diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..dabdbba --- /dev/null +++ b/.gitmodules @@ -0,0 +1,6 @@ +[submodule "whisker-connector"] + path = whisker-connector + url = git@github.com:se2p/whisker.git +[submodule "scratch-gui"] + path = scratch-gui + url = git@github.com:se2p/NuzzleBug.git diff --git a/checkstyle-suppressions.xml b/checkstyle-suppressions.xml new file mode 100644 index 0000000..d118aa4 --- /dev/null +++ b/checkstyle-suppressions.xml @@ -0,0 +1,13 @@ + + + + + + + + diff --git a/checkstyle.xml b/checkstyle.xml index f349eee..14b6040 100644 --- a/checkstyle.xml +++ b/checkstyle.xml @@ -47,6 +47,11 @@ + + + + + diff --git a/docker-compose.yml b/docker-compose.yml index 5d69246..eb08dfe 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -6,10 +6,17 @@ services: dockerfile: Containerfile restart: on-failure environment: - spring.profiles.active: prod + spring.profiles.active: embeddings,whisker,prod spring.datasource.url: "jdbc:mariadb://database:3306/scratchlog" spring.datasource.user: scratchlog spring.datasource.password: scratchlog + app.gui: http://localhost:8601 + app.gui.base: http://localhost:8601 + # TODO: any other options from the properties that should be overriden? + code-embeddings.model: llm + code-embeddings.embedding-connector-url: http://embedding-connector:8080 + whisker.base-url: http://whisker:8091 + whisker.max-parallel: 1 networks: - scratchlog ports: @@ -29,12 +36,43 @@ services: MYSQL_PASSWORD: scratchlog MYSQL_ROOT_PASSWORD: scratchlog volumes: + # seed database with some initial data + # - scratchlog_demo_db.sql.zst:/docker-entrypoint-initdb.d/init.sql.zst - scratchlog-db:/var/lib/mysql networks: - scratchlog ports: - "127.0.0.1:3306:3306/tcp" + scratch-gui: + build: + context: ./scratch-gui + dockerfile: Dockerfile + restart: on-failure + ports: + - "127.0.0.1:8601:80/tcp" + networks: + - scratchlog + + embedding-connector: + build: + context: ./embedding-connector + dockerfile: Containerfile + restart: on-failure + env_file: + - .env + networks: + - scratchlog + + whisker: + build: + context: ./whisker-connector + dockerfile: build-for-apptainer.Dockerfile + target: api + restart: on-failure + networks: + - scratchlog + volumes: scratchlog-db: networks: diff --git a/embedding-connector/.dockerignore b/embedding-connector/.dockerignore new file mode 100644 index 0000000..21d0b89 --- /dev/null +++ b/embedding-connector/.dockerignore @@ -0,0 +1 @@ +.venv/ diff --git a/embedding-connector/.gitignore b/embedding-connector/.gitignore new file mode 100644 index 0000000..08eb992 --- /dev/null +++ b/embedding-connector/.gitignore @@ -0,0 +1,5 @@ +.env* +.idea/ +.vscode/ +__pycache__/ +*.pyc diff --git a/embedding-connector/.python-version b/embedding-connector/.python-version new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ b/embedding-connector/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/embedding-connector/Containerfile b/embedding-connector/Containerfile new file mode 100644 index 0000000..cb3a8e5 --- /dev/null +++ b/embedding-connector/Containerfile @@ -0,0 +1,27 @@ +FROM docker.io/library/python:3.13-slim AS builder +COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/ + +ENV UV_PYTHON_DOWNLOADS=0 UV_LINK_MODE=copy + +WORKDIR /app + +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --locked --no-install-project --no-editable + +COPY . /app + +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --locked --no-editable + +FROM docker.io/library/python:3.13-slim + +COPY --from=builder /app/.venv /app/.venv + +EXPOSE 8080 + +ENV MODEL_CONFIG_FILE=/ggnn-model-config.yaml + +ENTRYPOINT ["/app/.venv/bin/uvicorn", "embedding_connector.main:app"] +CMD ["--host", "0.0.0.0", "--port", "8080"] diff --git a/embedding-connector/Dockerfile b/embedding-connector/Dockerfile new file mode 120000 index 0000000..5240dc0 --- /dev/null +++ b/embedding-connector/Dockerfile @@ -0,0 +1 @@ +Containerfile \ No newline at end of file diff --git a/embedding-connector/README.md b/embedding-connector/README.md new file mode 100644 index 0000000..691f25e --- /dev/null +++ b/embedding-connector/README.md @@ -0,0 +1,23 @@ +# Code Embedding Connector + +Uses [uv](https://docs.astral.sh/uv/) for dependency management. + + +## Starting + +```bash +# install dependencies +uv sync +# run the application on port 8080 (add `--port=OTHER` to change the port) +uv run embedding-connector +``` + + +## Environment variables + +- GGNN variables: only required when using the GGNN model + - `GGNN_MODEL_CONFIG`: path to a GGNN model configuration YAML +- LLM variables: only required when using an LLM API endpoint + - `LLM_API_ENDPOINT`: base URL for the OpenAI-compatible LLM provider API, e.g. `http://localhost:11434/v1/` for a local Ollama instance + - `LLM_API_KEY`: the access key for the LLM provider API + - `LLM_MODEL`: the model that should be used diff --git a/embedding-connector/pyproject.toml b/embedding-connector/pyproject.toml new file mode 100644 index 0000000..8cb293a --- /dev/null +++ b/embedding-connector/pyproject.toml @@ -0,0 +1,52 @@ +[project] +name = "embedding-connector" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +authors = [ + { name = "Benedikt Fein", email = "fein@fim.uni-passau.de" } +] +requires-python = ">=3.13" +dependencies = [ + "fastapi[standard]>=0.136.0", + "ggnn>=0.1.0", + "numpy>=2.4.4", + "openai>=2.34.0", + "pydantic>=2.13.2", + "torch>=2.10.0,<2.11.0", + "uvicorn>=0.44.0", +] + +[dependency-groups] +dev = [ + "mypy>=1.20.1", + "ruff>=0.15.11", +] + + +[tool.uv.extra-build-dependencies] +torch-scatter = ["torch"] +torch-sparse = ["torch"] + +[tool.uv.sources] +ggnn = [ + { index = "ggnn" } +] + +[[tool.uv.index]] +name = "ggnn" +url = "https://gitlab.infosun.fim.uni-passau.de/api/v4/projects/1040/packages/pypi/simple" +explicit = true + + +[tool.fastapi] +entrypoint = "embedding_connector.main:app" + + +[project.scripts] +embedding-connector = "embedding_connector.main:main" + + +[build-system] +requires = ["uv_build>=0.11.6,<0.12.0"] +build-backend = "uv_build" diff --git a/embedding-connector/src/embedding_connector/__init__.py b/embedding-connector/src/embedding_connector/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/embedding-connector/src/embedding_connector/ggnn_api.py b/embedding-connector/src/embedding_connector/ggnn_api.py new file mode 100644 index 0000000..01c2cf5 --- /dev/null +++ b/embedding-connector/src/embedding_connector/ggnn_api.py @@ -0,0 +1,32 @@ +import asyncio +import functools +import logging +from pathlib import Path +from typing import Final + +import numpy +from ggnn.config import load_config +from ggnn.program_embedding.train import ProgramEmbeddingTool + +log: Final[logging.Logger] = logging.getLogger(__name__) + + +class GgnnApiModel: + _lock: asyncio.Lock + _embedding_tool: ProgramEmbeddingTool + + def __init__(self, config_file: Path) -> None: + self._lock = asyncio.Lock() + + config = load_config(config_file, None, eval_only=True) + self._embedding_tool = ProgramEmbeddingTool(config, embedding_per_sprite=True) + + async def embed(self, program: str) -> numpy.typing.NDArray[numpy.float64]: + async with self._lock: + per_sprite_embeddings = self._compute(program) + + return numpy.mean(per_sprite_embeddings, axis=0) + + @functools.lru_cache(maxsize=5_000) + def _compute(self, program: str) -> list[float]: + return self._embedding_tool.embedding(program) diff --git a/embedding-connector/src/embedding_connector/llm_api.py b/embedding-connector/src/embedding_connector/llm_api.py new file mode 100644 index 0000000..f98db71 --- /dev/null +++ b/embedding-connector/src/embedding_connector/llm_api.py @@ -0,0 +1,38 @@ +import datetime +import functools +import logging +from timeit import default_timer as timer +from typing import Final + +import numpy +import openai + +_log: Final[logging.Logger] = logging.getLogger(__name__) + + +class LlmApiModel: + _client: openai.OpenAI + _api_key: str + _model: str + + def __init__(self, api_endpoint: str, api_key: str, model: str) -> None: + self._client = openai.OpenAI(base_url=api_endpoint, api_key=api_key) + self._model = model + + def embed(self, programs: list[str]) -> numpy.typing.NDArray[numpy.float64]: + start = timer() + batch = self._client.embeddings.create( + model=self._model, + input=programs, + ) + end = timer() + _log.info( + "Computed an %s embedding in %s.", + self._model, + datetime.timedelta(seconds=end - start), + ) + return numpy.stack([e.embedding for e in batch.data]) + + @functools.lru_cache(maxsize=5_000) + def embed_single(self, program: str) -> numpy.typing.NDArray[numpy.float64]: + return self.embed([program])[0] diff --git a/embedding-connector/src/embedding_connector/main.py b/embedding-connector/src/embedding_connector/main.py new file mode 100644 index 0000000..48f2c11 --- /dev/null +++ b/embedding-connector/src/embedding_connector/main.py @@ -0,0 +1,236 @@ +import argparse +import logging +import os +import sys +from contextlib import asynccontextmanager +from pathlib import Path + +import numpy +import uvicorn +from fastapi import FastAPI, Depends, Request +from typing import Final +from collections.abc import AsyncIterator + +from pydantic import BaseModel, Field + +from embedding_connector.ggnn_api import GgnnApiModel +from embedding_connector.llm_api import LlmApiModel +from embedding_connector.projection import progress_variance_projection + +log: Final[logging.Logger] = logging.getLogger("uvicorn") + + +@asynccontextmanager +async def _app_init(app: FastAPI) -> AsyncIterator[None]: + log.info("Initialising model...") + config_env = os.getenv("GGNN_CONFIG_FILE") + if config_env is not None: + config = Path(config_env) + log.info("Loading GGNN config from %s", config) + app.state.ggnn_model = GgnnApiModel(config) + + llm_endpoint = os.getenv("LLM_API_ENDPOINT") + llm_key = os.getenv("LLM_API_KEY") + llm_model = os.getenv("LLM_MODEL") + if llm_endpoint is not None: + if llm_model is None: + e = "Missing LLM_MODEL model name environment variable!" + raise ValueError(e) + + app.state.llm_model = LlmApiModel( + llm_endpoint, + llm_key if llm_key is not None else "empty", + llm_model, + ) + + log.info("Model has been initialised successfully!") + yield + + +app: Final[FastAPI] = FastAPI(lifespan=_app_init) + + +def _get_ggnn_model(request: Request) -> GgnnApiModel: + return request.app.state.ggnn_model + + +def _get_llm_model(request: Request) -> LlmApiModel: + return request.app.state.llm_model + + +class GgnnEmbeddingRequest(BaseModel): + processed_project: str + + +class GgnnEmbeddingResponse(BaseModel): + embedding: list[float] + + +@app.post("/ggnn/embedding/") +async def get_ggnn_embedding( + req: GgnnEmbeddingRequest, model: GgnnApiModel = Depends(_get_ggnn_model) +) -> GgnnEmbeddingResponse: + embedding = await model.embed(req.processed_project) + return GgnnEmbeddingResponse(embedding=embedding.tolist()) + + +ProcessedGgnnProgram = str +Embedding = numpy.typing.NDArray[numpy.float64] + + +class GgnnProgressVarianceProjectionRequest(BaseModel): + template_program: ProcessedGgnnProgram = Field(..., alias="templateProgram") + solution_program: ProcessedGgnnProgram = Field(..., alias="solutionProgram") + student_programs: dict[int, ProcessedGgnnProgram] = Field( + ..., alias="studentPrograms" + ) + + +class Projection(BaseModel): + id: int + xy: tuple[float, float] + + +class ProgressVarianceProjection(BaseModel): + projections: list[Projection] + + +@app.post("/ggnn/progress-variance-projection") +async def get_progress_variance_projection_ggnn( + req: GgnnProgressVarianceProjectionRequest, + model: GgnnApiModel = Depends(_get_ggnn_model), +) -> ProgressVarianceProjection: + if len(req.student_programs) == 0: + return ProgressVarianceProjection(projections=[]) + + start_embedding = await model.embed(req.template_program) + solution_embedding = await model.embed(req.solution_program) + embeddings = [ + (project_id, await model.embed(project)) + for project_id, project in req.student_programs.items() + ] + return _pv_projection(start_embedding, solution_embedding, embeddings) + + +@app.post("/llm/progress-variance-projection") +async def get_progress_variance_projection_llm( + req: GgnnProgressVarianceProjectionRequest, + model: LlmApiModel = Depends(_get_llm_model), +) -> ProgressVarianceProjection: + if len(req.student_programs) == 0: + return ProgressVarianceProjection(projections=[]) + + start_embedding = model.embed_single(req.template_program) + solution_embedding = model.embed_single(req.solution_program) + embeddings = [ + (project_id, model.embed_single(project)) + for project_id, project in req.student_programs.items() + ] + return _pv_projection(start_embedding, solution_embedding, embeddings) + + +def _pv_projection( + start_embedding: Embedding, + solution_embedding: Embedding, + embeddings: list[tuple[int, Embedding]], +) -> ProgressVarianceProjection: + student_embeddings = numpy.stack([e[1] for e in embeddings]) + projections = progress_variance_projection( + student_embeddings, start_embedding, solution_embedding + ) + + return ProgressVarianceProjection( + projections=[ + Projection(id=project_id, xy=(projection[0], projection[1])) + for project_id, projection in zip( + (e[0] for e in embeddings), + projections, + strict=True, + ) + ] + ) + + +class GgnnEmbeddingDistanceRequest(BaseModel): + solution_program: ProcessedGgnnProgram = Field(..., alias="solutionProgram") + student_programs: dict[int, ProcessedGgnnProgram] = Field( + ..., alias="studentPrograms" + ) + + +class EmbeddingDistance(BaseModel): + id: int + d: float + + +class EmbeddingDistanceResponse(BaseModel): + distances: list[EmbeddingDistance] + + +@app.post("/ggnn/embedding-distance") +async def get_embedding_distance_ggnn( + req: GgnnEmbeddingDistanceRequest, model: GgnnApiModel = Depends(_get_ggnn_model) +) -> EmbeddingDistanceResponse: + if len(req.student_programs) == 0: + return EmbeddingDistanceResponse(distances=[]) + + solution_embedding = await model.embed(req.solution_program) + embeddings = { + project_id: await model.embed(project) + for project_id, project in req.student_programs.items() + } + return _distances(solution_embedding, embeddings) + + +@app.post("/llm/embedding-distance") +async def get_embedding_distance_llm( + req: GgnnEmbeddingDistanceRequest, model: LlmApiModel = Depends(_get_llm_model) +) -> EmbeddingDistanceResponse: + if len(req.student_programs) == 0: + return EmbeddingDistanceResponse(distances=[]) + + solution_embedding = model.embed_single(req.solution_program) + embeddings = { + project_id: model.embed_single(project) + for project_id, project in req.student_programs.items() + } + return _distances(solution_embedding, embeddings) + + +def _distances( + solution_embedding: Embedding, embeddings: dict[int, Embedding] +) -> EmbeddingDistanceResponse: + distances = { + project_id: numpy.linalg.norm(embedding - solution_embedding) + for project_id, embedding in embeddings.items() + } + max_distance = max(distances.values()) + distances = [ + EmbeddingDistance(id=project_id, d=d / max_distance) + for project_id, d in distances.items() + ] + + return EmbeddingDistanceResponse(distances=distances) + + +def main(argv: list[str] | None = None) -> int: + if argv is None: + argv = sys.argv[1:] + + args = _build_arg_parser().parse_args(argv) + + uvicorn.run( + f"{__package__}.main:app", host="127.0.0.1", port=args.port, log_level="info" + ) + + return 0 + + +def _build_arg_parser() -> argparse.ArgumentParser: + parser = argparse.ArgumentParser() + parser.add_argument("--port", type=int, default=8080, required=False) + return parser + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/embedding-connector/src/embedding_connector/projection.py b/embedding-connector/src/embedding_connector/projection.py new file mode 100644 index 0000000..515a383 --- /dev/null +++ b/embedding-connector/src/embedding_connector/projection.py @@ -0,0 +1,42 @@ +import numpy as np +import numpy.typing as npt + + +def progress_variance_projection( + program_encodings: npt.NDArray[np.float64], + start_project_repr: npt.NDArray[np.float64], + solution_repr: npt.NDArray[np.float64], +) -> npt.NDArray[np.float64]: + """ + Projects the program encodings into two-dimensional space according to the + Progress-Variance projection. + + See Paassen, B., McBroom, J., Jeffries, B., Koprinska, I., & Yacef, K. (2021). + Mapping Python Programs to Vectors using Recursive Neural Encodings. Journal of + Educational Data Mining, 13(3), 1–35. https://doi.org/10.5281/zenodo.5634224; + Algorithm 1. + + :param program_encodings: The program embeddings with one embedding vector per row + and each row representing the embedding for one program state/edit step. + :param start_project_repr: The program embedding of the initial program. + :param solution_repr: The program embedding of the target solution. + :return: The ``program_encodings`` mapped to 2-dimensional space. For an input with + ``n`` many rows, the output has shape ``n×2``. + """ + delta = solution_repr - start_project_repr + delta_norm = np.linalg.norm(delta) + delta = delta / np.linalg.norm(delta) + + x_init = program_encodings - start_project_repr + # x in orthogonal space to delta + x = x_init - x_init * np.dot(delta, delta.transpose()) + # quasi covariance matrix + c = np.matmul(x.transpose(), x) + # find eigenvector v for the largest eigenvalue of c + eig_vals, eig_vs = np.linalg.eig(c) + v = eig_vs[np.argmax(eig_vals)] + + # map to 2D + y = x_init / delta_norm + dv = np.stack((delta, v), axis=-1) + return np.real(np.dot(y, dv)) diff --git a/embedding-connector/uv.lock b/embedding-connector/uv.lock new file mode 100644 index 0000000..ff87c0a --- /dev/null +++ b/embedding-connector/uv.lock @@ -0,0 +1,2618 @@ +version = 1 +revision = 3 +requires-python = ">=3.13" +resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and 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${webjars.chartjs.version} + + org.webjars.npm + chartjs-plugin-zoom + ${webjars.chartjs-plugin-zoom.version} + org.webjars.npm nouislider @@ -292,6 +302,13 @@ test + + com.squareup.okhttp3 + mockwebserver3 + 5.3.2 + test + + org.mockito diff --git a/scratch-gui b/scratch-gui new file mode 160000 index 0000000..e44d6b2 --- /dev/null +++ b/scratch-gui @@ -0,0 +1 @@ +Subproject commit e44d6b233f1a6c464ce46ba484a0ad8b3750d5d8 diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/ScratchLogApplication.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/ScratchLogApplication.java index e925d37..dea8b72 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/ScratchLogApplication.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/ScratchLogApplication.java @@ -27,6 +27,7 @@ import org.springframework.boot.CommandLineRunner; import org.springframework.boot.SpringApplication; import org.springframework.boot.autoconfigure.SpringBootApplication; +import org.springframework.boot.context.properties.EnableConfigurationProperties; import org.springframework.context.ApplicationContext; import org.springframework.scheduling.annotation.EnableScheduling; @@ -45,6 +46,7 @@ */ @SpringBootApplication @EnableScheduling +@EnableConfigurationProperties public class ScratchLogApplication implements CommandLineRunner { private static final Logger log = LoggerFactory.getLogger(ScratchLogApplication.class); diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/CodeService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/CodeService.java index 24f5bf9..6a0571f 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/CodeService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/CodeService.java @@ -167,20 +167,12 @@ public List getJsonForUser(final int userId, final int blockEventRepository.findAllByCodeIsNotNullAndUserAndExperimentOrderByDateAsc(user, experiment); if (json.isEmpty()) { - log.error( - "Could not find any json data for user with id {} for experiment with id {}!", - user, experimentId - ); throw new NotFoundException("Could not find any json data for user with id " + user + " for experiment " + "with id " + experimentId + "!"); } return json; } catch (EntityNotFoundException e) { - log.error( - "Could not find user with id {} or experiment with id {} when trying to download the json files!", - userId, experimentId, e - ); throw new NotFoundException("Could not find user with id " + userId + " or experiment with id " + experimentId + " when trying to download the json files!", e); } diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/DashboardService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/DashboardService.java index 484f0a9..cb02e68 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/DashboardService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/DashboardService.java @@ -22,7 +22,6 @@ import de.uni_passau.fim.se2.scratchlog.persistence.entity.EventCount; import de.uni_passau.fim.se2.scratchlog.persistence.entity.Experiment; import de.uni_passau.fim.se2.scratchlog.persistence.entity.ExperimentData; -import de.uni_passau.fim.se2.scratchlog.persistence.entity.Participant; import de.uni_passau.fim.se2.scratchlog.persistence.entity.User; import de.uni_passau.fim.se2.scratchlog.persistence.projection.EventProjection; import de.uni_passau.fim.se2.scratchlog.persistence.repository.BlockEventRepository; @@ -164,28 +163,6 @@ public ExperimentDataDto getExperimentData(final int id) { public record ExperimentDataDto(int participants, int started, int finished) { } - /** - * Retrieves the ids and usernames of all participants of the experiment with the given id. - * - * @param id The experiment id. - * @return A list of participant ids and usernames. - * @throws IllegalArgumentException if the passed id is invalid. - */ - public List getParticipants(final int id) { - Experiment experiment = experimentRepository.getReferenceById(id); - - List participants = participantRepository.findAllByExperiment(experiment); - return participants - .stream() - .map(participant -> new ParticipantIdName( - participant.getUser().getId(), participant.getUser().getUsername() - )) - .toList(); - } - - public record ParticipantIdName(int id, String username) { - } - /** * Retrieves information about the number of times the given block event was executed per minute during the * experiment with the given id for the users with the give id. diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EmbeddingModelService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EmbeddingModelService.java new file mode 100644 index 0000000..25230a3 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EmbeddingModelService.java @@ -0,0 +1,622 @@ +package de.uni_passau.fim.se2.scratchlog.application.service; + +import de.uni_passau.fim.se2.embedded_kittens.MLOutputPath; +import de.uni_passau.fim.se2.embedded_kittens.MLPreprocessorCommonOptions; +import de.uni_passau.fim.se2.embedded_kittens.ggnn.GgnnAnalyzerOutput; +import de.uni_passau.fim.se2.embedded_kittens.ggnn.GgnnOutputFormat; +import de.uni_passau.fim.se2.embedded_kittens.ggnn.GgnnProgramPreprocessor; +import de.uni_passau.fim.se2.embedded_kittens.shared.ActorNameNormalizer; +import de.uni_passau.fim.se2.embedded_kittens.shared.WholeProgramJsonProcessor; +import de.uni_passau.fim.se2.embedded_kittens.shared.WholeProgramOutput; +import de.uni_passau.fim.se2.litterbox.ast.ParsingException; +import de.uni_passau.fim.se2.litterbox.ast.model.Program; +import de.uni_passau.fim.se2.litterbox.ast.parser.Scratch3Parser; +import de.uni_passau.fim.se2.litterbox.export.scratchblocks.ScratchBlocksVisitor; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.ExampleSolution; +import de.uni_passau.fim.se2.scratchlog.persistence.projection.BlockEventJSONProjection; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.BlockEventRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.ExperimentRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.Project; +import de.uni_passau.fim.se2.scratchlog.spring.configuration.CodeEmbeddingConfiguration; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.jspecify.annotations.Nullable; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.annotation.Profile; +import org.springframework.stereotype.Service; +import org.springframework.util.ConcurrentLruCache; +import org.springframework.util.StopWatch; +import org.springframework.web.client.ResourceAccessException; +import org.springframework.web.client.RestClient; +import org.springframework.web.client.RestClientResponseException; +import tools.jackson.databind.json.JsonMapper; + +import java.io.ByteArrayInputStream; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.util.AbstractMap; +import java.util.ArrayList; +import java.util.Collections; +import java.util.Comparator; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Objects; +import java.util.Optional; +import java.util.Set; +import java.util.stream.Collectors; +import java.util.zip.ZipEntry; +import java.util.zip.ZipInputStream; + +@Service +@Profile(Constants.PROFILE_CODE_EMBEDDINGS) +public class EmbeddingModelService { + + private static final int CACHE_SIZE = 5_000; + + private static final Logger log = LoggerFactory.getLogger(EmbeddingModelService.class); + + private final JsonMapper jsonMapper; + + private final CodeEmbeddingConfiguration codeEmbeddingConfiguration; + + private final BlockEventRepository blockEventRepository; + + private final ExperimentRepository experimentRepository; + + private final ExperimentService experimentService; + + private final CodeService codeService; + + private final Optional testFitnessService; + + private final RestClient restClient; + + private final WholeProgramJsonProcessor ggnnProgramPreprocessor; + + private final ConcurrentLruCache> ggnnCache; + + @Autowired + public EmbeddingModelService( + final CodeEmbeddingConfiguration codeEmbeddingConfiguration, + final JsonMapper jsonMapper, + final BlockEventRepository blockEventRepository, + final ExperimentRepository experimentRepository, + final ExperimentService experimentService, + final CodeService codeService, + final Optional testFitnessService + ) { + this.codeEmbeddingConfiguration = codeEmbeddingConfiguration; + this.jsonMapper = jsonMapper; + this.blockEventRepository = blockEventRepository; + this.experimentRepository = experimentRepository; + this.experimentService = experimentService; + this.codeService = codeService; + this.testFitnessService = testFitnessService; + + this.restClient = RestClient.create(); + + MLPreprocessorCommonOptions mlOptions = new MLPreprocessorCommonOptions( + MLOutputPath.console(), + true, + true, + false, + ActorNameNormalizer.getDefault() + ); + final GgnnProgramPreprocessor ggnnPreprocessor = new GgnnProgramPreprocessor( + mlOptions, + GgnnOutputFormat.JSON_GRAPH, + "project" + ); + this.ggnnProgramPreprocessor = new WholeProgramJsonProcessor<>(mlOptions, ggnnPreprocessor); + + ggnnCache = new ConcurrentLruCache<>(CACHE_SIZE, programJson -> { + try { + return processProgramForGgnn(programJson); + } catch (ParsingException e) { + throw new RuntimeException(e); + } + }); + } + + /** + * Computes the progress-variance-projection for the given experiment. + * + *

For all participants in the experiment and their latest code change. + * + * @param experimentId The experiment id. + * @return The progress-variance projection. + * @throws IOException In case the example/solution projects cannot be parsed. + */ + public ProgramProjection2D getProgressVarianceProjectionAllLatest( + final int experimentId + ) throws IOException { + StopWatch watch = new StopWatch(); + watch.start(); + + final Map projectIdToStudentId = new HashMap<>(); + final Map projectsById = new HashMap<>(); + blockEventRepository + .findLastPerUserInExperiment(experimentId) + .forEach(project -> { + projectsById.put(project.id(), project.projectJson()); + projectIdToStudentId.put(project.id(), project.userId()); + }); + if (projectsById.isEmpty()) { + return new ProgramProjection2D(Collections.emptyList()); + } + + final var starterProject = getStarterProject(experimentId); + final var solutionProject = getSolutionProject(experimentId); + if (starterProject == null || solutionProject == null) { + throw new IllegalArgumentException( + "Progress-Variance-Projection can only be constructed if start and solution projects are given." + ); + } + watch.stop(); + log.debug("Database fetching finished in {}ms.", watch.getTotalTimeMillis()); + + final ProgressVarianceProjectionResponse response = getProgressVarianceProjection( + starterProject, + solutionProject, + projectsById + ); + + return convertResponse(response, projectIdToStudentId); + } + + /** + * Computes the progress-variance-projection for the given experiment. + * + *

As a timeline of program states of all given users in the experiment. + * + * @param experimentId The experiment id. + * @param userIds The set of users for which the progression timeline should be generated. + * @param stepMinutes The step in minutes between program states. + * @return The progress-variance projection. + * @throws IOException In case the example/solution projects cannot be parsed. + */ + public ProgramProjection2D getProgressVarianceProjectionForUsers( + final int experimentId, + final Set userIds, + final int stepMinutes + ) throws IOException { + if (userIds.isEmpty()) { + return new ProgramProjection2D(Collections.emptyList()); + } + + StopWatch watch = new StopWatch(); + watch.start(); + + final Map projectsByProjectId = new HashMap<>(); + final Map> projectsByStudent = new HashMap<>(); + for (final int userId : userIds) { + final List studentProjects = getProjectsForUser(experimentId, userId, stepMinutes); + studentProjects.forEach(project -> projectsByProjectId.put(project.id(), project.projectJson())); + projectsByStudent.put(userId, studentProjects.stream().map(Project::id).toList()); + } + + final var starterProject = getStarterProject(experimentId); + final var solutionProject = getSolutionProject(experimentId); + if (starterProject == null || solutionProject == null) { + throw new IllegalArgumentException( + "Progress-Variance-Projection can only be constructed if start and solution projects are given." + ); + } + watch.stop(); + log.debug("Database fetching finished in {}ms.", watch.getTotalTimeMillis()); + + final ProgressVarianceProjectionResponse response = getProgressVarianceProjection( + starterProject, + solutionProject, + projectsByProjectId + ); + if (response == null) { + return new ProgramProjection2D(Collections.emptyList()); + } + + return convertPerStudentResponse(response, projectsByStudent); + } + + private List getProjectsForUser(final int experimentId, final int userId, final int stepMinutes) { + return codeService.getFilteredJsons(userId, experimentId, stepMinutes, 0, 0, Optional.empty()) + .stream() + .sorted(Comparator.comparing(BlockEventJSONProjection::getDate)) + .map(projection -> new Project(projection.getId(), userId, null, projection.getCode())) + .toList(); + } + + private ProgramProjection2D convertResponse( + final ProgressVarianceProjectionResponse response, + final Map projectIdToStudentId + ) { + final Map>> datapoints = new HashMap<>(); + for (final Projection projection : response.projections()) { + final int userId = projectIdToStudentId.get(projection.id()); + datapoints.compute(userId, (k, ps) -> { + if (ps == null) { + ps = new ArrayList<>(); + } + ps.add(projection.xy()); + return ps; + }); + } + + final List data = new ArrayList<>(datapoints.size()); + for (final var entry : datapoints.entrySet()) { + data.add(new DataSeries(entry.getKey(), entry.getValue())); + } + + return new ProgramProjection2D(data); + } + + private ProgramProjection2D convertPerStudentResponse( + final ProgressVarianceProjectionResponse response, + final Map> studentProjects + ) { + final Map> rawDatapointsByProjectId = new HashMap<>(); + for (final Projection projection : response.projections()) { + rawDatapointsByProjectId.put(projection.id(), projection.xy()); + } + + final Map>> datapoints = new HashMap<>(); + for (final var entry : studentProjects.entrySet()) { + final List> studentProjections = new ArrayList<>(); + for (final var projectId : entry.getValue()) { + studentProjections.add(rawDatapointsByProjectId.get(projectId)); + } + datapoints.put(entry.getKey(), studentProjections); + } + + final List data = new ArrayList<>(datapoints.size()); + for (final var entry : datapoints.entrySet()) { + data.add(new DataSeries(entry.getKey(), entry.getValue())); + } + + return new ProgramProjection2D(data); + } + + @Nullable + private String getStarterProject(final int experimentId) throws IOException { + final byte[] starterProjectSb3 = experimentRepository.getExperimentStarterProject(experimentId); + if (starterProjectSb3 == null) { + return null; + } + + return getProjectJson(starterProjectSb3); + } + + @Nullable + private String getSolutionProject(final int experimentId) throws IOException { + final ExampleSolution solutionSb3 = experimentService.getExampleSolution(experimentId); + if (solutionSb3 == null) { + return null; + } + + return getProjectJson(solutionSb3.getSb3Project()); + } + + /** + * Returns the progress variance projection for the given projects. + * + * @param templateProject The template given to all students at the beginning of a session + * @param solutionProject The example solution of a session. + * @param studentProjects Some student projects. The same IDs will be used in the response. Can + * be for example the latest projects per student, or only projects of a + * single student over time. + * @return The 2D-progress-variance-projection of the student projects. + */ + private ProgressVarianceProjectionResponse getProgressVarianceProjection( + final String templateProject, + final String solutionProject, + final Map studentProjects + ) { + final StopWatch watch = new StopWatch(); + watch.start(); + final var request = buildProgressVarianceProjectionRequest( + templateProject, solutionProject, studentProjects + ); + watch.stop(); + log.debug("preprocessing done in {}ms.", watch.getTotalTimeMillis()); + + return apiRequest( + codeEmbeddingConfiguration.getModel() + "/progress-variance-projection", + request, + ProgressVarianceProjectionResponse.class + ); + } + + private ProgressVarianceProjectionRequest buildProgressVarianceProjectionRequest( + final String templateProgramJson, + final String solutionProgramJson, + final Map studentProgramJsons + ) { + final var templateProgram = getProcessedProgram(templateProgramJson); + final var solutionProgram = getProcessedProgram(solutionProgramJson); + + final Map studentPrograms = preprocessStudentProgramJsons(studentProgramJsons); + + return new ProgressVarianceProjectionRequest( + templateProgram, + solutionProgram, + studentPrograms + ); + } + + private Map preprocessStudentProgramJsons( + final Map studentProgramJsons + ) { + return studentProgramJsons + .entrySet() + .parallelStream() + .map(entry -> { + try { + final var processedProject = getProcessedProgram(entry.getValue()); + return new AbstractMap.SimpleImmutableEntry<>( + entry.getKey(), + processedProject + ); + } catch (RuntimeException e) { + // ignore projects we cannot parse -> we cannot compute an embedding in this case + return null; + } + }) + .filter(Objects::nonNull) + .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)); + } + + /** + * Retrieves the embedding distances between latest student projects and the example solution. + * + * @param experimentId Some experiment. + * @return A mapping of user ID to embedding distance in range {@code [0, 1]}. + * @throws IOException In case the solution project cannot be parsed. + */ + public Map getEmbeddingDistancesAllLatest(final int experimentId) throws IOException { + final StopWatch watch = new StopWatch(); + watch.start(); + + final List projects = blockEventRepository.findLastPerUserInExperiment(experimentId); + + final Map projectIdToUserId = new HashMap<>(); + projects.forEach(project -> projectIdToUserId.put(project.id(), project.userId())); + + final Map distancesByProjectId = getEmbeddingDistances(experimentId, projects); + + final Map distancesByUserId = new HashMap<>(); + distancesByProjectId.forEach((projectId, distance) -> { + final int userId = projectIdToUserId.get(projectId); + distancesByUserId.put(userId, distance); + }); + + return distancesByUserId; + } + + /** + * Retrieves the embedding distances between the given projects and the example solution. + * + * @param experimentId Some experiment. + * @param projects Some projects in the experiment. + * @return A mapping of project ID to embedding distance in range {@code [0, 1]}. + * @throws IOException In case the solution project cannot be parsed. + */ + public Map getEmbeddingDistances( + final int experimentId, final List projects + ) throws IOException { + final StopWatch watch = new StopWatch(); + watch.start(); + + final Map projectsById = new HashMap<>(); + projects.forEach(project -> projectsById.put(project.id(), project.projectJson())); + + final var solutionProject = getSolutionProject(experimentId); + if (solutionProject == null) { + throw new IllegalArgumentException( + "Embedding distance can only be computed if solution projects is given." + ); + } + watch.stop(); + log.debug("Database fetching finished in {}ms.", watch.getTotalTimeMillis()); + + final EmbeddingDistanceResponse response = getEmbeddingDistances( + solutionProject, + projectsById + ); + if (response == null) { + return Collections.emptyMap(); + } + + final Map distances = new HashMap<>(); + for (final var distance : response.distances()) { + distances.put(distance.id(), distance.d()); + } + return distances; + } + + private EmbeddingDistanceResponse getEmbeddingDistances( + final String solutionProject, + final Map studentProjects + ) { + final StopWatch watch = new StopWatch(); + watch.start(); + final var request = buildEmbeddingDistanceRequest( + solutionProject, studentProjects + ); + watch.stop(); + log.debug("GGNN preprocessing done in {}ms.", watch.getTotalTimeMillis()); + + return apiRequest( + codeEmbeddingConfiguration.getModel() + "/embedding-distance", + request, + EmbeddingDistanceResponse.class + ); + } + + private EmbeddingDistanceRequest buildEmbeddingDistanceRequest( + final String solutionProgramJson, + final Map studentProgramJsons + ) { + final var solutionProgram = getProcessedProgram(solutionProgramJson); + final Map studentPrograms = preprocessStudentProgramJsons(studentProgramJsons); + + return new EmbeddingDistanceRequest(solutionProgram, studentPrograms); + } + + /** + * Fetches the embedding and test distances for the latest project of all users in the experiment. + * + *

The resulting datapoints will have the test distance on the x-Axis (0th list element) and the embedding + * distance as y-Axis (1st element). + * + *

Requires the {@link Constants#PROFILE_WHISKER} profile to be active. + * + * @param experimentId Some experiment. + * @return The embedding/test-distance projection for the latest projects of all users. + * @throws IllegalStateException In case the {@link Constants#PROFILE_WHISKER} profile is not active. + */ + public ProgramProjection2D getEmbeddingVsTestDistanceLatestProjects(final int experimentId) throws IOException { + if (testFitnessService.isEmpty()) { + throw new IllegalStateException( + "Missing the Whisker test data. Cannot compute embeding/test distance projection." + ); + } + + final List latestProjects = blockEventRepository.findLastPerUserInExperiment(experimentId); + + final Map embeddingDistances = getEmbeddingDistances(experimentId, latestProjects); + final Map testFitnesses = testFitnessService.orElseThrow().getTestFitnesses( + latestProjects.stream().map(Project::id).collect(Collectors.toSet()) + ); + + final List data = new ArrayList<>(); + for (final Project project : latestProjects) { + final double embeddingDistance = embeddingDistances.getOrDefault(project.id(), 1.0); + final double testFitness = testFitnesses.getOrDefault(project.id(), 0.0); + final List datapoint = List.of(testFitness, 1 - embeddingDistance); + + data.add(new DataSeries(project.userId(), List.of(datapoint))); + } + + return new ProgramProjection2D(data); + } + + private WholeProgramOutput processProgramForGgnn(final Program program) { + return ggnnProgramPreprocessor.processWholeProgram(program) + .findFirst() + .orElseThrow(); + } + + private String getProcessedProgram(final String programJson) { + try { + return switch (codeEmbeddingConfiguration.getModel()) { + case "ggnn" -> jsonMapper.writeValueAsString(ggnnCache.get(programJson)); + case "llm" -> processProgramForLlm(programJson); + default -> throw new IllegalStateException("Unknown model: " + codeEmbeddingConfiguration.getModel()); + }; + } catch (ParsingException e) { + throw new RuntimeException(e); + } + } + + private WholeProgramOutput processProgramForGgnn( + final String programJson + ) throws ParsingException { + final Program program = parseProgram(programJson); + return processProgramForGgnn(program); + } + + private String processProgramForLlm(final String programJson) throws ParsingException { + final Program program = parseProgram(programJson); + return processProgramForLlm(program); + } + + private String processProgramForLlm(final Program program) { + return ScratchBlocksVisitor.of(program); + } + + private Program parseProgram(final String programJson) throws ParsingException { + final Scratch3Parser parser = new Scratch3Parser(); + return parser.parseString("project", programJson); + } + + private String getProjectJson(final byte[] programSb3) throws IOException { + if (programSb3 == null) { + return null; + } + + try (ZipInputStream zis = new ZipInputStream(new ByteArrayInputStream(programSb3))) { + ZipEntry entry; + while ((entry = zis.getNextEntry()) != null) { + if ("project.json".equals(entry.getName())) { + byte[] bytes = zis.readNBytes((int) entry.getSize()); + return new String(bytes, StandardCharsets.UTF_8); + } + } + } + + log.warn("Project SB3 did not contain a project.json"); + + return null; + } + + private R apiRequest(final String path, final B body, final Class responseType) { + final StopWatch watch = new StopWatch(); + + try { + watch.start(); + var response = restClient.post() + .uri(codeEmbeddingConfiguration.getEmbeddingConnectorUrl().resolve(path)) + .body(body) + .retrieve() + .body(responseType); + watch.stop(); + log.debug("Embedding API request done in {}ms.", watch.getTotalTimeMillis()); + + return response; + } catch (RestClientResponseException | ResourceAccessException e) { + log.error("Could not make API call to embedding model.", e); + throw e; + } + } + + public record ProgressVarianceProjectionRequest( + String templateProgram, + String solutionProgram, + Map studentPrograms + ) { + } + + public record ProgressVarianceProjectionResponse( + List projections + ) { + } + + public record Projection(int id, List xy) { + } + + public record ProgramProjection2D(List data) { + } + + /** + * A series of data. + * + * @param userId The user which created the datapoints. + * @param datapoints The series of datapoints with their x/y coordinates. + */ + public record DataSeries(int userId, List> datapoints) { + } + + private record EmbeddingDistanceRequest( + String solutionProgram, + Map studentPrograms + ) { + } + + private record EmbeddingDistanceResponse(List distances) { + } + + private record Distance(int id, double d) { + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EventService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EventService.java index 20438fa..889c1aa 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EventService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/EventService.java @@ -40,6 +40,7 @@ import de.uni_passau.fim.se2.scratchlog.persistence.repository.QuestionEventRepository; import de.uni_passau.fim.se2.scratchlog.persistence.repository.ResourceEventRepository; import de.uni_passau.fim.se2.scratchlog.persistence.repository.UserRepository; +import de.uni_passau.fim.se2.scratchlog.spring.events.TestExecutionRequestEvent; import de.uni_passau.fim.se2.scratchlog.util.enums.LibraryResource; import de.uni_passau.fim.se2.scratchlog.web.dto.BlockEventDTO; import de.uni_passau.fim.se2.scratchlog.web.dto.ClickEventDTO; @@ -54,6 +55,7 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.ApplicationEventPublisher; import org.springframework.stereotype.Service; import org.springframework.transaction.annotation.Transactional; @@ -74,6 +76,8 @@ public class EventService { */ private static final Logger log = LoggerFactory.getLogger(EventService.class); + private final ApplicationEventPublisher applicationEventPublisher; + /** * The event count repository to use for event count queries. */ @@ -124,31 +128,20 @@ public class EventService { */ private final ExperimentRepository experimentRepository; - /** - * Constructs an event service with the given dependencies. - * - * @param eventCountRepository The {@link EventCountRepository} to use. - * @param codesDataRepository The {@link CodesDataRepository} to use. - * @param blockEventRepository The {@link BlockEventRepository} to use. - * @param clickEventRepository The {@link ClickEventRepository} to use. - * @param debuggerEventRepository The {@link DebuggerEventRepository} to use. - * @param questionEventRepository The {@link QuestionEventRepository} to use. - * @param resourceEventRepository The {@link ResourceEventRepository} to use. - * @param participantRepository The {@link ParticipantRepository} to use. - * @param userRepository The {@link UserRepository} to use. - * @param experimentRepository The {@link ExperimentRepository} to use. - */ @Autowired - public EventService(final EventCountRepository eventCountRepository, - final CodesDataRepository codesDataRepository, - final BlockEventRepository blockEventRepository, - final ClickEventRepository clickEventRepository, - final DebuggerEventRepository debuggerEventRepository, - final QuestionEventRepository questionEventRepository, - final ResourceEventRepository resourceEventRepository, - final ParticipantRepository participantRepository, - final UserRepository userRepository, - final ExperimentRepository experimentRepository) { + public EventService( + final EventCountRepository eventCountRepository, + final CodesDataRepository codesDataRepository, + final BlockEventRepository blockEventRepository, + final ClickEventRepository clickEventRepository, + final DebuggerEventRepository debuggerEventRepository, + final QuestionEventRepository questionEventRepository, + final ResourceEventRepository resourceEventRepository, + final ParticipantRepository participantRepository, + final UserRepository userRepository, + final ExperimentRepository experimentRepository, + final ApplicationEventPublisher applicationEventPublisher + ) { this.eventCountRepository = eventCountRepository; this.codesDataRepository = codesDataRepository; this.blockEventRepository = blockEventRepository; @@ -159,6 +152,7 @@ public EventService(final EventCountRepository eventCountRepository, this.participantRepository = participantRepository; this.userRepository = userRepository; this.experimentRepository = experimentRepository; + this.applicationEventPublisher = applicationEventPublisher; } /** @@ -175,7 +169,9 @@ public void saveBlockEvent(final BlockEventDTO blockEventDTO) { if (isParticipant(user, experiment, blockEventDTO.getUser(), blockEventDTO.getExperiment()) && isValidEvent(user, experiment, blockEventDTO.getDate())) { BlockEvent blockEvent = createBlockEvent(blockEventDTO, user, experiment); - blockEventRepository.save(blockEvent); + blockEvent = blockEventRepository.save(blockEvent); + + publishBlockEventUploadMessage(experiment.getId(), blockEvent); } } catch (ConstraintViolationException e) { log.error( @@ -186,6 +182,14 @@ && isValidEvent(user, experiment, blockEventDTO.getDate())) { } } + private void publishBlockEventUploadMessage(final int experimentId, final BlockEvent blockEvent) { + if (blockEvent != null && blockEvent.getCode() != null) { + applicationEventPublisher.publishEvent( + new TestExecutionRequestEvent(this, experimentId, blockEvent.getId()) + ); + } + } + /** * Creates a new click event with the given parameters in the database. * diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ExperimentService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ExperimentService.java index 360c738..7937cc4 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ExperimentService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ExperimentService.java @@ -20,11 +20,15 @@ package de.uni_passau.fim.se2.scratchlog.application.service; import de.uni_passau.fim.se2.scratchlog.application.exception.NotFoundException; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.ExampleSolution; import de.uni_passau.fim.se2.scratchlog.persistence.entity.Experiment; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestSuite; import de.uni_passau.fim.se2.scratchlog.persistence.projection.ExperimentProjection; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.ExampleSolutionRepository; import de.uni_passau.fim.se2.scratchlog.persistence.repository.ExperimentRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestSuiteRepository; import de.uni_passau.fim.se2.scratchlog.web.dto.ExperimentDTO; -import jakarta.persistence.EntityNotFoundException; +import org.jspecify.annotations.Nullable; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.beans.factory.annotation.Autowired; @@ -49,14 +53,19 @@ public class ExperimentService { */ private final ExperimentRepository experimentRepository; - /** - * Constructs an experiment service with the given dependencies. - * - * @param experimentRepository The experiment repository to use. - */ + private final ExampleSolutionRepository exampleSolutionRepository; + + private final TestSuiteRepository testSuiteRepository; + @Autowired - public ExperimentService(final ExperimentRepository experimentRepository) { + public ExperimentService( + final ExperimentRepository experimentRepository, + final ExampleSolutionRepository exampleSolutionRepository, + final TestSuiteRepository testSuiteRepository + ) { this.experimentRepository = experimentRepository; + this.exampleSolutionRepository = exampleSolutionRepository; + this.testSuiteRepository = testSuiteRepository; } /** @@ -169,7 +178,6 @@ public ExperimentDTO changeExperimentStatus(final boolean status, final int id) * @param id The experiment ID. * @param project The sb3 project to upload. * @throws IllegalArgumentException if the passed project is null or the id is invalid. - * @throws NotFoundException if no corresponding experiment could be found. */ @Transactional public void uploadSb3Project(final int id, final byte[] project) { @@ -177,15 +185,87 @@ public void uploadSb3Project(final int id, final byte[] project) { throw new IllegalArgumentException("Cannot upload sb3 project null!"); } - try { - Experiment experiment = experimentRepository.getReferenceById(id); - experiment.setProject(project); - experimentRepository.save(experiment); - } catch (EntityNotFoundException e) { - log.error("Could not find experiment with id {} when trying to upload an sb3 project!", id, e); - throw new NotFoundException("Could not find experiment with id " + id + " when trying to upload an sb3 " - + "project!", e); + Experiment experiment = experimentRepository.getReferenceById(id); + experiment.setProject(project); + experimentRepository.save(experiment); + } + + /** + * Adds an example solution to an experiment. + * + * @param experimentId The id of an experiment. + * @param filename The filename of the example solution file. + * @param exampleSolutionSb3 The SB3 file content. + */ + public void addExampleSolution(final int experimentId, final String filename, final byte[] exampleSolutionSb3) { + if (exampleSolutionSb3 == null) { + throw new IllegalArgumentException("Cannot upload sb3 project null!"); } + + // workaround: At the moment the UI only supports one example solution, + // so we have to ensure only one exists in the database. + // The database schema is already prepared to allow for multiple example + // solutions to allow for future extension. + deleteExampleSolution(experimentId); + + final Experiment experiment = experimentRepository.getReferenceById(experimentId); + + final ExampleSolution solution = new ExampleSolution(); + solution.setExperiment(experiment); + solution.setFilename(filename); + solution.setSb3Project(exampleSolutionSb3); + + exampleSolutionRepository.save(solution); + } + + /** + * Finds the filename of the example solution. + * + * @param experimentId Some experiment id. + * @return The filename of the example solution, if one exists. {@code null} otherwise. + */ + @Nullable + public ExampleSolution getExampleSolution(final int experimentId) { + return exampleSolutionRepository + .findExampleSolutionsByExperiment_Id(experimentId) + .stream() + .findFirst() + .orElse(null); + } + + /** + * Adds a test suite to an experiment. + * + * @param experimentId The id of an experiment. + * @param filename The filename of the test suite file. + * @param testSuite The test suite content. + */ + public void addTestSuite(final int experimentId, final String filename, final String testSuite) { + if (testSuite == null) { + throw new IllegalArgumentException("Cannot upload empty test suite!"); + } + + deleteTestSuite(experimentId); + + final Experiment experiment = experimentRepository.getReferenceById(experimentId); + + final TestSuite suite = new TestSuite(); + suite.setExperiment(experiment); + suite.setFilename(filename); + suite.setTestImplementation(testSuite); + + testSuiteRepository.save(suite); + } + + /** + * Finds the test suite of the experiment. + * + * @param experimentId The ID of an experiment. + * @return The test suite for this experiment, or {@code null} if none exists. + */ + @Nullable + public TestSuite getTestSuite(final int experimentId) { + return testSuiteRepository.getByExperiment_Id(experimentId).orElse(null); } /** @@ -197,15 +277,27 @@ public void uploadSb3Project(final int id, final byte[] project) { */ @Transactional public void deleteSb3Project(final int id) { - try { - Experiment experiment = experimentRepository.getReferenceById(id); - experiment.setProject(null); - experimentRepository.save(experiment); - } catch (EntityNotFoundException e) { - log.error("Could not find experiment with id {} when trying to delete an sb3 project!", id, e); - throw new NotFoundException("Could not find experiment with id " + id + " when trying to delete an sb3 " - + "project!", e); - } + Experiment experiment = experimentRepository.getReferenceById(id); + experiment.setProject(null); + experimentRepository.save(experiment); + } + + /** + * Deletes the example solution(s) of an experiment. + * + * @param id The id of an experiment. + */ + public void deleteExampleSolution(final int id) { + exampleSolutionRepository.deleteExampleSolutionByExperiment_Id(id); + } + + /** + * Deletes the test suite of an experiment. + * + * @param id The id of an experiment. + */ + public void deleteTestSuite(final int id) { + testSuiteRepository.deleteByExperiment_Id(id); } /** diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ParticipantService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ParticipantService.java index 8ac4346..351e232 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ParticipantService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ParticipantService.java @@ -47,6 +47,7 @@ import org.springframework.transaction.annotation.Transactional; import java.time.LocalDateTime; +import java.util.Comparator; import java.util.HashMap; import java.util.List; import java.util.Map; @@ -175,6 +176,43 @@ public List getParticipants(final int experimentId) { .map(this::createParticipantDTO).toList(); } + /** + * Retrieves the ids and usernames of all participants of the experiment with the given id. + * + * @param experimentId The experiment id. + * @return A list of participant ids and usernames. + */ + public List getParticipantNames(final int experimentId) { + Experiment experiment = experimentRepository.getReferenceById(experimentId); + + List participants = participantRepository.findAllByExperiment(experiment); + return sortByIdAsc(participants); + } + + /** + * Retrieves participants of the experiment that made at least one change to the program. + * + * @param experimentId The experiment id. + * @return A list of participant ids and usernames. + */ + public List getActiveParticipantNames(final int experimentId) { + final List participants = participantRepository.findByExperimentWithBlockEvents(experimentId); + return sortByIdAsc(participants); + } + + private List sortByIdAsc(final List participants) { + return participants + .stream() + .map(participant -> new ParticipantIdName( + participant.getUser().getId(), participant.getUser().getUsername() + )) + .sorted(Comparator.comparingInt(ParticipantIdName::id)) + .toList(); + } + + public record ParticipantIdName(int id, String username) { + } + /** * Adds the users participating in the course with the given id as participants to the experiment with the given id. * diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestExecutionService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestExecutionService.java new file mode 100644 index 0000000..937f331 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestExecutionService.java @@ -0,0 +1,188 @@ +package de.uni_passau.fim.se2.scratchlog.application.service; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.BlockEvent; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestCase; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResult; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestSuite; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.BlockEventRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestCaseRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestResultRepository; +import de.uni_passau.fim.se2.scratchlog.spring.events.TestExecutionFinishedEvent; +import de.uni_passau.fim.se2.scratchlog.spring.events.TestExecutionRequestEvent; +import de.uni_passau.fim.se2.scratchlog.spring.configuration.WhiskerConfiguration; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.ApplicationEventPublisher; +import org.springframework.context.annotation.Profile; +import org.springframework.context.event.EventListener; +import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor; +import org.springframework.stereotype.Service; + +import java.util.Collections; +import java.util.List; +import java.util.Optional; +import java.util.Set; + +@Service +@Profile(Constants.PROFILE_WHISKER) +public class TestExecutionService { + + private static final Logger log = LoggerFactory.getLogger(TestExecutionService.class); + + private final ApplicationEventPublisher applicationEventPublisher; + + private final BlockEventRepository blockEventRepository; + + private final ThreadPoolTaskExecutor taskExecutor; + + private final ExperimentService experimentService; + + private final TestCaseRepository testCaseRepository; + + private final TestResultRepository testResultRepository; + + private final WhiskerService whiskerService; + + private final ZipExportService zipExportService; + + @Autowired + public TestExecutionService( + final ApplicationEventPublisher applicationEventPublisher, + final WhiskerConfiguration whiskerConfiguration, + final WhiskerService whiskerService, + final ZipExportService zipExportService, + final ExperimentService experimentService, + final TestResultRepository testResultRepository, + final TestCaseRepository testCaseRepository, + final BlockEventRepository blockEventRepository + ) { + this.whiskerService = whiskerService; + + this.taskExecutor = new ThreadPoolTaskExecutor(); + taskExecutor.setThreadNamePrefix("whisker-executor"); + taskExecutor.setCorePoolSize(whiskerConfiguration.getMaxParallel()); + taskExecutor.setMaxPoolSize(whiskerConfiguration.getMaxParallel()); + taskExecutor.initialize(); + + this.applicationEventPublisher = applicationEventPublisher; + this.blockEventRepository = blockEventRepository; + this.experimentService = experimentService; + this.testCaseRepository = testCaseRepository; + this.testResultRepository = testResultRepository; + this.zipExportService = zipExportService; + } + + /** + * Queues the test execution for a given block event. + * + *

Sends a {@link TestExecutionFinishedEvent} when the test execution has completed. + * + * @param event An application event notifying about a test execution request. + */ + @EventListener + public void queueTestExecution(final TestExecutionRequestEvent event) { + taskExecutor.submit(() -> { + final Optional blockEvent = blockEventRepository.findBlockEventById(event.getBlockEventId()); + if (blockEvent.isEmpty()) { + return; + } + + final List testResults = runTests(event.getExperimentId(), blockEvent.get()); + applicationEventPublisher.publishEvent( + new TestExecutionFinishedEvent(this, blockEvent.get(), testResults) + ); + }); + } + + /** + * Queues the test execution for all block events in the experiment for which we do not yet have test results. + * + * @param experimentId Some experiment. + */ + public void queueTestRuns(final int experimentId) { + final Set blockEventIds = blockEventRepository.findBlockEventIdsWithoutTestResults(experimentId); + log.info("Queueing test execution for {} events in experiment {}.", blockEventIds.size(), experimentId); + blockEventIds + .forEach(eventId -> queueTestExecution(new TestExecutionRequestEvent(this, experimentId, eventId))); + } + + /** + * Queues the test execution for all block events in the experiment. + * + *

Test results for events that already have a test result will be overwritten. + * + * @param experimentId Some experiment. + */ + public void queueTestRunsAll(final int experimentId) { + final Set blockEventIds = blockEventRepository.findBlockEventIdsWithCodeInExercise(experimentId); + log.info( + "Queueing test execution for {} events in experiment {}. Ignoring existing test results.", + blockEventIds.size(), + experimentId + ); + blockEventIds + .forEach(eventId -> queueTestExecution(new TestExecutionRequestEvent(this, experimentId, eventId))); + } + + /** + * Executes the tests for the program produced by the given block event. + * + * @param experimentId The experiment the event was produced in. + * @param event A block event. + * @return The results for the individual test cases. An empty list in case the tests could not be executed. + */ + private List runTests(final int experimentId, final BlockEvent event) { + final byte[] sb3 = zipExportService.exportSb3ForEvent(experimentId, event.getId()); + final TestSuite testSuite = experimentService.getTestSuite(experimentId); + + if (testSuite == null || sb3.length == 0) { + // nothing to do here, we need both to be able to run the tests + log.debug("Skipping test execution, conditions not met: {}, {}", testSuite, sb3.length); + return Collections.emptyList(); + } + + final WhiskerService.WhiskerApiResponse result = whiskerService.runTests( + sb3, testSuite.getTestImplementation() + ); + if (result != null) { + return saveTestResults(testSuite, event, result); + } else { + log.debug("Whisker test execution failed (experiment={}, event={}).", experimentId, event.getId()); + } + + return Collections.emptyList(); + } + + private List saveTestResults( + final TestSuite testSuite, + final BlockEvent blockEvent, + final WhiskerService.WhiskerApiResponse response + ) { + final List testResults = response.testResult().stream().map(result -> { + final TestResult testResult = new TestResult(); + testResult.setTestCase(getRelevantTestCase(testSuite, result.name())); + testResult.setProject(blockEvent); + testResult.setResult(result.result()); + return testResult; + }).toList(); + + testResultRepository.deleteAllByProject_Id(blockEvent.getId()); + return testResultRepository.saveAll(testResults); + } + + private TestCase getRelevantTestCase(final TestSuite testSuite, final String testName) { + return testSuite + .getTestCases() + .stream() + .filter(t -> testName.equals(t.getName())) + .findAny() + .orElseGet(() -> { + final TestCase testCase = new TestCase(); + testCase.setTestSuite(testSuite); + testCase.setName(testName); + return testCaseRepository.save(testCase); + }); + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestFitnessService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestFitnessService.java new file mode 100644 index 0000000..29d2d0d --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestFitnessService.java @@ -0,0 +1,105 @@ +package de.uni_passau.fim.se2.scratchlog.application.service; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResultState; +import de.uni_passau.fim.se2.scratchlog.persistence.projection.TestCaseCountSummary; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestResultRepository; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.stereotype.Service; + +import java.util.Collections; +import java.util.EnumMap; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.Optional; +import java.util.Set; + +@Service +public class TestFitnessService { + + private final TestResultRepository testResultRepository; + + @Autowired + public TestFitnessService(final TestResultRepository testResultRepository) { + this.testResultRepository = testResultRepository; + } + + /** + * Computes the test fitness of a program. + * + *

Assumes a test result already exists in the database for this project. + * + *

The test fitness is defined as {@code (#passed tests)/(#total tests in the test suite)}. A program that + * passes all tests therefore has a fitness of {@code 1} and one that fails all tests a fitness of {@code 0}. + * + * @param blockEventId The id of the event that created the program. + * @return The test fitness in range {@code [0, 1]} if it could be computed. + */ + public Optional getTestFitness(final int blockEventId) { + final List summary = testResultRepository.getTestResultSummaries(Set.of(blockEventId)); + if (summary.isEmpty()) { + return Optional.empty(); + } + + final Map testResultStateCounts = processSummaries(summary).get(blockEventId); + return computeFitness(testResultStateCounts); + } + + /** + * Computes the test fitnesses of a set of programs. + * + *

Assumes test results already exists in the database for these projects. Projects without test results are + * skipped and thus absent from the resulting fitness map. + * + *

For a definition of how the fitness is computed, see {@link #getTestFitness(int)}. + * + * @param blockEventIds The ids of the events that created the programs. + * @return The block event IDs mapped to test fitnesses with values in range {@code [0, 1]}. May not contain entries + * for all input IDs since the fitness cannot be computed if there are no test results yet. + */ + public Map getTestFitnesses(final Set blockEventIds) { + final List summary = testResultRepository.getTestResultSummaries(blockEventIds); + if (summary.isEmpty()) { + return Collections.emptyMap(); + } + + final var summaryCounts = processSummaries(summary); + + final Map fitnesses = new HashMap<>(); + summaryCounts.forEach((blockEventId, testResults) -> { + computeFitness(testResults).ifPresent(fitness -> fitnesses.put(blockEventId, fitness)); + }); + + return fitnesses; + } + + private Optional computeFitness(final Map testResultStateCounts) { + final long totalTests = testResultStateCounts.values().stream().mapToLong(c -> c).sum(); + if (totalTests == 0) { + // should not be possible, since only positive values are even added to the map + // safety against division by zero below + return Optional.empty(); + } + + final long passedTests = testResultStateCounts.getOrDefault(TestResultState.PASS, 0L); + + return Optional.of(passedTests / (double) totalTests); + } + + private Map> processSummaries(final List summaries) { + final Map> results = new HashMap<>(); + + for (final TestCaseCountSummary summary : summaries) { + results.compute(summary.blockEventId(), (k, v) -> { + if (v == null) { + v = new EnumMap<>(TestResultState.class); + } + v.put(summary.result(), summary.count()); + + return v; + }); + } + + return results; + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestResultService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestResultService.java new file mode 100644 index 0000000..85a3d3e --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/TestResultService.java @@ -0,0 +1,84 @@ +package de.uni_passau.fim.se2.scratchlog.application.service; + +import de.uni_passau.fim.se2.scratchlog.application.service.dto.ExperimentTestResults; +import de.uni_passau.fim.se2.scratchlog.application.service.dto.UserProgramTestResults; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestCase; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResult; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResultState; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.BlockEventRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.Project; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestCaseRepository; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.TestResultRepository; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.stereotype.Service; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.stream.Collectors; + +@Service +public class TestResultService { + + private final TestResultRepository testResultRepository; + + private final TestCaseRepository testCaseRepository; + + private final BlockEventRepository blockEventRepository; + + @Autowired + public TestResultService( + final TestResultRepository testResultRepository, + final TestCaseRepository testCaseRepository, + final BlockEventRepository blockEventRepository + ) { + this.testResultRepository = testResultRepository; + this.testCaseRepository = testCaseRepository; + this.blockEventRepository = blockEventRepository; + } + + /** + * Retrieves the test results of the latest programs of all users in the course. + * + *

Assumes the tests have already run. Does not trigger a test execution. + * + * @param experimentId Some experiment. + * @return The test results of the latest program of each user. + */ + public ExperimentTestResults getLatestTestResults(final int experimentId) { + final List latestProjects = blockEventRepository.findLastPerUserInExperiment(experimentId); + final Map> testResultsPerProject = testResultRepository + .findAllByProjectIdIn(latestProjects.stream().map(Project::id).collect(Collectors.toSet())) + .stream() + .collect(Collectors.groupingBy(result -> result.getProject().getId())); + + final List testResults = new ArrayList<>(); + + for (final Project project : latestProjects) { + final List testResultsForProject = testResultsPerProject.get(project.id()); + if (testResultsForProject == null) { + continue; + } + + final Map testCaseResults = testResultsForProject + .stream() + .collect(Collectors.toMap(r -> r.getTestCase().getName(), TestResult::getResult)); + + testResults.add(new UserProgramTestResults( + project.userId(), + project.username(), + project.id(), + testCaseResults + )); + } + + final List testNames = testCaseRepository + .findTestCasesUsedInExperiment(experimentId) + .stream() + .map(TestCase::getName) + .toList(); + + return new ExperimentTestResults(experimentId, testNames, testResults); + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/WhiskerService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/WhiskerService.java new file mode 100644 index 0000000..fc333e5 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/WhiskerService.java @@ -0,0 +1,70 @@ +package de.uni_passau.fim.se2.scratchlog.application.service; + +import com.fasterxml.jackson.annotation.JsonValue; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResultState; +import de.uni_passau.fim.se2.scratchlog.spring.configuration.WhiskerConfiguration; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.jspecify.annotations.Nullable; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.annotation.Profile; +import org.springframework.core.io.ByteArrayResource; +import org.springframework.core.io.Resource; +import org.springframework.stereotype.Service; +import org.springframework.util.LinkedMultiValueMap; +import org.springframework.util.MultiValueMap; +import org.springframework.web.client.RestClient; +import org.springframework.web.client.RestClientResponseException; + +import java.nio.charset.StandardCharsets; +import java.util.List; + +@Service +@Profile(Constants.PROFILE_WHISKER) +public class WhiskerService { + + private static final Logger log = LoggerFactory.getLogger(WhiskerService.class); + + private final WhiskerConfiguration whiskerConfiguration; + + private final RestClient restClient; + + @Autowired + public WhiskerService(final WhiskerConfiguration whiskerConfiguration) { + this.whiskerConfiguration = whiskerConfiguration; + this.restClient = RestClient.create(); + } + + /** + * Calls the external Whisker API to run the test suite for the given project. + * + * @param projectSb3 A Scratch project in SB3 format. + * @param testSuite A Whisker test suite. + * @return The test case execution results. + */ + @Nullable + WhiskerApiResponse runTests(final byte[] projectSb3, final String testSuite) { + final MultiValueMap body = new LinkedMultiValueMap<>(); + body.add("project", new ByteArrayResource(projectSb3)); + body.add("testsuite", new ByteArrayResource(testSuite.getBytes(StandardCharsets.UTF_8))); + + try { + return restClient + .post() + .uri(whiskerConfiguration.getBaseUrl().resolve("/test")) + .body(body) + .retrieve() + .body(WhiskerApiResponse.class); + } catch (RestClientResponseException e) { + log.warn("The Whisker API could not process our request.", e); + return null; + } + } + + public record WhiskerApiResponse(@JsonValue List testResult) { + } + + public record WhiskerTestResult(String name, int index, TestResultState result) { + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ZipExportService.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ZipExportService.java index 00d75ed..ba61fd0 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ZipExportService.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/ZipExportService.java @@ -25,6 +25,7 @@ import de.uni_passau.fim.se2.scratchlog.persistence.projection.BlockEventJSONProjection; import de.uni_passau.fim.se2.scratchlog.persistence.projection.BlockEventXMLProjection; import de.uni_passau.fim.se2.scratchlog.persistence.projection.ExperimentProjection; +import de.uni_passau.fim.se2.scratchlog.persistence.repository.BlockEventRepository; import de.uni_passau.fim.se2.scratchlog.persistence.repository.UserRepository; import de.uni_passau.fim.se2.scratchlog.web.dto.FileDTO; import de.uni_passau.fim.se2.scratchlog.web.dto.ParticipantDTO; @@ -55,6 +56,8 @@ public class ZipExportService { private static final Logger log = LoggerFactory.getLogger(ZipExportService.class); + private final BlockEventRepository blockEventRepository; + private final CodeService codeService; private final ExperimentService experimentService; @@ -70,12 +73,38 @@ public ZipExportService( final ExperimentService experimentService, final FileService fileService, final ParticipantService participantService, - final UserRepository userRepository) { + final UserRepository userRepository, + final BlockEventRepository blockEventRepository + ) { this.codeService = codeService; this.experimentService = experimentService; this.fileService = fileService; this.participantService = participantService; this.userRepository = userRepository; + this.blockEventRepository = blockEventRepository; + } + + /** + * Exports the SB3 archive for a single event. + * + * @param experimentId The experiment the event was generated in. + * @param eventId The event id. + * @return The bytes of the SB3 archive, or an empty array in case no event was found. + */ + public byte[] exportSb3ForEvent(final int experimentId, final int eventId) { + final Optional userId = blockEventRepository.getCreatorIdOfEvent(eventId); + if (userId.isEmpty()) { + return new byte[0]; + } + + final ByteArrayOutputStream baos = new ByteArrayOutputStream(); + try { + exportSb3ForEvent(baos, experimentId, userId.get(), eventId); + } catch (IOException e) { + return new byte[0]; + } + + return baos.toByteArray(); } /** diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/ExperimentTestResults.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/ExperimentTestResults.java new file mode 100644 index 0000000..5c91693 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/ExperimentTestResults.java @@ -0,0 +1,17 @@ +package de.uni_passau.fim.se2.scratchlog.application.service.dto; + +import java.util.List; + +/** + * Collection of test results for the users in an experiment. + * + * @param exerciseId The experiment. + * @param testCaseNames The names of the test cases. + * @param userProgramTestResults The test results for user programs. + */ +public record ExperimentTestResults( + int exerciseId, + List testCaseNames, + List userProgramTestResults +) { +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/UserProgramTestResults.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/UserProgramTestResults.java new file mode 100644 index 0000000..e709a64 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/UserProgramTestResults.java @@ -0,0 +1,21 @@ +package de.uni_passau.fim.se2.scratchlog.application.service.dto; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResultState; + +import java.util.Map; + +/** + * The test results for a user program. + * + * @param userId The ID of a user. + * @param username The name of a user. + * @param blockEventId The ID of the block event (ie program) these test results are for. + * @param testResults A map of test case name to result. + */ +public record UserProgramTestResults( + int userId, + String username, + int blockEventId, + Map testResults +) { +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/package-info.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/package-info.java new file mode 100644 index 0000000..b85a11c --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/application/service/dto/package-info.java @@ -0,0 +1 @@ +package de.uni_passau.fim.se2.scratchlog.application.service.dto; diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/ExampleSolution.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/ExampleSolution.java new file mode 100644 index 0000000..e69c76f --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/ExampleSolution.java @@ -0,0 +1,39 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.entity; + +import jakarta.persistence.Column; +import jakarta.persistence.Entity; +import jakarta.persistence.FetchType; +import jakarta.persistence.GeneratedValue; +import jakarta.persistence.GenerationType; +import jakarta.persistence.Id; +import jakarta.persistence.JoinColumn; +import jakarta.persistence.ManyToOne; +import jakarta.persistence.Table; +import lombok.AllArgsConstructor; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; + +@Setter +@Getter +@AllArgsConstructor +@NoArgsConstructor +@Entity +@Table(name = "example_solution") +public class ExampleSolution { + + @Id + @GeneratedValue(strategy = GenerationType.IDENTITY) + @Column(name = "id") + private Integer id; + + @ManyToOne(fetch = FetchType.LAZY) + @JoinColumn(name = "experiment_id", referencedColumnName = "id") + private Experiment experiment; + + @Column(name = "filename") + private String filename; + + @Column(name = "sb3_project") + private byte[] sb3Project; +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestCase.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestCase.java new file mode 100644 index 0000000..46d3983 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestCase.java @@ -0,0 +1,36 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.entity; + +import jakarta.persistence.Column; +import jakarta.persistence.Entity; +import jakarta.persistence.FetchType; +import jakarta.persistence.GeneratedValue; +import jakarta.persistence.GenerationType; +import jakarta.persistence.Id; +import jakarta.persistence.JoinColumn; +import jakarta.persistence.ManyToOne; +import jakarta.persistence.Table; +import lombok.AllArgsConstructor; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; + +@Entity +@Table(name = "test_case") +@Setter +@Getter +@AllArgsConstructor +@NoArgsConstructor +public class TestCase { + + @Id + @GeneratedValue(strategy = GenerationType.IDENTITY) + @Column(name = "id") + private Integer id; + + @ManyToOne(fetch = FetchType.LAZY) + @JoinColumn(name = "test_suite_id", referencedColumnName = "id") + private TestSuite testSuite; + + @Column(name = "name") + private String name; +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResult.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResult.java new file mode 100644 index 0000000..8c2ae96 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResult.java @@ -0,0 +1,43 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.entity; + +import jakarta.persistence.Column; +import jakarta.persistence.Entity; +import jakarta.persistence.EnumType; +import jakarta.persistence.Enumerated; +import jakarta.persistence.FetchType; +import jakarta.persistence.GeneratedValue; +import jakarta.persistence.GenerationType; +import jakarta.persistence.Id; +import jakarta.persistence.JoinColumn; +import jakarta.persistence.ManyToOne; +import jakarta.persistence.Table; +import lombok.AllArgsConstructor; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; + +@Entity +@Table(name = "test_result") +@Setter +@Getter +@AllArgsConstructor +@NoArgsConstructor +public class TestResult { + + @Id + @GeneratedValue(strategy = GenerationType.IDENTITY) + @Column(name = "id") + private Integer id; + + @ManyToOne(fetch = FetchType.LAZY) + @JoinColumn(name = "test_case_id", referencedColumnName = "id") + private TestCase testCase; + + @ManyToOne(fetch = FetchType.LAZY) + @JoinColumn(name = "project_id", referencedColumnName = "id") + private BlockEvent project; + + @Column(name = "result") + @Enumerated(EnumType.STRING) + private TestResultState result; +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResultState.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResultState.java new file mode 100644 index 0000000..da6622d --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestResultState.java @@ -0,0 +1,34 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.entity; + +import com.fasterxml.jackson.annotation.JsonValue; + +public enum TestResultState { + + /** + * A passing test case. + */ + PASS("pass"), + /** + * A failed test case. + */ + FAIL("fail"), + /** + * A test case that resulted in a crash. + */ + ERROR("error"), + /** + * A skipped test case. + */ + SKIP("skip"); + + private final String key; + + TestResultState(final String key) { + this.key = key; + } + + @JsonValue + public String getKey() { + return key; + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestSuite.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestSuite.java new file mode 100644 index 0000000..8f8815e --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/entity/TestSuite.java @@ -0,0 +1,51 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.entity; + +import jakarta.persistence.CascadeType; +import jakarta.persistence.Column; +import jakarta.persistence.Entity; +import jakarta.persistence.FetchType; +import jakarta.persistence.GeneratedValue; +import jakarta.persistence.GenerationType; +import jakarta.persistence.Id; +import jakarta.persistence.JoinColumn; +import jakarta.persistence.ManyToOne; +import jakarta.persistence.OneToMany; +import jakarta.persistence.Table; +import lombok.AllArgsConstructor; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; + +import java.util.Set; + +@Entity +@Table(name = "test_suite") +@Setter +@Getter +@AllArgsConstructor +@NoArgsConstructor +public class TestSuite { + + @Id + @GeneratedValue(strategy = GenerationType.IDENTITY) + @Column(name = "id") + private Integer id; + + @ManyToOne(fetch = FetchType.LAZY) + @JoinColumn(name = "experiment_id", referencedColumnName = "id") + private Experiment experiment; + + @Column(name = "filename") + private String filename; + + @Column(name = "test_implementation") + private String testImplementation; + + @OneToMany( + mappedBy = "testSuite", + orphanRemoval = true, + cascade = CascadeType.ALL, + fetch = FetchType.EAGER + ) + private Set testCases; +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/projection/TestCaseCountSummary.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/projection/TestCaseCountSummary.java new file mode 100644 index 0000000..373da1a --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/projection/TestCaseCountSummary.java @@ -0,0 +1,6 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.projection; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResultState; + +public record TestCaseCountSummary(int blockEventId, TestResultState result, long count) { +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/BlockEventRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/BlockEventRepository.java index f9fa6d5..24ae0e0 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/BlockEventRepository.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/BlockEventRepository.java @@ -30,8 +30,11 @@ import org.springframework.data.domain.Page; import org.springframework.data.domain.Pageable; import org.springframework.data.jpa.repository.JpaRepository; +import org.springframework.data.jpa.repository.Query; import java.util.List; +import java.util.Optional; +import java.util.Set; import java.util.stream.Stream; /** @@ -39,6 +42,8 @@ */ public interface BlockEventRepository extends JpaRepository { + List event(BlockEventSpecific event); + /** * Returns all xml data with the corresponding id of the block event saved for the given user in the given * experiment, if any exist. The returned list is sorted ascendingly by date. @@ -92,6 +97,8 @@ Page findAllByUserAndExperimentAndXmlIsNotNull(User user, List findAllByUserAndExperimentAndEvent(User user, Experiment experiment, BlockEventSpecific event); + Optional findBlockEventById(int blockEventId); + /** * Returns a {@link BlockEventJSONProjection} containing the last non-null JSON code that was saved for the given * user during the given experiment. @@ -103,4 +110,66 @@ List findAllByUserAndExperimentAndEvent(User user, Experiment e BlockEventJSONProjection findFirstByUserAndExperimentAndCodeIsNotNullOrderByDateDesc(User user, Experiment experiment); + @Query(""" + with latest_events as ( + select be2.user.id as user_id, max(be2.id) as id, max(be2.date) as date + from BlockEvent be2 + where be2.code is not null + and be2.experiment.id = :experimentId + group by be2.user.id + ) + select new de.uni_passau.fim.se2.scratchlog.persistence.repository.Project( + be.id, be.user.id, be.user.username, be.code + ) + from BlockEvent be, latest_events e + where be.experiment.id = :experimentId + and be.id = e.id + and be.user.id = e.user_id + and be.date = e.date + """) + List findLastPerUserInExperiment(int experimentId); + + @Query(""" + select be.user.id + from BlockEvent be + where be.id = :eventId + """) + Optional getCreatorIdOfEvent(int eventId); + + /** + * Finds all block events in the experiment that do not yet have test results. + * + *

Block events that do not have associated {@link BlockEvent::getCode} are ignored. + * + * @param experimentId Some experiment. + * @return The IDs of all block events with code but without test results in the experiment. + */ + // implementation note `order by be.id desc`: run tests for latest projects first, then backfill with older ones + @Query(""" + select distinct be.id + from BlockEvent be + where be.code is not null + and be.experiment.id = :experimentId + and be.id not in ( + select distinct tr.project.id + from TestResult tr + where tr.testCase.testSuite.experiment.id = :experimentId + ) + order by be.id desc + """) + Set findBlockEventIdsWithoutTestResults(int experimentId); + + /** + * Finds all block events in the experiment which contain code. + * + * @param experimentId Some experiment. + * @return The IDs of all block events with code in the experiment. + */ + @Query(""" + select distinct be.id + from BlockEvent be + where be.code is not null + and be.experiment.id = :experimentId + """) + Set findBlockEventIdsWithCodeInExercise(int experimentId); } diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExampleSolutionRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExampleSolutionRepository.java new file mode 100644 index 0000000..ef141df --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExampleSolutionRepository.java @@ -0,0 +1,15 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.repository; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.ExampleSolution; +import jakarta.transaction.Transactional; +import org.springframework.data.jpa.repository.JpaRepository; + +import java.util.List; + +public interface ExampleSolutionRepository extends JpaRepository { + + @Transactional + void deleteExampleSolutionByExperiment_Id(int experimentId); + + List findExampleSolutionsByExperiment_Id(int experimentId); +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExperimentRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExperimentRepository.java index 04b7720..286cb82 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExperimentRepository.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ExperimentRepository.java @@ -208,4 +208,10 @@ List findExperimentResults(@Param("query") String que + " p.experiment_id = e.id WHERE p.user_id = :participant") int getParticipantPageCount(@Param("participant") int userId); + @Query(""" + select e.project + from Experiment e + where e.id = :experimentId + """) + byte[] getExperimentStarterProject(int experimentId); } diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ParticipantRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ParticipantRepository.java index c79f687..ce03e02 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ParticipantRepository.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/ParticipantRepository.java @@ -26,6 +26,7 @@ import org.springframework.data.domain.Page; import org.springframework.data.domain.Pageable; import org.springframework.data.jpa.repository.JpaRepository; +import org.springframework.data.jpa.repository.Query; import java.time.LocalDateTime; import java.util.List; @@ -105,4 +106,17 @@ public interface ParticipantRepository extends JpaRepository findAllByEndIsNullAndUser(User user); + @Query(""" + select p + from Participant p + where p.experiment.id = :experimentId + and exists ( + select be.user.id + from BlockEvent be + where be.experiment.id = :experimentId + and be.code is not null + and p.user.id = be.user.id + ) + """) + List findByExperimentWithBlockEvents(int experimentId); } diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/Project.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/Project.java new file mode 100644 index 0000000..587932c --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/Project.java @@ -0,0 +1,12 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.repository; + +/** + * Represents a Scratch project JSON. + * + * @param id The ID of the block event that resulted in this project. + * @param userId The ID of the user that created this project. + * @param username The name of the user that created this project. + * @param projectJson The project JSON. + */ +public record Project(int id, int userId, String username, String projectJson) { +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestCaseRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestCaseRepository.java new file mode 100644 index 0000000..39ce5cf --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestCaseRepository.java @@ -0,0 +1,19 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.repository; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestCase; +import org.springframework.data.jpa.repository.JpaRepository; +import org.springframework.data.jpa.repository.Query; + +import java.util.List; + +public interface TestCaseRepository extends JpaRepository { + + @Query(""" + select distinct tr.testCase + from TestResult tr + where tr.testCase.testSuite.experiment.id = :experimentId + order by tr.testCase.name + """) + List findTestCasesUsedInExperiment(int experimentId); + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestResultRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestResultRepository.java new file mode 100644 index 0000000..d57726f --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestResultRepository.java @@ -0,0 +1,41 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.repository; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResult; +import de.uni_passau.fim.se2.scratchlog.persistence.projection.TestCaseCountSummary; +import org.springframework.data.jpa.repository.EntityGraph; +import org.springframework.data.jpa.repository.JpaRepository; +import org.springframework.data.jpa.repository.Modifying; +import org.springframework.data.jpa.repository.Query; +import org.springframework.transaction.annotation.Transactional; + +import java.util.List; +import java.util.Set; + +public interface TestResultRepository extends JpaRepository { + + @Modifying + @Transactional + void deleteAllByProject_Id(int projectId); + + @EntityGraph(attributePaths = {"testCase"}) + List findAllByProjectIdIn(Set projectIds); + + /** + * Counts how many test case results exist for the given block events. + * + * @param blockEventIds Some block events. + * @return The number of test case results grouped by block event and kind of result. + */ + @Query(""" + select new de.uni_passau.fim.se2.scratchlog.persistence.projection.TestCaseCountSummary( + t.project.id, + t.result, + count(*) + ) + from TestResult t + where t.project.id in :blockEventIds + group by t.project.id, t.result + """) + List getTestResultSummaries(Set blockEventIds); + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestSuiteRepository.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestSuiteRepository.java new file mode 100644 index 0000000..8227b02 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/persistence/repository/TestSuiteRepository.java @@ -0,0 +1,14 @@ +package de.uni_passau.fim.se2.scratchlog.persistence.repository; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestSuite; +import org.springframework.data.jpa.repository.JpaRepository; + +import java.util.Optional; + +public interface TestSuiteRepository extends JpaRepository { + + Optional getByExperiment_Id(int experimentId); + + void deleteByExperiment_Id(int experimentId); + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/CodeEmbeddingConfiguration.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/CodeEmbeddingConfiguration.java new file mode 100644 index 0000000..cf16f03 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/CodeEmbeddingConfiguration.java @@ -0,0 +1,16 @@ +package de.uni_passau.fim.se2.scratchlog.spring.configuration; + +import lombok.Getter; +import lombok.Setter; + +import java.net.URI; + +@Getter +@Setter +public class CodeEmbeddingConfiguration { + + private String model; + + private URI embeddingConnectorUrl; + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/ConfigurationPropertiesFactory.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/ConfigurationPropertiesFactory.java new file mode 100644 index 0000000..0520039 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/ConfigurationPropertiesFactory.java @@ -0,0 +1,35 @@ +package de.uni_passau.fim.se2.scratchlog.spring.configuration; + +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.springframework.boot.context.properties.ConfigurationProperties; +import org.springframework.context.annotation.Bean; +import org.springframework.context.annotation.Configuration; +import org.springframework.context.annotation.Profile; + +@Configuration +@Profile("!test") +public class ConfigurationPropertiesFactory { + + /** + * Automatically provided code embedding model configuration. + * @return The configuration + */ + @Bean + @Profile(Constants.PROFILE_CODE_EMBEDDINGS) + @ConfigurationProperties(prefix = "code-embeddings") + public CodeEmbeddingConfiguration codeEmbeddingConfiguration() { + return new CodeEmbeddingConfiguration(); + } + + /** + * Automatically provided Whisker configuration. + * @return The configuration + */ + @Bean + @Profile(Constants.PROFILE_WHISKER) + @ConfigurationProperties(prefix = "whisker") + public WhiskerConfiguration whiskerConfiguration() { + return new WhiskerConfiguration(); + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/WhiskerConfiguration.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/WhiskerConfiguration.java new file mode 100644 index 0000000..ff57ee5 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/configuration/WhiskerConfiguration.java @@ -0,0 +1,16 @@ +package de.uni_passau.fim.se2.scratchlog.spring.configuration; + +import lombok.Getter; +import lombok.Setter; + +import java.net.URI; + +@Getter +@Setter +public class WhiskerConfiguration { + + private URI baseUrl; + + private int maxParallel = 1; + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionFinishedEvent.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionFinishedEvent.java new file mode 100644 index 0000000..3b379e3 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionFinishedEvent.java @@ -0,0 +1,27 @@ +package de.uni_passau.fim.se2.scratchlog.spring.events; + +import de.uni_passau.fim.se2.scratchlog.persistence.entity.BlockEvent; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestResult; +import lombok.Getter; +import org.springframework.context.ApplicationEvent; + +import java.util.List; + +@Getter +public class TestExecutionFinishedEvent extends ApplicationEvent { + + private final BlockEvent blockEvent; + + private final List testResults; + + public TestExecutionFinishedEvent( + final Object source, + final BlockEvent blockEvent, + final List testResults + ) { + super(source); + + this.blockEvent = blockEvent; + this.testResults = testResults; + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionRequestEvent.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionRequestEvent.java new file mode 100644 index 0000000..a5dc6b9 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/TestExecutionRequestEvent.java @@ -0,0 +1,20 @@ +package de.uni_passau.fim.se2.scratchlog.spring.events; + +import lombok.Getter; +import org.springframework.context.ApplicationEvent; + +@Getter +public class TestExecutionRequestEvent extends ApplicationEvent { + + private final int experimentId; + + private final int blockEventId; + + public TestExecutionRequestEvent(final Object source, final int experimentId, final int blockEventId) { + super(source); + + this.experimentId = experimentId; + this.blockEventId = blockEventId; + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/package-info.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/package-info.java new file mode 100644 index 0000000..8dfa078 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/spring/events/package-info.java @@ -0,0 +1 @@ +package de.uni_passau.fim.se2.scratchlog.spring.events; diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/util/ApplicationProperties.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/util/ApplicationProperties.java index 3674724..efa942b 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/util/ApplicationProperties.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/util/ApplicationProperties.java @@ -131,6 +131,24 @@ public boolean useSamlAuthentication() { return springProfiles.contains("saml2"); } + /** + * Checks if the code embeddings feature is enabled. + * + * @return True, if enabled. + */ + public boolean codeEmbeddingsActive() { + return springProfiles.contains(Constants.PROFILE_CODE_EMBEDDINGS); + } + + /** + * Checks if the Whisker feature is enabled. + * + * @return True, if enabled. + */ + public boolean whiskerActive() { + return springProfiles.contains(Constants.PROFILE_WHISKER); + } + @Override public final String toString() { return "ApplicationProperties{" diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/util/Constants.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/util/Constants.java index 25ef3c4..24f4505 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/util/Constants.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/util/Constants.java @@ -147,4 +147,14 @@ private Constants() { */ public static final Language DEFAULT_LANGUAGE = Language.GERMAN; + /** + * The Spring profile name for the code embeddings feature. + */ + public static final String PROFILE_CODE_EMBEDDINGS = "embeddings"; + + /** + * The Spring profile name for the Whisker integration feature. + */ + public static final String PROFILE_WHISKER = "whisker"; + } diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/DashboardRestController.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/DashboardRestController.java index 9aa94e9..7188541 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/DashboardRestController.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/DashboardRestController.java @@ -20,6 +20,7 @@ package de.uni_passau.fim.se2.scratchlog.web.controller; import de.uni_passau.fim.se2.scratchlog.application.service.DashboardService; +import de.uni_passau.fim.se2.scratchlog.application.service.ParticipantService; import de.uni_passau.fim.se2.scratchlog.util.enums.BlockEventSpecific; import de.uni_passau.fim.se2.scratchlog.util.enums.ClickEventSpecific; import de.uni_passau.fim.se2.scratchlog.util.enums.ResourceEventSpecific; @@ -43,6 +44,8 @@ public class DashboardRestController { */ private final DashboardService dashboardService; + private final ParticipantService participantService; + /** * String corresponding to the id request parameter. */ @@ -58,14 +61,12 @@ public class DashboardRestController { */ private static final String EVENT = "event"; - /** - * Constructs a new dashboard REST controller with the given dependencies. - * - * @param dashboardService The {@link DashboardService} to use. - */ @Autowired - public DashboardRestController(final DashboardService dashboardService) { + public DashboardRestController( + final DashboardService dashboardService, final ParticipantService participantService + ) { this.dashboardService = dashboardService; + this.participantService = participantService; } /** @@ -89,8 +90,8 @@ public DashboardService.ExperimentDataDto getExperimentData(@RequestParam(ID) fi * @throws IllegalArgumentException if the passed id is invalid. */ @GetMapping("/participants") - public List getParticipantData(@RequestParam(ID) final int experimentId) { - return dashboardService.getParticipants(experimentId); + public List getParticipantData(@RequestParam(ID) final int experimentId) { + return participantService.getParticipantNames(experimentId); } /** diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingController.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingController.java new file mode 100644 index 0000000..96bf1e6 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingController.java @@ -0,0 +1,82 @@ +package de.uni_passau.fim.se2.scratchlog.web.controller; + +import de.uni_passau.fim.se2.scratchlog.application.service.EmbeddingModelService; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.annotation.Profile; +import org.springframework.web.bind.annotation.GetMapping; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RequestParam; +import org.springframework.web.bind.annotation.RestController; + +import java.io.IOException; +import java.util.Set; + +@RestController +@RequestMapping("/embeddings/") +@Profile(Constants.PROFILE_CODE_EMBEDDINGS) +public class EmbeddingController { + + private final EmbeddingModelService embeddingModelService; + + @Autowired + public EmbeddingController(final EmbeddingModelService embeddingModelService) { + this.embeddingModelService = embeddingModelService; + } + + /** + * Computes the progress-variance-projection for the given experiment. + * + *

For all participants in the experiment and their latest code change. + * + * @param experimentId The experiment id. + * @return The progress-variance projection. + * @throws IOException In case the example/solution projects cannot be parsed. + */ + @GetMapping("/progress-variance-projection/all/latest") + public EmbeddingModelService.ProgramProjection2D getProgressVarianceProjectionAllLatest( + @RequestParam("experimentId") final int experimentId + ) throws IOException { + return embeddingModelService.getProgressVarianceProjectionAllLatest(experimentId); + } + + /** + * Computes the progress-variance-projection for the given experiment. + * + *

As a timeline of program states of all given users in the experiment. + * + * @param experimentId The experiment id. + * @param userIds The set of users for which the progression timeline should be generated. + * @param stepMinutes The step in minutes between program states. + * @return The progress-variance projection. + * @throws IOException In case the example/solution projects cannot be parsed. + */ + @GetMapping("/progress-variance-projection/timeline") + public EmbeddingModelService.ProgramProjection2D getProgressVarianceProjectionOverTime( + @RequestParam("experimentId") final int experimentId, + @RequestParam(value = "userIds", defaultValue = "") final Set userIds, + @RequestParam(value = "stepMinutes", defaultValue = "1") final int stepMinutes + ) throws IOException { + return embeddingModelService.getProgressVarianceProjectionForUsers(experimentId, userIds, stepMinutes); + } + + /** + * Fetches the embedding and test distances for the latest project of all users in the experiment. + * + *

The resulting datapoints will have the test distance on the x-Axis (0th list element) and the embedding + * distance as y-Axis (1st element). + * + *

Requires the {@link Constants#PROFILE_WHISKER} profile to be active. + * + * @param experimentId Some experiment. + * @return For each user a datapoint representing the latest project’s test and embedding distances. + * @throws IOException In case the solution project cannot be parsed. + */ + @GetMapping("/embedding-test-distance/all/latest") + public EmbeddingModelService.ProgramProjection2D getTestVsEmbeddingDistanceAllLatest( + @RequestParam("experimentId") final int experimentId + ) throws IOException { + return embeddingModelService.getEmbeddingVsTestDistanceLatestProjects(experimentId); + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingDashboardController.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingDashboardController.java new file mode 100644 index 0000000..a9250df --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/EmbeddingDashboardController.java @@ -0,0 +1,39 @@ +package de.uni_passau.fim.se2.scratchlog.web.controller; + +import de.uni_passau.fim.se2.scratchlog.application.service.ParticipantService; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.security.access.annotation.Secured; +import org.springframework.stereotype.Controller; +import org.springframework.ui.Model; +import org.springframework.web.bind.annotation.GetMapping; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RequestParam; + +@Controller +@RequestMapping("/embedding-dashboard") +public class EmbeddingDashboardController { + + private final ParticipantService participantService; + + @Autowired + public EmbeddingDashboardController(final ParticipantService participantService) { + this.participantService = participantService; + } + + /** + * Model init for the embedding dashboard page. + * + * @param experimentId The experiment id. + * @param model The view model. + * @return Redirect to the embedding dashboard page. + */ + @GetMapping("") + @Secured(Constants.ROLE_ADMIN) + public String getDashboard(@RequestParam("id") final int experimentId, final Model model) { + model.addAttribute("experiment", experimentId); + model.addAttribute("participants", participantService.getActiveParticipantNames(experimentId)); + + return "embedding-dashboard"; + } +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/ExperimentController.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/ExperimentController.java index b59d78d..0205dc6 100644 --- a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/ExperimentController.java +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/ExperimentController.java @@ -29,8 +29,10 @@ import de.uni_passau.fim.se2.scratchlog.application.service.PageService; import de.uni_passau.fim.se2.scratchlog.application.service.ParticipantService; import de.uni_passau.fim.se2.scratchlog.application.service.UserService; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.ExampleSolution; import de.uni_passau.fim.se2.scratchlog.persistence.entity.Experiment; import de.uni_passau.fim.se2.scratchlog.persistence.entity.Participant; +import de.uni_passau.fim.se2.scratchlog.persistence.entity.TestSuite; import de.uni_passau.fim.se2.scratchlog.util.ApplicationProperties; import de.uni_passau.fim.se2.scratchlog.util.Constants; import de.uni_passau.fim.se2.scratchlog.util.FieldErrorHandler; @@ -40,11 +42,14 @@ import de.uni_passau.fim.se2.scratchlog.util.validation.FiletypeValidator; import de.uni_passau.fim.se2.scratchlog.util.validation.StringValidator; import de.uni_passau.fim.se2.scratchlog.web.dto.ExperimentDTO; +import de.uni_passau.fim.se2.scratchlog.web.dto.JsFileDTO; import de.uni_passau.fim.se2.scratchlog.web.dto.ParticipantDTO; import de.uni_passau.fim.se2.scratchlog.web.dto.PasswordDTO; +import de.uni_passau.fim.se2.scratchlog.web.dto.Sb3FileDTO; import de.uni_passau.fim.se2.scratchlog.web.dto.UserDTO; import jakarta.servlet.http.HttpServletRequest; import jakarta.servlet.http.HttpServletResponse; +import jakarta.validation.Valid; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.beans.factory.annotation.Autowired; @@ -65,6 +70,7 @@ import java.io.IOException; import java.io.PrintWriter; +import java.nio.charset.StandardCharsets; import java.util.ArrayList; import java.util.HashMap; import java.util.List; @@ -636,7 +642,7 @@ public void downloadLitterBoxAnalysis(@RequestParam(ID) final int experimentId, * @param model The model used to return error messages. * @return The experiment page on success, or if the file was invalid, or the error page otherwise. */ - @PostMapping("/upload") + @PostMapping("/starter-project/upload") @Secured(Constants.ROLE_ADMIN) public String uploadProjectFile(@RequestParam("file") final MultipartFile file, @RequestParam(ID) final int experimentId, final Model model) { @@ -663,8 +669,6 @@ public String uploadProjectFile(@RequestParam("file") final MultipartFile file, try { experimentService.uploadSb3Project(experimentId, file.getBytes()); return REDIRECT_EXPERIMENT + experimentId; - } catch (NotFoundException e) { - return Constants.ERROR; } catch (IOException e) { log.error("Could not upload file due to IOException", e); return Constants.ERROR; @@ -678,15 +682,98 @@ public String uploadProjectFile(@RequestParam("file") final MultipartFile file, * @param experimentId The experiment id to search for. * @return The experiment page on success, or the error page otherwise. */ - @GetMapping("/sb3") + @GetMapping("/starter-project/delete") @Secured(Constants.ROLE_ADMIN) public String deleteProjectFile(@RequestParam(ID) final int experimentId) { + experimentService.deleteSb3Project(experimentId); + return REDIRECT_EXPERIMENT + experimentId; + } + + /** + * Adds an example solution to the given experiment. + * + * @param exampleSolution The example solution SB3. + * @param experimentId The id of some experiment. + * @param model The model attribute container. + * @return A redirect to the experiment page. + */ + @PostMapping("/example-solution/upload") + @Secured(Constants.ROLE_ADMIN) + public String uploadExampleSolution( + @Valid @ModelAttribute("exampleSolution") final Sb3FileDTO exampleSolution, + @RequestParam(ID) final int experimentId, + final Model model + ) { + final byte[] fileContents; try { - experimentService.deleteSb3Project(experimentId); + fileContents = exampleSolution.getFile().getBytes(); + } catch (IOException e) { + log.error("Could not read sb3 example solution.", e); + model.addAttribute(ERROR, "Could not read the SB3 file."); + return REDIRECT_EXPERIMENT + experimentId; + } + + experimentService.addExampleSolution( + experimentId, exampleSolution.getFile().getOriginalFilename(), fileContents + ); + + return REDIRECT_EXPERIMENT + experimentId; + } + + /** + * Deletes the example solution(s) for the given experiment. + * + * @param experimentId The id of some experiment. + * @return A redirect to the experiment page. + */ + @GetMapping("/example-solution/delete") + @Secured(Constants.ROLE_ADMIN) + public String deleteExampleSolution(@RequestParam(ID) final int experimentId) { + experimentService.deleteExampleSolution(experimentId); + return REDIRECT_EXPERIMENT + experimentId; + } + + /** + * Adds a test suite to the given experiment. + * + * @param testSuite The test suite JavaScript file. + * @param experimentId The id of some experiment. + * @param model The model attribute container. + * @return A redirect to the experiment page. + */ + @PostMapping("/test-suite/upload") + @Secured(Constants.ROLE_ADMIN) + public String uploadTestSuite( + @Valid @ModelAttribute("testSuite") final JsFileDTO testSuite, + @RequestParam(ID) final int experimentId, + final Model model + ) { + final String fileContents; + try { + fileContents = new String(testSuite.getFile().getBytes(), StandardCharsets.UTF_8); + } catch (IOException e) { + log.error("Could not read test suite.", e); + model.addAttribute(ERROR, "Could not read the test suite file."); return REDIRECT_EXPERIMENT + experimentId; - } catch (NotFoundException e) { - return Constants.ERROR; } + + experimentService.addTestSuite( + experimentId, testSuite.getFile().getOriginalFilename(), fileContents + ); + + return REDIRECT_EXPERIMENT + experimentId; + } + + /** + * Deletes the test suite of the given experiment. + * + * @param experimentId The id of some experiment. + * @return A redirect to the experiment page. + */ + @GetMapping("/test-suite/delete") + public String deleteTestSuite(@RequestParam(ID) final int experimentId) { + experimentService.deleteTestSuite(experimentId); + return REDIRECT_EXPERIMENT + experimentId; } /** @@ -785,6 +872,19 @@ private void addExperimentInfo(final ExperimentDTO experimentDTO, final Model mo model.addAttribute("experimentDTO", experimentDTO); model.addAttribute("passwordDTO", new PasswordDTO()); + + if (!model.containsAttribute("exampleSolution")) { + model.addAttribute("exampleSolution", new Sb3FileDTO()); + } + if (!model.containsAttribute("testSuite")) { + model.addAttribute("testSuite", new JsFileDTO()); + } + + final ExampleSolution exampleSolution = experimentService.getExampleSolution(experimentDTO.getId()); + model.addAttribute("exampleSolutionName", exampleSolution != null ? exampleSolution.getFilename() : null); + + final TestSuite testSuite = experimentService.getTestSuite(experimentDTO.getId()); + model.addAttribute("testSuiteName", testSuite != null ? testSuite.getFilename() : null); } /** diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/TestController.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/TestController.java new file mode 100644 index 0000000..4312d68 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/controller/TestController.java @@ -0,0 +1,56 @@ +package de.uni_passau.fim.se2.scratchlog.web.controller; + +import de.uni_passau.fim.se2.scratchlog.application.service.TestExecutionService; +import de.uni_passau.fim.se2.scratchlog.application.service.TestResultService; +import de.uni_passau.fim.se2.scratchlog.application.service.dto.ExperimentTestResults; +import de.uni_passau.fim.se2.scratchlog.util.Constants; +import org.springframework.beans.factory.annotation.Autowired; +import org.springframework.context.annotation.Profile; +import org.springframework.web.bind.annotation.GetMapping; +import org.springframework.web.bind.annotation.PutMapping; +import org.springframework.web.bind.annotation.RequestMapping; +import org.springframework.web.bind.annotation.RequestParam; +import org.springframework.web.bind.annotation.RestController; + +@Profile(Constants.PROFILE_WHISKER) +@RestController +@RequestMapping("/whisker/test/") +public class TestController { + + private final TestResultService testResultService; + + private final TestExecutionService testExecutionService; + + @Autowired + public TestController( + final TestResultService testResultService, + final TestExecutionService testExecutionService + ) { + this.testResultService = testResultService; + this.testExecutionService = testExecutionService; + } + + /** + * Retrieves the test results of the latest project of each user in the experiment. + * + * @param experimentId Some experiment. + * @return The test results for the latest project per user. + */ + @GetMapping("latest") + public ExperimentTestResults latestTestResults( + @RequestParam("experimentId") final int experimentId + ) { + return testResultService.getLatestTestResults(experimentId); + } + + /** + * Triggers the test execution for all projects in the experiment for which we do not yet have test results. + * + * @param experimentId Some experiment. + */ + @PutMapping("trigger/all-missing") + public void triggerTestExecution(@RequestParam("experimentId") final int experimentId) { + testExecutionService.queueTestRuns(experimentId); + } + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/JsFileDTO.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/JsFileDTO.java new file mode 100644 index 0000000..9d33656 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/JsFileDTO.java @@ -0,0 +1,28 @@ +package de.uni_passau.fim.se2.scratchlog.web.dto; + +import de.uni_passau.fim.se2.scratchlog.util.validation.annotation.ValidFile; +import jakarta.validation.constraints.NotNull; +import lombok.AllArgsConstructor; +import lombok.Builder; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; +import lombok.ToString; +import org.springframework.web.multipart.MultipartFile; + +@Builder +@Getter +@Setter +@ToString +@NoArgsConstructor +@AllArgsConstructor +public class JsFileDTO { + + @ValidFile( + contentTypes = {"application/x-javascript", "text/javascript"}, + fileEndings = {"js"} + ) + @NotNull + private MultipartFile file; + +} diff --git a/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/Sb3FileDTO.java b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/Sb3FileDTO.java new file mode 100644 index 0000000..2407460 --- /dev/null +++ b/src/main/java/de/uni_passau/fim/se2/scratchlog/web/dto/Sb3FileDTO.java @@ -0,0 +1,25 @@ +package de.uni_passau.fim.se2.scratchlog.web.dto; + +import de.uni_passau.fim.se2.scratchlog.util.validation.annotation.ValidFile; +import jakarta.validation.constraints.NotNull; +import lombok.AllArgsConstructor; +import lombok.Builder; +import lombok.Getter; +import lombok.NoArgsConstructor; +import lombok.Setter; +import lombok.ToString; +import org.springframework.web.multipart.MultipartFile; + +@Builder +@Getter +@Setter +@ToString +@NoArgsConstructor +@AllArgsConstructor +public class Sb3FileDTO { + + @NotNull + @ValidFile(contentTypes = {"application/octet-stream"}, fileEndings = {"sb3"}) + private MultipartFile file; + +} diff --git a/src/main/resources/application.properties b/src/main/resources/application.properties index 2ad6f62..7071b8c 100644 --- a/src/main/resources/application.properties +++ b/src/main/resources/application.properties @@ -63,5 +63,5 @@ spring.session.timeout=20 server.servlet.session.timeout=20m # Maximum file size for uploading scratch projects -spring.http.multipart.max-file-size=10MB -spring.http.multipart.max-request-size=10MB +spring.servlet.multipart.max-file-size=10MB +spring.servlet.multipart.max-request-size=10MB diff --git a/src/main/resources/db/migration/V8__experiment_example_solution.sql b/src/main/resources/db/migration/V8__experiment_example_solution.sql new file mode 100644 index 0000000..01f832a --- /dev/null +++ b/src/main/resources/db/migration/V8__experiment_example_solution.sql @@ -0,0 +1,8 @@ +create table example_solution ( + id int not null auto_increment, + experiment_id int not null, + filename varchar(255), + sb3_project longblob, + primary key (id), + foreign key (experiment_id) references experiment (id) on delete cascade +); diff --git a/src/main/resources/db/migration/V9__whisker_integration.sql b/src/main/resources/db/migration/V9__whisker_integration.sql new file mode 100644 index 0000000..7d324dc --- /dev/null +++ b/src/main/resources/db/migration/V9__whisker_integration.sql @@ -0,0 +1,26 @@ +create table test_suite ( + id int not null auto_increment, + experiment_id int not null unique, + filename varchar(255), + test_implementation longtext not null, + primary key (id), + foreign key (experiment_id) references experiment (id) on delete cascade +); + +create table test_case ( + id int not null auto_increment, + test_suite_id int not null, + name varchar(255) not null, + primary key (id), + foreign key (test_suite_id) references test_suite (id) on delete cascade +); + +create table test_result ( + id int not null auto_increment, + test_case_id int not null, + project_id int not null, + result enum('PASS', 'FAIL', 'ERROR', 'SKIP'), + primary key (id), + foreign key (test_case_id) references test_case (id) on delete cascade, + foreign key (project_id) references block_event (id) on delete cascade +); diff --git a/src/main/resources/db/undo/V8__experiment_example_solution.sql b/src/main/resources/db/undo/V8__experiment_example_solution.sql new file mode 100644 index 0000000..1d1a0ec --- /dev/null +++ b/src/main/resources/db/undo/V8__experiment_example_solution.sql @@ -0,0 +1 @@ +drop table example_solution; diff --git a/src/main/resources/db/undo/V9__whisker_integration.sql b/src/main/resources/db/undo/V9__whisker_integration.sql new file mode 100644 index 0000000..0926afe --- /dev/null +++ b/src/main/resources/db/undo/V9__whisker_integration.sql @@ -0,0 +1,3 @@ +drop table test_result; +drop table test_case; +drop table test_suite; diff --git a/src/main/resources/i18n/messages_de.properties b/src/main/resources/i18n/messages_de.properties index 1abe579..3d9faa9 100644 --- a/src/main/resources/i18n/messages_de.properties +++ b/src/main/resources/i18n/messages_de.properties @@ -93,7 +93,8 @@ csv = CSV Datei litterbox_csv = LitterBox Analyse code_analysis = Codeanalyse project = Sb3 Datei -heading_sb3 = Scratch Projekt +heading_sb3_start = Startprojekt +heading_sb3_solution = Beispiellösung delete_sb3 = Sb3 Datei löschen delete_sb3_warn = Sind Sie sicher, dass Sie die aktuell gespeicherte Sb3 Datei löschen möchten? Diese Änderung kann \ nicht rückgängig gemacht werden. Sie können die Datei stets erneut hochladen. @@ -459,3 +460,31 @@ error_password_pattern = Ein Passwort muss mindestens einen Groß- und Kleinbuch error_file_type = Der Typ der hochgeladenen Datei ist ungültig. Gültige Dateitypen sind {expected}. error_file_ending = Der Name der hochgeladenen Datei ist ungültig. Gültige Dateien haben eine der Endungen {expected}. +# embeddings +embedding_dashboard = Übungsfortschritts-Dashboard +progress_variance_explanation = Die Progress-Variance-Projektion nutzt ein Machine-Learning-Modell, um den Fortschritt \ + der Schüler*innen in der Übung einzuschätzen. Per Konstruktion ist das Startprojekt an Punkt (0,0) und die \ + Beispiellösung an Punkt (1,0). Die x-Achse stellt somit den Forschritt zwischen diesen beiden Projekten dar. \ + Auf der y-Achse wird dargestellt wie weit das aktuelle Schüler*innenprojekt vom normalen Lösungsweg abweicht. \ + Der normale Lösungsweg kann dabei auch einen Bogen beschreiben. Abweichungen sind durch einzelne Punkte außerhalb \ + von Gruppen zu erkennen. +embedding_dashboard_chart_latest = Progress-Variance-Projektion letzte Projekte +embedding_dashboard_chart_timeline = Progress-Variance-Projektion im Verlauf +embedding_dashboard_chart_timeline_explanation = Wähle Schüler*innen aus für die du den Fortschritt der Lösung \ + nachverfolgen möchtest. Jeder Punkt repräsentiert ein Programm. +embedding_dashboard_chart_embedding_test_distance = Test- und Embedding-Fitness +embedding_dashboard_embedding_test_distance_explanation = Die x-Achse repräsentiert den Anteil der erfolgreichen Tests \ + der Testsuite für das Programm. Auf der y-Achse wird dargestellt wie nah ein Machine-Learning-Modell das Programm \ + zur Beispiellösung einschätzt. +reset_zoom = Zoom zurücksetzen +embedding_timeline_interval = Intervall (Minuten): +see_embedding_dashboard = Übungsfortschritts-Dashboard ansehen + +# whisker +heading_testsuite = Testsuite +delete_testsuite = Testsuite löschen +delete_testsuite_warn = Testsuite löschen? +whisker_test_results_heading = Whisker Testergebnisse +whisker_test_results_explanation = Whisker Testergebnisse für das letzte Programm jedes Nutzers. Häkchen symbolisieren \ + erfolgreiche Tests, Kreuze fehlgeschlagene. Andere Ergebnisse („error“) können Auftreten, falls Whisker bei der \ + Testausführung abgestürzt ist. diff --git a/src/main/resources/i18n/messages_en.properties b/src/main/resources/i18n/messages_en.properties index 8451c8a..7c6f76a 100644 --- a/src/main/resources/i18n/messages_en.properties +++ b/src/main/resources/i18n/messages_en.properties @@ -89,7 +89,8 @@ csv = CSV File litterbox_csv = LitterBox Analysis code_analysis = Code Analysis project = Sb3 Project -heading_sb3 = Scratch Project +heading_sb3_start = Starter Project +heading_sb3_solution = Example Solution delete_sb3 = Delete Sb3 File delete_sb3_warn = Are you sure you want to delete the current sb3 project file? This change cannot be reverted. You \ can always upload the file again later. @@ -438,3 +439,32 @@ error_password_pattern = A password must contain at least an uppercase and lower special character. error_file_type = The content type of the uploaded file is invalid. Valid file types are {expected}. error_file_ending = The name of the uploaded file is invalid. Valid files end in one of {expected}. + +# embeddings +embedding_dashboard = Exercise Progress Dashboard +progress_variance_explanation = The progress-variance-projection uses a machine learning model to estimate the student \ + progress in the exercise. Per construction the starting project is placed at point (0,0) and the example solution is \ + at (1,0). Therefore, the x-axis represents the progress between these two projects. The y-axis denotes how far away \ + current student projects are from the usual solution path. The usual solution path may follow a curved trajectory. \ + Abnormal student projects can be discerned by standalone points apart from groups of points. Each point represents \ + a student program. +embedding_dashboard_chart_latest = Progress-Variance-Projection Latest Projects +embedding_dashboard_chart_timeline = Progress-Variance-Projection over Time +embedding_dashboard_chart_timeline_explanation = Select the students for which you want to view the progress towards \ + the solution over time. +embedding_dashboard_chart_embedding_test_distance = Test- and Embedding-Fitness +embedding_dashboard_embedding_test_distance_explanation = The x-axis represents the proportion of successful tests of \ + the test suite for the program. The y-axis shows an estimation of closeness of the program to the example solution \ + as given by a machine learning model (1=perfect match). +reset_zoom = Reset zoom +embedding_timeline_interval = Interval (minutes): +see_embedding_dashboard = View Exercise Progress Dashboard + +# whisker +heading_testsuite = Test Suite +delete_testsuite = Delete Test Suite +delete_testsuite_warn = Really delete test suite? +whisker_test_results_heading = Whisker Test Results +whisker_test_results_explanation = Whisker test results for the newest project for each user. Checkmarks indicate \ + passing tests, crosses indicate failing ones. Other states (e.g. ‘error’) indicate that Whisker crashed during \ + execution. diff --git a/src/main/resources/static/js/embeddingDashboard.js b/src/main/resources/static/js/embeddingDashboard.js new file mode 100644 index 0000000..e44debe --- /dev/null +++ b/src/main/resources/static/js/embeddingDashboard.js @@ -0,0 +1,437 @@ +/** + * Maps User ID to `{name, enabled}`. + * + * `enabled` marks the user as visible in the user-history trace. + */ +let participantsMap; +let latestChart; +let timelineChart; +let timelineChartInterval = 5; +let embeddingTestDistanceChart; +let testResults; + +const fontSize = 14; + +const chartCommonOptions = { + responsive: true, + scales: { + x: { + title: { + display: true, + text: "Progress", + font: { + size: fontSize, + } + }, + type: "linear", + ticks: { + font: { + size: fontSize, + } + } + }, + y: { + title: { + display: true, + text: "Variance", + font: { + size: fontSize, + } + }, + ticks: { + font: { + size: fontSize, + } + } + } + }, + plugins: { + zoom: { + pan: { + enabled: true, + }, + zoom: { + wheel: { + enabled: true, + }, + pinch: { + enabled: true + }, + } + }, + legend: { + position: 'top', + labels: { + font: { + size: fontSize, + } + } + }, + tooltip: { + titleFont: { + size: 14, + }, + bodyFont: { + size: 12, + } + } + + } +}; + +$(document).ready(() => { + participantsMap = new Map(); + for (const p of participants) { + participantsMap.set(p.id, {name: p.username, enabled: false}); + } + addUserSelectionEventListener() + + const timelineChartIntervalInput = document.getElementById("chart-timeline-interval"); + timelineChartIntervalInput.addEventListener("change", (event) => onTimelineIntervalChange(event.target.value)); + + setTimeout(() => updateAllLatestChart(), 0); + setTimeout(() => updateTimelineChart(), 0); + setTimeout(() => updateTestDistanceChart(), 0); + setTimeout(() => updateTestResultTable(), 0); +}); + +function addUserSelectionEventListener() { + const selection = document.getElementById("participant-selector"); + selection.addEventListener("change", () => { + const values = new Set($('#participant-selector').val().map(Number)); + participantsMap.forEach((v, k) => { + const enabled = values.has(k); + if (enabled !== v.enabled) { + toggleUserForTimeline(k, enabled); + } + }); + }); +} + +function toggleUserForTimeline(userId, isEnabled) { + participantsMap.get(userId).enabled = isEnabled; + setTimeout(() => updateTimelineChart(), 0); + setTimeout(() => buildTestResultTable(), 0); +} + +function xyToBubble(xy) { + return {x: xy[0], y: xy[1], r: 5} +} + +function updateAllLatestChart() { + $.ajax({ + type: "get", + url: contextPath + "embeddings/progress-variance-projection/all/latest", + data: {experimentId}, + accept: "application/json", + success: function (data) { + const element = document.getElementById("chart-all-latest"); + + const labels = []; + const chartData = []; + for (const dataSeries of data.data) { + labels.push(participantsMap.get(dataSeries.userId).name); + const datapoint = dataSeries.datapoints[0]; + chartData.push(xyToBubble(datapoint)); + } + + if (latestChart) { + latestChart.data.labels = labels; + latestChart.data.datasets = [{ + label: translations.latestChart, + data: chartData, + }]; + latestChart.update(); + } else { + latestChart = new Chart(element, { + type: "bubble", + data: { + labels: labels, + datasets: [ + { + label: "Latest Projects", + data: chartData, + }, + { + label: "Starting Project", + data: [{x: 0, y: 0, r: 7}] + }, + { + label: "Example Solution", + data: [{x: 1, y: 0, r: 7}] + }, + ], + }, + options: chartCommonOptions, + }); + addResetZoomEventHandler("chart-all-latest-reset-zoom", latestChart); + } + }, + error: function (err) { + console.log(err.statusText); + } + }); +} + +function updateTimelineChart() { + const userIds = []; + participantsMap.forEach((v, k) => { + if (v.enabled) { + userIds.push(k); + } + }); + + document.getElementById("chart-timeline").hidden = userIds.length === 0; + document.getElementById("chart-timeline-reset-zoom").hidden = userIds.length === 0; + + if (userIds.length === 0) { + if (timelineChart) { + timelineChart.data.labels = []; + timelineChart.data.datasets = []; + timelineChart.update(); + } + return; + } + + $.ajax({ + type: "get", + url: contextPath + "embeddings/progress-variance-projection/timeline", + data: {experimentId, userIds, stepMinutes: timelineChartInterval}, + accept: "application/json", + success: function (data) { + const element = document.getElementById("chart-timeline"); + + const labels = []; + const datasets = [ + { + label: "Starting Project", + data: [{x: 0, y: 0, r: 7}], + type: "bubble", + }, + { + label: "Example Solution", + data: [{x: 1, y: 0, r: 7}], + type: "bubble", + }, + ]; + for (const dataSeries of data.data) { + datasets.push({ + label: participantsMap.get(dataSeries.userId).name, + data: dataSeries.datapoints.map(xyToBubble), + tension: 0.1, + borderWidth: 3, + pointBorderWidth: 5, + }); + for (let idx = 1; idx <= dataSeries.datapoints.length; ++idx) { + labels.push(idx.toString()); + } + } + + if (timelineChart) { + timelineChart.data.labels = labels; + timelineChart.data.datasets = datasets; + timelineChart.update(); + } else { + timelineChart = new Chart(element, { + type: "line", + data: { + labels: labels, + datasets: datasets, + }, + options: chartCommonOptions, + }); + addResetZoomEventHandler("chart-timeline-reset-zoom", timelineChart); + } + + }, + error: function (err) { + console.log(err.statusText); + } + }); +} + +function updateTestDistanceChart() { + const element = document.getElementById("chart-embedding-test-distances"); + if (!element) { + return; + } + + $.ajax({ + type: "get", + url: contextPath + "embeddings/embedding-test-distance/all/latest", + data: {experimentId}, + accept: "application/json", + success: function (data) { + const labels = []; + const chartData = []; + for (const dataSeries of data.data) { + labels.push(participantsMap.get(dataSeries.userId).name); + const datapoint = dataSeries.datapoints[0]; + if (datapoint[0] === 0 && datapoint[1] === 0) { + continue; + } + chartData.push(xyToBubble(datapoint)); + } + + if (embeddingTestDistanceChart) { + embeddingTestDistanceChart.data.labels = labels; + embeddingTestDistanceChart.data.datasets = [{ + label: translations.embeddingTestDistanceChart, + data: chartData, + }]; + embeddingTestDistanceChart.update(); + } else { + embeddingTestDistanceChart = new Chart(element, { + type: "bubble", + data: { + labels: labels, + datasets: [ + { + label: translations.embeddingTestDistanceChart, + data: chartData, + }, + { + label: "ignored", + data: [{x: 0, y: 0}, {x: 1, y: 1}], + type: "line", + }, + ], + }, + options: { + scales: { + x: { + title: { + display: true, + text: "Test Fitness", + font: { + size: fontSize, + }, + }, + type: "linear", + ticks: { + font: { + size: fontSize, + }, + }, + }, + y: { + title: { + display: true, + text: "Embedding Fitness", + font: { + size: fontSize, + }, + }, + ticks: { + font: { + size: fontSize, + }, + }, + }, + }, + plugins: { + legend: { + position: 'top', + labels: { + font: { + size: fontSize, + }, + filter: function(item, chart) { + return !item.text.includes("ignored"); + }, + }, + }, + }, + }, + }); + } + }, + error: function (err) { + console.log(err.statusText); + } + }); +} + +function addResetZoomEventHandler(elementId, targetChart) { + const element = document.getElementById(elementId); + element.addEventListener("click", () => { + if (targetChart) { + targetChart.resetZoom(); + } + }); +} + +function onTimelineIntervalChange(newValue) { + if (newValue !== timelineChartInterval) { + timelineChartInterval = newValue; + setTimeout(() => updateTimelineChart(), 0); + } +} + +function updateTestResultTable() { + const table = document.getElementById("test-results-latest-table"); + if (!table) { + return + } + + $.ajax({ + type: "get", + url: contextPath + "whisker/test/latest", + data: {experimentId}, + accept: "application/json", + success: (data) => { + testResults = data; + buildTestResultTable(); + }, + }); +} + +function buildTestResultTable() { + const table = document.getElementById("test-results-latest-table"); + + const { + testCaseNames, + userProgramTestResults + } = testResults; + + let html = `User`; + testCaseNames.forEach(name => html += `${name}`); + html += ""; + + let atLeastOneEnabled = false + + for (const user of userProgramTestResults) { + if (!participantsMap.get(user.userId).enabled) { + continue; + } + + atLeastOneEnabled = true; + + const username = user.username; + const userTestResults = user.testResults; + + html += `${username}`; + testCaseNames.forEach(name => { + const testResult = userTestResults[name]; + let label; + if (testResult === undefined) { + label = "?"; + } else if (testResult === "pass") { + label = "✓"; + } else if (testResult === "fail") { + label = "✗"; + } else { + label = testResult; + } + html += `${label}` + }); + html += ""; + } + html += "" + + if (atLeastOneEnabled) { + table.innerHTML = html; + } else { + table.innerHTML = "No Users Selected"; + } +} diff --git a/src/main/resources/static/js/experimentPage.js b/src/main/resources/static/js/experimentPage.js index 10c0a0e..b1c752e 100644 --- a/src/main/resources/static/js/experimentPage.js +++ b/src/main/resources/static/js/experimentPage.js @@ -7,6 +7,8 @@ let addModal = document.getElementById("addParticipantModal"); let addParticipantsCsvModal = document.getElementById("addParticipantCsvModal"); let deleteParticipantModal = document.getElementById("deleteParticipantModal"); let deleteSb3Modal = document.getElementById("deleteSb3Modal"); +let deleteSb3ExampleSolutionModal = document.getElementById("deleteSb3ExampleSolutionModal"); +let deleteTestSuiteModal = document.getElementById("deleteTestSuiteModal"); /** * Readies all necessary event listeners for buttons on the experiment page and enables suggestion/multi-select @@ -47,5 +49,9 @@ function addEventListeners() { addClickEventListenerOpenModal("openDeleteParticipantModal", deleteParticipantModal); addClickEventListenerCloseModal("abortDeleteParticipant", deleteParticipantModal); addClickEventListenerOpenModal("openDeleteSb3Modal", deleteSb3Modal); + addClickEventListenerOpenModal("openDeleteSb3ExampleSolutionModal", deleteSb3ExampleSolutionModal); + addClickEventListenerOpenModal("openDeleteTestSuiteModal", deleteTestSuiteModal); addClickEventListenerCloseModal("abortSb3Delete", deleteSb3Modal); + addClickEventListenerCloseModal("abortSb3SolutionDelete", deleteSb3ExampleSolutionModal); + addClickEventListenerCloseModal("abortTestSuiteDelete", deleteTestSuiteModal); } diff --git a/src/main/resources/templates/dashboard.html b/src/main/resources/templates/dashboard.html index 3a1743e..414e7d3 100644 --- a/src/main/resources/templates/dashboard.html +++ b/src/main/resources/templates/dashboard.html @@ -25,6 +25,10 @@

+ + + + diff --git a/src/main/resources/templates/embedding-dashboard.html b/src/main/resources/templates/embedding-dashboard.html new file mode 100644 index 0000000..689ff29 --- /dev/null +++ b/src/main/resources/templates/embedding-dashboard.html @@ -0,0 +1,112 @@ + + + + + + + + + + + + + + + +
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+ + diff --git a/src/main/resources/templates/experiment.html b/src/main/resources/templates/experiment.html index a200e53..968c9f0 100644 --- a/src/main/resources/templates/experiment.html +++ b/src/main/resources/templates/experiment.html @@ -48,11 +48,22 @@

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