diff --git a/.gitignore b/.gitignore index a111d00e..a0747dfc 100644 --- a/.gitignore +++ b/.gitignore @@ -32,4 +32,5 @@ ask.py into-one.sh skeleton/ .DS_Store -node_modules \ No newline at end of file +node_modules +code_embeddings.db \ No newline at end of file diff --git a/code_embedder.ts b/code_embedder.ts index d56e13ba..d4796f89 100644 --- a/code_embedder.ts +++ b/code_embedder.ts @@ -5,6 +5,15 @@ import path from "node:path"; import { z } from "zod"; import { OpenAI } from "openai"; import { createClient } from "@libsql/client"; +import { + encode, + encodeChat, + decode, + isWithinTokenLimit, + encodeGenerator, + decodeGenerator, + decodeAsyncGenerator, +} from "gpt-tokenizer"; // configuration const DB_PATH = "file:code_embeddings.db"; @@ -28,7 +37,8 @@ await db.execute( checksum TEXT NOT NULL, embedding F32_BLOB(${EMBEDDING_DIMENSION}) NOT NULL, last_updated TIMESTAMP DEFAULT CURRENT_TIMESTAMP - )`, + ); + CREATE INDEX IF NOT EXISTS file_embeddings_idx ON file_embeddings (libsql_vector_idx(embedding));`, ); const getChecksum = (filePath: string): string => { @@ -38,9 +48,14 @@ const getChecksum = (filePath: string): string => { }; const getEmbedding = async (content: string): Promise => { + const token_limit = 8000; + let c = content; + while (!isWithinTokenLimit(c, token_limit)) { + c = c.slice(0, c.length - 100); + } const { data } = await openai.embeddings.create({ model: OPENAI_MODEL, - input: content, + input: c, encoding_format: "float", }); return data[0].embedding as unknown as number[]; @@ -84,9 +99,12 @@ const processFile = async (filePath: string) => { const embedding = await getEmbedding(content); + // await db.execute( + // `INSERT INTO file_embeddings (file_path, checksum, embedding) VALUES ('${filePath}', '${checksum}', vector32('[${embedding.join(",")}]'))`, + // ); await db.execute( "INSERT INTO file_embeddings (file_path, checksum, embedding) VALUES (?, ?, ?)", - [filePath, checksum, embedding], + [filePath, checksum, new Uint8Array(embedding)], ); }; diff --git a/get_skeleton.ts b/get_skeleton.ts new file mode 100644 index 00000000..b7648d42 --- /dev/null +++ b/get_skeleton.ts @@ -0,0 +1,417 @@ +import fs from "node:fs/promises"; +import path from "node:path"; +import { config } from "dotenv"; +import OpenAI from "openai"; +import pLimit from "p-limit"; + +config(); + +const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY }); + +const getSkeleton = async (header: string, source: string): Promise => { + const response = await client.responses.create({ + model: "gpt-4.1", + instructions: `You will receive the code of a header and source file. Add Doxygen annotations to it. + +Use the documentation and source files to understand what every class, member, method and function does. Add detailed explanations for everything in the annotations. + +- Prefix everything you add with "[AI]" so that we can validate it later +- If there are already comment or annotations, add them to your annotations. +- Ignore the cpp and reference files. They only there for you to give you some context for the annotations. +- Don't add generic annotations that are not helpful. For example, if the function is getPosition, don't add an annotation like "Gets the position" +- If you encounter a class/method or member that is unknown (e.g. m_unk0x10, FUN_10001510 etc.) and you know what it is or does, add a "[AI_SUGGESTED_NAME: ]" in the annotations to it. +- Only return the annotated header file, nothing else. Do NOT return the source file. Do NOT put it into a \`\`\` markdown code block. + +I will now give you a rough documentation of the codebase to use as a reference: + +# Documentation + +This codebase is a decompilation of the 1997 game LEGO Island and implements the game's rendering, user input, game logic, and resource management. It uses a combination of custom C++ classes and the Microsoft DirectX 5 API for 3D graphics and sound. + +## Terminology and Core Concepts: +* **Script**: SI File (it appears they wanted to use SI much more as actual scripts, but ended up hard-coding almost everything) +* **ROI (Real-time Object Instance):** The base class for any object that can be placed in the 3D world. It handles visibility, world bounding volumes (bounding box and sphere), intrinsic importance (for LOD), and contains a list of LOD objects. +* **Mx (Mindscape):** Prefix for general utility classes provided by Mindscape, the game developer, like \`MxString\`, \`MxMatrix\`, \`MxList\`, etc. +* **Omni:** Name of the engine. + +## Basic Architecture: + +The code follows a component-based architecture, with separate modules for rendering, input, game logic, and resource management. The \`LegoOmni\` class acts as the central hub, coordinating the different subsystems. + +The code uses a combination of event-driven programming (for input and notifications) and a tick-based update loop (for game logic and animation). It makes heavy use of the retained mode features of Direct3DRM for scene management. + +## Core Concepts + +### Tickling + +MxCore objects can be registered to be tickled by the MxTickleManager. This is used to update them in a set interval. This is used for loading the next frame of a video, update 3D sound positions and more. + +## Classes + +### MxAtom +Key (string) / Value (U16) pair. + +Inc() +Dec() + +### MxAtomId +String with lookup method (upper case/lower case/exact). Used for IDs. + +MxOmni holds an AtomSet that contains MxAtoms for every MxAtomId created + a counter of how many instances exists (purpose unclear). + +### MxString +Typical string class with utility functions. + +### MxCore +Virtual base class. + +Tickle() +Notify(MyParam) +GetId() +ClassName() + +IsA() +Checks ALL parents. + +### MxTickleManager : MxCore +Holds a list of MxTickleClient*. Goes though them on Tickle() and calls Tickle() if interval time has passed. + +### MxTickleClient +Holds a MxCore*, Interval, LastUpdateTime and Flags (only used for TICKLE_MANAGER_FLAG_DESTROY?). + +### IsleApp +Main class and the entry point of the game. + +### MxOmni + +#### Start(MxDSAction*) + + +### MxDSObject : MxCore +Base Object for extracted objects from SI files. + +Adds AtomId, ObjectId, Type, Flags, ObjectName and SourceName as well as a Deserialize method. + +Deserializes SourceName and ObjectName. It also saves the flags provided as a param. + +Also provides DeserializeDSObjectDispatch which deserializes an MxOb chunk into the corresponding MxDSObject child. + +### MxDSAction : MxDSObject +Deserializes Flags (ignores param), StartTime, Duration, LoopCount, Location (Vec3), Direction (Vec3) and Up (Vec3). + +Also if extra is available it appends it to ExtraData. + +### MxDSMediaAction : MxDSAction +Deserializes MediaSrcPath, two U32 into an unknown struct, FramesPerSecond, MediaFormat, PaletteManagement, SustainTime. + +### MxDSMultiAction : MxDSAction +Deserializes multiple chunks? into MxDSActions using DeserializeDSObjectDispatch + +### MxDSParallelAction : MxDSMultiAction +Just a rename from MxDSMultiAction. + +### MxDSSelectAction : MxDSParallelAction +Deserializes Unknown0x9c, checks if it starts with "RANDOM_" and if so, parses the number after "RANDOM_", gets a number from 0 to number. If not reads a string and saves it in the VariableTable. + +Then reads a list of strings (presumably numbers) into a list. Then reads the same number of chunks into objects (Actions), chooses nth one where N is the index of the string that equals to the random number. + +### MxDSSound : MxDSMediaAction +Deserializes a volume. + +### MxDSObjectAction : MxDSMediaAction +Adds nothing. + +### MxVariableTable : MxHashTable +MxOmni holds a VariableTable that is just a key/value store string/string. + +### MxPresenter : MxCore +Abstract base class for all presenters. Separates the tickle down to ReadyTickle(), StartingTickle(), StreamingTickle(), RepeatingTickle(), FreezingTickle() and DoneTickle() + +Similar to DeserializeDSObjectDispatch, there is a PresenterNameDispatch() that reads the media format (" FLC", " SMK", " MID", " WAV") and returns the corresponding HandlerClassName(). + +### MxMediaPresenter : MxPresenter +Hold a MxDSSubscriber* and reads data from it on the tickles. + +### LegoBuildingManager : MxCore + +#### CreateBuilding() + +### MxEntity : MxCore +Adds EntityId (S32) and AtomID (MxAtomId). + +### LegoEntity : MxEntity +Adds WorldDirection, WorldUp, WorldPostion, WorldSpeed, ROI, CameraFlag, Flags, + +Virtual methods: +ClickSound(bool) +ClickAnimation() +SwitchVariant() +SwitchSound() +SwitchMove() +SwitchColor(LegoROI*) +SwitchMood() + +#### ParseAction(char*) +Parses a string like ""ACTION:; ; " + +If action is not 7 (e_exit), it stores the filename into m_siFile, and if the action is not 6 (e_run) it stores the ID into m_targetEntityId. + +### ROI +Has LODlist (a list of LODObject), Visibility and ROIList (a list of ROI-pointers, via CompoundObject). + +Provides (deleted) functions for world velocity, bounding box and bounding sphere. + +### OrientableROI : ROI +Adds Local2World 4x4-matrix, WorldBoundingBox (and WorldBoundingSphere), WorldVelocity, ParentROI (another OrientableROI). +Also has an unknown bounding box and u32. The u32 can be enabled/disabled which either sets bit 1 and 3 or clears only bit 1. + +WorldUp, WorldDirection and WorldPosition are within \`local2world\`'s second, third and forth row. + +### ViewROI : OrientableROI +Adds Geometry saved withing a Tgl::Group and Unknown int. + +Uses the lod list with its own type ViewLODList (ref counted). + +### LegoROI : ViewROI +Adds Name, Entity, BoundingSphere. Provides functions to color/texture every lod (also based on global handlers). + +### LegoWorld : LegoEntity + +#### PlaceActor(...) +Goes through all controllers in m_controllerList and calls PlaceActor(). + +### LegoActor : LegoEntity +Adds Controller (LegoPathController*), Boundary, CollideBox, LastTime, ActorTime +Has UserNavFlag which presumably defines if user controls this character. Also has an ActorState: + +UpdatePlane(LegoNamedPlane&) +PlaceActor(LegoNamedPlane&) + +#### ParseAction(char*) +Parses a string like ""ATTACH_CAMERA: location direction up", "SPEED speed", "SOUND sound" , "MUTE" and "VISIBILITY". Saves it into the corresponding member. + +### LegoPathController : MxCore +Has PathBoundary (LegoPathBoundary*) a set of actors and many other things. Presumably it controls the movement of actors along paths. + +#### PlaceActor(LegoPathActor*) +Removes actor from current controller, and set it to this. + +#### PlaceActor(LegoPathActor*, LegoAnimPresenter*, ...) +Removes actor from current controller, does through all boundaries, goes through all presenters of them + + +### LegoPathActor : LegoActor + +### MxStreamer : MxCore +MxMisc holds a MxStreamer singleton. Also holds a list of MxStreamController. + +#### Open(const char*, MxU16 p_lookupType) +Creates and calls Open() on a MxDiskStreamController or MxRAMStreamController depending on lookupType if not already exists. + +### MxDSSubscriber : MxCore + +#### Create(MxStreamController* p_controller, MxU32 p_objectId, MxS16 p_unk0x48) +Calls MxStreamController::AddSubscriber() and sets some properties on itself. + +### MxStreamController : MxCore +Holds a list of subscriber. + +#### AddSubscriber(MxDSSubscriber*) +Puts it into the subscriber list. + +#### Open(const char* p_filename) +Removes ":" and ".SI" from filename and stores it in m_atom. + +### MxRAMStreamController : MxStreamController +Holds an MxDSBuffer. + +### MxDSBuffer : MxCore + +### MxStreamProvider : MxCore +Abstract base class. Holds an MxDSFile. + +### MxRAMStreamProvider : MxStreamProvider + +#### SetResourceToGet(MxStreamController*) +Gets the stream controllers Atom, adds ".SI". Tries to load it first from HDD and then from disk. Sets BufferSize to MxDSFile.BufferSize. Then reads the entire file into m_pContentsOfFile. + +#### MxU32 ReadData(MxU8* p_buffer, MxU32 p_size) +Return total size of MxOb. Rearranged p_buffer so that split chunks are merged. + +### MxDSStreamingAction : MxDSAction +Mostly unknown. + +### MxDiskStreamProvider : MxStreamProvider +Holds a list of MxDSStreamingAction. + +#### SetResourceToGet(MxStreamController*) +Gets the stream controllers Atom, adds ".SI". Tries to load it first from HDD and then from disk. Then starts a MxDiskStreamProviderThread with target this. + +#### MxDiskStreamProvider::WaitForWorkToComplete() +Called by the thread. Run indefinitely until object is destroyed. Streams data, code mostly unknown. + +### MxThread +Abstract base class for threads. Starts and manages one. Has abstract Run() method. + +### MxDiskStreamProviderThread : MxThread +Calls MxDiskStreamProvider::WaitForWorkToComplete. + +### MxDSChunk : MxCore +Holds Flags, ObjectId, Time, Data (U8*) and Length. Also some static utility functions. + +### MxDSSource : MxCore +Holds a buffer, length and position and offers abstract function to read and write. + +### MxDSFile : MxDSSource +Presumably this represents an SI file. Holds a MXIOINFO and on Open() opens m_filename and starts reading the starting chunks ("OMNI" etc.) also checks SI version (2.2). Then it reads the length of the MxOf chunk and puts it into m_pBuffer from parent class. + +Also holds the header chunk as ChunkHeader. GetBufferSize() returns the buffer size from the header. + +### LegoEdge +Has FaceA (LegoWEEdge*), FaceB (LegoWEEdge*), PointA (Vector3), PointB (Vector3). Also utility functions like CWVertex (LegoWEEdge&), CCWVertex (LegoWEEdge&), GetClockwiseEdge(LegoWEEdge&) and GetCounterclockwiseEdge(LegoWEEdge&). + +### LegoUnknown100db7f4 : LegoEdge +Adds Flags, a Mx3DPointFloat and a float and some utility functions like DistanceToMidpoint. + +### LegoWEEdge +Has Edges (LegoUnknown100db7f4*) + +### LegoWEGEdge : LegoWEEdge +Adds EdgeNormal, Flags and other lots of other stuff. + +### LegoPathBoundary : LegoWEGEdge +Adds actors and presenters. + +### LegoNamedPlane +Has Name (char*), Position, Direction and Up. Can be serialized. + +### LegoStorage +Abstract base class for a file-file object with positioning, reading/writing basic data types etc. + +### LegoMemory : LegoStorage +LegoStorage operating on a U8 pointer. + +### LegoFile : LegoStorage +LegoStorage operating on a File. + +### Mx3DPointFloat : Vector3 +Just a Vector3, doesn't add much. + +## Global Functions + +### KeyValueStringParse(char* p_output, const char* p_command, const char* p_string) +The function KeyValueStringParse searches a text (p_string) for a keyword (p_command). +If it finds the keyword, it copies the value immediately after that keyword into p_output. +It returns TRUE if it found the keyword, otherwise FALSE. + +Example: +p_string = "foo:123, bar:456, baz:789" +p_command = "bar" + +Result: +p_output = "456" +Return value: TRUE + +Return just the annotated header file, nothing else. Do NOT return the source file. Do NOT put it into a \`\`\` markdown code block. + +Here are some relevant source and header files. They are just a reference for you to better understand the code:`, + input: `Header: ${header} +Source: $source + +Now return just the annotated header file, nothing else. Do NOT return the source file. Do NOT put it into a \`\`\` markdown code block.`, + }); + return response.output_text; +}; + +const extensions = new Set([".h", ".hpp", ".hh", ".hxx"]); + +const walk = async (dir: string, acc: string[] = []): Promise => { + const entries = await fs.readdir(dir, { withFileTypes: true }); + for (const e of entries) { + const p = path.join(dir, e.name); + if (p.includes(`${path.sep}skeleton${path.sep}`)) { + continue; + } + if (e.isDirectory()) { + await walk(p, acc); + } else { + if (extensions.has(path.extname(e.name))) { + acc.push(p); + } + } + } + return acc; +}; + +const exists = async (p: string): Promise => { + try { + await fs.access(p); + return true; + } catch { + return false; + } +}; + +const ensureDir = async (dir: string): Promise => { + await fs.mkdir(dir, { recursive: true }); +}; + +const handle = async ( + n: number, + h: string, + total: number, + root: string, + outRoot: string, +): Promise => { + let s = `${h.slice(0, -path.extname(h).length)}.cpp`; + if (!(await exists(s))) { + const rel = path.relative(root, h); + const parts = rel.split(path.sep); + const idx = parts.indexOf("include"); + if (idx !== -1) { + parts[idx] = "source"; + s = `${path.join(root, ...parts)}.cpp`; + } + } + if (!(await exists(s))) { + const base = `${path.basename(h, path.extname(h))}.cpp`; + const all = await walk(root); + const match = all.find((p) => path.basename(p) === base); + if (match) { + s = match; + } + } + if (!(await exists(s))) { + return; + } + const relH = path.relative(root, h); + const oh = path.join(outRoot, relH); + await ensureDir(path.dirname(oh)); + if (!(await exists(oh))) { + const skeleton = await getSkeleton( + await fs.readFile(h, "utf8"), + await fs.readFile(s, "utf8"), + ); + await fs.writeFile(oh, skeleton); + } + const relS = path.relative(root, s); + const os = path.join(outRoot, relS); + await ensureDir(path.dirname(os)); + if (!(await exists(os))) { + await fs.copyFile(s, os); + } + console.log(`processed ${n}/${total}`); +}; + +const main = async (): Promise => { + const root = process.cwd(); + const outRoot = path.join(root, "skeleton"); + const headers = await walk(root); + const total = headers.length; + const limit = pLimit(1); + await Promise.all( + headers.map((h, i) => limit(() => handle(i + 1, h, total, root, outRoot))), + ); +}; + +main(); diff --git a/package-lock.json b/package-lock.json index 3ee13261..cc2e718c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,995 +1,842 @@ { - "name": "isle", - "version": "1.0.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "isle", - "version": "1.0.0", - "license": "ISC", - "dependencies": { - "@libsql/client": "^0.15.4", - "dotenv": "^16.5.0", - "openai": "^4.97.0", - "zod": "^3.24.4" - }, - "devDependencies": { - "ts-node": "^10.9.2", - "typescript": "^5.8.3" - } - }, - "node_modules/@cspotcode/source-map-support": { - "version": "0.8.1", - "resolved": 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