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AI-Studio/app/Tests/Tools/PluginSystem/ConfigurationSnippetParserTests.cs
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using System.Globalization;
using AIStudio.Chat;
using AIStudio.Provider;
using AIStudio.Settings;
using AIStudio.Settings.DataModel;
using AIStudio.Tools.PluginSystem;
using Lua;
using Lua.Standard;
using AuthMethod = AIStudio.Tools.ERIClient.DataModel.AuthMethod;
using Host = AIStudio.Provider.SelfHosted.Host;
namespace AIStudio.Tests.Tools.PluginSystem;
/// <summary>
/// Checks that the snippet parser reads what the app exports, reads it the way Lua does, and
/// refuses whatever is not plain data.
/// </summary>
/// <remarks>
/// The parser stands between a text somebody pasted and the settings of the app, so accepting a
/// snippet is not enough: every snippet it accepts is also run through a real Lua state, and both
/// tables are compared value by value. A parser which read a single string differently than Lua
/// would hand the import something the configuration plugin of the same snippet never contains.<br/><br/>
/// Nothing here asserts on the wording of an issue: I18N is process-wide state without a reset, so
/// an Init somewhere else would decide whether these pass.
/// </remarks>
[TestFixture]
public sealed class ConfigurationSnippetParserTests
{
/// <summary>
/// Quotes, backslashes, and apostrophes, which a quoted Lua string has to escape.
/// </summary>
private const string QUOTED_TEXT = "He said \"hi\" to C:\\Users\\me, and 'bye'.";
/// <summary>
/// A line break at the start, an empty line, an indentation, and the closing brackets of long
/// strings, inside and at the end. Carriage returns are left to the output rules of the policy:
/// a text with one is exported as a quoted string, so it would never reach a long string here.
/// </summary>
private const string MULTILINE_TEXT = "\nFirst line\nSecond line\n\n\tIndented, with ]] and ]==] and ]===] inside, and ending like one: ]===";
private const string WINDOWS_PATH = @"C:\Users\me\AppData\Roaming\MindWork AI Studio\tokenizer.json";
/// <summary>
/// Every type of configuration object which configuration plugins provide, and thus can be exported.
/// </summary>
private static readonly PluginConfigurationObjectType[] EXPORTABLE_TYPES =
[
PluginConfigurationObjectType.LLM_PROVIDER,
PluginConfigurationObjectType.EMBEDDING_PROVIDER,
PluginConfigurationObjectType.TRANSCRIPTION_PROVIDER,
PluginConfigurationObjectType.PROFILE,
PluginConfigurationObjectType.CHAT_TEMPLATE,
PluginConfigurationObjectType.DATA_SOURCE,
PluginConfigurationObjectType.DOCUMENT_ANALYSIS_POLICY,
];
[TestCaseSource(nameof(EXPORTABLE_TYPES))]
public async Task EveryExportIsReadAsLuaReadsIt(PluginConfigurationObjectType type)
{
var snippet = Export(type);
Assert.That(ConfigurationSnippetParser.TryParse(snippet, type, out var parsed, out var issue), Is.True, issue);
AssertSameTable(await ReadWithLuaAsync(type, snippet), parsed, type.ToString());
}
[Test]
public void EveryTypeOfConfigurationObjectHasAnExport() => Assert.That(EXPORTABLE_TYPES, Is.EquivalentTo(PluginConfigurationObjectDescriptors.ALL.Select(descriptor => descriptor.Type)), "A new type of configuration object needs its export in the round trip above.");
private static IEnumerable<TestCaseData> PairsOfDifferentTypes() =>
from snippetType in EXPORTABLE_TYPES
from expectedType in EXPORTABLE_TYPES
where snippetType != expectedType
select new TestCaseData(snippetType, expectedType);
[TestCaseSource(nameof(PairsOfDifferentTypes))]
public void ASnippetOfAnotherTypeIsRefused(PluginConfigurationObjectType snippetType, PluginConfigurationObjectType expectedType)
{
var section = PluginConfigurationObjectDescriptors.Get(snippetType).LuaTableName;
AssertRefused($$"""CONFIG["{{section}}"][#CONFIG["{{section}}"]+1] = { ["a"] = 1 }""", expectedType);
}
[Test]
// ReSharper disable RedundantArgumentDefaultValue
public void ASnippetOfAnUnknownSectionIsRefused() => AssertRefused("""CONFIG["SETTINGS"][#CONFIG["SETTINGS"]+1] = { ["a"] = 1 }""", PluginConfigurationObjectType.PROFILE);
// ReSharper restore RedundantArgumentDefaultValue
[TestCase("""["a"] = "q\"b\\c\n\r\t\a\b\f\v'" """, TestName = "Escapes in a double-quoted string")]
[TestCase("""["a"] = 'it\'s "fine"' """, TestName = "Escapes in a single-quoted string")]
[TestCase("""["a"] = [==[ends with ]] and ]=] but not yet]==]""", TestName = "A long string with a level")]
[TestCase("[\"a\"] = [[one\r\ntwo\rthree\n\rfour\n\nfive]]", TestName = "Line breaks of every kind in a long string")]
[TestCase("[\"a\"] = [[\n indented]]", TestName = "An indented long string starting on its own line")]
[TestCase("[\"a\"] = [[\r\n\r\nafter an empty line]]", TestName = "A long string starting with two line breaks")]
[TestCase("""["a"] = "Grüße – 日本", ["Ünïcode"] = true""", TestName = "Text beyond ASCII")]
[TestCase("""["a"] = 5, ["b"] = -5, ["c"] = 0.25, ["d"] = -.5, ["e"] = 5., ["f"] = 65535""", TestName = "Numbers")]
[TestCase("""["a"] = true; ["b"] = false, ["c"] = { "x", 'y', [[z]], { ["d"] = 1 }, },""", TestName = "Lists, nested tables, and both separators")]
[TestCase("""["a"] = {}, ["b"] = { {} }""", TestName = "Empty tables")]
[TestCase("-- before\n[\"a\"] = -- after the equals sign\n 1, --[ not a block comment\n-- [[ neither\n[\"b\"] = 2 -- last\n", TestName = "Line comments everywhere")]
public async Task AHandwrittenSnippetIsReadAsLuaReadsIt(string fields) => await AssertReadAsLuaReadsItAsync(Snippet(fields));
[Test]
public async Task CommentsBeforeTheAssignmentAreAllowed() => await AssertReadAsLuaReadsItAsync("-- Exported from the laptop of a colleague.\r\n-- Check the IDs below.\r\n\r\n" + Snippet("""["a"] = 1"""));
[Test]
public async Task ThirtyNestedTablesAreStillRead() => await AssertReadAsLuaReadsItAsync(Snippet($"""["a"] = {string.Concat(Enumerable.Repeat("{ ", 30))}1{string.Concat(Enumerable.Repeat(" }", 30))}"""));
[TestCase("""["a"] = print("x")""", TestName = "A function call")]
[TestCase("""["a"] = function() return 1 end""", TestName = "A function")]
[TestCase("""["a"] = "x" .. "y" """, TestName = "A concatenation")]
[TestCase("""["a"] = 1 + 1""", TestName = "Arithmetic")]
[TestCase("""["a"] = CONFIG""", TestName = "A variable")]
[TestCase("""["a"] = os.getenv("HOME")""", TestName = "A library call")]
[TestCase("""["a"] = nil""", TestName = "nil as a field")]
[TestCase("""["a"] = { "x", nil, "y" }""", TestName = "nil in a list")]
[TestCase("[\"a\"] = 1, --[[ [\"b\"] = 2, ]] [\"c\"] = 3\n", TestName = "A block comment followed by data on the same line")]
[TestCase("--[==[\n[\"a\"] = 1,\n--]==]\n[\"b\"] = 2\n", TestName = "A block comment over several lines")]
[TestCase("""["a"] = 1, ["a"] = 2""", TestName = "A field twice")]
[TestCase("""a = 1""", TestName = "A name as the key")]
[TestCase("""[1] = "x" """, TestName = "A number as the key")]
[TestCase("""["a"] = "\x41" """, TestName = "An escape Lua knows, but exports never write")]
[TestCase("""["a"] = "unterminated""", TestName = "An unterminated string")]
[TestCase("""["a"] = [==[unterminated]=]""", TestName = "An unterminated long string")]
[TestCase("""["a"] = 0x10""", TestName = "A hexadecimal number")]
public void CodeAndConstructsBeyondPlainDataAreRefused(string fields) => AssertRefused(Snippet(fields));
[Test]
public void ASecondStatementIsRefused() => AssertRefused(Snippet("""["a"] = 1""") + "\nos.exit()");
[Test]
public void ASecondAssignmentIsRefused() => AssertRefused(Snippet("""["a"] = 1""") + "\n" + Snippet("""["b"] = 2"""));
[Test]
public void AnAssignmentWhichCountsAnotherSectionIsRefused() => AssertRefused("""CONFIG["PROFILES"][#CONFIG["CHAT_TEMPLATES"]+1] = { ["a"] = 1 }""");
[Test]
public void AnAssignmentToAFixedIndexIsRefused() => AssertRefused("""CONFIG["PROFILES"][1] = { ["a"] = 1 }""");
[Test]
public void ATooLargeSnippetIsRefused() => AssertRefused(Snippet($"""["a"] = "{new string('x', 1_000_000)}" """));
[Test]
public void TooManyNestedTablesAreRefused() => AssertRefused(Snippet($"""["a"] = {string.Concat(Enumerable.Repeat("{ ", 40))}1{string.Concat(Enumerable.Repeat(" }", 40))}"""));
[TestCase("")]
[TestCase(" \r\n ")]
public void AnEmptySnippetIsRefused(string snippet) => AssertRefused(snippet);
/// <summary>
/// Reads a profile snippet with the parser and with Lua, and compares both.
/// </summary>
private static async Task AssertReadAsLuaReadsItAsync(string snippet)
{
Assert.That(ConfigurationSnippetParser.TryParse(snippet, PluginConfigurationObjectType.PROFILE, out var parsed, out var issue), Is.True, issue);
AssertSameTable(await ReadWithLuaAsync(PluginConfigurationObjectType.PROFILE, snippet), parsed, "PROFILES");
}
private static void AssertRefused(string snippet, PluginConfigurationObjectType type = PluginConfigurationObjectType.PROFILE)
{
var accepted = ConfigurationSnippetParser.TryParse(snippet, type, out _, out var issue);
Assert.Multiple(() =>
{
Assert.That(accepted, Is.False);
Assert.That(issue, Is.Not.Empty, "A refused snippet needs a reason the user can read.");
});
}
/// <summary>
/// A profile snippet with these fields.
/// </summary>
private static string Snippet(string fields) => $$"""CONFIG["PROFILES"][#CONFIG["PROFILES"]+1] = { {{fields}} }""";
/// <summary>
/// What the app exports for one item of each type, with values which the export has to escape.
/// </summary>
/// <remarks>
/// The items are made here rather than in a test case source: NUnit reads such a source before
/// TestHost runs, and the provider types need its logger factory.
/// </remarks>
private static string Export(PluginConfigurationObjectType type) => type switch
{
PluginConfigurationObjectType.LLM_PROVIDER => new AIStudio.Settings.Provider(
1,
Guid.NewGuid().ToString(),
QUOTED_TEXT,
LLMProviders.SELF_HOSTED,
new Model("llama-3.3-70b", QUOTED_TEXT),
IsSelfHosted: true,
Hostname: "http://localhost:11434",
Host: Host.OLLAMA,
AdditionalJsonApiParameters: "\"temperature\": 0.5, \"top_p\": 0.9",
TokenizerPath: WINDOWS_PATH,
CapabilityOverrides: new ProviderCapabilityOverrides { FunctionCalling = true, ContextWindowTokens = 32_768, MaxImagesPerMessage = 0 })
.ExportAsConfigurationSection("ENC:v1:c2VjcmV0"),
PluginConfigurationObjectType.EMBEDDING_PROVIDER => new EmbeddingProvider(
1,
Guid.NewGuid().ToString(),
QUOTED_TEXT,
LLMProviders.SELF_HOSTED,
new Model("nomic-embed-text", null),
IsSelfHosted: true,
Host: Host.OLLAMA,
TokenizerPath: WINDOWS_PATH,
EmbeddingBatchSize: 16,
TokenLimit: 512)
.ExportAsConfigurationSection("ENC:v1:c2VjcmV0"),
PluginConfigurationObjectType.TRANSCRIPTION_PROVIDER => new TranscriptionProvider(
1,
Guid.NewGuid().ToString(),
QUOTED_TEXT,
LLMProviders.SELF_HOSTED,
new Model("whisper-large-v3", "Whisper"),
IsSelfHosted: true,
Host: Host.WHISPER_CPP)
.ExportAsConfigurationSection(),
PluginConfigurationObjectType.PROFILE => new Profile(1, Guid.NewGuid().ToString(), QUOTED_TEXT, MULTILINE_TEXT, "Short actions.").ExportAsConfigurationSection(),
PluginConfigurationObjectType.CHAT_TEMPLATE => ExportChatTemplate(),
PluginConfigurationObjectType.DATA_SOURCE => new DataSourceERI_V1
{
Num = 1,
Id = Guid.NewGuid().ToString(),
Name = QUOTED_TEXT,
Type = DataSourceType.ERI_V1,
Hostname = "https://eri.example.org",
Port = 8443,
AuthMethod = AuthMethod.USERNAME_PASSWORD,
Username = "jane.doe",
SecurityPolicy = DataSourceSecurity.SELF_HOSTED,
SelectedRetrievalId = "semantic-search",
MaxMatches = 25,
}.ExportAsConfigurationSection("ENC:v1:c2VjcmV0", DataSourceERIUsernamePasswordMode.SHARED_USERNAME_AND_PASSWORD),
PluginConfigurationObjectType.DOCUMENT_ANALYSIS_POLICY => new DataDocumentAnalysisPolicy
{
Id = Guid.NewGuid().ToString(),
PolicyName = QUOTED_TEXT,
PolicyDescription = "Checks contracts for the clauses our legal department cares about.",
AnalysisRules = MULTILINE_TEXT,
OutputRules = "- Answer in a table.\r\n- Quote the clause.",
MinimumProviderConfidence = ConfidenceLevel.MEDIUM,
AllowedToolIds = ["web_search", "read_web_page"],
PreselectedProvider = Guid.NewGuid().ToString(),
HidePolicyDefinition = true,
}.ExportAsConfigurationSection(),
_ => throw new ArgumentOutOfRangeException(nameof(type), type, "This test knows no export for this type."),
};
private static string ExportChatTemplate()
{
var template = new ChatTemplate
{
Num = 1,
Id = Guid.NewGuid().ToString(),
Name = QUOTED_TEXT,
SystemPrompt = MULTILINE_TEXT,
PredefinedUserPrompt = "Please summarize: ",
AllowProfileUsage = true,
FileAttachments = [new FileAttachment(FileAttachmentType.DOCUMENT, "report.pdf", WINDOWS_PATH, 1024)],
ExampleConversation =
[
new ContentBlock { ContentType = ContentType.TEXT, Role = ChatRole.USER, Content = new ContentText { Text = QUOTED_TEXT } },
new ContentBlock { ContentType = ContentType.TEXT, Role = ChatRole.AI, Content = new ContentText { Text = MULTILINE_TEXT } },
],
ToolIds = ["web_search"],
// Preselected data sources make the export start with a comment:
DataSourceOptions = new() { DisableDataSources = false, PreselectedDataSourceIds = [Guid.NewGuid().ToString()] },
};
Assert.That(template.TryExportAsConfigurationSection(out var luaCode, out var issue), Is.True, issue);
return luaCode;
}
/// <summary>
/// Reads a snippet the way a configuration plugin containing it would be read.
/// </summary>
private static async Task<LuaTable> ReadWithLuaAsync(PluginConfigurationObjectType type, string snippet)
{
var section = PluginConfigurationObjectDescriptors.Get(type).LuaTableName;
var state = LuaState.Create();
state.OpenBasicLibrary();
state.OpenTableLibrary();
await state.DoStringAsync($$"""
CONFIG = {}
CONFIG["{{section}}"] = {}
{{snippet}}
""");
if (!state.Environment["CONFIG"].TryRead<LuaTable>(out var configTable) ||
!configTable[section].TryRead<LuaTable>(out var sectionTable) ||
!sectionTable[1].TryRead<LuaTable>(out var itemTable))
throw new InvalidOperationException("The snippet of this test did not add a table to its section.");
return itemTable;
}
private static void AssertSameTable(LuaTable expected, LuaTable actual, string path)
{
var expectedFields = Fields(expected);
var actualFields = Fields(actual);
Assert.That(actualFields.Keys, Is.EquivalentTo(expectedFields.Keys), path);
foreach (var (key, expectedValue) in expectedFields)
AssertSameValue(expectedValue, actualFields[key], $"{path}[{key}]");
}
private static void AssertSameValue(LuaValue expected, LuaValue actual, string path)
{
Assert.That(actual.Type, Is.EqualTo(expected.Type), path);
switch (expected.Type)
{
case LuaValueType.String:
Assert.That(actual.Read<string>(), Is.EqualTo(expected.Read<string>()), path);
break;
case LuaValueType.Number:
Assert.That(actual.Read<double>(), Is.EqualTo(expected.Read<double>()), path);
break;
case LuaValueType.Boolean:
Assert.That(actual.Read<bool>(), Is.EqualTo(expected.Read<bool>()), path);
break;
case LuaValueType.Table:
AssertSameTable(expected.Read<LuaTable>(), actual.Read<LuaTable>(), path);
break;
default:
Assert.Fail($"{path} holds a {expected.Type}, which no snippet of this test contains.");
break;
}
}
private static Dictionary<string, LuaValue> Fields(LuaTable table)
{
var fields = new Dictionary<string, LuaValue>(StringComparer.Ordinal);
var key = LuaValue.Nil;
while (table.TryGetNext(key, out var pair))
{
key = pair.Key;
var name = pair.Key.Type switch
{
LuaValueType.String => $"\"{pair.Key.Read<string>()}\"",
LuaValueType.Number => pair.Key.Read<double>().ToString(CultureInfo.InvariantCulture),
_ => throw new InvalidOperationException($"A key of the type {pair.Key.Type} cannot appear in a snippet."),
};
fields.Add(name, pair.Value);
}
return fields;
}
}