use of io.hops.hopsworks.exceptions.GenericException in project hopsworks by logicalclocks.
the class ElasticFeaturestoreBuilder method setFeatureNameHighlights.
private void setFeatureNameHighlights(SearchHit hitAux, ElasticFeaturestoreDTO result, DatasetAccessController.DatasetAccessCtrl accessCtrl) throws ElasticException, GenericException {
ElasticFeaturestoreHit hit = ElasticFeaturestoreHit.instance(hitAux);
Map<String, HighlightField> highlightFields = hitAux.getHighlightFields();
String featureNameField = FeaturestoreXAttrsConstants.getFeaturestoreElasticKey(FeaturestoreXAttrsConstants.FG_FEATURES, FeaturestoreXAttrsConstants.NAME);
// <highlighted text, name, description>
Function<Triplet<String, String, String>, Boolean> matcher = (state) -> {
// check if highlighted name equals feature name
return removeHighlightTags(state.getValue0()).equals(state.getValue1());
};
BiConsumer<ElasticFeaturestoreItemDTO.Highlights, String> highlighter = ElasticFeaturestoreItemDTO.Highlights::setName;
setFeatureHighlights(highlightFields.get(featureNameField), hit, matcher, highlighter, result, accessCtrl);
}
use of io.hops.hopsworks.exceptions.GenericException in project hopsworks by logicalclocks.
the class ElasticFeaturestoreBuilder method build.
public ElasticFeaturestoreDTO build(ElasticFeaturestoreRequest req, Integer projectId) throws ElasticException, ServiceException, GenericException {
checkRequest(req);
Project project = projectFacade.find(projectId);
Map<FeaturestoreDocType, Set<Integer>> searchProjects = datasetAccessCtrl.featurestoreSearchContext(project, req.getDocType());
Map<FeaturestoreDocType, SearchResponse> response = elasticCtrl.featurestoreSearch(req.getTerm(), searchProjects, req.getFrom(), req.getSize());
DatasetAccessController.DatasetAccessCtrl localProjectOnly = (datasetDetails, projectsCollector) -> projectsCollector.addAccessProject(project);
ElasticFeaturestoreDTO result = parseResult(response, localProjectOnly);
result.setFeaturegroupsFrom(req.getFrom());
result.setTrainingdatasetsFrom(req.getFrom());
result.setFeaturesFrom(req.getFrom());
return result;
}
use of io.hops.hopsworks.exceptions.GenericException in project hopsworks by logicalclocks.
the class ModelsBuilder method buildFilter.
private Pair<ProvStateParamBuilder, ModelRegistryDTO> buildFilter(Project project, Project modelRegistryProject, Set<? extends AbstractFacade.FilterBy> filters) throws GenericException, ProvenanceException, DatasetException {
ProvStateParamBuilder provFilesParamBuilder = new ProvStateParamBuilder();
if (filters != null) {
Users filterUser = null;
Project filterUserProject = project;
for (AbstractFacade.FilterBy filterBy : filters) {
if (filterBy.getParam().compareToIgnoreCase(Filters.NAME_EQ.name()) == 0) {
provFilesParamBuilder.filterByXAttr(MODEL_SUMMARY_XATTR_NAME + ".name", filterBy.getValue());
} else if (filterBy.getParam().compareToIgnoreCase(Filters.NAME_LIKE.name()) == 0) {
provFilesParamBuilder.filterLikeXAttr(MODEL_SUMMARY_XATTR_NAME + ".name", filterBy.getValue());
} else if (filterBy.getParam().compareToIgnoreCase(Filters.VERSION.name()) == 0) {
provFilesParamBuilder.filterByXAttr(MODEL_SUMMARY_XATTR_NAME + ".version", filterBy.getValue());
} else if (filterBy.getParam().compareToIgnoreCase(Filters.ID_EQ.name()) == 0) {
provFilesParamBuilder.filterByXAttr(MODEL_SUMMARY_XATTR_NAME + ".id", filterBy.getValue());
} else if (filterBy.getParam().compareToIgnoreCase(Filters.USER.name()) == 0) {
try {
filterUser = userFacade.find(Integer.parseInt(filterBy.getValue()));
} catch (NumberFormatException e) {
throw new GenericException(RESTCodes.GenericErrorCode.ILLEGAL_ARGUMENT, Level.INFO, "expected int user id, found: " + filterBy.getValue());
}
} else if (filterBy.getParam().compareToIgnoreCase(Filters.USER_PROJECT.name()) == 0) {
try {
filterUserProject = projectFacade.find(Integer.parseInt(filterBy.getValue()));
} catch (NumberFormatException e) {
throw new GenericException(RESTCodes.GenericErrorCode.ILLEGAL_ARGUMENT, Level.INFO, "expected int user project id, found: " + filterBy.getValue());
}
} else {
throw new GenericException(RESTCodes.GenericErrorCode.ILLEGAL_ARGUMENT, Level.INFO, "Filter by - found: " + filterBy.getParam() + " expected:" + EnumSet.allOf(Filters.class));
}
}
if (filterUser != null) {
ProjectTeam member = projectTeamFacade.findByPrimaryKey(filterUserProject, filterUser);
if (member == null) {
throw new GenericException(RESTCodes.GenericErrorCode.ILLEGAL_ARGUMENT, Level.INFO, "Selected user: " + filterUser.getUid() + " is not part of project:" + filterUserProject.getId());
}
String hdfsUserStr = hdfsUsersController.getHdfsUserName(filterUserProject, filterUser);
HdfsUsers hdfsUsers = hdfsUsersFacade.findByName(hdfsUserStr);
provFilesParamBuilder.filterByField(ProvStateParser.FieldsP.USER_ID, hdfsUsers.getId().toString());
}
}
ModelRegistryDTO modelRegistryDTO = modelsController.getModelRegistry(modelRegistryProject);
provFilesParamBuilder.filterByField(ProvStateParser.FieldsP.PROJECT_I_ID, modelRegistryDTO.getParentProject().getInode().getId()).filterByField(ProvStateParser.FieldsP.DATASET_I_ID, modelRegistryDTO.getDatasetInodeId());
return Pair.with(provFilesParamBuilder, modelRegistryDTO);
}
use of io.hops.hopsworks.exceptions.GenericException in project hopsworks by logicalclocks.
the class ModelsResource method get.
@ApiOperation(value = "Get a model", response = ModelDTO.class)
@GET
@Path("{id}")
@Produces(MediaType.APPLICATION_JSON)
@AllowedProjectRoles({ AllowedProjectRoles.DATA_OWNER, AllowedProjectRoles.DATA_SCIENTIST })
@JWTRequired(acceptedTokens = { Audience.API, Audience.JOB }, allowedUserRoles = { "HOPS_ADMIN", "HOPS_USER" })
@ApiKeyRequired(acceptedScopes = { ApiScope.MODELREGISTRY }, allowedUserRoles = { "HOPS_ADMIN", "HOPS_USER" })
public Response get(@PathParam("id") String id, @BeanParam ModelsBeanParam modelsBeanParam, @Context UriInfo uriInfo, @Context SecurityContext sc) throws ProvenanceException, ModelRegistryException, DatasetException, GenericException, SchematizedTagException, MetadataException {
Users user = jwtHelper.getUserPrincipal(sc);
ResourceRequest resourceRequest = new ResourceRequest(ResourceRequest.Name.MODELS);
resourceRequest.setExpansions(modelsBeanParam.getExpansions().getResources());
ProvStateDTO fileState = modelsController.getModel(modelRegistryProject, id);
if (fileState != null) {
ModelDTO dto = modelsBuilder.build(uriInfo, resourceRequest, user, userProject, modelRegistryProject, fileState, modelUtils.getModelsDatasetPath(userProject, modelRegistryProject));
if (dto == null) {
throw new GenericException(RESTCodes.GenericErrorCode.NOT_AUTHORIZED_TO_ACCESS, Level.FINE);
} else {
return Response.ok().entity(dto).build();
}
} else {
throw new ModelRegistryException(RESTCodes.ModelRegistryErrorCode.MODEL_NOT_FOUND, Level.FINE);
}
}
use of io.hops.hopsworks.exceptions.GenericException in project hopsworks by logicalclocks.
the class JupyterService method startNotebookServer.
@POST
@Path("/start")
@Consumes(MediaType.APPLICATION_JSON)
@Produces(MediaType.APPLICATION_JSON)
@AllowedProjectRoles({ AllowedProjectRoles.DATA_OWNER, AllowedProjectRoles.DATA_SCIENTIST })
@JWTRequired(acceptedTokens = { Audience.API }, allowedUserRoles = { "HOPS_ADMIN", "HOPS_USER" })
public Response startNotebookServer(JupyterSettings jupyterSettings, @Context HttpServletRequest req, @Context SecurityContext sc, @Context UriInfo uriInfo) throws ProjectException, HopsSecurityException, ServiceException, GenericException, JobException {
Users hopsworksUser = jWTHelper.getUserPrincipal(sc);
String hdfsUser = hdfsUsersController.getHdfsUserName(project, hopsworksUser);
// from in the front-end
if (jupyterSettings.getUsers() == null) {
jupyterSettings.setUsers(hopsworksUser);
}
if (project.getPaymentType().equals(PaymentType.PREPAID)) {
YarnProjectsQuota projectQuota = yarnProjectsQuotaFacade.findByProjectName(project.getName());
if (projectQuota == null || projectQuota.getQuotaRemaining() <= 0) {
throw new ProjectException(RESTCodes.ProjectErrorCode.PROJECT_QUOTA_ERROR, Level.FINE);
}
}
if (project.getPythonEnvironment() == null) {
throw new ProjectException(RESTCodes.ProjectErrorCode.ANACONDA_NOT_ENABLED, Level.FINE);
}
if (jupyterSettings.getMode() == null) {
// set default mode for jupyter if mode is null
jupyterSettings.setMode(JupyterMode.JUPYTER_LAB);
}
// Jupyter Git works only for JupyterLab
if (jupyterSettings.isGitBackend() && jupyterSettings.getMode().equals(JupyterMode.JUPYTER_CLASSIC)) {
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_START_ERROR, Level.FINE, "Git support available only in JupyterLab");
}
// Do not allow auto push on shutdown if api key is missing
GitConfig gitConfig = jupyterSettings.getGitConfig();
if (jupyterSettings.isGitBackend() && gitConfig.getShutdownAutoPush() && Strings.isNullOrEmpty(gitConfig.getApiKeyName())) {
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_START_ERROR, Level.FINE, "Auto push not supported if api key is not configured.");
}
// Verify that API token has got write access on the repo if ShutdownAutoPush is enabled
if (jupyterSettings.isGitBackend() && gitConfig.getShutdownAutoPush() && !jupyterNbVCSController.hasWriteAccess(hopsworksUser, gitConfig.getApiKeyName(), gitConfig.getRemoteGitURL(), gitConfig.getGitBackend())) {
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_START_ERROR, Level.FINE, "API token " + gitConfig.getApiKeyName() + " does not have write access on " + gitConfig.getRemoteGitURL());
}
JupyterProject jp = jupyterFacade.findByUser(hdfsUser);
if (jp == null) {
HdfsUsers user = hdfsUsersFacade.findByName(hdfsUser);
String configSecret = DigestUtils.sha256Hex(Integer.toString(ThreadLocalRandom.current().nextInt()));
JupyterDTO dto = null;
DistributedFileSystemOps dfso = dfsService.getDfsOps();
String allowOriginHost = uriInfo.getBaseUri().getHost();
int allowOriginPort = uriInfo.getBaseUri().getPort();
String allowOriginPortStr = allowOriginPort != -1 ? ":" + allowOriginPort : "";
String allowOrigin = settings.getJupyterOriginScheme() + "://" + allowOriginHost + allowOriginPortStr;
try {
jupyterSettingsFacade.update(jupyterSettings);
// Inspect dependencies
sparkController.inspectDependencies(project, hopsworksUser, (SparkJobConfiguration) jupyterSettings.getJobConfig());
dto = jupyterManager.startJupyterServer(project, configSecret, hdfsUser, hopsworksUser, jupyterSettings, allowOrigin);
jupyterJWTManager.materializeJWT(hopsworksUser, project, jupyterSettings, dto.getCid(), dto.getPort(), JUPYTER_JWT_AUD);
HopsUtils.materializeCertificatesForUserCustomDir(project.getName(), user.getUsername(), settings.getHdfsTmpCertDir(), dfso, certificateMaterializer, settings, dto.getCertificatesDir());
jupyterManager.waitForStartup(project, hopsworksUser);
} catch (ServiceException | TimeoutException ex) {
if (dto != null) {
jupyterController.shutdownQuietly(project, hdfsUser, hopsworksUser, configSecret, dto.getCid(), dto.getPort());
}
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_START_ERROR, Level.SEVERE, ex.getMessage(), null, ex);
} catch (IOException ex) {
if (dto != null) {
jupyterController.shutdownQuietly(project, hdfsUser, hopsworksUser, configSecret, dto.getCid(), dto.getPort());
}
throw new HopsSecurityException(RESTCodes.SecurityErrorCode.CERT_MATERIALIZATION_ERROR, Level.SEVERE, ex.getMessage(), null, ex);
} finally {
if (dfso != null) {
dfsService.closeDfsClient(dfso);
}
}
String externalIp = Ip.getHost(req.getRequestURL().toString());
try {
Date expirationDate = new Date();
Calendar cal = Calendar.getInstance();
cal.setTime(expirationDate);
cal.add(Calendar.HOUR_OF_DAY, jupyterSettings.getShutdownLevel());
expirationDate = cal.getTime();
jp = jupyterFacade.saveServer(externalIp, project, configSecret, dto.getPort(), user.getId(), dto.getToken(), dto.getCid(), expirationDate, jupyterSettings.isNoLimit());
// set minutes left until notebook server is killed
Duration durationLeft = Duration.between(new Date().toInstant(), jp.getExpires().toInstant());
jp.setMinutesUntilExpiration(durationLeft.toMinutes());
} catch (Exception e) {
LOGGER.log(Level.SEVERE, "Failed to save Jupyter notebook settings", e);
jupyterController.shutdownQuietly(project, hdfsUser, hopsworksUser, configSecret, dto.getCid(), dto.getPort());
}
if (jp == null) {
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_SAVE_SETTINGS_ERROR, Level.SEVERE);
}
if (jupyterSettings.isGitBackend()) {
try {
// Init is idempotent, calling it on an already initialized repo won't affect it
jupyterNbVCSController.init(jp, jupyterSettings);
if (jupyterSettings.getGitConfig().getStartupAutoPull()) {
jupyterNbVCSController.pull(jp, jupyterSettings);
}
} catch (ServiceException ex) {
jupyterController.shutdownQuietly(project, hdfsUser, hopsworksUser, configSecret, dto.getCid(), dto.getPort());
throw ex;
}
}
} else {
throw new ServiceException(RESTCodes.ServiceErrorCode.JUPYTER_SERVER_ALREADY_RUNNING, Level.FINE);
}
return noCacheResponse.getNoCacheResponseBuilder(Response.Status.OK).entity(jp).build();
}
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