126 lines
4.2 KiB
C#
126 lines
4.2 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using System;
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using Microsoft.Extensions.VectorData;
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using Microsoft.SemanticKernel.Connectors.PgVector;
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using Xunit;
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namespace SemanticKernel.Connectors.PgVector.UnitTests;
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public sealed class PostgresPropertyExtensionsTests
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{
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[Theory]
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[InlineData("timestamp")]
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[InlineData("TIMESTAMP")]
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[InlineData("timestamp without time zone")]
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[InlineData("TIMESTAMP WITHOUT TIME ZONE")]
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public void WithStoreType_Timestamp_SetsAnnotation(string storeType)
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{
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var property = new VectorStoreDataProperty("test", typeof(DateTime));
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var result = property.WithStoreType(storeType);
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Assert.Same(property, result);
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Assert.Equal(storeType, property.GetStoreType());
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}
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[Theory]
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[InlineData("timestamptz")]
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[InlineData("timestamp with time zone")]
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[InlineData("integer")]
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[InlineData("text")]
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[InlineData("")]
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public void WithStoreType_UnsupportedType_Throws(string storeType)
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{
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var property = new VectorStoreDataProperty("test", typeof(DateTime));
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Assert.Throws<NotSupportedException>(() => property.WithStoreType(storeType));
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}
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[Fact]
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public void GetStoreType_NotSet_ReturnsNull()
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{
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var property = new VectorStoreDataProperty("test", typeof(DateTime));
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Assert.Null(property.GetStoreType());
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}
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[Fact]
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public void WithStoreType_OnlyAllowedOnDateTimeProperties()
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{
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// Setting the annotation on a non-DateTime property should succeed at the property level
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// (validation happens in the model builder), but building the model should throw.
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var definition = new VectorStoreCollectionDefinition
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{
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Properties =
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[
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new VectorStoreKeyProperty("id", typeof(Guid)),
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new VectorStoreDataProperty("name", typeof(string)).WithStoreType("timestamp"),
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new VectorStoreVectorProperty("embedding", typeof(ReadOnlyMemory<float>), 10)
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]
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};
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Assert.Throws<NotSupportedException>(() =>
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new PostgresModelBuilder().BuildDynamic(definition, defaultEmbeddingGenerator: null));
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}
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[Fact]
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public void WithStoreType_AllowedOnDateTimeProperty()
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{
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var definition = new VectorStoreCollectionDefinition
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{
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Properties =
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[
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new VectorStoreKeyProperty("id", typeof(Guid)),
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new VectorStoreDataProperty("created", typeof(DateTime)).WithStoreType("timestamp"),
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new VectorStoreVectorProperty("embedding", typeof(ReadOnlyMemory<float>), 10)
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]
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};
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// Should not throw
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var model = new PostgresModelBuilder().BuildDynamic(definition, defaultEmbeddingGenerator: null);
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Assert.NotNull(model);
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}
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[Fact]
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public void WithStoreType_AllowedOnKeyProperty()
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{
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var property = new VectorStoreKeyProperty("id", typeof(DateTime)).WithStoreType("timestamp");
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Assert.Equal("timestamp", property.GetStoreType());
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}
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[Fact]
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public void WithStoreType_OnKeyProperty_NonDateTime_Throws()
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{
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var definition = new VectorStoreCollectionDefinition
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{
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Properties =
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[
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new VectorStoreKeyProperty("id", typeof(Guid)).WithStoreType("timestamp"),
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new VectorStoreVectorProperty("embedding", typeof(ReadOnlyMemory<float>), 10)
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]
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};
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Assert.Throws<NotSupportedException>(() =>
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new PostgresModelBuilder().BuildDynamic(definition, defaultEmbeddingGenerator: null));
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}
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[Fact]
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public void WithStoreType_AllowedOnNullableDateTimeProperty()
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{
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var definition = new VectorStoreCollectionDefinition
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{
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Properties =
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[
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new VectorStoreKeyProperty("id", typeof(Guid)),
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new VectorStoreDataProperty("created", typeof(DateTime?)).WithStoreType("timestamp"),
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new VectorStoreVectorProperty("embedding", typeof(ReadOnlyMemory<float>), 10)
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]
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};
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// Should not throw
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var model = new PostgresModelBuilder().BuildDynamic(definition, defaultEmbeddingGenerator: null);
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Assert.NotNull(model);
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}
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}
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