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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,258 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "#r \"nuget: Elastic.Clients.Elasticsearch\"\n", | ||
| "#r \"nuget: System.Net.Http.Json\"\n", | ||
| "#!import ./Utils.cs\n", | ||
| "#!import ../_infra/get-connection-string.ipynb\n", | ||
| "\n", | ||
| "using Elastic.Transport;\n", | ||
| "using Elastic.Clients.Elasticsearch;\n", | ||
| "using Elastic.Transport.Products.Elasticsearch;\n", | ||
| "\n", | ||
| "var elasticSettings = new ElasticsearchClientSettings(connectionString)\n", | ||
| " .DisableDirectStreaming()\n", | ||
| " .ServerCertificateValidationCallback(CertificateValidations.AllowAll);\n", | ||
| "\n", | ||
| "var client = new ElasticsearchClient(elasticSettings);" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Test the Client\n", | ||
| "\n", | ||
| "Before you continue, confirm that the client has connected with this test.\n" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "var info = await client.InfoAsync();\n", | ||
| "\n", | ||
| "display(info);" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Index some test data\n", | ||
| "Our client is set up and connected to our Elastic deployment. Now we need some data to test out the basics of Elasticsearch queries. We'll use a small index of books with the following fields" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "using System.Text.Json.Serialization;\n", | ||
| "\n", | ||
| "public class Book\n", | ||
| "{\n", | ||
| " [JsonPropertyName(\"title\")]\n", | ||
| " public string Title { get; set; }\n", | ||
| "\n", | ||
| " [JsonPropertyName(\"summary\")]\n", | ||
| " public string Summary { get; set; }\n", | ||
| "\n", | ||
| " [JsonPropertyName(\"publish_date\")]\n", | ||
| " public DateTimeOffset PublishDate { get; set; }\n", | ||
| "\n", | ||
| " [JsonPropertyName(\"num_reviews\")]\n", | ||
| " public int NumReviews { get; set; }\n", | ||
| "\n", | ||
| " [JsonPropertyName(\"publisher\")]\n", | ||
| " public string Publisher { get; set; }\n", | ||
| "\n", | ||
| "\n", | ||
| " public object? TitleVector { get; set; }\n", | ||
| "}" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "using Elastic.Clients.Elasticsearch;\n", | ||
| "using Elastic.Clients.Elasticsearch.IndexManagement;\n", | ||
| "using Elastic.Clients.Elasticsearch.Mapping;\n", | ||
| "\n", | ||
| "const string BookIndex = \"book_index\";\n", | ||
| "var indexDescriptor = new CreateIndexRequestDescriptor<Book>(BookIndex)\n", | ||
| " .Mappings(m => m\n", | ||
| " .Properties(pp => pp\n", | ||
| " .Text(p => p.Title)\n", | ||
| " .DenseVector(\n", | ||
| " Infer.Property<Book>(p => p.TitleVector),\n", | ||
| " d => d.Dims(384).Index(true).Similarity(DenseVectorSimilarity.Cosine))\n", | ||
| " .Text(p => p.Summary)\n", | ||
| " .Date(p => p.PublishDate)\n", | ||
| " .IntegerNumber(p => p.NumReviews)\n", | ||
| " .Keyword(p => p.Publisher)\n", | ||
| " )\n", | ||
| " );" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "var indexResponse = await client.Indices.CreateAsync(indexDescriptor);\n", | ||
| "\n", | ||
| "display(indexResponse);\n", | ||
| "ToJson(DumpGetRequest(indexResponse.DebugInformation)).Display();" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "using System.Net.Http;\n", | ||
| "using System.Net.Http.Json;\n", | ||
| "\n", | ||
| "var http = new HttpClient();\n", | ||
| "var url = \"https://raw.githubusercontent.com/elastic/elasticsearch-labs/main/notebooks/search/data.json\";\n", | ||
| "var books = await http.GetFromJsonAsync<Book[]>(url);\n", | ||
| "\n", | ||
| "display(books);\n" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "var bulkResponse = await client.BulkAsync(BookIndex, d => d\n", | ||
| " .IndexMany<Book>(books, (bd, b) => bd.Index(BookIndex).));\n", | ||
| "\n", | ||
| "display(DumpGetRequest(bulkResponse));" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "var searchResponse = await client.SearchAsync<Book>(s => \n", | ||
| " s \n", | ||
| " .Index(BookIndex)\n", | ||
| " .Query(q => q.Match(d => d.Field(f => f.Title).Query(\"JavaScript\")))\n", | ||
| ");\n", | ||
| "\n", | ||
| "DumpGetRequest(searchResponse).Display();\n", | ||
| "\n", | ||
| "searchResponse.Display();" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "dotnet_interactive": { | ||
| "language": "csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelName": "csharp" | ||
| } | ||
| }, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": ".NET (C#)", | ||
| "language": "C#", | ||
| "name": ".net-csharp" | ||
| }, | ||
| "polyglot_notebook": { | ||
| "kernelInfo": { | ||
| "defaultKernelName": "csharp", | ||
| "items": [ | ||
| { | ||
| "aliases": [], | ||
| "languageName": "csharp", | ||
| "name": "csharp" | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 2 | ||
| } |
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