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|---|---|---|
| @@ -1,5 +1,5 @@ | ||
| # Gradle Releases -> https://github.com/gradle/gradle/releases | ||
| libraryGroup = com.simiacryptus.skyenet | ||
| libraryVersion = 1.2.7 | ||
| libraryVersion = 1.2.8 | ||
| gradleVersion = 7.6.1 | ||
| kotlin.daemon.jvmargs=-Xmx4g |
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webui/src/main/kotlin/com/simiacryptus/skyenet/apps/parsers/CodeParsingModel.kt
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| package com.simiacryptus.skyenet.apps.parsers | ||
|
|
||
| import com.simiacryptus.jopenai.API | ||
| import com.simiacryptus.jopenai.describe.Description | ||
| import com.simiacryptus.jopenai.models.ChatModels | ||
| import com.simiacryptus.skyenet.core.actors.ParsedActor | ||
|
|
||
| open class CodeParsingModel( | ||
| private val parsingModel: ChatModels, | ||
| private val temperature: Double | ||
| ) : ParsingModel { | ||
|
|
||
| override fun merge( | ||
| runningDocument: ParsingModel.DocumentData, | ||
| newData: ParsingModel.DocumentData | ||
| ): ParsingModel.DocumentData { | ||
| val runningDocument = runningDocument as CodeData | ||
| val newData = newData as CodeData | ||
| return CodeData( | ||
| id = newData.id ?: runningDocument.id, | ||
| content = mergeContent(runningDocument.content, newData.content).takeIf { it.isNotEmpty() }, | ||
| entities = mergeEntities(runningDocument.entities, newData.entities).takeIf { it.isNotEmpty() }, | ||
| metadata = mergeMetadata(runningDocument.metadata, newData.metadata) | ||
| ) | ||
| } | ||
|
|
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| protected open fun mergeMetadata(existing: CodeMetadata?, new: CodeMetadata?): CodeMetadata { | ||
| return CodeMetadata( | ||
| language = new?.language ?: existing?.language, | ||
| libraries = ((existing?.libraries ?: emptyList()) + (new?.libraries ?: emptyList())).distinct(), | ||
| properties = ((existing?.properties ?: emptyMap()) + (new?.properties ?: emptyMap())).takeIf { it.isNotEmpty() } | ||
| ) | ||
| } | ||
|
|
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| protected open fun mergeContent( | ||
| existingContent: List<CodeContent>?, | ||
| newContent: List<CodeContent>? | ||
| ): List<CodeContent> { | ||
| val mergedContent = (existingContent ?: emptyList()).toMutableList() | ||
| (newContent ?: emptyList()).forEach { newItem -> | ||
| val existingIndex = mergedContent.indexOfFirst { it.type == newItem.type && it.text?.trim() == newItem.text?.trim() } | ||
| if (existingIndex != -1) { | ||
| mergedContent[existingIndex] = mergeContentData(mergedContent[existingIndex], newItem) | ||
| } else { | ||
| mergedContent.add(newItem) | ||
| } | ||
| } | ||
| return mergedContent | ||
| } | ||
|
|
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| protected open fun mergeContentData(existing: CodeContent, new: CodeContent) = existing.copy( | ||
| content = mergeContent(existing.content, new.content).takeIf { it.isNotEmpty() }, | ||
| entities = ((existing.entities ?: emptyList()) + (new.entities ?: emptyList())).distinct() | ||
| .takeIf { it.isNotEmpty() }, | ||
| tags = ((existing.tags ?: emptyList()) + (new.tags ?: emptyList())).distinct().takeIf { it.isNotEmpty() } | ||
| ) | ||
|
|
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| protected open fun mergeEntities( | ||
| existingEntities: Map<String, CodeEntity>?, | ||
| newEntities: Map<String, CodeEntity>? | ||
| ) = ((existingEntities?.keys ?: emptySet()) + (newEntities?.keys ?: emptySet())).associateWith { key -> | ||
| val existing = existingEntities?.get(key) | ||
| val new = newEntities?.get(key) | ||
| when { | ||
| existing == null -> new!! | ||
| new == null -> existing | ||
| else -> mergeEntityData(existing, new) | ||
| } | ||
| } | ||
|
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| protected open fun mergeEntityData(existing: CodeEntity, new: CodeEntity) = existing.copy( | ||
| aliases = ((existing.aliases ?: emptyList()) + (new.aliases ?: emptyList())).distinct() | ||
| .takeIf { it.isNotEmpty() }, | ||
| properties = ((existing.properties ?: emptyMap()) + (new.properties ?: emptyMap())).takeIf { it.isNotEmpty() }, | ||
| relations = ((existing.relations ?: emptyMap()) + (new.relations ?: emptyMap())).takeIf { it.isNotEmpty() }, | ||
| type = new.type ?: existing.type | ||
| ) | ||
|
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| open val promptSuffix = """ | ||
| Parse the code into a structured format that describes its components: | ||
| 1. Identify functions, classes, and other code structures. | ||
| 2. Extract comments and document them with their associated code. | ||
| 3. Capture any dependencies or libraries used in the code. | ||
| 4. Extract metadata such as programming language and version if available. | ||
| 5. Assign relevant tags to each code section to improve searchability and categorization. | ||
| 6. Do not copy data from the accumulated code JSON to your response; it is provided for context only. | ||
| """.trimMargin() | ||
|
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| open val exampleInstance = CodeData() | ||
|
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| override fun getParser(api: API): (String) -> CodeData { | ||
| val parser = ParsedActor( | ||
| resultClass = CodeData::class.java, | ||
| exampleInstance = exampleInstance, | ||
| prompt = "", | ||
| parsingModel = parsingModel, | ||
| temperature = temperature | ||
| ).getParser( | ||
| api, promptSuffix = promptSuffix | ||
| ) | ||
| return { text -> parser.apply(text) } | ||
| } | ||
|
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| override fun newDocument() = CodeData() | ||
|
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| data class CodeData( | ||
| @Description("Code identifier") override val id: String? = null, | ||
| @Description("Entities extracted") val entities: Map<String, CodeEntity>? = null, | ||
| @Description("Hierarchical structure and data") override val content: List<CodeContent>? = null, | ||
| @Description("Code metadata") override val metadata: CodeMetadata? = null | ||
| ) : ParsingModel.DocumentData | ||
|
|
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| data class CodeEntity( | ||
| @Description("Aliases for the entity") val aliases: List<String>? = null, | ||
| @Description("Entity attributes extracted from the code") val properties: Map<String, Any>? = null, | ||
| @Description("Entity relationships extracted from the code") val relations: Map<String, String>? = null, | ||
| @Description("Entity type (e.g., function, class, variable)") val type: String? = null | ||
| ) | ||
|
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| data class CodeContent( | ||
| @Description("Content type, e.g. function, class, comment") override val type: String = "", | ||
| @Description("Brief, self-contained text either copied, paraphrased, or summarized") override val text: String? = null, | ||
| @Description("Sub-elements") override val content: List<CodeContent>? = null, | ||
| @Description("Related entities by ID") val entities: List<String>? = null, | ||
| @Description("Tags - related topics and non-entity indexing") override val tags: List<String>? = null | ||
| ) : ParsingModel.ContentData | ||
|
|
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| data class CodeMetadata( | ||
| @Description("Programming language") val language: String? = null, | ||
| @Description("Libraries or dependencies associated with the code") val libraries: List<String>? = null, | ||
| @Description("Other metadata") val properties: Map<String, Any>? = null, | ||
| ) : ParsingModel.DocumentMetadata | ||
|
|
||
| companion object { | ||
| val log = org.slf4j.LoggerFactory.getLogger(CodeParsingModel::class.java) | ||
| } | ||
| } |
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