up

content/posts/23-web-api-benchmarks-2025/index.md

@@ -158,7 +158,7 @@ services:
         - traefik.http.services.fastapi.loadbalancer.server.port=8000
       replicas: 2
       placement:
-        max_replicas_per_node: 2
+        max_replicas_per_node: 1
         constraints:
           - node.labels.run == true
 
@@ -1030,30 +1030,28 @@ Huge gap in performance against Laravel Octane here, about twice better ! Withou
 
 ### FastAPI
 
-As a side note here, uvicorn is limited to 1 CPU core, so I use 2 replicas on each worker to use all CPU cores.
-
 #### FastAPI scenario 1
 
 Iteration creation rate =  **15/s**
 
 ```txt
-checks.........................: 100.00% 39525 out of 39525
+checks.........................: 100.00% 28764 out of 28764
-data_received..................: 324 MB  5.2 MB/s
+data_received..................: 234 MB  3.7 MB/s
-data_sent......................: 3.5 MB  56 kB/s
+data_sent......................: 2.6 MB  41 kB/s
-dropped_iterations.............: 126     2.032659/s
+dropped_iterations.............: 336     5.300365/s
-http_req_blocked...............: avg=22.84µs  min=258ns    med=1.01µs   max=41.9ms   p(90)=1.45µs   p(95)=1.6µs
+http_req_blocked...............: avg=39.99µs  min=242ns   med=669ns    max=68.16ms  p(90)=1.14µs   p(95)=1.32µs
-http_req_connecting............: avg=1.32µs   min=0s       med=0s       max=3.49ms   p(90)=0s       p(95)=0s
+http_req_connecting............: avg=1.66µs   min=0s      med=0s       max=3.75ms   p(90)=0s       p(95)=0s
-http_req_duration..............: avg=69.4ms   min=6.28ms   med=62.49ms  max=323.87ms p(90)=131.32ms p(95)=147.63ms
+http_req_duration..............: avg=103.18ms min=6.22ms  med=101.32ms max=452.09ms p(90)=139.92ms p(95)=157.15ms
-  { expected_response:true }...: avg=69.4ms   min=6.28ms   med=62.49ms  max=323.87ms p(90)=131.32ms p(95)=147.63ms
+  { expected_response:true }...: avg=103.18ms min=6.22ms  med=101.32ms max=452.09ms p(90)=139.92ms p(95)=157.15ms
-http_req_failed................: 0.00%   0 out of 39525
+http_req_failed................: 0.00%   0 out of 28764
-http_req_receiving.............: avg=410.93µs min=24.46µs  med=281.1µs  max=17.76ms  p(90)=784.35µs p(95)=1.12ms
+http_req_receiving.............: avg=460.02µs min=28.21µs med=334.44µs max=18.75ms  p(90)=862.97µs p(95)=1.19ms
-http_req_sending...............: avg=121.75µs min=14.48µs  med=105.29µs max=11.05ms  p(90)=179.47µs p(95)=221.68µs
+http_req_sending...............: avg=93.58µs  min=21.19µs med=79.76µs  max=3.26ms   p(90)=141.54µs p(95)=167.69µs
-http_req_tls_handshaking.......: avg=19.44µs  min=0s       med=0s       max=28.07ms  p(90)=0s       p(95)=0s
+http_req_tls_handshaking.......: avg=35.6µs   min=0s      med=0s       max=28.74ms  p(90)=0s       p(95)=0s
-http_req_waiting...............: avg=68.87ms  min=5.63ms   med=61.98ms  max=323.69ms p(90)=130.68ms p(95)=147ms
+http_req_waiting...............: avg=102.63ms min=5.98ms  med=100.76ms max=451.57ms p(90)=139.32ms p(95)=156.56ms
-http_reqs......................: 39525   637.625912/s
+http_reqs......................: 28764   453.749133/s
-iteration_duration.............: avg=3.57s    min=822.25ms med=3.74s    max=5.09s    p(90)=4.25s    p(95)=4.37s
+iteration_duration.............: avg=5.28s    min=1.61s   med=5.38s    max=6.19s    p(90)=5.71s    p(95)=5.79s
-iterations.....................: 775     12.502469/s
+iterations.....................: 564     8.897042/s
-vus............................: 1       min=1              max=50
+vus............................: 17      min=15             max=50
 vus_max........................: 50      min=50             max=50
 ```
 
@@ -1065,13 +1063,13 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'Req/s',
     data: [
-       30, 575, 674, 684, 617, 668, 634, 638, 647,
+       50, 371, 331, 391, 475, 450, 464, 464, 467, 450,
-      621, 662, 661, 670, 659, 617, 672, 644, 653,
+      447, 467, 467, 455, 451, 458, 463, 485, 470, 476,
-      623, 606, 663, 650, 634, 666, 625, 652, 650,
+      449, 481, 485, 461, 476, 442, 455, 474, 454, 456,
-      671, 651, 617, 598, 620, 624, 626, 602, 657,
+      439, 478, 472, 436, 473, 453, 463, 471, 456, 455,
-      646, 649, 650, 638, 669, 640, 639, 636, 628,
+      439, 470, 456, 473, 465, 459, 468, 471, 475, 474,
-      636, 654, 651, 668, 643, 663, 645, 644, 618,
+      444, 484, 469, 466, 468, 448, 477, 449, 443, 482,
-      575, 627, 622, 660, 643, 644, 637, 626, 413
+      444, 452, 432, 374,   1
     ]
   }
 ]
@@ -1086,12 +1084,12 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'VUs',
     data: [
-      13, 18, 20, 24, 29, 33, 38, 41, 49, 47, 49, 49,
+      15, 27, 39, 50, 50, 50, 49, 48, 48, 50, 50, 50,
-      46, 49, 49, 50, 42, 47, 49, 50, 50, 48, 50, 49,
+      48, 46, 49, 50, 48, 49, 49, 50, 50, 50, 49, 48,
-      48, 46, 45, 50, 50, 49, 49, 50, 50, 47, 47, 48,
+      47, 48, 50, 47, 48, 50, 47, 50, 50, 48, 46, 49,
-      50, 48, 50, 46, 49, 50, 50, 49, 50, 48, 47, 49,
+      50, 50, 50, 49, 48, 50, 48, 49, 50, 50, 49, 44,
-      49, 48, 50, 49, 50, 49, 49, 48, 46, 48, 49, 49,
+      49, 49, 49, 48, 50, 48, 50, 50, 47, 50, 49, 50,
-      34,  1
+      45, 37, 17
     ]
   }
 ]
@@ -1102,12 +1100,13 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'Duration (ms)',
     data: [
-      19, 17, 24, 27, 36, 41, 48, 57, 64, 73, 71, 75,
+       21,  34,  77,  93, 102, 110, 107, 104, 105, 109,
-      73, 71, 76, 72, 77, 67, 70, 80, 73, 75, 74, 75,
+      112, 106, 105, 103, 106, 107, 106, 103, 103, 102,
-      78, 76, 73, 69, 74, 80, 79, 78, 78, 77, 81, 71,
+      108, 103, 102, 107, 103, 109, 106, 106, 107, 108,
-      74, 74, 75, 75, 71, 72, 76, 76, 78, 74, 72, 76,
+      112, 103, 103, 111, 105, 107, 105, 104, 107, 107,
-      71, 75, 70, 75, 75, 79, 84, 78, 77, 72, 74, 76,
+      115, 103, 108, 103, 107, 108, 105, 102, 101, 104,
-      74, 64, 27
+      112, 102, 105, 104, 105, 110, 104, 106, 108, 105,
+      111, 102,  85,  47,   8
     ]
   }
 ]
@@ -1121,10 +1120,10 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'User',
     data: [
-      0.02, 0.09, 0.72, 0.72,
+      0.02, 0.02,  0.1, 0.74,
-      0.76, 0.76, 0.75, 0.75,
+      0.78, 0.77, 0.79, 0.79,
-      0.75, 0.75, 0.76, 0.77,
+      0.78, 0.78, 0.78, 0.78,
-      0.78, 0.78, 0.17, 0.02,
+      0.78, 0.77, 0.78, 0.36,
       0.02, 0.02, 0.02
     ],
     borderColor: '#4bc0c0',
@@ -1134,10 +1133,10 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'System',
     data: [
-      0.01, 0.04, 0.22, 0.21,
+      0.01, 0.01, 0.04,  0.2,
-      0.22, 0.23, 0.22, 0.22,
+      0.21, 0.21, 0.21,  0.2,
-      0.22, 0.22, 0.21, 0.23,
+      0.21, 0.21, 0.21, 0.21,
-      0.22, 0.22, 0.06, 0.01,
+      0.21, 0.22, 0.21,  0.1,
       0.02, 0.01, 0.01
     ],
     borderColor: '#ff6384',
@@ -1152,11 +1151,11 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'User',
     data: [
-      0.02, 0.04, 0.32, 0.33,
+      0.02, 0.02, 0.37,  0.5,
-      0.34, 0.34, 0.34, 0.35,
+       0.5, 0.49, 0.48,  0.5,
-      0.34, 0.33, 0.34, 0.33,
+      0.49,  0.5, 0.49,  0.5,
-      0.34, 0.35, 0.11, 0.02,
+      0.49,  0.5, 0.41, 0.02,
-      0.02, 0.02, 0.02
+      0.03, 0.02, 0.02
     ],
     borderColor: '#4bc0c0',
     backgroundColor: '#4bc0c0',
@@ -1165,11 +1164,11 @@ vus_max........................: 50      min=50             max=50
   {
     label: 'System',
     data: [
-      0.03, 0.03, 0.16,  0.2,
+      0.02, 0.02, 0.33, 0.34,
-      0.19,  0.2, 0.21, 0.23,
+      0.34, 0.33, 0.32, 0.35,
-      0.23, 0.19, 0.22, 0.18,
+      0.34, 0.35, 0.36, 0.33,
-      0.23,  0.2, 0.07, 0.02,
+      0.32, 0.36, 0.33, 0.02,
-      0.02, 0.03, 0.03
+      0.02, 0.02, 0.02
     ],
     borderColor: '#ff6384',
     backgroundColor: '#ff6384',
@@ -1186,24 +1185,24 @@ vus_max........................: 50      min=50             max=50
 Iteration creation rate = **2/s**
 
 ```txt
-checks.........................: 67.75% 35254 out of 52029
+checks.........................: 100.00% 72770 out of 72770
-data_received..................: 92 MB  1.0 MB/s
+data_received..................: 145 MB  1.6 MB/s
-data_sent......................: 3.8 MB 42 kB/s
+data_sent......................: 5.5 MB  61 kB/s
-dropped_iterations.............: 70     0.777606/s
+dropped_iterations.............: 66      0.733176/s
-http_req_blocked...............: avg=23.08µs  min=232ns   med=1µs      max=103.63ms p(90)=1.42µs   p(95)=1.56µs
+http_req_blocked...............: avg=14.03µs  min=198ns   med=645ns    max=144.52ms p(90)=1.11µs   p(95)=1.27µs
-http_req_connecting............: avg=977ns    min=0s      med=0s       max=5.29ms   p(90)=0s       p(95)=0s
+http_req_connecting............: avg=629ns    min=0s      med=0s       max=5.17ms   p(90)=0s       p(95)=0s
-http_req_duration..............: avg=74.22ms  min=3.71ms  med=57.69ms  max=366.12ms p(90)=157.54ms p(95)=180.86ms
+http_req_duration..............: avg=50.94ms  min=3.78ms  med=38.97ms  max=384.02ms p(90)=107.46ms p(95)=136.98ms
-  { expected_response:true }...: avg=68.87ms  min=3.71ms  med=52.82ms  max=366.12ms p(90)=147.21ms p(95)=170.41ms
+  { expected_response:true }...: avg=50.94ms  min=3.78ms  med=38.97ms  max=384.02ms p(90)=107.46ms p(95)=136.98ms
-http_req_failed................: 32.24% 16775 out of 52029
+http_req_failed................: 0.00%   0 out of 72770
-http_req_receiving.............: avg=237.94µs min=18.29µs med=130.97µs max=11.5ms   p(90)=498.83µs p(95)=758.8µs
+http_req_receiving.............: avg=200.09µs min=18.28µs med=107.44µs max=18.54ms  p(90)=399.04µs p(95)=632µs
-http_req_sending...............: avg=116.57µs min=16.04µs med=104.78µs max=5.81ms   p(90)=174.59µs p(95)=212.82µs
+http_req_sending...............: avg=86.57µs  min=16.71µs med=73.65µs  max=13.95ms  p(90)=132.89µs p(95)=158.51µs
-http_req_tls_handshaking.......: avg=19.29µs  min=0s      med=0s       max=27.95ms  p(90)=0s       p(95)=0s
+http_req_tls_handshaking.......: avg=10.86µs  min=0s      med=0s       max=28.74ms  p(90)=0s       p(95)=0s
-http_req_waiting...............: avg=73.86ms  min=3.02ms  med=57.38ms  max=365.81ms p(90)=157.13ms p(95)=180.31ms
+http_req_waiting...............: avg=50.66ms  min=3.64ms  med=38.7ms   max=383.81ms p(90)=107.11ms p(95)=136.61ms
-http_reqs......................: 52029  577.972273/s
+http_reqs......................: 72770   808.381614/s
-iteration_duration.............: avg=1m26s    min=1m26s   med=1m26s    max=1m26s    p(90)=1m26s    p(95)=1m26s
+iteration_duration.............: avg=1m6s     min=49.42s  med=1m8s     max=1m19s    p(90)=1m18s    p(95)=1m18s
-iterations.....................: 3      0.033326/s
+iterations.....................: 18      0.199957/s
-vus............................: 47     min=2              max=50
+vus............................: 37      min=2              max=50
-vus_max........................: 50     min=50             max=50
+vus_max........................: 50      min=50             max=50
 ```
 
 {{< tabs >}}
@@ -1214,15 +1213,14 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'Req/s',
     data: [
-       34, 277, 442, 502, 566, 530, 612, 611, 593, 630, 577,
+      734, 921, 803, 822, 870, 809, 859, 751, 834, 825,
-      606, 619, 529, 568, 567, 599, 606, 559, 567, 557, 613,
+      786, 779, 811, 928, 869, 802, 802, 802, 832, 802,
-      604, 558, 617, 580, 607, 586, 581, 615, 564, 610, 612,
+      798, 824, 768, 845, 825, 762, 860, 758, 812, 813,
-      576, 596, 561, 610, 602, 561, 616, 571, 612, 604, 577,
+      808, 783, 772, 797, 831, 835, 799, 781, 844, 824,
-      586, 593, 595, 598, 566, 599, 592, 589, 585, 590, 603,
+      787, 801, 769, 819, 799, 774, 837, 776, 837, 826,
-      596, 608, 580, 571, 580, 583, 598, 606, 541, 581, 575,
+      821, 776, 791, 816, 838, 792, 900, 795, 815, 807,
-      595, 580, 591, 625, 577, 584, 601, 591, 585, 592, 620,
+      781, 819, 729, 848, 861, 839, 872, 762, 796, 902,
-      598, 574, 598, 571, 599, 596, 592, 603, 590, 593, 578,
+      790, 791, 791, 830, 815, 835, 832, 583
-      599, 585, 113
     ]
   }
 ]
@@ -1237,14 +1235,13 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'VUs',
     data: [
-       2,  4,  6,  8, 10, 12, 14, 16, 18, 20, 22, 24,
       26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48,
       50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
       50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
-      50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
+      50, 49, 50, 50, 50, 50, 50, 50, 50, 50, 50, 49,
-      50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
+      50, 50, 50, 49, 49, 48, 48, 48, 48, 47, 47, 46,
-      50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
+      46, 46, 45, 44, 44, 44, 44, 43, 43, 42, 42, 40,
-      50, 50, 48, 47, 47, 47
+      40, 39, 38, 37, 37, 37
     ]
   }
 ]
@@ -1255,14 +1252,13 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'Duration (ms)',
     data: [
-      28, 11, 11, 14, 16, 21, 21, 25, 28, 30, 36, 37,
+      29, 30, 37, 38, 39, 44, 43, 53, 49, 53, 58, 61,
-      40, 50, 50, 56, 55, 58, 64, 67, 73, 71, 75, 83,
+      61, 54, 57, 62, 62, 62, 61, 62, 61, 61, 65, 59,
-      79, 84, 83, 83, 88, 81, 89, 82, 81, 86, 83, 89,
+      60, 66, 59, 65, 61, 62, 62, 63, 65, 63, 60, 60,
-      81, 85, 87, 80, 88, 82, 81, 88, 84, 83, 84, 86,
+      61, 63, 59, 60, 62, 64, 65, 60, 63, 65, 59, 64,
-      86, 84, 83, 85, 86, 84, 81, 85, 81, 86, 88, 83,
+      59, 60, 61, 62, 62, 58, 59, 60, 53, 60, 57, 58,
-      86, 85, 83, 91, 86, 87, 86, 85, 85, 80, 84, 85,
+      57, 57, 61, 53, 50, 53, 51, 56, 54, 46, 54, 50,
-      83, 84, 85, 85, 82, 83, 85, 84, 84, 86, 84, 84,
+      51, 48, 47, 45, 45, 50
-      84, 82, 86, 81, 81, 79, 80
     ]
   }
 ]
@@ -1276,11 +1272,11 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'User',
     data: [
-      0.02, 0.03, 0.53, 0.76,
+      0.51, 0.71, 0.76,  0.7,
-       0.8, 0.81, 0.83, 0.83,
+      0.72, 0.72, 0.74, 0.77,
-      0.83, 0.83, 0.83, 0.83,
+      0.72, 0.73, 0.75, 0.74,
-       0.8, 0.75, 0.83,  0.8,
+      0.73, 0.78, 0.77, 0.66,
-      0.83,  0.8, 0.75
+      0.76,  0.6, 0.02
     ],
     borderColor: '#4bc0c0',
     backgroundColor: '#4bc0c0',
@@ -1289,11 +1285,11 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'System',
     data: [
-      0.02, 0.02, 0.12, 0.17,
+      0.15,  0.2,  0.2, 0.18,
-      0.17, 0.17, 0.17, 0.17,
+      0.19, 0.18, 0.19,  0.2,
-      0.17, 0.17, 0.17, 0.17,
+      0.19, 0.19, 0.19, 0.19,
-      0.17, 0.16, 0.17, 0.17,
+      0.19, 0.19, 0.18, 0.17,
-      0.17, 0.17, 0.16
+       0.2, 0.16, 0.01
     ],
     borderColor: '#ff6384',
     backgroundColor: '#ff6384',
@@ -1307,11 +1303,11 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'User',
     data: [
-      0.02, 0.02, 0.17, 0.26,
+      0.42, 0.47, 0.48, 0.51,
-      0.24, 0.21, 0.22, 0.21,
+      0.51, 0.52, 0.49, 0.52,
-      0.22, 0.23, 0.22, 0.22,
+      0.52, 0.52, 0.51, 0.53,
-      0.22, 0.23, 0.22, 0.22,
+      0.51, 0.52, 0.49,  0.5,
-      0.23, 0.22, 0.22
+      0.52, 0.12, 0.03
     ],
     borderColor: '#4bc0c0',
     backgroundColor: '#4bc0c0',
@@ -1320,11 +1316,11 @@ vus_max........................: 50     min=50             max=50
   {
     label: 'System',
     data: [
-      0.02, 0.02, 0.13, 0.21,
+      0.15, 0.29, 0.37, 0.44,
-      0.24, 0.26, 0.26, 0.22,
+      0.43, 0.46, 0.42, 0.47,
-      0.23, 0.26, 0.24, 0.26,
+      0.47, 0.45, 0.46, 0.46,
-      0.26, 0.25, 0.26, 0.26,
+      0.41, 0.46, 0.39, 0.39,
-      0.26, 0.26, 0.26
+      0.42, 0.11, 0.02
     ],
     borderColor: '#ff6384',
     backgroundColor: '#ff6384',
@@ -2292,13 +2288,13 @@ Here are the final req/s results for each framework against PgSQL database.
     borderColor: "#0f766e",
     backgroundColor: "#0f766e",
     data: [
-       30, 575, 674, 684, 617, 668, 634, 638, 647,
+       50, 371, 331, 391, 475, 450, 464, 464, 467, 450,
-      621, 662, 661, 670, 659, 617, 672, 644, 653,
+      447, 467, 467, 455, 451, 458, 463, 485, 470, 476,
-      623, 606, 663, 650, 634, 666, 625, 652, 650,
+      449, 481, 485, 461, 476, 442, 455, 474, 454, 456,
-      671, 651, 617, 598, 620, 624, 626, 602, 657,
+      439, 478, 472, 436, 473, 453, 463, 471, 456, 455,
-      646, 649, 650, 638, 669, 640, 639, 636, 628,
+      439, 470, 456, 473, 465, 459, 468, 471, 475, 474,
-      636, 654, 651, 668, 643, 663, 645, 644, 618,
+      444, 484, 469, 466, 468, 448, 477, 449, 443, 482,
-      575, 627, 622, 660, 643, 644, 637, 626, 413
+      444, 452, 432, 374,   1
     ],
   },
   {
@@ -2389,15 +2385,14 @@ Here are the final req/s results for each framework against PgSQL database.
     borderColor: "#0f766e",
     backgroundColor: "#0f766e",
     data: [
-       34, 277, 442, 502, 566, 530, 612, 611, 593, 630, 577,
+      734, 921, 803, 822, 870, 809, 859, 751, 834, 825,
-      606, 619, 529, 568, 567, 599, 606, 559, 567, 557, 613,
+      786, 779, 811, 928, 869, 802, 802, 802, 832, 802,
-      604, 558, 617, 580, 607, 586, 581, 615, 564, 610, 612,
+      798, 824, 768, 845, 825, 762, 860, 758, 812, 813,
-      576, 596, 561, 610, 602, 561, 616, 571, 612, 604, 577,
+      808, 783, 772, 797, 831, 835, 799, 781, 844, 824,
-      586, 593, 595, 598, 566, 599, 592, 589, 585, 590, 603,
+      787, 801, 769, 819, 799, 774, 837, 776, 837, 826,
-      596, 608, 580, 571, 580, 583, 598, 606, 541, 581, 575,
+      821, 776, 791, 816, 838, 792, 900, 795, 815, 807,
-      595, 580, 591, 625, 577, 584, 601, 591, 585, 592, 620,
+      781, 819, 729, 848, 861, 839, 872, 762, 796, 902,
-      598, 574, 598, 571, 599, 596, 592, 603, 590, 593, 578,
+      790, 791, 791, 830, 815, 835, 832, 583
-      599, 585, 113
     ],
   },
   {

data/works.yaml

@@ -70,11 +70,8 @@
           title: Vuetify Admin
           date: 11/2020
           repo: okami101/vuetify-admin
-          demo: https://va-demo.okami101.io/
-          docs: https://www.okami101.io/vuetify-admin
 
         - name: laravel-rad-stack
           title: Laravel RAD Stack
           date: 10/2021
           repo: adr1enbe4udou1n/laravel-rad-stack
-          demo: https://laravel-rad-stack.okami101.io/

layouts/partials/footer.html

@@ -74,8 +74,8 @@
   {{ end }}
   <div class="flex items-center justify-between">
     <div class="flex items-center gap-4">
-      <img src="/kube.png" width="30" height="30" alt="Kubernetes"
+      <img src="/talos-logo.svg" width="30" height="30" alt="Talos Linux"
-        title="Run on K3s over Hetzner Cloud" />
+        title="Run on Talos Linux over Hetzner Cloud" />
     </div>
     <div class="hidden lg:block">
       {{/* Copyright */}}

static/talos-logo.svg

@@ -0,0 +1,3 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!-- Generator: Adobe Illustrator 23.0.3, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
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