├── sources
├── EfficientApiCalls.Api
│ ├── appsettings.Development.json
│ ├── appsettings.json
│ ├── EfficientApiCalls.Api.csproj
│ ├── Program.cs
│ ├── Controllers
│ │ └── ValuesController.cs
│ ├── Properties
│ │ └── launchSettings.json
│ ├── Startup.cs
│ ├── Model.cs
│ └── E1IlXtbj4.json
├── EfficientApiCalls
│ ├── EfficientApiCalls.csproj
│ ├── Model.cs
│ ├── BenchmarkHelper.cs
│ └── Program.cs
└── EfficientApiCalls.sln
├── README.md
├── .gitignore
└── LICENSE
/sources/EfficientApiCalls.Api/appsettings.Development.json:
--------------------------------------------------------------------------------
1 | {
2 | "Logging": {
3 | "IncludeScopes": false,
4 | "LogLevel": {
5 | "Default": "Debug",
6 | "System": "Information",
7 | "Microsoft": "Information"
8 | }
9 | }
10 | }
11 |
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/README.md:
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1 | # How to make efficient api calls with C# and JSON.NET
2 |
3 | Source code illustrating how to make efficient HttpClient api calls in C#
4 |
5 | You can find more information about this benchmark here :
6 | [https://johnthiriet.com/efficient-api-calls/](https://johnthiriet.com/efficient-api-calls/)
7 |
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/sources/EfficientApiCalls.Api/appsettings.json:
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1 | {
2 | "Logging": {
3 | "IncludeScopes": false,
4 | "Debug": {
5 | "LogLevel": {
6 | "Default": "Warning"
7 | }
8 | },
9 | "Console": {
10 | "LogLevel": {
11 | "Default": "Warning"
12 | }
13 | }
14 | }
15 | }
16 |
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/sources/EfficientApiCalls/EfficientApiCalls.csproj:
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1 |
2 |
3 |
4 | Exe
5 | netcoreapp2.0
6 |
7 |
8 |
9 |
10 |
11 |
12 |
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/sources/EfficientApiCalls.Api/EfficientApiCalls.Api.csproj:
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1 |
2 |
3 |
4 | netcoreapp2.0
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
20 |
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/.gitignore:
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1 | # Autosave files
2 | *~
3 |
4 | # build
5 | [Oo]bj/
6 | [Bb]in/
7 | packages/
8 | TestResults/
9 |
10 | # globs
11 | Makefile.in
12 | *.DS_Store
13 | *.sln.cache
14 | *.suo
15 | *.cache
16 | *.pidb
17 | *.userprefs
18 | *.usertasks
19 | config.log
20 | config.make
21 | config.status
22 | aclocal.m4
23 | install-sh
24 | autom4te.cache/
25 | *.user
26 | *.tar.gz
27 | tarballs/
28 | test-results/
29 | Thumbs.db
30 |
31 | # Mac bundle stuff
32 | *.dmg
33 | *.app
34 |
35 | # resharper
36 | *_Resharper.*
37 | *.Resharper
38 |
39 | # dotCover
40 | *.dotCover
41 |
42 | *.db
43 |
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/sources/EfficientApiCalls.Api/Program.cs:
--------------------------------------------------------------------------------
1 | using System;
2 | using System.Collections.Generic;
3 | using System.IO;
4 | using System.Linq;
5 | using System.Threading.Tasks;
6 | using Microsoft.AspNetCore;
7 | using Microsoft.AspNetCore.Hosting;
8 | using Microsoft.Extensions.Configuration;
9 | using Microsoft.Extensions.Logging;
10 |
11 | namespace EfficientApiCalls.Api
12 | {
13 | public class Program
14 | {
15 | public static void Main(string[] args)
16 | {
17 | BuildWebHost(args).Run();
18 | }
19 |
20 | public static IWebHost BuildWebHost(string[] args) =>
21 | WebHost.CreateDefaultBuilder(args)
22 | .UseStartup()
23 | .Build();
24 | }
25 | }
26 |
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/sources/EfficientApiCalls.Api/Controllers/ValuesController.cs:
--------------------------------------------------------------------------------
1 | using System;
2 | using System.Collections.Generic;
3 | using System.Linq;
4 | using System.Threading.Tasks;
5 | using Microsoft.AspNetCore.Mvc;
6 |
7 | namespace EfficientApiCalls.Api.Controllers
8 | {
9 | [Route("api/[controller]")]
10 | public class ValuesController : Controller
11 | {
12 | // GET api/values
13 | public FileStreamResult Get()
14 | {
15 | var fileStream = System.IO.File.Open("E1IlXtbj4.json", System.IO.FileMode.Open);
16 | return File(fileStream, "application/json");
17 | }
18 |
19 | // POST api/values
20 | [HttpPost]
21 | public void Post([FromBody]Model value)
22 | {
23 | }
24 | }
25 | }
26 |
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/sources/EfficientApiCalls.Api/Properties/launchSettings.json:
--------------------------------------------------------------------------------
1 | {
2 | "iisSettings": {
3 | "windowsAuthentication": false,
4 | "anonymousAuthentication": true,
5 | "iisExpress": {
6 | "applicationUrl": "http://localhost:55556/",
7 | "sslPort": 0
8 | }
9 | },
10 | "profiles": {
11 | "IIS Express": {
12 | "commandName": "IISExpress",
13 | "launchBrowser": true,
14 | "launchUrl": "api/values",
15 | "environmentVariables": {
16 | "ASPNETCORE_ENVIRONMENT": "Development"
17 | }
18 | },
19 | "EfficientApiCalls.Api": {
20 | "commandName": "Project",
21 | "launchBrowser": true,
22 | "launchUrl": "api/values",
23 | "environmentVariables": {
24 | "ASPNETCORE_ENVIRONMENT": "Development"
25 | },
26 | "applicationUrl": "http://localhost:5000/"
27 | }
28 | }
29 | }
30 |
--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
1 | MIT License
2 |
3 | Copyright (c) 2018 John Thiriet
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 |
--------------------------------------------------------------------------------
/sources/EfficientApiCalls.Api/Startup.cs:
--------------------------------------------------------------------------------
1 | using System;
2 | using System.Collections.Generic;
3 | using System.Linq;
4 | using System.Threading.Tasks;
5 | using Microsoft.AspNetCore.Builder;
6 | using Microsoft.AspNetCore.Hosting;
7 | using Microsoft.Extensions.Configuration;
8 | using Microsoft.Extensions.DependencyInjection;
9 | using Microsoft.Extensions.Logging;
10 | using Microsoft.Extensions.Options;
11 |
12 | namespace EfficientApiCalls.Api
13 | {
14 | public class Startup
15 | {
16 | public Startup(IConfiguration configuration)
17 | {
18 | Configuration = configuration;
19 | }
20 |
21 | public IConfiguration Configuration { get; }
22 |
23 | // This method gets called by the runtime. Use this method to add services to the container.
24 | public void ConfigureServices(IServiceCollection services)
25 | {
26 | services.AddMvc();
27 | }
28 |
29 | // This method gets called by the runtime. Use this method to configure the HTTP request pipeline.
30 | public void Configure(IApplicationBuilder app, IHostingEnvironment env)
31 | {
32 | if (env.IsDevelopment())
33 | {
34 | app.UseDeveloperExceptionPage();
35 | }
36 |
37 | app.UseMvc();
38 | }
39 | }
40 | }
41 |
--------------------------------------------------------------------------------
/sources/EfficientApiCalls.sln:
--------------------------------------------------------------------------------
1 |
2 | Microsoft Visual Studio Solution File, Format Version 12.00
3 | # Visual Studio 2012
4 | Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "EfficientApiCalls", "EfficientApiCalls\EfficientApiCalls.csproj", "{630EAB9D-4AD1-479B-9D7E-F837521C1652}"
5 | EndProject
6 | Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "EfficientApiCalls.Api", "EfficientApiCalls.Api\EfficientApiCalls.Api.csproj", "{BD01DD35-A197-4034-8D73-C296EE934225}"
7 | EndProject
8 | Global
9 | GlobalSection(SolutionConfigurationPlatforms) = preSolution
10 | Debug|Any CPU = Debug|Any CPU
11 | Release|Any CPU = Release|Any CPU
12 | EndGlobalSection
13 | GlobalSection(ProjectConfigurationPlatforms) = postSolution
14 | {630EAB9D-4AD1-479B-9D7E-F837521C1652}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
15 | {630EAB9D-4AD1-479B-9D7E-F837521C1652}.Debug|Any CPU.Build.0 = Debug|Any CPU
16 | {630EAB9D-4AD1-479B-9D7E-F837521C1652}.Release|Any CPU.ActiveCfg = Release|Any CPU
17 | {630EAB9D-4AD1-479B-9D7E-F837521C1652}.Release|Any CPU.Build.0 = Release|Any CPU
18 | {BD01DD35-A197-4034-8D73-C296EE934225}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
19 | {BD01DD35-A197-4034-8D73-C296EE934225}.Debug|Any CPU.Build.0 = Debug|Any CPU
20 | {BD01DD35-A197-4034-8D73-C296EE934225}.Release|Any CPU.ActiveCfg = Release|Any CPU
21 | {BD01DD35-A197-4034-8D73-C296EE934225}.Release|Any CPU.Build.0 = Release|Any CPU
22 | EndGlobalSection
23 | EndGlobal
24 |
--------------------------------------------------------------------------------
/sources/EfficientApiCalls/Model.cs:
--------------------------------------------------------------------------------
1 | using System.Collections.Generic;
2 |
3 | namespace EfficientApiCalls
4 | {
5 | public class Name
6 | {
7 | public string first { get; set; }
8 | public string last { get; set; }
9 | }
10 |
11 | public class Friend
12 | {
13 | public int id { get; set; }
14 | public string name { get; set; }
15 | }
16 |
17 | public class Model
18 | {
19 | public string _id { get; set; }
20 | public int index { get; set; }
21 | public string guid { get; set; }
22 | public bool isActive { get; set; }
23 | public string balance { get; set; }
24 | public string picture { get; set; }
25 | public int age { get; set; }
26 | public string eyeColor { get; set; }
27 | public Name name { get; set; }
28 | public string company { get; set; }
29 | public string email { get; set; }
30 | public string phone { get; set; }
31 | public string address { get; set; }
32 | public string about { get; set; }
33 | public string registered { get; set; }
34 | public string latitude { get; set; }
35 | public string longitude { get; set; }
36 | public List tags { get; set; }
37 | public List range { get; set; }
38 | public List friends { get; set; }
39 | public string greeting { get; set; }
40 | public string favoriteFruit { get; set; }
41 | }
42 | }
43 |
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/sources/EfficientApiCalls.Api/Model.cs:
--------------------------------------------------------------------------------
1 | using System.Collections.Generic;
2 |
3 | namespace EfficientApiCalls
4 | {
5 | public class Name
6 | {
7 | public string first { get; set; }
8 | public string last { get; set; }
9 | }
10 |
11 | public class Friend
12 | {
13 | public int id { get; set; }
14 | public string name { get; set; }
15 | }
16 |
17 | public class Model
18 | {
19 | public string _id { get; set; }
20 | public int index { get; set; }
21 | public string guid { get; set; }
22 | public bool isActive { get; set; }
23 | public string balance { get; set; }
24 | public string picture { get; set; }
25 | public int age { get; set; }
26 | public string eyeColor { get; set; }
27 | public Name name { get; set; }
28 | public string company { get; set; }
29 | public string email { get; set; }
30 | public string phone { get; set; }
31 | public string address { get; set; }
32 | public string about { get; set; }
33 | public string registered { get; set; }
34 | public string latitude { get; set; }
35 | public string longitude { get; set; }
36 | public List tags { get; set; }
37 | public List range { get; set; }
38 | public List friends { get; set; }
39 | public string greeting { get; set; }
40 | public string favoriteFruit { get; set; }
41 | }
42 | }
43 |
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/sources/EfficientApiCalls/BenchmarkHelper.cs:
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1 | using System;
2 | using System.Diagnostics;
3 | using System.Threading.Tasks;
4 | using System.Linq;
5 | using System.Threading;
6 |
7 | namespace EfficientApiCalls
8 | {
9 | public static class BenchmarkHelper
10 | {
11 | public static async Task BenchAsync(Func operation, int numberOfExecutions, string tag, object content, CancellationToken cancellationToken)
12 | {
13 | long[] timings = new long[numberOfExecutions];
14 |
15 | var sw = new Stopwatch();
16 | for (int i = 0; i < numberOfExecutions; i++)
17 | {
18 | sw.Restart();
19 |
20 | await operation(content, cancellationToken);
21 | sw.Stop();
22 | timings[i] = sw.ElapsedMilliseconds;
23 | //Console.WriteLine($"{tag} : {sw.ElapsedMilliseconds} ms");
24 | }
25 |
26 | var average = timings.Average();
27 |
28 | Console.WriteLine($"{tag} : Average {average} ms");
29 | }
30 |
31 | public static async Task BenchAsync(Func> operation, int numberOfExecutions, string tag, CancellationToken cancellationToken)
32 | {
33 | long[] timings = new long[numberOfExecutions];
34 |
35 | var sw = new Stopwatch();
36 | for (int i = 0; i < numberOfExecutions; i++)
37 | {
38 | sw.Restart();
39 |
40 | var result = await operation(cancellationToken);
41 | sw.Stop();
42 | timings[i] = sw.ElapsedMilliseconds;
43 | //Console.WriteLine($"{tag} : {sw.ElapsedMilliseconds} ms");
44 | }
45 |
46 | var average = timings.Average();
47 |
48 | Console.WriteLine($"{tag} : Average {average} ms");
49 | }
50 |
51 | public static async Task BenchAsync(Func> operation, int numberOfExecutions, string tag)
52 | {
53 | long[] timings = new long[numberOfExecutions];
54 |
55 | var sw = new Stopwatch();
56 | for (int i = 0; i < numberOfExecutions; i++)
57 | {
58 | sw.Restart();
59 | await operation();
60 | sw.Stop();
61 | timings[i] = sw.ElapsedMilliseconds;
62 | //Console.WriteLine($"{tag} : {sw.ElapsedMilliseconds} ms");
63 | }
64 |
65 | var average = timings.Average();
66 |
67 | Console.WriteLine($"{tag} : Average {average} ms");
68 |
69 | }
70 | }
71 | }
72 |
--------------------------------------------------------------------------------
/sources/EfficientApiCalls/Program.cs:
--------------------------------------------------------------------------------
1 | using System;
2 | using System.Collections.Generic;
3 | using System.IO;
4 | using System.Net.Http;
5 | using System.Net.Http.Headers;
6 | using System.Text;
7 | using System.Threading;
8 | using System.Threading.Tasks;
9 | using Newtonsoft.Json;
10 |
11 | namespace EfficientApiCalls
12 | {
13 | public class Program
14 | {
15 |
16 | private static readonly HttpClient client = new HttpClient();
17 |
18 | public static void Main(string[] args)
19 | {
20 | MainAsync(CancellationToken.None).Wait();
21 | }
22 |
23 | private static async Task MainAsync(CancellationToken cancellationToken)
24 | {
25 | // JIT
26 | //await BasicCallAsync();
27 | //await CancellableCallAsync(cancellationToken);
28 | //await CheckNetworkErrorCallAsync(cancellationToken);
29 | //await CustomExceptionCallAsync(cancellationToken);
30 | //await DeserializeFromStreamCallAsync(cancellationToken);
31 | var model = await DeserializeOptimizedFromStreamCallAsync(cancellationToken);
32 |
33 | Console.Clear();
34 |
35 | const int maxLoop = 100;
36 |
37 | await BenchmarkHelper.BenchAsync(BasicCallAsync, maxLoop, nameof(Program.BasicCallAsync));
38 | await BenchmarkHelper.BenchAsync(CancellableCallAsync, maxLoop, nameof(Program.CancellableCallAsync), cancellationToken);
39 | await BenchmarkHelper.BenchAsync(CheckNetworkErrorCallAsync, maxLoop, nameof(Program.CheckNetworkErrorCallAsync), cancellationToken);
40 | await BenchmarkHelper.BenchAsync(CustomExceptionCallAsync, maxLoop, nameof(Program.CustomExceptionCallAsync), cancellationToken);
41 | await BenchmarkHelper.BenchAsync(DeserializeFromStreamCallAsync, maxLoop, nameof(Program.DeserializeFromStreamCallAsync), cancellationToken);
42 | await BenchmarkHelper.BenchAsync(DeserializeOptimizedFromStreamCallAsync, maxLoop, nameof(Program.DeserializeOptimizedFromStreamCallAsync), cancellationToken);
43 |
44 | // POST
45 | await BenchmarkHelper.BenchAsync(PostBasicAsync, maxLoop, nameof(Program.PostBasicAsync), model, cancellationToken);
46 | await BenchmarkHelper.BenchAsync(PostStreamAsync, maxLoop, nameof(Program.PostStreamAsync), model, cancellationToken);
47 | }
48 |
49 | private const string Url =
50 | "http://localhost:5000/api/values";
51 |
52 | private static async Task> BasicCallAsync()
53 | {
54 | var content = await client.GetStringAsync(Url);
55 | return JsonConvert.DeserializeObject>(content);
56 | }
57 |
58 | private static async Task> CancellableCallAsync(CancellationToken cancellationToken)
59 | {
60 | using (var request = new HttpRequestMessage(HttpMethod.Get, Url))
61 | using (var response = await client.SendAsync(request, cancellationToken))
62 | {
63 | var content = await response.Content.ReadAsStringAsync();
64 | return JsonConvert.DeserializeObject>(content);
65 | }
66 | }
67 |
68 | private static async Task> CheckNetworkErrorCallAsync(CancellationToken cancellationToken)
69 | {
70 | using (var request = new HttpRequestMessage(HttpMethod.Get, Url))
71 | using (var response = await client.SendAsync(request, cancellationToken))
72 | {
73 | response.EnsureSuccessStatusCode();
74 | var content = await response.Content.ReadAsStringAsync();
75 | return JsonConvert.DeserializeObject>(content);
76 | }
77 | }
78 |
79 | public class ApiException : Exception
80 | {
81 | public int StatusCode { get; set; }
82 |
83 | public string Content { get; set; }
84 | }
85 |
86 | private static async Task> CustomExceptionCallAsync(CancellationToken cancellationToken)
87 | {
88 | using (var request = new HttpRequestMessage(HttpMethod.Get, Url))
89 | using (var response = await client.SendAsync(request, cancellationToken))
90 | {
91 | var content = await response.Content.ReadAsStringAsync();
92 |
93 | if (response.IsSuccessStatusCode == false)
94 | throw new ApiException { StatusCode = (int)response.StatusCode, Content = content };
95 |
96 | return JsonConvert.DeserializeObject>(content);
97 | }
98 | }
99 |
100 | private static T DeserializeJsonFromStream(Stream stream)
101 | {
102 | if (stream == null || stream.CanRead == false)
103 | return default(T);
104 |
105 | using (var sr = new StreamReader(stream))
106 | using (var jtr = new JsonTextReader(sr))
107 | {
108 | var jr = new JsonSerializer();
109 | var searchResult = jr.Deserialize(jtr);
110 | return searchResult;
111 | }
112 | }
113 |
114 | private static async Task StreamToStringAsync(Stream stream)
115 | {
116 | string content = null;
117 |
118 | if (stream != null)
119 | {
120 | using (var sr = new StreamReader(stream))
121 | {
122 | content = await sr.ReadToEndAsync();
123 | }
124 | }
125 |
126 | return content;
127 | }
128 |
129 | private static async Task> DeserializeFromStreamCallAsync(CancellationToken cancellationToken)
130 | {
131 | using (var request = new HttpRequestMessage(HttpMethod.Get, Url))
132 | using (var response = await client.SendAsync(request, cancellationToken))
133 | {
134 | var stream = await response.Content.ReadAsStreamAsync();
135 |
136 | if (response.IsSuccessStatusCode)
137 | return DeserializeJsonFromStream>(stream);
138 |
139 | var content = await StreamToStringAsync(stream);
140 | throw new ApiException { StatusCode = (int)response.StatusCode, Content = content };
141 | }
142 | }
143 |
144 | private static async Task> DeserializeOptimizedFromStreamCallAsync(CancellationToken cancellationToken)
145 | {
146 | using (var request = new HttpRequestMessage(HttpMethod.Get, Url))
147 | using (var response = await client.SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken))
148 | {
149 | var stream = await response.Content.ReadAsStreamAsync();
150 |
151 | if (response.IsSuccessStatusCode)
152 | return DeserializeJsonFromStream>(stream);
153 |
154 | var content = await StreamToStringAsync(stream);
155 | throw new ApiException { StatusCode = (int)response.StatusCode, Content = content };
156 | }
157 | }
158 |
159 | private static async Task PostBasicAsync(object content, CancellationToken cancellationToken)
160 | {
161 | using (var client = new HttpClient())
162 | using (var request = new HttpRequestMessage(HttpMethod.Post, Url))
163 | {
164 | var json = JsonConvert.SerializeObject(content);
165 | using (var stringContent = new StringContent(json, Encoding.UTF8, "application/json"))
166 | {
167 | request.Content = stringContent;
168 |
169 | using (var response = await client
170 | .SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken)
171 | .ConfigureAwait(false))
172 | {
173 | response.EnsureSuccessStatusCode();
174 | }
175 | }
176 | }
177 | }
178 |
179 | public static void SerializeJsonIntoStream(object value, Stream stream)
180 | {
181 | using (var sw = new StreamWriter(stream, new UTF8Encoding(false), 1024, true))
182 | using (var jtw = new JsonTextWriter(sw) { Formatting = Formatting.None })
183 | {
184 | var js = new JsonSerializer();
185 | js.Serialize(jtw, value);
186 | jtw.Flush();
187 | }
188 | }
189 |
190 | private static HttpContent CreateHttpContent(object content)
191 | {
192 | HttpContent httpContent = null;
193 |
194 | if (content != null)
195 | {
196 | var ms = new MemoryStream();
197 | SerializeJsonIntoStream(content, ms);
198 | ms.Seek(0, SeekOrigin.Begin);
199 | httpContent = new StreamContent(ms);
200 | httpContent.Headers.ContentType = new MediaTypeHeaderValue("application/json");
201 | }
202 |
203 | return httpContent;
204 | }
205 |
206 | private static async Task PostStreamAsync(object content, CancellationToken cancellationToken)
207 | {
208 | using (var client = new HttpClient())
209 | using (var request = new HttpRequestMessage(HttpMethod.Post, Url))
210 | using (var httpContent = CreateHttpContent(content))
211 | {
212 | request.Content = httpContent;
213 |
214 | using (var response = await client
215 | .SendAsync(request, HttpCompletionOption.ResponseHeadersRead, cancellationToken)
216 | .ConfigureAwait(false))
217 | {
218 | response.EnsureSuccessStatusCode();
219 | }
220 | }
221 | }
222 | }
223 | }
224 |
--------------------------------------------------------------------------------
/sources/EfficientApiCalls.Api/E1IlXtbj4.json:
--------------------------------------------------------------------------------
1 | [{"favoriteFruit":"banana","greeting":"Hello, Middleton! You have 8 unread messages.","friends":[{"name":"Kathy Hall","id":0},{"name":"Bradshaw Cherry","id":1},{"name":"Kelly Montoya","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["ex","ex","ad","proident","qui"],"longitude":"-155.90071","latitude":"52.990503","registered":"Thursday, May 4, 2017 5:06 PM","about":"Laborum aliquip exercitation mollit elit commodo deserunt sit nulla reprehenderit nostrud reprehenderit proident. Deserunt magna et aliqua velit ut quis incididunt irure non do labore ullamco nulla aliqua. Nisi tempor deserunt est quis non. Labore do tempor nostrud nisi ipsum sit deserunt eu nulla enim. Cupidatat incididunt cillum ad labore incididunt incididunt et. Officia veniam do mollit officia ex aliqua aliqua esse nisi est consequat minim labore.","address":"900 Amity Street, Tibbie, Vermont, 3251","phone":"+1 (818) 509-2713","email":"middleton.knapp@bleendot.org","company":"BLEENDOT","name":{"last":"Knapp","first":"Middleton"},"eyeColor":"green","age":37,"picture":"http://placehold.it/32x32","balance":"$2,200.61","isActive":true,"guid":"5d2eb1fa-a7c7-49c5-bb06-3641aab55992","index":0,"_id":"5ac893d70b60e78155107467"},{"favoriteFruit":"apple","greeting":"Hello, Lena! You have 5 unread messages.","friends":[{"name":"Elisabeth Armstrong","id":0},{"name":"Kris Holman","id":1},{"name":"Pittman Little","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["est","est","eiusmod","Lorem","anim"],"longitude":"-5.81689","latitude":"7.299963","registered":"Monday, April 11, 2016 1:06 PM","about":"Esse enim pariatur eu esse voluptate fugiat nostrud. Consectetur esse non exercitation amet dolor nisi dolor tempor culpa. 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You have 5 unread messages.","friends":[{"name":"Allison Fuller","id":0},{"name":"Melinda Barrera","id":1},{"name":"Everett Macias","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["duis","aute","cillum","ut","amet"],"longitude":"-23.036197","latitude":"17.564287","registered":"Monday, February 1, 2016 7:24 AM","about":"Qui aute proident magna Lorem reprehenderit occaecat occaecat cillum proident elit qui ut. Exercitation nisi quis dolor ullamco do. Mollit aliqua consectetur veniam culpa adipisicing labore laborum sint magna consectetur mollit fugiat sit officia. Est enim dolor nisi magna ad occaecat aliquip. Aute quis irure dolore do do do eiusmod ea. 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Quis exercitation incididunt qui dolor eu.","address":"388 Bartlett Street, Norvelt, New Hampshire, 6089","phone":"+1 (864) 554-2316","email":"gill.snider@dentrex.com","company":"DENTREX","name":{"last":"Snider","first":"Gill"},"eyeColor":"blue","age":21,"picture":"http://placehold.it/32x32","balance":"$2,579.91","isActive":false,"guid":"fe4b62ca-f4a4-47d8-9cb2-03fdbd17a06c","index":15,"_id":"5ac893d71005530c3ab58250"},{"favoriteFruit":"strawberry","greeting":"Hello, Christi! You have 9 unread messages.","friends":[{"name":"Debora Nielsen","id":0},{"name":"Gallegos Nunez","id":1},{"name":"Suzanne Merritt","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["velit","qui","dolor","excepteur","aliqua"],"longitude":"-124.759611","latitude":"-17.427414","registered":"Saturday, January 24, 2015 8:39 PM","about":"Sint ex incididunt officia ad esse tempor cupidatat in. Do elit Lorem ut laboris. Ullamco culpa eiusmod ex est ipsum. Proident elit minim cillum dolor eu laborum nisi proident eu ad quis pariatur esse. Officia amet elit dolore excepteur nostrud aliqua fugiat reprehenderit consequat enim ea exercitation. Labore ea consectetur quis veniam eiusmod labore in et adipisicing.","address":"832 Cranberry Street, Onton, Marshall Islands, 1923","phone":"+1 (890) 539-3375","email":"christi.reyes@zytrek.io","company":"ZYTREK","name":{"last":"Reyes","first":"Christi"},"eyeColor":"brown","age":21,"picture":"http://placehold.it/32x32","balance":"$1,479.75","isActive":false,"guid":"6d71df29-5325-4e59-9a4a-4ceedb1aee51","index":16,"_id":"5ac893d7376ef4f9f1d15e5d"},{"favoriteFruit":"apple","greeting":"Hello, Shelby! You have 10 unread messages.","friends":[{"name":"Esther Ellison","id":0},{"name":"Mayo Conrad","id":1},{"name":"Marcella Sharp","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["nostrud","voluptate","ipsum","consequat","cillum"],"longitude":"-41.230039","latitude":"-40.783266","registered":"Friday, February 26, 2016 6:20 PM","about":"Voluptate esse cillum eu non enim ex dolore tempor veniam nulla ullamco cupidatat anim dolore. Labore dolore dolor ea nostrud in non cupidatat sunt anim enim officia minim. 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You have 5 unread messages.","friends":[{"name":"Spence Mckay","id":0},{"name":"Yates Dudley","id":1},{"name":"Bernice Dickerson","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["minim","magna","cillum","laborum","qui"],"longitude":"-117.47472","latitude":"-36.419884","registered":"Wednesday, May 25, 2016 6:28 PM","about":"Veniam fugiat id sint do cupidatat cillum pariatur consectetur amet ipsum ipsum aute consectetur sit. Nostrud ut magna fugiat amet Lorem fugiat laboris Lorem labore. Aliqua consectetur est aliqua dolor elit fugiat esse do sit ea.","address":"507 Luquer Street, Wyano, Missouri, 4193","phone":"+1 (845) 486-3572","email":"brady.strong@apexia.com","company":"APEXIA","name":{"last":"Strong","first":"Brady"},"eyeColor":"green","age":33,"picture":"http://placehold.it/32x32","balance":"$3,189.87","isActive":true,"guid":"59e1b53a-bdb3-4c33-af60-cf5108c1e161","index":39,"_id":"5ac893d80914ebad3574a666"},{"favoriteFruit":"strawberry","greeting":"Hello, Angelita! 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Ad est est do sit sunt eiusmod occaecat mollit ullamco excepteur.","address":"446 Green Street, Abrams, Hawaii, 9920","phone":"+1 (814) 570-3638","email":"delaney.dillon@comvey.tv","company":"COMVEY","name":{"last":"Dillon","first":"Delaney"},"eyeColor":"blue","age":39,"picture":"http://placehold.it/32x32","balance":"$3,222.92","isActive":true,"guid":"d1ea25f4-c921-4d91-8d9e-03eeaab480e6","index":45,"_id":"5ac893d81af7fbe5e0944889"},{"favoriteFruit":"banana","greeting":"Hello, Rosalyn! You have 8 unread messages.","friends":[{"name":"Antonia Harper","id":0},{"name":"Tabatha Ray","id":1},{"name":"Schroeder Yang","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["et","Lorem","nostrud","veniam","enim"],"longitude":"-152.37219","latitude":"34.244686","registered":"Friday, January 27, 2017 11:09 AM","about":"Tempor duis fugiat aute nisi velit excepteur culpa aliqua. Est do est esse sint ea commodo esse reprehenderit officia velit mollit. Adipisicing eiusmod Lorem consequat qui nulla minim nostrud nulla eu nulla irure elit ad.","address":"157 Hornell Loop, Homestead, Florida, 5834","phone":"+1 (958) 520-2549","email":"rosalyn.guthrie@deviltoe.name","company":"DEVILTOE","name":{"last":"Guthrie","first":"Rosalyn"},"eyeColor":"blue","age":30,"picture":"http://placehold.it/32x32","balance":"$3,002.99","isActive":true,"guid":"d21e5210-cb46-46b0-a751-be3734ee3b8e","index":46,"_id":"5ac893d86a9d7a752a3b3cb5"},{"favoriteFruit":"strawberry","greeting":"Hello, Wilson! You have 8 unread messages.","friends":[{"name":"Merle Craft","id":0},{"name":"Sue Mcclure","id":1},{"name":"Rhoda Mcclain","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["commodo","labore","ullamco","enim","ex"],"longitude":"-125.941315","latitude":"54.983739","registered":"Wednesday, May 11, 2016 7:38 PM","about":"Consectetur incididunt pariatur in incididunt est amet tempor voluptate cupidatat sint incididunt aliqua cupidatat. 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You have 6 unread messages.","friends":[{"name":"Sellers Mckee","id":0},{"name":"Ada Rice","id":1},{"name":"Candace Nguyen","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["velit","quis","ad","exercitation","consequat"],"longitude":"-28.105115","latitude":"37.20469","registered":"Monday, November 13, 2017 7:37 AM","about":"Qui cupidatat qui nostrud sint laboris elit ullamco nisi duis est consectetur quis culpa deserunt. Eiusmod consequat elit magna laborum commodo labore nisi. Id esse ut elit dolor Lorem ullamco aute enim excepteur ea id nulla.","address":"120 Sutter Avenue, Urie, Nebraska, 2470","phone":"+1 (830) 577-3410","email":"joanne.wall@opticom.org","company":"OPTICOM","name":{"last":"Wall","first":"Joanne"},"eyeColor":"green","age":28,"picture":"http://placehold.it/32x32","balance":"$2,120.71","isActive":true,"guid":"d90af880-48c0-49a7-8594-28fcea31d488","index":48,"_id":"5ac893d861a1898afd55d073"},{"favoriteFruit":"banana","greeting":"Hello, Maldonado! You have 6 unread messages.","friends":[{"name":"Rosales Walton","id":0},{"name":"Lynda Hopkins","id":1},{"name":"Case Levine","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["in","ipsum","cupidatat","reprehenderit","veniam"],"longitude":"-81.700092","latitude":"64.934136","registered":"Saturday, July 4, 2015 9:10 AM","about":"Velit consequat reprehenderit aliqua magna anim pariatur. Sunt est ullamco aliqua veniam proident exercitation. Ad esse est dolore Lorem dolore labore reprehenderit laborum aliqua.","address":"256 Wortman Avenue, Windsor, Idaho, 3850","phone":"+1 (920) 512-2817","email":"maldonado.stokes@medesign.me","company":"MEDESIGN","name":{"last":"Stokes","first":"Maldonado"},"eyeColor":"green","age":40,"picture":"http://placehold.it/32x32","balance":"$1,941.21","isActive":false,"guid":"e87d7aac-385e-4a6e-a893-5fcb007dad02","index":49,"_id":"5ac893d816c953bb139873ac"},{"favoriteFruit":"strawberry","greeting":"Hello, Burton! You have 10 unread messages.","friends":[{"name":"Gross David","id":0},{"name":"Shari Chang","id":1},{"name":"Lora Shaw","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["exercitation","fugiat","enim","occaecat","sit"],"longitude":"64.657135","latitude":"45.0962","registered":"Thursday, August 11, 2016 8:56 PM","about":"Nulla enim culpa aute incididunt id consectetur labore fugiat commodo excepteur nisi pariatur. Excepteur nostrud sint laboris nulla deserunt magna aliqua labore est sit nostrud incididunt laborum elit. In mollit aute dolore eu irure reprehenderit nisi veniam ullamco ea minim reprehenderit. Est aliquip nulla exercitation commodo.","address":"478 Dennett Place, Rivera, New York, 5748","phone":"+1 (998) 517-3674","email":"burton.farrell@kraggle.biz","company":"KRAGGLE","name":{"last":"Farrell","first":"Burton"},"eyeColor":"green","age":29,"picture":"http://placehold.it/32x32","balance":"$2,211.21","isActive":false,"guid":"d24c7350-18dd-4452-b341-6aac0f6342fc","index":50,"_id":"5ac893d8387b642b736ba9f1"},{"favoriteFruit":"apple","greeting":"Hello, Crystal! You have 7 unread messages.","friends":[{"name":"Chavez Johnson","id":0},{"name":"Simone Knight","id":1},{"name":"Moreno Robertson","id":2}],"range":[0,1,2,3,4,5,6,7,8,9],"tags":["consectetur","eiusmod","eiusmod","anim","ea"],"longitude":"35.354383","latitude":"0.541766","registered":"Sunday, August 7, 2016 1:50 AM","about":"Lorem id cillum minim deserunt ad consectetur reprehenderit pariatur exercitation labore do nostrud. Pariatur esse amet ut proident deserunt pariatur ad excepteur culpa qui ad nulla in pariatur. Laborum sint sint enim deserunt qui in occaecat consectetur. Do occaecat do dolor non anim aliqua consectetur laborum nisi tempor dolor velit eu.","address":"463 Harbor Lane, Topanga, Illinois, 9275","phone":"+1 (961) 593-3565","email":"crystal.walker@terragen.com","company":"TERRAGEN","name":{"last":"Walker","first":"Crystal"},"eyeColor":"green","age":32,"picture":"http://placehold.it/32x32","balance":"$3,040.63","isActive":true,"guid":"a42a251e-dea3-4c82-a450-5361f76b13d8","index":51,"_id":"5ac893d8456673776834b929"}]
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