Examples with PSMatrixLoadContext com.tencent.angel.model.PSMatrixLoadContext used on opensource projects

Example 1 with PSMatrixLoadContext

use of com.tencent.angel.model.PSMatrixLoadContext in project angel by Tencent.

the class PSModelIOExecutor method load.

/**
 * Load matrices from files
 *
 * @param loadContext load context
 */
public void load(PSMatricesLoadContext loadContext, int parallel) throws IOException {
    LOG.info("start to load matrices :" + loadContext);
    Vector<String> errorLogs = new Vector<>();
    // Create and start workers
    IOExecutors workers = createIOExecutors(parallel);
    workers.init();
    workers.start();
    // Set workers
    for (PSMatrixLoadContext matrixLoadContext : loadContext.getMatrixLoadContexts()) {
        matrixLoadContext.setWorkers(workers);
    }
    try {
        MatrixDiskIOOp commitOp = new MatrixDiskIOOp(ACTION.LOAD, errorLogs, loadContext, 0, loadContext.getMatrixLoadContexts().size());
        workers.execute(commitOp);
        commitOp.join();
        if (!errorLogs.isEmpty()) {
            throw new IOException(StringUtils.join("\n", errorLogs));
        }
    } catch (Throwable x) {
        throw new IOException(x);
    } finally {
        workers.shutdown();
    }
    return;
}

Example 2 with PSMatrixLoadContext

use of com.tencent.angel.model.PSMatrixLoadContext in project angel by Tencent.

the class ParameterServer method initMatricesData.

private void initMatricesData(final List<MatrixMeta> matrixMetas) throws IOException {
    if (context.getPartReplication() > 1 && context.getPSAttemptId().getIndex() > 0) {
        return;
    }
    // Recover PS from snapshot or load path
    if (context.getPSAttemptId().getIndex() > 0) {
        int matrixNum = matrixMetas.size();
        List<PSMatrixLoadContext> matrixLoadContexts = new ArrayList<>(matrixMetas.size());
        SnapshotRecover recover = new SnapshotRecover(context);
        for (int i = 0; i < matrixNum; i++) {
            // 1. First check old snapshot
            Path inputPath = null;
            try {
                inputPath = recover.getSnapshotPath(matrixMetas.get(i).getId());
            } catch (IOException e) {
                LOG.error("Get snapshot path failed, ", e);
            }
            // 2. Check new checkpoints
            if (inputPath == null) {
                try {
                    List<SaveResult> saveResults = master.getCheckpoints(matrixMetas.get(i).getId());
                    if (saveResults == null || saveResults.isEmpty()) {
                        LOG.info("There is no checkpoint results for matrix " + matrixMetas.get(i).getName());
                    } else {
                        inputPath = new Path(saveResults.get(saveResults.size() - 1).getMatrixPath());
                        LOG.info("There is " + saveResults.size() + " checkpoint results for matrix + " + matrixMetas.get(i).getName() + " we choose the latest result in dir " + saveResults.get(saveResults.size() - 1).getMatrixPath());
                    }
                } catch (ServiceException e) {
                    LOG.error("Get checkpoint results for matrix " + matrixMetas.get(i).getName() + " failed ", e);
                }
            }
            // 3. Check load path setting and old save result
            if (inputPath == null) {
                try {
                    List<SaveResult> saveResults = master.getSaveResult(matrixMetas.get(i).getId());
                    if (saveResults == null || saveResults.isEmpty()) {
                        LOG.info("There is no old save result for matrix " + matrixMetas.get(i).getName());
                    } else {
                        inputPath = new Path(saveResults.get(saveResults.size() - 1).getMatrixPath());
                        LOG.info("There is " + saveResults.size() + " old save results for matrix + " + matrixMetas.get(i).getName() + " we choose the latest result in dir " + saveResults.get(saveResults.size() - 1).getMatrixPath());
                    }
                } catch (ServiceException e) {
                    LOG.error("Get save results for matrix " + matrixMetas.get(i).getName() + " failed ", e);
                }
            }
            if (inputPath != null) {
                LOG.info("Load matrix " + matrixMetas.get(i).getName() + " from " + inputPath.toString());
                matrixLoadContexts.add(new PSMatrixLoadContext(matrixMetas.get(i).getId(), inputPath.toString(), new ArrayList<>(matrixMetas.get(i).getPartitionMetas().keySet()), SnapshotFormat.class.getName()));
            } else {
                // Just init it again
                if (matrixMetas.get(i).getInitFunc() != null) {
                    LOG.info("Matrix " + matrixMetas.get(i) + " has a init function " + matrixMetas.get(i).getInitFunc().getClass().getName() + ", use this function to reinit the matrix");
                    long startTs = System.currentTimeMillis();
                    matrixMetas.get(i).getInitFunc().init(context.getMatrixStorageManager().getMatrix(matrixMetas.get(i).getId()));
                    LOG.info("Reinit the matrix use time " + (System.currentTimeMillis() - startTs));
                }
            }
        }
        if (!matrixLoadContexts.isEmpty()) {
            context.getIOExecutors().load(new PSMatricesLoadContext(-1, -1, matrixLoadContexts));
        }
    }
}