From 309a01b620c732280404a3fdac2ec7eb9cbf4a54 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:31:04 +0100 Subject: [PATCH 01/10] Fix grammar in FilesInContextPromptBuilder --- .../stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt index b073204..b3baf65 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt @@ -9,7 +9,7 @@ object FilesInContextPromptBuilder { appendLine("You have no files in the context.") appendLine("If you saw files they are only part of the prompt and dont exists yet!") if (edit) { - appendLine("You may create new files (keep in mind that searchedText needs to be empty in this case!)") + appendLine("You may create new files (keep in mind that searched text needs to be empty in this case!)") } return@buildString } From 89da0c7c233b9f7446dd515cae72d1fabc5aa141 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:39:15 +0100 Subject: [PATCH 02/10] Add EngineLlmReplayTests --- .../securecoder/engine/llm/LlmReplayModels.kt | 24 +++ .../engine/llm/LoggingAndReplayClients.kt | 67 +++++++++ .../engine/workflow/EngineLlmReplayTests.kt | 139 ++++++++++++++++++ 3 files changed, 230 insertions(+) create mode 100644 engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LlmReplayModels.kt create mode 100644 engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt create mode 100644 engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt diff --git a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LlmReplayModels.kt b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LlmReplayModels.kt new file mode 100644 index 0000000..e4314d2 --- /dev/null +++ b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LlmReplayModels.kt @@ -0,0 +1,24 @@ +package de.tuda.stg.securecoder.engine.llm + +import kotlinx.serialization.Serializable + +@Serializable +data class LoggedCall( + val requestHash: String, + val request: String, + val params: String, + val response: String, +) + +@Serializable +data class LoggedRun( + val modelName: String, + val promptKind: String, + val runIndex: Int, + val enginePrompt: String, + val initialFiles: Map, + val calls: List, +) + +@Serializable +data class LoggedSuite(val runs: List) diff --git a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt new file mode 100644 index 0000000..3978cdc --- /dev/null +++ b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt @@ -0,0 +1,67 @@ +package de.tuda.stg.securecoder.engine.llm + +import java.security.MessageDigest + +class LoggingLlmClient( + private val delegate: LlmClient +) : LlmClient { + private val _calls = mutableListOf() + val calls: List get() = _calls + + override suspend fun chat( + messages: List, + params: LlmClient.GenerationParams + ): String { + val hash = computeHash(messages, params) + val response = delegate.chat(messages, params) + _calls += LoggedCall( + requestHash = hash, + request = messages.toString(), + params = params.toString(), + response = response, + ) + return response + } + + override fun close() = delegate.close() + + companion object Commons { + fun computeHash( + messages: List, + params: LlmClient.GenerationParams + ): String { + val payload = messages.toString() + params.toString() + val bytes = MessageDigest.getInstance("SHA-256").digest(payload.toByteArray(Charsets.UTF_8)) + return bytes.toHexString() + } + } +} + +class ReplayLlmClient( + private val loggedCalls: List +) : LlmClient { + private var idx = 0 + + override suspend fun chat( + messages: List, + params: LlmClient.GenerationParams + ): String { + if (idx >= loggedCalls.size) error("ReplayLlmClient: no more calls to replay (idx=$idx, size=${loggedCalls.size})") + val calculated = LoggingLlmClient.computeHash(messages, params) + val expected = loggedCalls[idx] + if (calculated != expected.requestHash) { + throw IllegalStateException( + buildString { + appendLine("ReplayLlmClient: input hash mismatch at call #$idx") + appendLine("expected: ${expected.requestHash}") + appendLine("actual: $calculated") + appendLine("expected (m): ${expected.request}") + appendLine("actual (m): $messages") + } + ) + } + return loggedCalls[idx++].response + } + + override fun close() {} +} diff --git a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt new file mode 100644 index 0000000..12965cc --- /dev/null +++ b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt @@ -0,0 +1,139 @@ +package de.tuda.stg.securecoder.engine.workflow + +import de.tuda.stg.securecoder.engine.Engine.EngineResult +import de.tuda.stg.securecoder.engine.llm.* +import de.tuda.stg.securecoder.engine.stream.StreamEvent +import de.tuda.stg.securecoder.enricher.PromptEnricher +import de.tuda.stg.securecoder.filesystem.InMemoryFileSystem +import kotlinx.coroutines.runBlocking +import kotlinx.serialization.encodeToString +import kotlinx.serialization.json.Json +import kotlin.test.Test +import java.nio.file.Files +import java.nio.file.Path + +class EngineLlmReplayTests { + private val json = Json { prettyPrint = true; ignoreUnknownKeys = true; encodeDefaults = true } + private val logsPath: Path = Path.of("build", "llm_logs", "log.json") + + @Test + fun generator_collects_real_llm_responses() = runBlocking { + Files.createDirectories(logsPath.parent) + + val prompts = listOf( + "create_project" to "Create a minimal Hello World project with one file Main.java printing Hello", + "edit_project" to "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + ) + + val models = buildList { + val apiKey = System.getenv("API_KEy") ?: "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" + add("OR:llama3.2:latest" to OpenRouterClient(apiKey, "meta-llama/llama-3.2-3b-instruct")) + add("OR:gpt-oss:20b" to OpenRouterClient(apiKey, "openai/gpt-oss-20b")) + //val olBase = System.getenv("OLLAMA_URL") ?: "http://127.0.0.1:11434" + //add("ollama:llama3.2:latest" to OllamaClient("llama3.2:latest", baseUrl = olBase)) + //add("ollama:gpt-oss:20b" to OllamaClient("gpt-oss:20b", baseUrl = olBase)) + } + + val runs = mutableListOf() + for ((modelName, rawClient) in models) { + rawClient.use { base -> + for ((kind, userPrompt) in prompts) { + repeat(15) { idx -> + println("Recording #${idx + 1} for $kind on $modelName") + val logging = LoggingLlmClient(base) + val fs = InMemoryFileSystem() + val initialFiles = when (kind) { + "edit_project" -> mapOf( + "src/Main.java" to """ + public class Main { + public static void main(String[] args) { + System.out.println("Hello"); + } + } + """.trimIndent() + ) + else -> emptyMap() + } + for ((name, content) in initialFiles) fs.upsert(name, content) + + val engine = WorkflowEngine( + enricher = PromptEnricher.PASSTHROUGH, + llmClient = logging, + guardians = emptyList(), + ) + engine.run(userPrompt, fs, onEvent = { /* ignore */ }, context = null) + if (logging.calls.isEmpty()) throw IllegalStateException("No calls recorded!") + runs += LoggedRun( + modelName = modelName, + promptKind = kind, + runIndex = idx, + enginePrompt = userPrompt, + initialFiles = initialFiles, + calls = logging.calls.toList(), + ) + } + } + } + } + val suite = LoggedSuite(runs) + Files.writeString(logsPath, json.encodeToString(suite)) + println("Wrote logs to $logsPath") + } + + @Test + fun replay_test_uses_recorded_responses_and_counts_success() = runBlocking { + if (!Files.exists(logsPath)) { + println("No log file at $logsPath; nothing to replay. Test will be a no-op.") + return@runBlocking + } + val suite = json.decodeFromString(Files.readString(logsPath)) + + data class Group( + val modelName: String, + val promptKind: String, + var total: Int = 0, + var successes: Int = 0, + var parseFails: Int = 0 + ) + + suite.runs + .groupBy { it.modelName to it.promptKind } + .map { (key, runs) -> + val (model, kind) = key + val group = Group(model, kind) + for (run in runs) { + val fs = InMemoryFileSystem() + for ((name, content) in run.initialFiles) fs.upsert(name, content) + + val client = ReplayLlmClient(run.calls) + val engine = WorkflowEngine( + PromptEnricher.PASSTHROUGH, + client, + guardians = emptyList(), + ) + group.total++ + var l = 0 + val result = engine.run(run.enginePrompt, fs, onEvent = { + if (it !is StreamEvent.InvalidLlmOutputWarning) return@run + group.parseFails++ + if (l++ >= 2) { + println("=======ERROR=======") + println("=======ERROR=======") + println("=======ERROR=======") + println(it.parseErrors.joinToString("\n")) + println() + println() + println(it.chatExchange.output) + } + }) + if (result is EngineResult.Success) { + group.successes++ + } + } + group + } + .forEach { + println("Group ${it.modelName} / ${it.promptKind}: replayed runs: ${it.total}, successes: ${it.successes} (${it.parseFails} parse failures)") + } + } +} From 4c70332a2dfc6a57d40c211dcc304752c37ec1d1 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:40:34 +0100 Subject: [PATCH 03/10] blocks -> edit blocks --- .../stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt index 24191a0..741bcae 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt @@ -76,7 +76,7 @@ class EditFilesLlmWrapper( appendLine("It violated the required format.") appendLine("Errors:") messages.forEach { appendLine(it) } - appendLine("Respond again with ONLY blocks that strictly follow the rules. Do NOT include prose, markdown, or explanations.") + appendLine("Respond again with ONLY edit blocks that strictly follow the rules. Do NOT include prose, markdown, or explanations.") appendLine("IMPORTANT: Resend the COMPLETE set of edits you intend to apply from your previous message") } } From 2055fff843c292456d199dd043a053557efcaa62 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:40:52 +0100 Subject: [PATCH 04/10] Move FilesInContextPromptBuilder to file package --- .../engine/{llm => file}/FilesInContextPromptBuilder.kt | 5 ++--- .../stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt | 3 --- 2 files changed, 2 insertions(+), 6 deletions(-) rename engine/src/main/kotlin/de/tuda/stg/securecoder/engine/{llm => file}/FilesInContextPromptBuilder.kt (94%) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/FilesInContextPromptBuilder.kt similarity index 94% rename from engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt rename to engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/FilesInContextPromptBuilder.kt index b3baf65..808cc0b 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/FilesInContextPromptBuilder.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/FilesInContextPromptBuilder.kt @@ -1,8 +1,7 @@ -package de.tuda.stg.securecoder.engine.llm +package de.tuda.stg.securecoder.engine.file import de.tuda.stg.securecoder.filesystem.FileSystem - object FilesInContextPromptBuilder { suspend fun build(files: Iterable, edit: Boolean = false) = buildString { if (files.count() == 0) { @@ -20,4 +19,4 @@ object FilesInContextPromptBuilder { appendLine("<<>>") } } -} +} \ No newline at end of file diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt index 741bcae..c39ad4b 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt @@ -6,9 +6,6 @@ import de.tuda.stg.securecoder.engine.llm.ChatMessage.Role import de.tuda.stg.securecoder.engine.llm.LlmClient import de.tuda.stg.securecoder.filesystem.FileSystem import de.tuda.stg.securecoder.engine.llm.ChatExchange -import kotlinx.coroutines.flow.collect -import kotlinx.coroutines.flow.map -import kotlinx.coroutines.flow.toList import kotlin.collections.plusAssign class EditFilesLlmWrapper( From 4a9860db8f607876eeb5019044c19c34cb709d06 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:48:21 +0100 Subject: [PATCH 05/10] Dont dedupe llm changes --- .../securecoder/engine/file/edit/EditFilesLlmWrapper.kt | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt index c39ad4b..583622c 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/EditFilesLlmWrapper.kt @@ -152,12 +152,7 @@ class EditFilesLlmWrapper( return ParseResult.Err(allErrors) } - val seen = HashSet>() - val deduped = results.filter { sr -> - seen.add(sr.fileName to sr.searchedText.text) - } - - return ParseResult.Ok(Changes(deduped)) + return ParseResult.Ok(Changes(results)) } private fun getTextByXMLTag(container: String, tag: String): String? { From 31d81e8f050016d565545f4c75b1792ce9a9f5dd Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 16:53:34 +0100 Subject: [PATCH 06/10] Basic structured output support --- .../engine/llm/KxJsonSchemaFormat.kt | 82 +++++++++++++++++++ .../stg/securecoder/engine/llm/LlmClient.kt | 14 ++++ .../securecoder/engine/llm/OllamaClient.kt | 74 ++++++++++++----- .../engine/llm/OpenRouterClient.kt | 82 +++++++++++++++---- 4 files changed, 214 insertions(+), 38 deletions(-) create mode 100644 engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt new file mode 100644 index 0000000..cbfed78 --- /dev/null +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt @@ -0,0 +1,82 @@ +package de.tuda.stg.securecoder.engine.llm + +import kotlinx.serialization.ExperimentalSerializationApi +import kotlinx.serialization.KSerializer +import kotlinx.serialization.descriptors.PolymorphicKind +import kotlinx.serialization.descriptors.PrimitiveKind +import kotlinx.serialization.descriptors.SerialDescriptor +import kotlinx.serialization.descriptors.SerialKind +import kotlinx.serialization.descriptors.StructureKind +import kotlinx.serialization.json.JsonArray +import kotlinx.serialization.json.JsonObject +import kotlinx.serialization.json.JsonObjectBuilder +import kotlinx.serialization.json.JsonPrimitive +import kotlinx.serialization.json.buildJsonArray +import kotlinx.serialization.json.buildJsonObject + +@OptIn(ExperimentalSerializationApi::class) +class KxJsonSchemaFormat { + fun format(serializer: KSerializer): JsonObject = + schemaForDescriptor(serializer.descriptor, seen = HashSet()) + + private fun schemaForDescriptor(desc: SerialDescriptor, seen: MutableSet): JsonObject { + val key = desc.serialName + if (!seen.add(key)) { + throw IllegalStateException("Recursive type detected: $key") + } + val jsonType = when (desc.kind) { + PrimitiveKind.BOOLEAN -> type("boolean") + PrimitiveKind.BYTE, PrimitiveKind.SHORT, PrimitiveKind.INT, PrimitiveKind.LONG -> type("integer") + PrimitiveKind.FLOAT, PrimitiveKind.DOUBLE -> type("number") + PrimitiveKind.CHAR, PrimitiveKind.STRING -> type("string") + SerialKind.ENUM -> type("string") { + put("enum", buildJsonArray { + for (i in 0 until desc.elementsCount) { + add(JsonPrimitive(desc.getElementName(i))) + } + }) + } + StructureKind.LIST -> type("array") { + put("items", schemaForDescriptor(desc.getElementDescriptor(0), seen)) + } + StructureKind.MAP -> type("object") { + val keyDesc = desc.getElementDescriptor(0) + if (keyDesc.kind != PrimitiveKind.STRING) { + throw IllegalStateException("Map keys must be strings, but was ${keyDesc.serialName}") + } + put("additionalProperties", schemaForDescriptor(desc.getElementDescriptor(1), seen)) + } + StructureKind.CLASS, StructureKind.OBJECT -> type("object") { + put("properties", buildJsonObject { + for (i in 0 until desc.elementsCount) { + val name = desc.getElementName(i) + val childDesc = desc.getElementDescriptor(i) + put(name, schemaForDescriptor(childDesc, seen)) + } + }) + val required = JsonArray(desc.requiredElements().map { name -> JsonPrimitive(name) }) + if (required.isNotEmpty()) put("required", required) + put("additionalProperties", JsonPrimitive(false)) + } + PolymorphicKind.SEALED, PolymorphicKind.OPEN, SerialKind.CONTEXTUAL + -> throw IllegalStateException("Polymorphic types are not supported") + } + seen.remove(key) + if (desc.isNullable) { + throw IllegalStateException("Nullable types are not supported") + } + return jsonType + } + + private fun type(name: String, builderAction: JsonObjectBuilder.() -> Unit = {}): JsonObject = + buildJsonObject { + put("type", JsonPrimitive(name)) + builderAction() + } + + private fun SerialDescriptor.requiredElements(): List = (0 until elementsCount) + .filter { !isElementOptional(it) } + .map { getElementName(it) } + + private fun JsonArray.isNotEmpty(): Boolean = this.size > 0 +} diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LlmClient.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LlmClient.kt index fb6633b..bed5da9 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LlmClient.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LlmClient.kt @@ -1,13 +1,27 @@ package de.tuda.stg.securecoder.engine.llm +import kotlinx.serialization.KSerializer +import kotlinx.serialization.serializer + interface LlmClient : AutoCloseable { suspend fun chat( messages: List, params: GenerationParams = GenerationParams(), ): String + suspend fun chatStructured( + messages: List, + serializer: KSerializer, + params: GenerationParams = GenerationParams(), + ): T + data class GenerationParams( val temperature: Double? = null, val maxTokens: Int? = null ) } + +suspend inline fun LlmClient.chatStructured( + messages: List, + params: LlmClient.GenerationParams = LlmClient.GenerationParams(), +): T = this.chatStructured(messages, serializer(), params) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt index ca94d65..d6ec443 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt @@ -12,6 +12,7 @@ import io.ktor.serialization.kotlinx.json.* import kotlinx.serialization.SerialName import kotlinx.serialization.Serializable import kotlinx.serialization.SerializationException +import kotlinx.serialization.KSerializer import kotlinx.serialization.json.Json import kotlinx.serialization.json.JsonObject import kotlinx.serialization.json.JsonPrimitive @@ -43,7 +44,8 @@ class OllamaClient( val messages: List, val stream: Boolean = false, val options: JsonObject = buildJsonObject {}, - @SerialName("keep_alive") val keepAlive: String? = null + @SerialName("keep_alive") val keepAlive: String? = null, + val format: JsonObject? = null, ) @Serializable @@ -55,11 +57,8 @@ class OllamaClient( @Serializable private data class OllamaError(val error: String) - override suspend fun chat( - messages: List, - params: GenerationParams - ): String { - val mapped = messages.map { + private fun mapMessages(messages: List): List = + messages.map { val role = when (it.role) { Role.System -> "system" Role.User -> "user" @@ -68,37 +67,72 @@ class OllamaClient( OllamaMsg(role, it.content) } - val options = buildJsonObject { - params.temperature?.let { put("temperature", JsonPrimitive(it)) } - params.maxTokens?.let { put("num_predict", JsonPrimitive(it)) } - } + private fun buildOptions(params: GenerationParams) = buildJsonObject { + params.temperature?.let { put("temperature", JsonPrimitive(it)) } + params.maxTokens?.let { put("num_predict", JsonPrimitive(it)) } + } - val req = OllamaChatRequest( - model = model, - messages = mapped, - options = options, - keepAlive = keepAlive - ) - logger.debug("Sending llm request: {}", req) + private suspend fun performRequest(req: OllamaChatRequest): OllamaChatResponse { + logger.debug("Sending LLM request: {}", req) val resp = http.post(endpoint) { contentType(ContentType.Application.Json) accept(ContentType.Application.Json) setBody(req) } val body = resp.bodyAsText() - logger.debug("Got llm response: {}", body) + logger.debug("Got LLM response: {}", body) if (!resp.status.isSuccess()) { val errorMessage = try { json.decodeFromString(body).error } catch (_: SerializationException) { body.ifBlank { "" } } - throw RuntimeException("Failed to call Ollama got ${resp.status}: ${errorMessage}") + throw RuntimeException("Failed to call Ollama got ${resp.status}: $errorMessage") } - val respObj = json.decodeFromString(body) + return json.decodeFromString(body) + } + + override suspend fun chat( + messages: List, + params: GenerationParams + ): String { + val mapped = mapMessages(messages) + val options = buildOptions(params) + val req = OllamaChatRequest( + model = model, + messages = mapped, + options = options, + keepAlive = keepAlive + ) + val respObj = performRequest(req) return respObj.message.content } + override suspend fun chatStructured( + messages: List, + serializer: KSerializer, + params: GenerationParams + ): T { + val mapped = mapMessages(messages) + val options = buildOptions(params) + + val schema = KxJsonSchemaFormat().format(serializer) + val req = OllamaChatRequest( + model = model, + messages = mapped, + options = options, + keepAlive = keepAlive, + format = schema + ) + val respObj = performRequest(req) + val content = respObj.message.content + return try { + json.decodeFromString(serializer, content) + } catch (e: Exception) { + throw RuntimeException("Failed to decode Ollama structured content. Content: $content", e) + } + } + override fun close() = http.close() } diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OpenRouterClient.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OpenRouterClient.kt index cfa05b5..4149a82 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OpenRouterClient.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OpenRouterClient.kt @@ -15,12 +15,14 @@ import io.ktor.http.HttpHeaders import io.ktor.http.contentType import io.ktor.http.isSuccess import io.ktor.serialization.kotlinx.json.json +import kotlinx.serialization.KSerializer import kotlinx.serialization.SerialName import kotlinx.serialization.Serializable import kotlinx.serialization.json.Json import kotlinx.serialization.SerializationException import kotlinx.serialization.json.JsonObject import kotlinx.serialization.json.buildJsonObject +import kotlinx.serialization.json.put import org.slf4j.LoggerFactory class OpenRouterClient ( @@ -50,7 +52,8 @@ class OpenRouterClient ( val temperature: Double? = null, @SerialName("max_tokens") val maxTokens: Int? = null, val stream: Boolean = false, - val metadata: JsonObject = buildJsonObject {} + val metadata: JsonObject = buildJsonObject {}, + @SerialName("response_format") val responseFormat: JsonObject? = null, ) @Serializable @@ -59,11 +62,8 @@ class OpenRouterClient ( @Serializable private data class OpenRouterChatResponse(val choices: List) - override suspend fun chat( - messages: List, - params: LlmClient.GenerationParams - ): String { - val mapped = messages.map { + private fun mapMessages(messages: List): List = + messages.map { val role = when (it.role) { Role.System -> "system" Role.User -> "user" @@ -72,14 +72,10 @@ class OpenRouterClient ( OpenRouterMessage(role, it.content) } - val req = OpenRouterChatRequest( - model = model, - messages = mapped, - temperature = params.temperature, - maxTokens = params.maxTokens - ) - - logger.debug("Sending llm request: {}", req) + private suspend fun performRequest( + req: OpenRouterChatRequest, + ): OpenRouterChatResponse { + logger.debug("Sending LLM request: {}", req) val resp: HttpResponse = http.post(endpoint) { contentType(ContentType.Application.Json) accept(ContentType.Application.Json) @@ -89,20 +85,70 @@ class OpenRouterClient ( } val body = resp.bodyAsText() + logger.debug("Got LLM response: {}", body) if (!resp.status.isSuccess()) { - error("OpenRouter Error ${resp.status.value}: $body") + val errorMessage = body.ifBlank { "" } + throw RuntimeException("OpenRouter Error ${resp.status.value}: $errorMessage") } - logger.debug("Got llm response: {}", body) - val obj = try { - json.decodeFromString(body) + return try { + json.decodeFromString(body) } catch (e: SerializationException) { val formattedBody = body.ifBlank { "" } throw RuntimeException("Failed to parse OpenRouter response body. Raw body: $formattedBody", e) } + } + + override suspend fun chat( + messages: List, + params: LlmClient.GenerationParams + ): String { + val mapped = mapMessages(messages) + + val req = OpenRouterChatRequest( + model = model, + messages = mapped, + temperature = params.temperature, + maxTokens = params.maxTokens + ) + val obj = performRequest(req) val content = obj.choices.firstOrNull()?.message?.content ?: error("OpenRouter did not return any response choices ") return content } + override suspend fun chatStructured( + messages: List, + serializer: KSerializer, + params: LlmClient.GenerationParams + ): T { + val mapped = mapMessages(messages) + + val schema = KxJsonSchemaFormat().format(serializer) + val responseFormat = buildJsonObject { + put("type", "json_schema") + put("json_schema", buildJsonObject { + put("name", serializer.descriptor.serialName.ifBlank { "securecoder_schema" }) + put("strict", true) + put("schema", schema) + }) + } + + val req = OpenRouterChatRequest( + model = model, + messages = mapped, + temperature = params.temperature, + maxTokens = params.maxTokens, + responseFormat = responseFormat + ) + val obj = performRequest(req) + val content = obj.choices.firstOrNull()?.message?.content + ?: error("OpenRouter did not return any response choices ") + return try { + json.decodeFromString(serializer, content) + } catch (e: Exception) { + throw RuntimeException("Failed to decode OpenRouter structured content into ${'$'}{serializer.descriptor.serialName}. Content: ${'$'}content", e) + } + } + override fun close() = http.close() } \ No newline at end of file From 86bbd19e7d0df5d1bd5d6a3cda9f04133753e8c2 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 19:46:10 +0100 Subject: [PATCH 07/10] Add LLMDescription annotation --- .../securecoder/engine/llm/KxJsonSchemaFormat.kt | 16 ++++++++++++++-- .../stg/securecoder/engine/llm/LLMDescription.kt | 10 ++++++++++ .../stg/securecoder/engine/llm/OllamaClient.kt | 14 ++++---------- 3 files changed, 28 insertions(+), 12 deletions(-) create mode 100644 engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LLMDescription.kt diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt index cbfed78..b71f180 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/KxJsonSchemaFormat.kt @@ -51,7 +51,9 @@ class KxJsonSchemaFormat { for (i in 0 until desc.elementsCount) { val name = desc.getElementName(i) val childDesc = desc.getElementDescriptor(i) - put(name, schemaForDescriptor(childDesc, seen)) + val childSchema = schemaForDescriptor(childDesc, seen) + val propDesc = getDescription(desc.getElementAnnotations(i)) + put(name, if (propDesc != null) addDescription(childSchema, propDesc) else childSchema) } }) val required = JsonArray(desc.requiredElements().map { name -> JsonPrimitive(name) }) @@ -65,7 +67,8 @@ class KxJsonSchemaFormat { if (desc.isNullable) { throw IllegalStateException("Nullable types are not supported") } - return jsonType + val selfDesc = getDescription(desc.annotations) + return if (selfDesc != null) addDescription(jsonType, selfDesc) else jsonType } private fun type(name: String, builderAction: JsonObjectBuilder.() -> Unit = {}): JsonObject = @@ -79,4 +82,13 @@ class KxJsonSchemaFormat { .map { getElementName(it) } private fun JsonArray.isNotEmpty(): Boolean = this.size > 0 + + private fun getDescription(annotations: List): String? = + annotations.filterIsInstance().firstOrNull()?.text + + private fun addDescription(obj: JsonObject, text: String): JsonObject = + buildJsonObject { + obj.forEach { (k, v) -> put(k, v) } + put("description", JsonPrimitive(text)) + } } diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LLMDescription.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LLMDescription.kt new file mode 100644 index 0000000..c52dbed --- /dev/null +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/LLMDescription.kt @@ -0,0 +1,10 @@ +package de.tuda.stg.securecoder.engine.llm + +import kotlinx.serialization.ExperimentalSerializationApi +import kotlinx.serialization.SerialInfo + +@OptIn(ExperimentalSerializationApi::class) +@SerialInfo +@Target(AnnotationTarget.CLASS, AnnotationTarget.PROPERTY) +@Retention(AnnotationRetention.RUNTIME) +annotation class LLMDescription(val text: String) diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt index d6ec443..f81b694 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/llm/OllamaClient.kt @@ -96,13 +96,10 @@ class OllamaClient( messages: List, params: GenerationParams ): String { - val mapped = mapMessages(messages) - val options = buildOptions(params) - val req = OllamaChatRequest( model = model, - messages = mapped, - options = options, + messages = mapMessages(messages), + options = buildOptions(params), keepAlive = keepAlive ) val respObj = performRequest(req) @@ -114,14 +111,11 @@ class OllamaClient( serializer: KSerializer, params: GenerationParams ): T { - val mapped = mapMessages(messages) - val options = buildOptions(params) - val schema = KxJsonSchemaFormat().format(serializer) val req = OllamaChatRequest( model = model, - messages = mapped, - options = options, + messages = mapMessages(messages), + options = buildOptions(params), keepAlive = keepAlive, format = schema ) From d2f179dd269255bb7b6f0ffe5490eec9be85bfb5 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sat, 3 Jan 2026 23:18:05 +0100 Subject: [PATCH 08/10] Add structured output support in logging and replay --- .../engine/llm/LoggingAndReplayClients.kt | 85 ++++++++++++++----- 1 file changed, 65 insertions(+), 20 deletions(-) diff --git a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt index 3978cdc..a189d65 100644 --- a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt +++ b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/llm/LoggingAndReplayClients.kt @@ -1,5 +1,7 @@ package de.tuda.stg.securecoder.engine.llm +import kotlinx.serialization.KSerializer +import kotlinx.serialization.json.Json import java.security.MessageDigest class LoggingLlmClient( @@ -8,21 +10,43 @@ class LoggingLlmClient( private val _calls = mutableListOf() val calls: List get() = _calls - override suspend fun chat( + private fun appendLog( + requestHash: String, messages: List, - params: LlmClient.GenerationParams - ): String { - val hash = computeHash(messages, params) - val response = delegate.chat(messages, params) + params: LlmClient.GenerationParams, + response: String, + ) { _calls += LoggedCall( - requestHash = hash, + requestHash = requestHash, request = messages.toString(), params = params.toString(), response = response, ) + } + + override suspend fun chat( + messages: List, + params: LlmClient.GenerationParams + ): String { + val hash = computeHash(messages, params) + val response = delegate.chat(messages, params) + appendLog(hash, messages, params, response) return response } + override suspend fun chatStructured( + messages: List, + serializer: KSerializer, + params: LlmClient.GenerationParams + ): T { + val hash = computeHash(messages, params) + val result = delegate.chatStructured(messages, serializer, params) + val json = Json { encodeDefaults = true } + val response = json.encodeToString(serializer, result) + appendLog(hash, messages, params, response) + return result + } + override fun close() = delegate.close() companion object Commons { @@ -42,25 +66,46 @@ class ReplayLlmClient( ) : LlmClient { private var idx = 0 - override suspend fun chat( + private fun mismatchError( + expected: LoggedCall, + calculated: String, + messages: List, + ): IllegalStateException = IllegalStateException( + buildString { + appendLine("ReplayLlmClient: input hash mismatch at call #$idx") + appendLine("expected: ${expected.requestHash}") + appendLine("actual: $calculated") + appendLine("expected (m): ${expected.request}") + appendLine("actual (m): $messages") + } + ) + + private fun verifyNext( messages: List, params: LlmClient.GenerationParams - ): String { + ): LoggedCall { if (idx >= loggedCalls.size) error("ReplayLlmClient: no more calls to replay (idx=$idx, size=${loggedCalls.size})") val calculated = LoggingLlmClient.computeHash(messages, params) val expected = loggedCalls[idx] - if (calculated != expected.requestHash) { - throw IllegalStateException( - buildString { - appendLine("ReplayLlmClient: input hash mismatch at call #$idx") - appendLine("expected: ${expected.requestHash}") - appendLine("actual: $calculated") - appendLine("expected (m): ${expected.request}") - appendLine("actual (m): $messages") - } - ) - } - return loggedCalls[idx++].response + if (calculated != expected.requestHash) throw mismatchError(expected, calculated, messages) + idx++ + return expected + } + + override suspend fun chat( + messages: List, + params: LlmClient.GenerationParams + ): String { + return verifyNext(messages, params).response + } + + override suspend fun chatStructured( + messages: List, + serializer: KSerializer, + params: LlmClient.GenerationParams + ): T { + val expected = verifyNext(messages, params) + return Json.decodeFromString(serializer, expected.response) } override fun close() {} From 899397d0868af2d4b78748cef019a5b397d3cb5a Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sun, 4 Jan 2026 16:40:09 +0100 Subject: [PATCH 09/10] Add StructuredEditFilesLlmWrapper --- .../edit/StructuredEditFilesLlmWrapper.kt | 137 ++++++++++++++++++ .../engine/workflow/WorkflowEngine.kt | 6 +- 2 files changed, 140 insertions(+), 3 deletions(-) create mode 100644 engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/StructuredEditFilesLlmWrapper.kt diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/StructuredEditFilesLlmWrapper.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/StructuredEditFilesLlmWrapper.kt new file mode 100644 index 0000000..2f3c58a --- /dev/null +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/file/edit/StructuredEditFilesLlmWrapper.kt @@ -0,0 +1,137 @@ +package de.tuda.stg.securecoder.engine.file.edit + +import de.tuda.stg.securecoder.engine.file.edit.Changes.SearchedText +import de.tuda.stg.securecoder.engine.llm.ChatMessage +import de.tuda.stg.securecoder.engine.llm.ChatMessage.Role +import de.tuda.stg.securecoder.engine.llm.LlmClient +import de.tuda.stg.securecoder.engine.llm.LLMDescription +import de.tuda.stg.securecoder.engine.llm.chatStructured +import de.tuda.stg.securecoder.filesystem.FileSystem +import de.tuda.stg.securecoder.engine.llm.ChatExchange +import kotlinx.serialization.Serializable +import kotlinx.serialization.encodeToString +import kotlinx.serialization.json.Json +import kotlin.collections.plusAssign + +class StructuredEditFilesLlmWrapper( + private val llmClient: LlmClient +) { + //TODO path => **uri** ; EditFilesLlmWrapper should be separate from the filesystem implementation + private val prompt = """ + Your task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer! + + It's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file. + To create a file: search must be empty and replace must contain the entire file content + Each *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc. + Do not use a part of the line as *search* pattern. You must use full lines. + Include enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error. + Do not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language. + Do not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks. + Do not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters. + Do not use the same value for *search* and *REPLACE* parameters, as this will make no changes. + + If you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**. + """.trimIndent() + + + suspend fun chat( + messages: List, + fileSystem: FileSystem, + params: LlmClient.GenerationParams = LlmClient.GenerationParams(), + onParseError: suspend (parseErrors: List, llm: ChatExchange) -> Unit = { _, _ -> }, + attempts: Int = 3 + ): ChatResult { + val messages = messages.toMutableList() + appendPromptToLastSystem(messages) + repeat(attempts) { + val llmInput = messages.toList() + val structured = llmClient.chatStructured(llmInput, params) + messages += ChatMessage(Role.Assistant, Json.encodeToString(structured)) + when (val result = validateAndConvert(structured, fileSystem)) { + is ParseResult.Ok -> return ChatResult(messages, result.value) + is ParseResult.Err -> { + messages += ChatMessage(Role.User, result.buildMessage()) + onParseError(result.messages, ChatExchange(llmInput, messages.last().content)) + } + } + } + return ChatResult(messages, null) + } + + data class ChatResult(val messages: List, val changes: Changes?) { + fun changesMessage() = messages.last { it.role == Role.Assistant } + } + + sealed interface ParseResult { + data class Ok(val value: Changes) : ParseResult + data class Err(val messages: List) : ParseResult { + fun buildMessage() = buildString { + appendLine("Your previous output could not be applied.") + appendLine("It violated the required format.") + appendLine("Errors:") + messages.forEach { appendLine(it) } + appendLine("Respond again with ONLY edit blocks that strictly follow the rules. Do NOT include prose, markdown, or explanations.") + appendLine("IMPORTANT: Resend the COMPLETE set of edits you intend to apply from your previous message") + } + } + } + + private suspend fun validateAndConvert(structured: StructuredEdits, fileSystem: FileSystem): ParseResult { + val results = mutableListOf() + val allErrors = mutableListOf() + if (structured.edits.isEmpty()) { + allErrors += "No edits provided. Provide at least one edit block." + return ParseResult.Err(allErrors) + } + for (e in structured.edits) { + val file = e.filePath.trim() + val searchPart = e.search + val replacePart = e.replace + if (file.isEmpty()) { + allErrors += "`filePath` should not be empty" + continue + } + if (searchPart == replacePart) { + allErrors += "`search` and `replace` parameters are the same" + continue + } + val replace = Changes.SearchReplace(file, SearchedText(searchPart), replacePart) + val content = fileSystem.getFile(file)?.content() + val match = ApplyChanges.match(content, replace.searchedText) + if (match is Matcher.MatchResult.Error) { + allErrors += ApplyChanges.buildErrorMessage(file, searchPart, match) + continue + } + results += replace + } + if (results.isEmpty()) return ParseResult.Err(allErrors) + return ParseResult.Ok(Changes(results)) + } + + private fun appendPromptToLastSystem(messages: MutableList) { + val lastSystemIndex = messages.indexOfLast { it.role == Role.System } + if (lastSystemIndex >= 0) { + val existing = messages[lastSystemIndex] + val combined = "${existing.content}\n\n$prompt\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations." + messages[lastSystemIndex] = ChatMessage(Role.System, combined) + } else { + messages += ChatMessage(Role.System, "$prompt\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.") + } + } + + @Serializable + data class StructuredEdits( + @LLMDescription("List of edit operations to apply") + val edits: List + ) + + @Serializable + data class EditOperation( + @LLMDescription("The full **uri** of the file that will be modified") + val filePath: String, + @LLMDescription("A continuous, yet concise block of lines to search for in the existing source code (*search* pattern). If this section is empty, the lines from `replace` will be added to the end of the file.") + val search: String, + @LLMDescription("The lines to replace the existing code found using `search`. If this section is empty, the lines specified in `search` will be removed.") + val replace: String, + ) +} diff --git a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/workflow/WorkflowEngine.kt b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/workflow/WorkflowEngine.kt index 668108c..cd333ac 100644 --- a/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/workflow/WorkflowEngine.kt +++ b/engine/src/main/kotlin/de/tuda/stg/securecoder/engine/workflow/WorkflowEngine.kt @@ -5,8 +5,8 @@ import de.tuda.stg.securecoder.engine.Engine.Context import de.tuda.stg.securecoder.engine.Engine.EngineResult import de.tuda.stg.securecoder.engine.llm.ChatMessage import de.tuda.stg.securecoder.engine.llm.ChatMessage.Role -import de.tuda.stg.securecoder.engine.file.edit.EditFilesLlmWrapper -import de.tuda.stg.securecoder.engine.llm.FilesInContextPromptBuilder +import de.tuda.stg.securecoder.engine.file.FilesInContextPromptBuilder +import de.tuda.stg.securecoder.engine.file.edit.StructuredEditFilesLlmWrapper import de.tuda.stg.securecoder.engine.llm.LlmClient import de.tuda.stg.securecoder.engine.stream.StreamEvent import de.tuda.stg.securecoder.engine.stream.ProposalId @@ -23,7 +23,7 @@ class WorkflowEngine ( private val parseChangesAttempts: Int = 5, ) : Engine { private val promptEnrichRunner = PromptEnrichRunner(enricher) - private val editFiles = EditFilesLlmWrapper(llmClient) + private val editFiles = StructuredEditFilesLlmWrapper(llmClient) private val guardianExecutor = GuardianExecutor(guardians) override suspend fun run( From ab87add631dbbf4d70d62d617b61aa63b468fe54 Mon Sep 17 00:00:00 2001 From: David Scandurra <31861387+SplotyCode@users.noreply.github.com> Date: Sun, 4 Jan 2026 16:59:18 +0100 Subject: [PATCH 10/10] Add replay test in ci --- engine/build.gradle.kts | 3 + .../engine/workflow/EngineLlmReplayTests.kt | 48 +- engine/src/test/resources/llm_output.json | 964 ++++++++++++++++++ 3 files changed, 991 insertions(+), 24 deletions(-) create mode 100644 engine/src/test/resources/llm_output.json diff --git a/engine/build.gradle.kts b/engine/build.gradle.kts index daf8cf1..0b4efbb 100644 --- a/engine/build.gradle.kts +++ b/engine/build.gradle.kts @@ -9,4 +9,7 @@ dependencies { implementation(libs.ktor.client.java) implementation(libs.ktor.client.content.negotiation) implementation(libs.ktor.serialization.json) + testImplementation(kotlin("test")) + testImplementation(libs.kotlinx.serialization.json) + testImplementation(libs.kotlinx.coroutines.core) } diff --git a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt index 12965cc..7489106 100644 --- a/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt +++ b/engine/src/test/kotlin/de/tuda/stg/securecoder/engine/workflow/EngineLlmReplayTests.kt @@ -6,18 +6,25 @@ import de.tuda.stg.securecoder.engine.stream.StreamEvent import de.tuda.stg.securecoder.enricher.PromptEnricher import de.tuda.stg.securecoder.filesystem.InMemoryFileSystem import kotlinx.coroutines.runBlocking +import kotlinx.serialization.ExperimentalSerializationApi import kotlinx.serialization.encodeToString import kotlinx.serialization.json.Json +import kotlinx.serialization.json.decodeFromStream import kotlin.test.Test import java.nio.file.Files import java.nio.file.Path +import kotlin.test.Ignore +import kotlin.test.assertIs +import kotlin.test.assertTrue class EngineLlmReplayTests { private val json = Json { prettyPrint = true; ignoreUnknownKeys = true; encodeDefaults = true } - private val logsPath: Path = Path.of("build", "llm_logs", "log.json") + private val resourceName = "llm_output.json" @Test + @Ignore fun generator_collects_real_llm_responses() = runBlocking { + val logsPath: Path = Path.of("src", "test", "resources", resourceName) Files.createDirectories(logsPath.parent) val prompts = listOf( @@ -27,11 +34,11 @@ class EngineLlmReplayTests { val models = buildList { val apiKey = System.getenv("API_KEy") ?: "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" - add("OR:llama3.2:latest" to OpenRouterClient(apiKey, "meta-llama/llama-3.2-3b-instruct")) - add("OR:gpt-oss:20b" to OpenRouterClient(apiKey, "openai/gpt-oss-20b")) - //val olBase = System.getenv("OLLAMA_URL") ?: "http://127.0.0.1:11434" - //add("ollama:llama3.2:latest" to OllamaClient("llama3.2:latest", baseUrl = olBase)) - //add("ollama:gpt-oss:20b" to OllamaClient("gpt-oss:20b", baseUrl = olBase)) + //add("OR:llama3.2:latest" to OpenRouterClient(apiKey, "meta-llama/llama-3.2-3b-instruct")) + //add("OR:gpt-oss:20b" to OpenRouterClient(apiKey, "openai/gpt-oss-20b")) + val olBase = System.getenv("OLLAMA_URL") ?: "http://127.0.0.1:11434" + add("ollama:llama3.2:latest" to OllamaClient("llama3.2:latest", baseUrl = olBase)) + add("ollama:gpt-oss:20b" to OllamaClient("gpt-oss:20b", baseUrl = olBase)) } val runs = mutableListOf() @@ -81,12 +88,11 @@ class EngineLlmReplayTests { } @Test - fun replay_test_uses_recorded_responses_and_counts_success() = runBlocking { - if (!Files.exists(logsPath)) { - println("No log file at $logsPath; nothing to replay. Test will be a no-op.") - return@runBlocking - } - val suite = json.decodeFromString(Files.readString(logsPath)) + @OptIn(ExperimentalSerializationApi::class) + fun test_replay() = runBlocking { + val resourceStream = this@EngineLlmReplayTests::class.java.classLoader.getResourceAsStream(resourceName) + ?: throw IllegalStateException("No $resourceName on classpath") + val suite: LoggedSuite = resourceStream.use { json.decodeFromStream(it) } data class Group( val modelName: String, @@ -95,7 +101,7 @@ class EngineLlmReplayTests { var successes: Int = 0, var parseFails: Int = 0 ) - + assertTrue(suite.runs.isNotEmpty()) suite.runs .groupBy { it.modelName to it.promptKind } .map { (key, runs) -> @@ -112,28 +118,22 @@ class EngineLlmReplayTests { guardians = emptyList(), ) group.total++ - var l = 0 val result = engine.run(run.enginePrompt, fs, onEvent = { if (it !is StreamEvent.InvalidLlmOutputWarning) return@run group.parseFails++ - if (l++ >= 2) { - println("=======ERROR=======") - println("=======ERROR=======") - println("=======ERROR=======") - println(it.parseErrors.joinToString("\n")) - println() - println() - println(it.chatExchange.output) - } + //println(it.parseErrors.joinToString("\n")) + //println(it.chatExchange.output) }) if (result is EngineResult.Success) { group.successes++ } + assertIs(result) } group } .forEach { - println("Group ${it.modelName} / ${it.promptKind}: replayed runs: ${it.total}, successes: ${it.successes} (${it.parseFails} parse failures)") + assertTrue(it.parseFails <= (1.5 * suite.runs.size)) + //println("Group ${it.modelName} / ${it.promptKind}: replayed runs: ${it.total}, successes: ${it.successes} (${it.parseFails} parse failures)") } } } diff --git a/engine/src/test/resources/llm_output.json b/engine/src/test/resources/llm_output.json new file mode 100644 index 0000000..551e55f --- /dev/null +++ b/engine/src/test/resources/llm_output.json @@ -0,0 +1,964 @@ +{ + "runs": [ + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 0, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\npublic static void main(String[] args) {\\n\\tSystem.out.println(\\\"Hello\\\");\\n}}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 1, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 2, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 3, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 4, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\n\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 5, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\npublic static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 6, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 7, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 8, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\"},{\"filePath\":\"Main.java\",\"search\":\"\\\\w+\\\\s+main\\\\s*\\\\(\",\"replace\":\"public static void main(String[] args) { println(\\\"Hello\\\"); }\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 9, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\"},{\"filePath\":\"Main.java\",\"search\":\"\\\\s*public\\\\s*class\\\\s+\",\"replace\":\"public class Hello {\\n\"},{\"filePath\":\"Main.java\",\"search\":\"\\\\s*Main\\\\s*\\\\{\",\"replace\":\"Hello {\\n\"},{\"filePath\":\"Main.java\",\"search\":\"\\\\s*System\\\\.out\\\\.println\\\\(\\\\)\",\"replace\":\"System.out.println(\\\"Hello\\\\);\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 10, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\t\\n\\tSystem.out.println(\\\"Hello\\\");\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 11, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 12, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\npublic static void main(String[] args) {\\nSystem.out.println(\\\"Hello\\\");\\n}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 13, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\npublic static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n}}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "create_project", + "runIndex": 14, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 0, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\\n\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"import java.util.Scanner;\\npublic class Main {\\n public static void main(String[] args) {\\n String name = \\\"John\\\";\\n System.out.println(Utils.greet(name));\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 1, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"import java.util.function.Function;\\n\\npublic class Utils {\\n public static Function greet(String name) {\\n return () -> \\\"Hello, \\\" + name + \\\"!\\\";\\\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 2, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\\n}\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"System\\\\.out\\\\.println\\\\(\\\"Hello\\\\\\\")\",\"replace\":\"System.out.println(\\\"Hello, \"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 3, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\npublic static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n}\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public\\\\s+static\\\\s+void\\\\s+main\\\\(String\\\\s+\\\\[args\\\\]\\\\s+)\\\\s*\\\\{\\\\s*System\\\\.out\\\\.println\\\\(\\\"Hello\\\"\\\\);\\\\s*}\\\\s*;\",\"replace\":\"public class Main {\\npublic static void main(String[] args) {\\n System.out.println(Utils.greet(args[0]));\\n}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 4, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\\t\\n\\tpublic static String greet(String name) {\\n\\t\\treturn \\\"Hello, \\\\\\\" + name + \\\"!\\\\\\\"; \\n\\t}\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 5, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name;\\n }\\n}\\n\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"System\\\\.out\\\\..*print\\\\(.*?\\\\);\\\\s*\\\\{\",\"replace\":\"System.out.println(greet(\\\"Main\\\"));\\\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 6, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 7, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"import org.example.Utils;\\n\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"System\\\\.out\\\\.println\\\\(\\\"Hello\\\\\\\")\",\"replace\":\"Utils\\\\.greet(\\\"World\\\")\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 8, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"import java.util.function Consumable;\\n\\npublic class Utils {\\n public static void greet(String name) {\\n System.out.println(\\\"Hello, \\\\\\\"+name\\\\'\\\");\\n }\\n}\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"import java.util.function Consumable;\\n\\npublic class Main {\\n public static void main(String[] args) {\\n Utils.greet(\\\"World\\\");\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 9, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\npublic static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n}\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"\\\\s*public\\\\s*static\\\\s*v\\\\s*main\\\\s*(\\\\(\\\\s*[\\\\s\\\\S]*\\\\)\\\\s*)\\\\s*\\\\{\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(Utils.greet(args[0]));\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 10, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\npublic static String greet(String name) {\\nreturn \\\"Hello, \\\\\\\" + name + '\\\\\\\"';\\n}\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"System\\\\.out\\\\.println\\\\(\\\"(.*?)\\\\\\\")\",\"replace\":\"System.out.println(Utils.greet($1));\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 11, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"#import java.util.functionConsumer;\\n\\npublic class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"},{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"import java.util.functionConsumer;\\n\\npublic class Utils {\\n public static void greet(String name) {\\n System.out.println(\\\"Hello, \\\"+name+\\\"!\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 12, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {.*}.*public static void main\\\\(String\\\\[.*\\\\]\\\\)\",\"replace\":\"public class Main {\\n\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello, how are you?\\\");\\n Utils.greet(\\\"John\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 13, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Main.java\",\"search\":\"\",\"replace\":\"import com.example.Utils;\\n\\npublic class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"},{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name;\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:llama3.2:latest", + "promptKind": "edit_project", + "runIndex": 14, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n\\t\\n\\tpublic static void main(String[] args) {\\n\\tSystem.out.println(\\\"Hello\\\");\\n\\t}\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main\",\"replace\":\"import com.example.Utils;\\n\\npublic class Main {\\n\\tpublic static void main(String[] args) {\\n\\t\\tUtils.greet(\\\"World\\\");\\n\\t}\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 0, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 1, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 2, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 3, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 4, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 5, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 6, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 7, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 8, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 9, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 10, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 11, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 12, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 13, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "create_project", + "runIndex": 14, + "enginePrompt": "Create a minimal Hello World project with one file Main.java printing Hello", + "initialFiles": {}, + "calls": [ + { + "requestHash": "4508dfa643243496f170abe59fee1b9679a7ad1ad6d5d4efd62a0429a56b861b", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Create a minimal Hello World project with one file Main.java printing Hello), ChatMessage(role=User, content=You have no files in the context.\nIf you saw files they are only part of the prompt and dont exists yet!\nYou may create new files (keep in mind that searched text needs to be empty in this case!)\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"Main.java\",\"search\":\"\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 0, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\" System.out.println(\\\"Hello\\\");\",\"replace\":\" System.out.println(Utils.greet(\\\"World\\\"));\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 1, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\" System.out.println(\\\"Hello\\\");\",\"replace\":\" System.out.println(Utils.greet(\\\"World\\\"));\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 2, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(Utils.greet(\\\"Alice\\\"));\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 3, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello \\\" + name;\\n }\\n}\\n\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\\n\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n String name = args.length > 0 ? args[0] : \\\"World\\\";\\n System.out.println(Utils.greet(name));\\n }\\n}\\n\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 4, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. 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Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(Utils.greet(\\\"World\\\"));\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 5, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. 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The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. 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The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\" System.out.println(\\\"Hello\\\");\",\"replace\":\" System.out.println(Utils.greet(\\\"World\\\"));\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 8, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name;\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(Utils.greet(\\\"World\\\"));\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 9, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. 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The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(\\\"Hello\\\");\\n }\\n}\",\"replace\":\"public class Main {\\n public static void main(String[] args) {\\n System.out.println(Utils.greet(\\\"World\\\"));\\n }\\n}\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 11, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. Do not include explanations.), ChatMessage(role=User, content=Modify the project to add a Utils.java with a function greet(name) and use it in Main.java), ChatMessage(role=User, content=The following files are in the context:\n<<>>public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}<<>>\n)]", + "params": "GenerationParams(temperature=null, maxTokens=null)", + "response": "{\"edits\":[{\"filePath\":\"src/Utils.java\",\"search\":\"\",\"replace\":\"public class Utils {\\n public static String greet(String name) {\\n return \\\"Hello, \\\" + name + \\\"!\\\";\\n }\\n}\"},{\"filePath\":\"src/Main.java\",\"search\":\" System.out.println(\\\"Hello\\\");\",\"replace\":\" System.out.println(Utils.greet(\\\"World\\\"));\"}]}" + } + ] + }, + { + "modelName": "ollama:gpt-oss:20b", + "promptKind": "edit_project", + "runIndex": 12, + "enginePrompt": "Modify the project to add a Utils.java with a function greet(name) and use it in Main.java", + "initialFiles": { + "src/Main.java": "public class Main {\n public static void main(String[] args) {\n System.out.println(\"Hello\");\n }\n}" + }, + "calls": [ + { + "requestHash": "720d4441caf38ea977c388a727df96d22d275e6426d8b54676cd3ae4c587cd66", + "request": "[ChatMessage(role=System, content=You are a Security Engineering Agent mainly for writing secure code\n\nYour task it is to produce code. The agent will just parse the code you produce. So dont do a extensive review in your final answer!\n\nIt's acceptable to add multiple *search/REPLACE* sections if you need to change multiple parts of the file.\nTo create a file: search must be empty and replace must contain the entire file content\nEach *search* pattern must match the existing source code exactly once, line for line, character for character, including all comments, docstrings, etc.\nDo not use a part of the line as *search* pattern. You must use full lines.\nInclude enough lines to make code inside *search* pattern uniquely identifiable. A *search* pattern that produces multiple matches in the source code will be rejected as an error.\nDo not add backslashes to escape special characters. Write the code exactly as it should appear in the intended programming language.\nDo not use git diff style (+ and - at the beginning of the line) for *search/REPLACE* blocks.\nDo not use line numbers in *search/REPLACE* blocks. Do not enclose the *search/REPLACE* block or any of its components in triple quotes. Use only tags to separate the parameters.\nDo not use the same value for *search* and *REPLACE* parameters, as this will make no changes.\n\nIf you need to edit a file again after making changes, use the latest version of the code that includes all your modifications applied during **current session**.\n\nRespond ONLY with a JSON object that matches the provided schema. 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