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Sent strict tool schemas only to providers that enforce them
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using System.Text.Json.Nodes;
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using AIStudio.Provider.OpenAI;
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using AIStudio.Tools.ToolCallingSystem;
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namespace AIStudio.Tests.Provider.ToolCalling;
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/// <summary>
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/// Checks how a tool's parameter schema is translated into the form OpenAI's strict mode requires.
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/// </summary>
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/// <remarks>
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/// Strict mode wants every argument required and says "may be left out" by allowing null instead.
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/// The translation has to keep what the schema means: an argument the tool can do without stays
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/// one the model can leave empty, and an argument the tool needs stays exactly as it was.
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/// </remarks>
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[TestFixture]
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public sealed class OpenAIStrictToolSchemaTests
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{
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[Test]
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public void AnOptionalArgumentMayBeNullInstead()
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{
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var properties = Converted(ToolParameterSchemaBuilder.Create()
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.RequiredString("query", "The search query.")
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.OptionalString("language", "The language.")
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.OptionalInteger("page", "The page."))["properties"]!;
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Assert.Multiple(() =>
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{
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Assert.That(Types(properties["language"]!), Is.EqualTo(new[] { "string", "null" }));
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Assert.That(Types(properties["page"]!), Is.EqualTo(new[] { "integer", "null" }));
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});
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}
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[Test]
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public void AnOptionalChoiceOffersNullAmongItsValues()
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{
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var timeRange = Converted(ToolParameterSchemaBuilder.Create()
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.RequiredString("query", "The search query.")
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.OptionalEnum("time_range", "The time range.", "day", "month", "year"))["properties"]!["time_range"]!;
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Assert.Multiple(() =>
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{
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Assert.That(Types(timeRange), Is.EqualTo(new[] { "string", "null" }));
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Assert.That(timeRange["enum"]!.AsArray().Select(value => value?.GetValue<string>()), Is.EqualTo(new[] { null, "day", "month", "year" }));
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});
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}
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[Test]
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public void ARequiredArgumentStaysAsItIs()
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{
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var query = Converted(ToolParameterSchemaBuilder.Create()
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.RequiredString("query", "The search query.")
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.OptionalString("language", "The language."))["properties"]!["query"]!;
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Assert.That(query["type"]!.GetValue<string>(), Is.EqualTo("string"));
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}
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[Test]
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public void EveryArgumentIsRequiredInTheOrderOfTheProperties()
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{
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//
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// The order has to be stable across requests, because prompt caching depends on it. The
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// optional argument comes first here, so an order taken from the old required list would
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// show.
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//
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var schema = Converted(ToolParameterSchemaBuilder.Create()
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.OptionalString("language", "The language.")
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.RequiredString("query", "The search query."));
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Assert.That(schema["required"]!.AsArray().Select(name => name!.GetValue<string>()), Is.EqualTo(new[] { "language", "query" }));
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}
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[Test]
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public void ExtraArgumentsStayRefused()
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{
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var schema = Converted(ToolParameterSchemaBuilder.Create()
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.RequiredString("query", "The search query.")
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.OptionalString("language", "The language."));
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Assert.That(schema["additionalProperties"]!.GetValue<bool>(), Is.False);
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}
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[Test]
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public void ASchemaWithoutOptionalArgumentsIsLeftUntouched()
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{
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var parameters = ToolParameterSchemaBuilder.Create()
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.RequiredString("url", "The address of the page.")
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.Build();
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var converted = OpenAIStrictToolSchema.FromToolParameters(parameters);
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Assert.That(JsonNode.DeepEquals(JsonNode.Parse(converted.GetRawText()), JsonNode.Parse(parameters.GetRawText())), Is.True);
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}
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/// <summary>
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/// Builds the schema and returns it the way strict mode receives it.
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/// </summary>
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private static JsonNode Converted(ToolParameterSchemaBuilder builder) => JsonNode.Parse(OpenAIStrictToolSchema.FromToolParameters(builder.Build()).GetRawText())!;
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/// <summary>
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/// Reads the types a property allows, whether it names one or several.
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/// </summary>
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private static string[] Types(JsonNode property) => property["type"] switch
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{
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JsonArray types => types.Select(type => type!.GetValue<string>()).ToArray(),
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var type => [type!.GetValue<string>()],
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};
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}
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