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301 lines
15 KiB
C#
301 lines
15 KiB
C#
using System.Diagnostics.CodeAnalysis;
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using System.Globalization;
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using System.Text.Json;
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namespace AIStudio.Tools.ToolCallingSystem;
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/// <summary>
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/// Reads the arguments a model passes to a tool, and refuses wrong ones.
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/// </summary>
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/// <remarks>
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/// A wrong argument is refused rather than guessed at: a placeholder such as 0 is not a page, and
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/// quietly reading it as "no page" would do something the model did not ask for. The model reads
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/// the refusal and tries again, so every refusal says what arrived, what would have been right,
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/// and, for an optional argument, that leaving it out is always an option. A model which believes
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/// the argument has to be there otherwise keeps trying placeholders, and every attempt costs one of
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/// the tool calls an answer may make.<br/><br/>
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/// A null counts the same as leaving an argument out: with a strict schema, a model has to pass
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/// every argument and passes null for one it does not want to set.
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/// </remarks>
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internal static class ToolArgumentReader
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{
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/// <summary>
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/// How much of a wrongly passed argument a refusal repeats back to the model.
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/// </summary>
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/// <remarks>
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/// Enough for a GUID in quotes. The model sent the value itself, so repeating all of it back
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/// only costs tokens.
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/// </remarks>
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private const int MAX_ARGUMENT_ECHO_LENGTH = 40;
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private static readonly string[] DATE_TIME_FORMATS_WITH_OFFSET = ["yyyy-MM-dd'T'HH:mmzzz", "yyyy-MM-dd'T'HH:mm:sszzz", "yyyy-MM-dd'T'HH:mm:ss.FFFFFFFzzz"];
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private static readonly string[] DATE_TIME_FORMATS_IN_UTC = ["yyyy-MM-dd'T'HH:mm'Z'", "yyyy-MM-dd'T'HH:mm:ss'Z'", "yyyy-MM-dd'T'HH:mm:ss.FFFFFFF'Z'"];
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private static readonly string[] DATE_TIME_FORMATS_WITHOUT_OFFSET = ["yyyy-MM-dd", "yyyy-MM-dd'T'HH:mm", "yyyy-MM-dd'T'HH:mm:ss", "yyyy-MM-dd'T'HH:mm:ss.FFFFFFF"];
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/// <summary>
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/// Reads a string argument the model always has to pass.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <returns>The value, trimmed and never empty.</returns>
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/// <exception cref="ArgumentException">The argument is missing, no string, or empty.</exception>
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public static string ReadRequiredString(JsonElement arguments, string propertyName)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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throw new ArgumentException($"Missing required argument '{propertyName}'.");
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var text = ReadString(propertyName, value, whenLeftOut: null);
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if (string.IsNullOrWhiteSpace(text))
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throw InvalidArgument(propertyName, value, "a non-empty string", whenLeftOut: null);
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return text;
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}
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/// <summary>
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/// Reads an optional string argument.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, trimmed, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no string.</exception>
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public static string? ReadOptionalString(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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return ReadString(propertyName, value, whenLeftOut);
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}
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/// <summary>
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/// Reads an optional string argument which has to be a single line of limited length.
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/// </summary>
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/// <remarks>
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/// For what ends up in a search, such as a part of an address. An empty string is refused
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/// rather than read as leaving the argument out: it asks for nothing, and in a search it would
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/// match everything.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="maxCharacters">How long the line may be.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The line, trimmed and never empty, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no string, empty, too long, or holds a line break or another control character.</exception>
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public static string? ReadOptionalLine(JsonElement arguments, string propertyName, int maxCharacters, string whenLeftOut)
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{
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var text = ReadOptionalString(arguments, propertyName, whenLeftOut);
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if (text is null)
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return null;
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if (text.Length == 0)
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throw Refusal($"Argument '{propertyName}' must not be empty.", whenLeftOut);
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if (text.Length > maxCharacters)
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throw Refusal($"Argument '{propertyName}' must be at most {maxCharacters} characters long, but had {text.Length}.", whenLeftOut);
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if (text.Any(char.IsControl))
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throw Refusal($"Argument '{propertyName}' must not contain control characters such as line breaks. Write it as a single line.", whenLeftOut);
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return text;
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}
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/// <summary>
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/// Reads an optional argument which has to be a positive integer.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no positive integer.</exception>
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public static int? ReadOptionalPositiveInt(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (value.ValueKind is not JsonValueKind.Number || !value.TryGetInt32(out var intValue) || intValue <= 0)
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throw InvalidArgument(propertyName, value, "a positive integer", whenLeftOut);
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return intValue;
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}
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/// <summary>
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/// Reads an optional argument which has to be true or false.
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/// </summary>
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/// <remarks>
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/// Only a JSON boolean counts. A string such as "true" is refused, since a model which writes
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/// one may just as well write "yes", and guessing what it meant is what this reader avoids.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no boolean.</exception>
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public static bool? ReadOptionalBoolean(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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return value.ValueKind switch
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{
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JsonValueKind.True => true,
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JsonValueKind.False => false,
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_ => throw InvalidArgument(propertyName, value, "true or false", whenLeftOut),
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};
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}
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/// <summary>
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/// Reads an optional argument which has to be a date, or a date with a time of day.
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/// </summary>
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/// <remarks>
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/// The model writes the dates the user speaks of, and the user speaks of their own time zone.
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/// So a date stands for its beginning there, and a time of day without an offset is a time
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/// there as well. Only a time with an offset or a Z keeps the offset it states. Everything else,
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/// such as "yesterday" or a date in another order, is refused.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="timeZone">The time zone of the user.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The point in time, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no date in one of the accepted forms.</exception>
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public static DateTimeOffset? ReadOptionalDateTime(JsonElement arguments, string propertyName, TimeZoneInfo timeZone, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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var text = value.ValueKind is JsonValueKind.String ? value.GetString()?.Trim() : null;
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if (text is null || !TryParseDateTime(text, timeZone, out var pointInTime))
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throw InvalidArgument(propertyName, value, "a date such as 2026-09-01, or a date with a time of day such as 2026-09-01T14:30", whenLeftOut);
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return pointInTime;
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}
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private static bool TryParseDateTime(string text, TimeZoneInfo timeZone, out DateTimeOffset pointInTime)
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{
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if (DateTimeOffset.TryParseExact(text, DATE_TIME_FORMATS_WITH_OFFSET, CultureInfo.InvariantCulture, DateTimeStyles.None, out pointInTime))
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return true;
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// Without AssumeUniversal, a Z would get the offset of this computer:
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if (DateTimeOffset.TryParseExact(text, DATE_TIME_FORMATS_IN_UTC, CultureInfo.InvariantCulture, DateTimeStyles.AssumeUniversal, out pointInTime))
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return true;
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if (DateTime.TryParseExact(text, DATE_TIME_FORMATS_WITHOUT_OFFSET, CultureInfo.InvariantCulture, DateTimeStyles.None, out var localTime))
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{
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pointInTime = new DateTimeOffset(localTime, timeZone.GetUtcOffset(localTime));
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return true;
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}
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pointInTime = default;
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return false;
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}
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/// <summary>
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/// Reads an optional argument which has to be one of the values the tool offers.
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/// </summary>
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/// <remarks>
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/// The values are compared exactly, because the schema offers them exactly so.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="allowedValues">The values the tool offers.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is none of the offered values.</exception>
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public static string? ReadOptionalChoice(JsonElement arguments, string propertyName, IReadOnlyCollection<string> allowedValues, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (!TryReadChoice(value, allowedValues, out var choice))
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throw InvalidArgument(propertyName, value, $"one of {string.Join(", ", allowedValues)}", whenLeftOut);
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return choice;
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}
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/// <summary>
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/// Reads an optional argument which has to be a list of values the tool offers.
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/// </summary>
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/// <remarks>
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/// The values are compared exactly, because the schema offers them exactly so. An empty list is
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/// refused rather than read as leaving the argument out: it asks for none of the values, and
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/// what leaving it out does instead is for the refusal to say. A value the model names twice
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/// counts once.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="allowedValues">The values the tool offers.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The values in the order the model named them, or null when it left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no list, an empty one, or holds a value the tool does not offer.</exception>
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public static IReadOnlyList<string>? ReadOptionalChoices(JsonElement arguments, string propertyName, IReadOnlyCollection<string> allowedValues, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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var offeredValues = string.Join(", ", allowedValues);
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if (value.ValueKind is not JsonValueKind.Array || value.GetArrayLength() == 0)
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throw InvalidArgument(propertyName, value, $"a list of one or more of {offeredValues}", whenLeftOut);
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var choices = new List<string>(value.GetArrayLength());
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foreach (var item in value.EnumerateArray())
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{
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if (!TryReadChoice(item, allowedValues, out var choice))
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throw InvalidListValue(propertyName, item, $"one of {offeredValues}", whenLeftOut);
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if (!choices.Contains(choice, StringComparer.Ordinal))
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choices.Add(choice);
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}
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return choices;
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}
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/// <summary>
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/// Looks up an argument, treating null the same as leaving it out.
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/// </summary>
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private static bool TryGetArgument(JsonElement arguments, string propertyName, out JsonElement value) =>
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arguments.TryGetProperty(propertyName, out value) && value.ValueKind is not JsonValueKind.Null;
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private static string ReadString(string propertyName, JsonElement value, string? whenLeftOut)
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{
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if (value.ValueKind is not JsonValueKind.String)
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throw InvalidArgument(propertyName, value, "a string", whenLeftOut);
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return value.GetString()?.Trim() ?? string.Empty;
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}
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private static bool TryReadChoice(JsonElement value, IReadOnlyCollection<string> allowedValues, [NotNullWhen(true)] out string? choice)
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{
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choice = value.ValueKind is JsonValueKind.String ? value.GetString()?.Trim() : null;
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return choice is not null && allowedValues.Contains(choice, StringComparer.Ordinal);
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}
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/// <summary>
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/// Builds the refusal of an argument the model passed wrongly.
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/// </summary>
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/// <param name="propertyName">The argument.</param>
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/// <param name="value">What the model passed, as it arrived.</param>
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/// <param name="expectation">What the argument must be, completing "must be ...".</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...", or null for a required one.</param>
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private static ArgumentException InvalidArgument(string propertyName, JsonElement value, string expectation, string? whenLeftOut) =>
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Refusal($"Argument '{propertyName}' must be {expectation}, but was {Echo(value)}.", whenLeftOut);
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/// <summary>
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/// Builds the refusal of a list the model passed with a wrong value in it.
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/// </summary>
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/// <remarks>
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/// Only the wrong value is repeated back, not the whole list: the model has to find out which
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/// of its values the tool means.
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/// </remarks>
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private static ArgumentException InvalidListValue(string propertyName, JsonElement item, string expectation, string whenLeftOut) =>
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Refusal($"Every value of argument '{propertyName}' must be {expectation}, but one was {Echo(item)}.", whenLeftOut);
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private static ArgumentException Refusal(string message, string? whenLeftOut) => new(whenLeftOut is null ? message : $"{message} Leave it out {whenLeftOut}.");
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private static string Echo(JsonElement value)
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{
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var receivedValue = value.GetRawText();
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return receivedValue.Length > MAX_ARGUMENT_ECHO_LENGTH ? $"{receivedValue[..MAX_ARGUMENT_ECHO_LENGTH]}..." : receivedValue;
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}
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} |