td>
91
+
<td style="white-space: nowrap; text-align: right">8.66 μs</td>
92
+
<td style="white-space: nowrap; text-align: right">39.53 μs</td>
93
+
</tr>
94
+
95
+
</table>
96
+
97
+
98
+
Comparison
99
+
100
+
<table style="width: 1%">
101
+
<tr>
102
+
<th>Name</th>
103
+
<th style="text-align: right">IPS</th>
104
+
<th style="text-align: right">Slower</th>
105
+
<tr>
106
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
107
+
<td style="white-space: nowrap;text-align: right">105.28 K</td>
108
+
<td> </td>
109
+
</tr>
110
+
111
+
<tr>
112
+
<td style="white-space: nowrap">Pg Query Builder</td>
113
+
<td style="white-space: nowrap; text-align: right">96.97 K</td>
114
+
<td style="white-space: nowrap; text-align: right">1.09x</td>
115
+
</tr>
116
+
117
+
<tr>
118
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
119
+
<td style="white-space: nowrap; text-align: right">90.46 K</td>
120
+
<td style="white-space: nowrap; text-align: right">1.16x</td>
121
+
</tr>
122
+
123
+
</table>
124
+
125
+
126
+
127
+
<hr/>
128
+
129
+
130
+
__Input: Complex Query 4 Joins__
131
+
132
+
Run Time
133
+
134
+
<table style="width: 1%">
135
+
<tr>
136
+
<th>Name</th>
137
+
<th style="text-align: right">IPS</th>
138
+
<th style="text-align: right">Average</th>
139
+
<th style="text-align: right">Devitation</th>
140
+
<th style="text-align: right">Median</th>
141
+
<th style="text-align: right">99th %</th>
142
+
</tr>
143
+
144
+
<tr>
145
+
<td style="white-space: nowrap">Pg Query Builder</td>
146
+
<td style="white-space: nowrap; text-align: right">100.25 K</td>
147
+
<td style="white-space: nowrap; text-align: right">9.97 μs</td>
148
+
<td style="white-space: nowrap; text-align: right">±92.25%</td>
149
+
<td style="white-space: nowrap; text-align: right">9.15 μs</td>
150
+
<td style="white-space: nowrap; text-align: right">23.68 μs</td>
151
+
</tr>
152
+
153
+
<tr>
154
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
155
+
<td style="white-space: nowrap; text-align: right">98.47 K</td>
156
+
<td style="white-space: nowrap; text-align: right">10.16 μs</td>
157
+
<td style="white-space: nowrap; text-align: right">±88.64%</td>
158
+
<td style="white-space: nowrap; text-align: right">9.22 μs</td>
159
+
<td style="white-space: nowrap; text-align: right">28.70 μs</td>
160
+
</tr>
161
+
162
+
<tr>
163
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
164
+
<td style="white-space: nowrap; text-align: right">90.40 K</td>
165
+
<td style="white-space: nowrap; text-align: right">11.06 μs</td>
166
+
<td style="white-space: nowrap; text-align: right">±117.48%</td>
167
+
<td style="white-space: nowrap; text-align: right">9.22 μs</td>
168
+
<td style="white-space: nowrap; text-align: right">38.69 μs</td>
169
+
</tr>
170
+
171
+
</table>
172
+
173
+
174
+
Comparison
175
+
176
+
<table style="width: 1%">
177
+
<tr>
178
+
<th>Name</th>
179
+
<th style="text-align: right">IPS</th>
180
+
<th style="text-align: right">Slower</th>
181
+
<tr>
182
+
<td style="white-space: nowrap">Pg Query Builder</td>
183
+
<td style="white-space: nowrap;text-align: right">100.25 K</td>
184
+
<td> </td>
185
+
</tr>
186
+
187
+
<tr>
188
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
189
+
<td style="white-space: nowrap; text-align: right">98.47 K</td>
190
+
<td style="white-space: nowrap; text-align: right">1.02x</td>
191
+
</tr>
192
+
193
+
<tr>
194
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
195
+
<td style="white-space: nowrap; text-align: right">90.40 K</td>
196
+
<td style="white-space: nowrap; text-align: right">1.11x</td>
197
+
</tr>
198
+
199
+
</table>
200
+
201
+
202
+
203
+
<hr/>
204
+
205
+
206
+
__Input: Fetch First Registry__
207
+
208
+
Run Time
209
+
210
+
<table style="width: 1%">
211
+
<tr>
212
+
<th>Name</th>
213
+
<th style="text-align: right">IPS</th>
214
+
<th style="text-align: right">Average</th>
215
+
<th style="text-align: right">Devitation</th>
216
+
<th style="text-align: right">Median</th>
217
+
<th style="text-align: right">99th %</th>
218
+
</tr>
219
+
220
+
<tr>
221
+
<td style="white-space: nowrap">Pg Query Builder</td>
222
+
<td style="white-space: nowrap; text-align: right">173.31 K</td>
223
+
<td style="white-space: nowrap; text-align: right">5.77 μs</td>
224
+
<td style="white-space: nowrap; text-align: right">±389.85%</td>
225
+
<td style="white-space: nowrap; text-align: right">4.47 μs</td>
226
+
<td style="white-space: nowrap; text-align: right">20.18 μs</td>
227
+
</tr>
228
+
229
+
<tr>
230
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
231
+
<td style="white-space: nowrap; text-align: right">173.06 K</td>
232
+
<td style="white-space: nowrap; text-align: right">5.78 μs</td>
233
+
<td style="white-space: nowrap; text-align: right">±411.02%</td>
234
+
<td style="white-space: nowrap; text-align: right">4.82 μs</td>
235
+
<td style="white-space: nowrap; text-align: right">16.20 μs</td>
236
+
</tr>
237
+
238
+
<tr>
239
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
240
+
<td style="white-space: nowrap; text-align: right">167.17 K</td>
241
+
<td style="white-space: nowrap; text-align: right">5.98 μs</td>
242
+
<td style="white-space: nowrap; text-align: right">±420.59%</td>
243
+
<td style="white-space: nowrap; text-align: right">4.82 μs</td>
244
+
<td style="white-space: nowrap; text-align: right">19.42 μs</td>
245
+
</tr>
246
+
247
+
</table>
248
+
249
+
250
+
Comparison
251
+
252
+
<table style="width: 1%">
253
+
<tr>
254
+
<th>Name</th>
255
+
<th style="text-align: right">IPS</th>
256
+
<th style="text-align: right">Slower</th>
257
+
<tr>
258
+
<td style="white-space: nowrap">Pg Query Builder</td>
259
+
<td style="white-space: nowrap;text-align: right">173.31 K</td>
260
+
<td> </td>
261
+
</tr>
262
+
263
+
<tr>
264
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
265
+
<td style="white-space: nowrap; text-align: right">173.06 K</td>
266
+
<td style="white-space: nowrap; text-align: right">1.0x</td>
267
+
</tr>
268
+
269
+
<tr>
270
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
271
+
<td style="white-space: nowrap; text-align: right">167.17 K</td>
272
+
<td style="white-space: nowrap; text-align: right">1.04x</td>
273
+
</tr>
274
+
275
+
</table>
276
+
277
+
278
+
279
+
<hr/>
280
+
281
+
282
+
__Input: Fetch Last Registry__
283
+
284
+
Run Time
285
+
286
+
<table style="width: 1%">
287
+
<tr>
288
+
<th>Name</th>
289
+
<th style="text-align: right">IPS</th>
290
+
<th style="text-align: right">Average</th>
291
+
<th style="text-align: right">Devitation</th>
292
+
<th style="text-align: right">Median</th>
293
+
<th style="text-align: right">99th %</th>
294
+
</tr>
295
+
296
+
<tr>
297
+
<td style="white-space: nowrap">Pg Query Builder</td>
298
+
<td style="white-space: nowrap; text-align: right">177.36 K</td>
299
+
<td style="white-space: nowrap; text-align: right">5.64 μs</td>
300
+
<td style="white-space: nowrap; text-align: right">±446.37%</td>
301
+
<td style="white-space: nowrap; text-align: right">4.47 μs</td>
302
+
<td style="white-space: nowrap; text-align: right">17.67 μs</td>
303
+
</tr>
304
+
305
+
<tr>
306
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
307
+
<td style="white-space: nowrap; text-align: right">169.74 K</td>
308
+
<td style="white-space: nowrap; text-align: right">5.89 μs</td>
309
+
<td style="white-space: nowrap; text-align: right">±394.73%</td>
310
+
<td style="white-space: nowrap; text-align: right">4.82 μs</td>
311
+
<td style="white-space: nowrap; text-align: right">18.16 μs</td>
312
+
</tr>
313
+
314
+
<tr>
315
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
316
+
<td style="white-space: nowrap; text-align: right">162.83 K</td>
317
+
<td style="white-space: nowrap; text-align: right">6.14 μs</td>
318
+
<td style="white-space: nowrap; text-align: right">±383.32%</td>
319
+
<td style="white-space: nowrap; text-align: right">4.82 μs</td>
320
+
<td style="white-space: nowrap; text-align: right">22.14 μs</td>
321
+
</tr>
322
+
323
+
</table>
324
+
325
+
326
+
Comparison
327
+
328
+
<table style="width: 1%">
329
+
<tr>
330
+
<th>Name</th>
331
+
<th style="text-align: right">IPS</th>
332
+
<th style="text-align: right">Slower</th>
333
+
<tr>
334
+
<td style="white-space: nowrap">Pg Query Builder</td>
335
+
<td style="white-space: nowrap;text-align: right">177.36 K</td>
336
+
<td> </td>
337
+
</tr>
338
+
339
+
<tr>
340
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
341
+
<td style="white-space: nowrap; text-align: right">169.74 K</td>
342
+
<td style="white-space: nowrap; text-align: right">1.04x</td>
343
+
</tr>
344
+
345
+
<tr>
346
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
347
+
<td style="white-space: nowrap; text-align: right">162.83 K</td>
348
+
<td style="white-space: nowrap; text-align: right">1.09x</td>
349
+
</tr>
350
+
351
+
</table>
352
+
353
+
354
+
355
+
<hr/>
356
+
357
+
358
+
__Input: Ordinary Delete All__
359
+
360
+
Run Time
361
+
362
+
<table style="width: 1%">
363
+
<tr>
364
+
<th>Name</th>
365
+
<th style="text-align: right">IPS</th>
366
+
<th style="text-align: right">Average</th>
367
+
<th style="text-align: right">Devitation</th>
368
+
<th style="text-align: right">Median</th>
369
+
<th style="text-align: right">99th %</th>
370
+
</tr>
371
+
372
+
<tr>
373
+
<td style="white-space: nowrap">Pg Query Builder</td>
374
+
<td style="white-space: nowrap; text-align: right">335.81 K</td>
375
+
<td style="white-space: nowrap; text-align: right">2.98 μs</td>
376
+
<td style="white-space: nowrap; text-align: right">±775.40%</td>
377
+
<td style="white-space: nowrap; text-align: right">2.03 μs</td>
378
+
<td style="white-space: nowrap; text-align: right">9.43 μs</td>
379
+
</tr>
380
+
381
+
<tr>
382
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
383
+
<td style="white-space: nowrap; text-align: right">325.92 K</td>
384
+
<td style="white-space: nowrap; text-align: right">3.07 μs</td>
385
+
<td style="white-space: nowrap; text-align: right">±948.36%</td>
386
+
<td style="white-space: nowrap; text-align: right">2.02 μs</td>
387
+
<td style="white-space: nowrap; text-align: right">8.31 μs</td>
388
+
</tr>
389
+
390
+
<tr>
391
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
392
+
<td style="white-space: nowrap; text-align: right">301.67 K</td>
393
+
<td style="white-space: nowrap; text-align: right">3.31 μs</td>
394
+
<td style="white-space: nowrap; text-align: right">±832.06%</td>
395
+
<td style="white-space: nowrap; text-align: right">2.03 μs</td>
396
+
<td style="white-space: nowrap; text-align: right">11.59 μs</td>
397
+
</tr>
398
+
399
+
</table>
400
+
401
+
402
+
Comparison
403
+
404
+
<table style="width: 1%">
405
+
<tr>
406
+
<th>Name</th>
407
+
<th style="text-align: right">IPS</th>
408
+
<th style="text-align: right">Slower</th>
409
+
<tr>
410
+
<td style="white-space: nowrap">Pg Query Builder</td>
411
+
<td style="white-space: nowrap;text-align: right">335.81 K</td>
412
+
<td> </td>
413
+
</tr>
414
+
415
+
<tr>
416
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
417
+
<td style="white-space: nowrap; text-align: right">325.92 K</td>
418
+
<td style="white-space: nowrap; text-align: right">1.03x</td>
419
+
</tr>
420
+
421
+
<tr>
422
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
423
+
<td style="white-space: nowrap; text-align: right">301.67 K</td>
424
+
<td style="white-space: nowrap; text-align: right">1.11x</td>
425
+
</tr>
426
+
427
+
</table>
428
+
429
+
430
+
431
+
<hr/>
432
+
433
+
434
+
__Input: Ordinary Order By__
435
+
436
+
Run Time
437
+
438
+
<table style="width: 1%">
439
+
<tr>
440
+
<th>Name</th>
441
+
<th style="text-align: right">IPS</th>
442
+
<th style="text-align: right">Average</th>
443
+
<th style="text-align: right">Devitation</th>
444
+
<th style="text-align: right">Median</th>
445
+
<th style="text-align: right">99th %</th>
446
+
</tr>
447
+
448
+
<tr>
449
+
<td style="white-space: nowrap">Pg Query Builder</td>
450
+
<td style="white-space: nowrap; text-align: right">186.48 K</td>
451
+
<td style="white-space: nowrap; text-align: right">5.36 μs</td>
452
+
<td style="white-space: nowrap; text-align: right">±400.39%</td>
453
+
<td style="white-space: nowrap; text-align: right">4.40 μs</td>
454
+
<td style="white-space: nowrap; text-align: right">17.81 μs</td>
455
+
</tr>
456
+
457
+
<tr>
458
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
459
+
<td style="white-space: nowrap; text-align: right">182.02 K</td>
460
+
<td style="white-space: nowrap; text-align: right">5.49 μs</td>
461
+
<td style="white-space: nowrap; text-align: right">±402.64%</td>
462
+
<td style="white-space: nowrap; text-align: right">4.40 μs</td>
463
+
<td style="white-space: nowrap; text-align: right">17.39 μs</td>
464
+
</tr>
465
+
466
+
<tr>
467
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
468
+
<td style="white-space: nowrap; text-align: right">172.19 K</td>
469
+
<td style="white-space: nowrap; text-align: right">5.81 μs</td>
470
+
<td style="white-space: nowrap; text-align: right">±427.38%</td>
471
+
<td style="white-space: nowrap; text-align: right">4.47 μs</td>
472
+
<td style="white-space: nowrap; text-align: right">21.44 μs</td>
473
+
</tr>
474
+
475
+
</table>
476
+
477
+
478
+
Comparison
479
+
480
+
<table style="width: 1%">
481
+
<tr>
482
+
<th>Name</th>
483
+
<th style="text-align: right">IPS</th>
484
+
<th style="text-align: right">Slower</th>
485
+
<tr>
486
+
<td style="white-space: nowrap">Pg Query Builder</td>
487
+
<td style="white-space: nowrap;text-align: right">186.48 K</td>
488
+
<td> </td>
489
+
</tr>
490
+
491
+
<tr>
492
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
493
+
<td style="white-space: nowrap; text-align: right">182.02 K</td>
494
+
<td style="white-space: nowrap; text-align: right">1.02x</td>
495
+
</tr>
496
+
497
+
<tr>
498
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
499
+
<td style="white-space: nowrap; text-align: right">172.19 K</td>
500
+
<td style="white-space: nowrap; text-align: right">1.08x</td>
501
+
</tr>
502
+
503
+
</table>
504
+
505
+
506
+
507
+
<hr/>
508
+
509
+
510
+
__Input: Ordinary Select All__
511
+
512
+
Run Time
513
+
514
+
<table style="width: 1%">
515
+
<tr>
516
+
<th>Name</th>
517
+
<th style="text-align: right">IPS</th>
518
+
<th style="text-align: right">Average</th>
519
+
<th style="text-align: right">Devitation</th>
520
+
<th style="text-align: right">Median</th>
521
+
<th style="text-align: right">99th %</th>
522
+
</tr>
523
+
524
+
<tr>
525
+
<td style="white-space: nowrap">Pg Query Builder</td>
526
+
<td style="white-space: nowrap; text-align: right">200.19 K</td>
527
+
<td style="white-space: nowrap; text-align: right">5.00 μs</td>
528
+
<td style="white-space: nowrap; text-align: right">±657.77%</td>
529
+
<td style="white-space: nowrap; text-align: right">3.49 μs</td>
530
+
<td style="white-space: nowrap; text-align: right">14.88 μs</td>
531
+
</tr>
532
+
533
+
<tr>
534
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
535
+
<td style="white-space: nowrap; text-align: right">199.77 K</td>
536
+
<td style="white-space: nowrap; text-align: right">5.01 μs</td>
537
+
<td style="white-space: nowrap; text-align: right">±698.35%</td>
538
+
<td style="white-space: nowrap; text-align: right">3.49 μs</td>
539
+
<td style="white-space: nowrap; text-align: right">13.90 μs</td>
540
+
</tr>
541
+
542
+
<tr>
543
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
544
+
<td style="white-space: nowrap; text-align: right">191.70 K</td>
545
+
<td style="white-space: nowrap; text-align: right">5.22 μs</td>
546
+
<td style="white-space: nowrap; text-align: right">±601.95%</td>
547
+
<td style="white-space: nowrap; text-align: right">3.56 μs</td>
548
+
<td style="white-space: nowrap; text-align: right">16.06 μs</td>
549
+
</tr>
550
+
551
+
</table>
552
+
553
+
554
+
Comparison
555
+
556
+
<table style="width: 1%">
557
+
<tr>
558
+
<th>Name</th>
559
+
<th style="text-align: right">IPS</th>
560
+
<th style="text-align: right">Slower</th>
561
+
<tr>
562
+
<td style="white-space: nowrap">Pg Query Builder</td>
563
+
<td style="white-space: nowrap;text-align: right">200.19 K</td>
564
+
<td> </td>
565
+
</tr>
566
+
567
+
<tr>
568
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
569
+
<td style="white-space: nowrap; text-align: right">199.77 K</td>
570
+
<td style="white-space: nowrap; text-align: right">1.0x</td>
571
+
</tr>
572
+
573
+
<tr>
574
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
575
+
<td style="white-space: nowrap; text-align: right">191.70 K</td>
576
+
<td style="white-space: nowrap; text-align: right">1.04x</td>
577
+
</tr>
578
+
579
+
</table>
580
+
581
+
582
+
583
+
<hr/>
584
+
585
+
586
+
__Input: Ordinary Update All__
587
+
588
+
Run Time
589
+
590
+
<table style="width: 1%">
591
+
<tr>
592
+
<th>Name</th>
593
+
<th style="text-align: right">IPS</th>
594
+
<th style="text-align: right">Average</th>
595
+
<th style="text-align: right">Devitation</th>
596
+
<th style="text-align: right">Median</th>
597
+
<th style="text-align: right">99th %</th>
598
+
</tr>
599
+
600
+
<tr>
601
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
602
+
<td style="white-space: nowrap; text-align: right">263.35 K</td>
603
+
<td style="white-space: nowrap; text-align: right">3.80 μs</td>
604
+
<td style="white-space: nowrap; text-align: right">±1304.70%</td>
605
+
<td style="white-space: nowrap; text-align: right">2.86 μs</td>
606
+
<td style="white-space: nowrap; text-align: right">10.13 μs</td>
607
+
</tr>
608
+
609
+
<tr>
610
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
611
+
<td style="white-space: nowrap; text-align: right">260.96 K</td>
612
+
<td style="white-space: nowrap; text-align: right">3.83 μs</td>
613
+
<td style="white-space: nowrap; text-align: right">±760.59%</td>
614
+
<td style="white-space: nowrap; text-align: right">2.86 μs</td>
615
+
<td style="white-space: nowrap; text-align: right">10.20 μs</td>
616
+
</tr>
617
+
618
+
<tr>
619
+
<td style="white-space: nowrap">Pg Query Builder</td>
620
+
<td style="white-space: nowrap; text-align: right">249.05 K</td>
621
+
<td style="white-space: nowrap; text-align: right">4.02 μs</td>
622
+
<td style="white-space: nowrap; text-align: right">±827.04%</td>
623
+
<td style="white-space: nowrap; text-align: right">2.86 μs</td>
624
+
<td style="white-space: nowrap; text-align: right">12.99 μs</td>
625
+
</tr>
626
+
627
+
</table>
628
+
629
+
630
+
Comparison
631
+
632
+
<table style="width: 1%">
633
+
<tr>
634
+
<th>Name</th>
635
+
<th style="text-align: right">IPS</th>
636
+
<th style="text-align: right">Slower</th>
637
+
<tr>
638
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
639
+
<td style="white-space: nowrap;text-align: right">263.35 K</td>
640
+
<td> </td>
641
+
</tr>
642
+
643
+
<tr>
644
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
645
+
<td style="white-space: nowrap; text-align: right">260.96 K</td>
646
+
<td style="white-space: nowrap; text-align: right">1.01x</td>
647
+
</tr>
648
+
649
+
<tr>
650
+
<td style="white-space: nowrap">Pg Query Builder</td>
651
+
<td style="white-space: nowrap; text-align: right">249.05 K</td>
652
+
<td style="white-space: nowrap; text-align: right">1.06x</td>
653
+
</tr>
654
+
655
+
</table>
656
+
657
+
658
+
659
+
<hr/>
660
+
661
+
662
+
__Input: Ordinary Where__
663
+
664
+
Run Time
665
+
666
+
<table style="width: 1%">
667
+
<tr>
668
+
<th>Name</th>
669
+
<th style="text-align: right">IPS</th>
670
+
<th style="text-align: right">Average</th>
671
+
<th style="text-align: right">Devitation</th>
672
+
<th style="text-align: right">Median</th>
673
+
<th style="text-align: right">99th %</th>
674
+
</tr>
675
+
676
+
<tr>
677
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
678
+
<td style="white-space: nowrap; text-align: right">162.26 K</td>
679
+
<td style="white-space: nowrap; text-align: right">6.16 μs</td>
680
+
<td style="white-space: nowrap; text-align: right">±343.86%</td>
681
+
<td style="white-space: nowrap; text-align: right">5.31 μs</td>
682
+
<td style="white-space: nowrap; text-align: right">17.74 μs</td>
683
+
</tr>
684
+
685
+
<tr>
686
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
687
+
<td style="white-space: nowrap; text-align: right">159.31 K</td>
688
+
<td style="white-space: nowrap; text-align: right">6.28 μs</td>
689
+
<td style="white-space: nowrap; text-align: right">±305.50%</td>
690
+
<td style="white-space: nowrap; text-align: right">5.38 μs</td>
691
+
<td style="white-space: nowrap; text-align: right">19.35 μs</td>
692
+
</tr>
693
+
694
+
<tr>
695
+
<td style="white-space: nowrap">Pg Query Builder</td>
696
+
<td style="white-space: nowrap; text-align: right">154.28 K</td>
697
+
<td style="white-space: nowrap; text-align: right">6.48 μs</td>
698
+
<td style="white-space: nowrap; text-align: right">±355.38%</td>
699
+
<td style="white-space: nowrap; text-align: right">5.45 μs</td>
700
+
<td style="white-space: nowrap; text-align: right">20.04 μs</td>
701
+
</tr>
702
+
703
+
</table>
704
+
705
+
706
+
Comparison
707
+
708
+
<table style="width: 1%">
709
+
<tr>
710
+
<th>Name</th>
711
+
<th style="text-align: right">IPS</th>
712
+
<th style="text-align: right">Slower</th>
713
+
<tr>
714
+
<td style="white-space: nowrap">MyXQL Query Builder</td>
715
+
<td style="white-space: nowrap;text-align: right">162.26 K</td>
716
+
<td> </td>
717
+
</tr>
718
+
719
+
<tr>
720
+
<td style="white-space: nowrap">SQLite3 Query Builder</td>
721
+
<td style="white-space: nowrap; text-align: right">159.31 K</td>
722
+
<td style="white-space: nowrap; text-align: right">1.02x</td>
723
+
</tr>
724
+
725
+
<tr>
726
+
<td style="white-space: nowrap">Pg Query Builder</td>
727
+
<td style="white-space: nowrap; text-align: right">154.28 K</td>
728
+
<td style="white-space: nowrap; text-align: right">1.05x</td>
729
+
</tr>
730
+
731
+
</table>
732
+
733
+
734
+
735
+
<hr/>
736
+
+8
-4
bench/scripts/macro/all_bench.exs
+8
-4
bench/scripts/macro/all_bench.exs
···
20
20
21
21
alias Ecto.Bench.User
22
22
23
-
limit = 5_000
23
+
limit = 1_000
24
24
25
25
users =
26
26
1..limit
27
27
|> Enum.map(fn _ -> User.sample_data() end)
28
28
29
29
# We need to insert data to fetch
30
+
Ecto.Bench.SQLite3Repo.insert_all(User, users)
30
31
Ecto.Bench.PgRepo.insert_all(User, users)
31
32
Ecto.Bench.MyXQLRepo.insert_all(User, users)
32
33
33
34
jobs = %{
35
+
"SQLite3 Repo.all/2" => fn -> Ecto.Bench.SQLite3Repo.all(User, limit: limit) end,
34
36
"Pg Repo.all/2" => fn -> Ecto.Bench.PgRepo.all(User, limit: limit) end,
35
37
"MyXQL Repo.all/2" => fn -> Ecto.Bench.MyXQLRepo.all(User, limit: limit) end
36
38
}
37
39
38
40
path = System.get_env("BENCHMARKS_OUTPUT_PATH") || "bench/results"
39
-
file = Path.join(path, "all.json")
40
41
41
42
Benchee.run(
42
43
jobs,
43
-
formatters: [Benchee.Formatters.JSON, Benchee.Formatters.Console],
44
-
formatter_options: [json: [file: file]],
44
+
formatters: [
45
+
Benchee.Formatters.Console,
46
+
{Benchee.Formatters.Markdown, file: Path.join(path, "all.md")}
47
+
],
45
48
time: 10,
46
49
after_each: fn results ->
47
50
^limit = length(results)
···
49
52
)
50
53
51
54
# Clean inserted data
55
+
Ecto.Bench.SQLite3Repo.delete_all(User)
52
56
Ecto.Bench.PgRepo.delete_all(User)
53
57
Ecto.Bench.MyXQLRepo.delete_all(User)
+6
-5
bench/scripts/macro/insert_bench.exs
+6
-5
bench/scripts/macro/insert_bench.exs
···
25
25
}
26
26
27
27
jobs = %{
28
-
"Exqlite Insert" => fn entry -> Ecto.Bench.ExqliteRepo.insert!(entry) end,
28
+
"SQLite3 Insert" => fn entry -> Ecto.Bench.SQLite3Repo.insert!(entry) end,
29
29
"Pg Insert" => fn entry -> Ecto.Bench.PgRepo.insert!(entry) end,
30
30
"MyXQL Insert" => fn entry -> Ecto.Bench.MyXQLRepo.insert!(entry) end
31
31
}
32
32
33
33
path = System.get_env("BENCHMARKS_OUTPUT_PATH") || "bench/results"
34
-
file = Path.join(path, "insert.json")
35
34
36
35
Benchee.run(
37
36
jobs,
38
37
inputs: inputs,
39
-
formatters: [Benchee.Formatters.JSON, Benchee.Formatters.Console],
40
-
formatter_options: [json: [file: file]]
38
+
formatters: [
39
+
Benchee.Formatters.Console,
40
+
{Benchee.Formatters.Markdown, file: Path.join(path, "insert.md")}
41
+
]
41
42
)
42
43
43
44
# Clean inserted data
44
-
Ecto.Bench.ExqliteRepo.delete_all(User)
45
+
Ecto.Bench.SQLite3Repo.delete_all(User)
45
46
Ecto.Bench.PgRepo.delete_all(User)
46
47
Ecto.Bench.MyXQLRepo.delete_all(User)
+12
-7
bench/scripts/micro/load_bench.exs
+12
-7
bench/scripts/micro/load_bench.exs
···
30
30
1..1_000_000 |> Enum.map(fn _ -> %{name: "Alice", email: "email@email.com"} end),
31
31
"Time attr" =>
32
32
1..100_000 |> Enum.map(fn _ -> %{name: "Alice", time_attr: ~T[21:25:04.361140]} end),
33
-
"Date attr" => 1..100_000 |> Enum.map(fn _ -> %{name: "Alice", date_attr: ~D[2018-06-20]} end),
34
-
"NaiveDateTime attr" =>
35
-
1..100_000
36
-
|> Enum.map(fn _ -> %{name: "Alice", naive_datetime_attr: ~N[2019-06-20 21:32:07.424178]} end),
33
+
"Date attr" =>
34
+
1..100_000 |> Enum.map(fn _ -> %{name: "Alice", date_attr: ~D[2018-06-20]} end),
35
+
# "NaiveDateTime attr" =>
36
+
# 1..100_000
37
+
# |> Enum.map(fn _ -> %{name: "Alice", naive_datetime_attr: ~N[2019-06-20 21:32:07.424178]} end),
37
38
"UUID attr" =>
38
39
1..100_000
39
40
|> Enum.map(fn _ -> %{name: "Alice", uuid: Ecto.UUID.bingenerate()} end)
40
41
}
41
42
42
43
jobs = %{
44
+
"SQLite3 Loader" => fn data ->
45
+
Enum.map(data, &Ecto.Bench.SQLite3Repo.load(User, &1))
46
+
end,
43
47
"Pg Loader" => fn data -> Enum.map(data, &Ecto.Bench.PgRepo.load(User, &1)) end,
44
48
"MyXQL Loader" => fn data -> Enum.map(data, &Ecto.Bench.MyXQLRepo.load(User, &1)) end
45
49
}
46
50
47
51
path = System.get_env("BENCHMARKS_OUTPUT_PATH") || "bench/results"
48
-
file = Path.join(path, "load.json")
49
52
50
53
Benchee.run(
51
54
jobs,
52
55
inputs: inputs,
53
-
formatters: [Benchee.Formatters.JSON, Benchee.Formatters.Console],
54
-
formatter_options: [json: [file: file]]
56
+
formatters: [
57
+
Benchee.Formatters.Console,
58
+
{Benchee.Formatters.Markdown, file: Path.join(path, "load.md")}
59
+
]
55
60
)
+10
-4
bench/scripts/micro/to_sql_bench.exs
+10
-4
bench/scripts/micro/to_sql_bench.exs
···
49
49
}
50
50
51
51
jobs = %{
52
+
"SQLite3 Query Builder" => fn {type, query} ->
53
+
Ecto.Bench.SQLite3Repo.to_sql(type, query)
54
+
end,
52
55
"Pg Query Builder" => fn {type, query} -> Ecto.Bench.PgRepo.to_sql(type, query) end,
53
-
"MyXQL Query Builder" => fn {type, query} -> Ecto.Bench.MyXQLRepo.to_sql(type, query) end
56
+
"MyXQL Query Builder" => fn {type, query} ->
57
+
Ecto.Bench.MyXQLRepo.to_sql(type, query)
58
+
end
54
59
}
55
60
56
61
path = System.get_env("BENCHMARKS_OUTPUT_PATH") || "bench/results"
57
-
file = Path.join(path, "to_sql.json")
58
62
59
63
Benchee.run(
60
64
jobs,
61
65
inputs: inputs,
62
-
formatters: [Benchee.Formatters.JSON, Benchee.Formatters.Console],
63
-
formatter_options: [json: [file: file]]
66
+
formatters: [
67
+
Benchee.Formatters.Console,
68
+
{Benchee.Formatters.Markdown, file: Path.join(path, "to_sql.md")}
69
+
]
64
70
)
+5
-5
bench/support/repo.exs
+5
-5
bench/support/repo.exs
···
20
20
21
21
Application.put_env(
22
22
:ecto_sql,
23
-
Ecto.Bench.ExqliteRepo,
24
-
adapter: Ecto.Adapters.Exqlite,
25
-
database: "/tmp/exqlite_bench.db",
23
+
Ecto.Bench.SQLite3Repo,
24
+
adapter: Ecto.Adapters.SQLite3,
25
+
database: "/tmp/SQLite3_bench.db",
26
26
journal_mode: :wal,
27
27
cache_size: -64000,
28
28
temp_store: :memory,
···
38
38
use Ecto.Repo, otp_app: :ecto_sql, adapter: Ecto.Adapters.MyXQL, log: false
39
39
end
40
40
41
-
defmodule Ecto.Bench.ExqliteRepo do
42
-
use Ecto.Repo, otp_app: :ecto_sql, adapter: Ecto.Adapters.Exqlite, log: false
41
+
defmodule Ecto.Bench.SQLite3Repo do
42
+
use Ecto.Repo, otp_app: :ecto_sql, adapter: Ecto.Adapters.SQLite3, log: false
43
43
end
+6
-6
bench/support/setup.exs
+6
-6
bench/support/setup.exs
···
2
2
Code.require_file("migrations.exs", __DIR__)
3
3
Code.require_file("schemas.exs", __DIR__)
4
4
5
-
alias Ecto.Bench.{PgRepo, MyXQLRepo, ExqliteRepo, CreateUser}
5
+
alias Ecto.Bench.{PgRepo, MyXQLRepo, SQLite3Repo, CreateUser}
6
6
7
7
{:ok, _} = Ecto.Adapters.Postgres.ensure_all_started(PgRepo.config(), :temporary)
8
8
{:ok, _} = Ecto.Adapters.MyXQL.ensure_all_started(MyXQLRepo.config(), :temporary)
9
-
{:ok, _} = Ecto.Adapters.Exqlite.ensure_all_started(ExqliteRepo.config(), :temporary)
9
+
{:ok, _} = Ecto.Adapters.SQLite3.ensure_all_started(SQLite3Repo.config(), :temporary)
10
10
11
11
_ = Ecto.Adapters.Postgres.storage_down(PgRepo.config())
12
12
:ok = Ecto.Adapters.Postgres.storage_up(PgRepo.config())
···
14
14
_ = Ecto.Adapters.MyXQL.storage_down(MyXQLRepo.config())
15
15
:ok = Ecto.Adapters.MyXQL.storage_up(MyXQLRepo.config())
16
16
17
-
_ = Ecto.Adapters.Exqlite.storage_down(ExqliteRepo.config())
18
-
:ok = Ecto.Adapters.Exqlite.storage_up(ExqliteRepo.config())
17
+
_ = Ecto.Adapters.SQLite3.storage_down(SQLite3Repo.config())
18
+
:ok = Ecto.Adapters.SQLite3.storage_up(SQLite3Repo.config())
19
19
20
20
{:ok, _pid} = PgRepo.start_link(log: false)
21
21
{:ok, _pid} = MyXQLRepo.start_link(log: false)
22
-
{:ok, _pid} = ExqliteRepo.start_link(log: false)
22
+
{:ok, _pid} = SQLite3Repo.start_link(log: false)
23
23
24
24
:ok = Ecto.Migrator.up(PgRepo, 0, CreateUser, log: false)
25
25
:ok = Ecto.Migrator.up(MyXQLRepo, 0, CreateUser, log: false)
26
-
:ok = Ecto.Migrator.up(ExqliteRepo, 0, CreateUser, log: false)
26
+
:ok = Ecto.Migrator.up(SQLite3Repo, 0, CreateUser, log: false)
+3
-3
mix.exs
+3
-3
mix.exs
···
36
36
{:ecto, "~> 3.5"},
37
37
{:exqlite, "~> 0.5"},
38
38
{:ex_doc, "~> 0.23.0", only: [:dev], runtime: false},
39
-
{:jason, ">= 0.0.0", only: [:test, :docs]},
39
+
{:jason, ">= 0.0.0", only: [:bench, :test, :docs]},
40
40
{:temp, "~> 0.4", only: [:test]},
41
41
42
42
# Benchmarks
43
-
{:benchee, "~> 0.11.0", only: :bench},
44
-
{:benchee_json, "~> 0.4.0", only: :bench},
43
+
{:benchee, "~> 1.0", only: :bench},
44
+
{:benchee_markdown, "~> 0.2", only: :bench},
45
45
{:postgrex, "~> 0.15.0", only: :bench},
46
46
{:myxql, "~> 0.4.0", only: :bench}
47
47
]
+3
-4
mix.lock
+3
-4
mix.lock
···
1
1
%{
2
-
"benchee": {:hex, :benchee, "0.11.0", "cf96e328ff5d69838dd89c21a9db22716bfcc6ef772e9d9dddf7ba622102722d", [:mix], [{:deep_merge, "~> 0.1", [hex: :deep_merge, repo: "hexpm", optional: false]}], "hexpm", "c345e090e0a61bf33e0385aa3ad394fcb7d863e313bc3fca522e390c7f39166e"},
3
-
"benchee_json": {:hex, :benchee_json, "0.4.0", "59d3277829bd1dca8373cdb20b916cb435c2647be235d09963fc0959db908c36", [:mix], [{:benchee, "~> 0.10", [hex: :benchee, repo: "hexpm", optional: false]}, {:poison, ">= 1.4.0", [hex: :poison, repo: "hexpm", optional: false]}], "hexpm", "71a3edb6a30708de2a01368aa8f288e1c0ed7897b125adc396ce7c2c7245b1e7"},
2
+
"benchee": {:hex, :benchee, "1.0.1", "66b211f9bfd84bd97e6d1beaddf8fc2312aaabe192f776e8931cb0c16f53a521", [:mix], [{:deep_merge, "~> 1.0", [hex: :deep_merge, repo: "hexpm", optional: false]}], "hexpm", "3ad58ae787e9c7c94dd7ceda3b587ec2c64604563e049b2a0e8baafae832addb"},
3
+
"benchee_markdown": {:hex, :benchee_markdown, "0.2.6", "52fe95c8a4a744e5127264c3cb72db70f2adcc05113139e0a0b69b4df9e95ada", [:mix], [{:benchee, ">= 0.99.0 and < 2.0.0", [hex: :benchee, repo: "hexpm", optional: false]}], "hexpm", "0c2cb871befab33ab79ab204391400983c3a3aad55a3c0e2f0aac31a8b445ca4"},
4
4
"connection": {:hex, :connection, "1.1.0", "ff2a49c4b75b6fb3e674bfc5536451607270aac754ffd1bdfe175abe4a6d7a68", [:mix], [], "hexpm", "722c1eb0a418fbe91ba7bd59a47e28008a189d47e37e0e7bb85585a016b2869c"},
5
5
"db_connection": {:hex, :db_connection, "2.3.1", "4c9f3ed1ef37471cbdd2762d6655be11e38193904d9c5c1c9389f1b891a3088e", [:mix], [{:connection, "~> 1.0", [hex: :connection, repo: "hexpm", optional: false]}], "hexpm", "abaab61780dde30301d840417890bd9f74131041afd02174cf4e10635b3a63f5"},
6
6
"decimal": {:hex, :decimal, "2.0.0", "a78296e617b0f5dd4c6caf57c714431347912ffb1d0842e998e9792b5642d697", [:mix], [], "hexpm", "34666e9c55dea81013e77d9d87370fe6cb6291d1ef32f46a1600230b1d44f577"},
7
-
"deep_merge": {:hex, :deep_merge, "0.2.0", "c1050fa2edf4848b9f556fba1b75afc66608a4219659e3311d9c9427b5b680b3", [:mix], [], "hexpm", "e3bf435a54ed27b0ba3a01eb117ae017988804e136edcbe8a6a14c310daa966e"},
7
+
"deep_merge": {:hex, :deep_merge, "1.0.0", "b4aa1a0d1acac393bdf38b2291af38cb1d4a52806cf7a4906f718e1feb5ee961", [:mix], [], "hexpm", "ce708e5f094b9cd4e8f2be4f00d2f4250c4095be93f8cd6d018c753894885430"},
8
8
"earmark_parser": {:hex, :earmark_parser, "1.4.12", "b245e875ec0a311a342320da0551da407d9d2b65d98f7a9597ae078615af3449", [:mix], [], "hexpm", "711e2cc4d64abb7d566d43f54b78f7dc129308a63bc103fbd88550d2174b3160"},
9
9
"ecto": {:hex, :ecto, "3.5.8", "8ebf12be6016cb99313348ba7bb4612f4114b9a506d6da79a2adc7ef449340bc", [:mix], [{:decimal, "~> 1.6 or ~> 2.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}, {:telemetry, "~> 0.4", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "ea0be182ea8922eb7742e3ae8e71b67ee00ae177de1bf76210299a5f16ba4c77"},
10
10
"ecto_sql": {:hex, :ecto_sql, "3.5.4", "a9e292c40bd79fff88885f95f1ecd7b2516e09aa99c7dd0201aa84c54d2358e4", [:mix], [{:db_connection, "~> 2.2", [hex: :db_connection, repo: "hexpm", optional: false]}, {:ecto, "~> 3.5.0", [hex: :ecto, repo: "hexpm", optional: false]}, {:myxql, "~> 0.3.0 or ~> 0.4.0", [hex: :myxql, repo: "hexpm", optional: true]}, {:postgrex, "~> 0.15.0 or ~> 1.0", [hex: :postgrex, repo: "hexpm", optional: true]}, {:tds, "~> 2.1.1", [hex: :tds, repo: "hexpm", optional: true]}, {:telemetry, "~> 0.4.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "1fff1a28a898d7bbef263f1f3ea425b04ba9f33816d843238c84eff883347343"},
···
16
16
"makeup_elixir": {:hex, :makeup_elixir, "0.15.1", "b5888c880d17d1cc3e598f05cdb5b5a91b7b17ac4eaf5f297cb697663a1094dd", [:mix], [{:makeup, "~> 1.0", [hex: :makeup, repo: "hexpm", optional: false]}, {:nimble_parsec, "~> 1.1", [hex: :nimble_parsec, repo: "hexpm", optional: false]}], "hexpm", "db68c173234b07ab2a07f645a5acdc117b9f99d69ebf521821d89690ae6c6ec8"},
17
17
"myxql": {:hex, :myxql, "0.4.5", "49784e6a3e4fc33088cc9004948ef255ee698b0d7b533fb1fa453cc99a3f9972", [:mix], [{:db_connection, "~> 2.0", [hex: :db_connection, repo: "hexpm", optional: false]}, {:decimal, "~> 1.6 or ~> 2.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:geo, "~> 3.3", [hex: :geo, repo: "hexpm", optional: true]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm", "40a6166ab0a54f44a6e2c437aed6360ce51ce7f779557ae30d1cc4c4b4e7ad13"},
18
18
"nimble_parsec": {:hex, :nimble_parsec, "1.1.0", "3a6fca1550363552e54c216debb6a9e95bd8d32348938e13de5eda962c0d7f89", [:mix], [], "hexpm", "08eb32d66b706e913ff748f11694b17981c0b04a33ef470e33e11b3d3ac8f54b"},
19
-
"poison": {:hex, :poison, "4.0.1", "bcb755a16fac91cad79bfe9fc3585bb07b9331e50cfe3420a24bcc2d735709ae", [:mix], [], "hexpm", "ba8836feea4b394bb718a161fc59a288fe0109b5006d6bdf97b6badfcf6f0f25"},
20
19
"postgrex": {:hex, :postgrex, "0.15.8", "f5e782bbe5e8fa178d5e3cd1999c857dc48eda95f0a4d7f7bd92a50e84a0d491", [:mix], [{:connection, "~> 1.0", [hex: :connection, repo: "hexpm", optional: false]}, {:db_connection, "~> 2.1", [hex: :db_connection, repo: "hexpm", optional: false]}, {:decimal, "~> 1.5 or ~> 2.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm", "698fbfacea34c4cf22c8281abeb5cf68d99628d541874f085520ab3b53d356fe"},
21
20
"telemetry": {:hex, :telemetry, "0.4.2", "2808c992455e08d6177322f14d3bdb6b625fbcfd233a73505870d8738a2f4599", [:rebar3], [], "hexpm", "2d1419bd9dda6a206d7b5852179511722e2b18812310d304620c7bd92a13fcef"},
22
21
"temp": {:hex, :temp, "0.4.7", "2c78482cc2294020a4bc0c95950b907ff386523367d4e63308a252feffbea9f2", [:mix], [], "hexpm", "6af19e7d6a85a427478be1021574d1ae2a1e1b90882586f06bde76c63cd03e0d"},