Examples with DataPoints net.opentsdb.core.DataPoints used on opensource projects

Example 1 with DataPoints

use of net.opentsdb.core.DataPoints in project opentsdb by OpenTSDB.

the class CliQuery method doQuery.

private static Plot doQuery(final TSDB tsdb, final String[] args, final boolean want_plot) {
    final ArrayList<String> plotparams = new ArrayList<String>();
    final ArrayList<Query> queries = new ArrayList<Query>();
    final ArrayList<String> plotoptions = new ArrayList<String>();
    parseCommandLineQuery(args, tsdb, queries, plotparams, plotoptions);
    if (queries.isEmpty()) {
        usage(null, "Not enough arguments, need at least one query.", 2);
    }
    final Plot plot = (want_plot ? new Plot(queries.get(0).getStartTime(), queries.get(0).getEndTime()) : null);
    if (want_plot) {
        plot.setParams(parsePlotParams(plotparams));
    }
    final int nqueries = queries.size();
    for (int i = 0; i < nqueries; i++) {
        // TODO(tsuna): Optimization: run each query in parallel.
        final StringBuilder buf = want_plot ? null : new StringBuilder();
        for (final DataPoints datapoints : queries.get(i).run()) {
            if (want_plot) {
                plot.add(datapoints, plotoptions.get(i));
            } else {
                final String metric = datapoints.metricName();
                final String tagz = datapoints.getTags().toString();
                for (final DataPoint datapoint : datapoints) {
                    buf.append(metric).append(' ').append(datapoint.timestamp()).append(' ');
                    if (datapoint.isInteger()) {
                        buf.append(datapoint.longValue());
                    } else {
                        buf.append(String.format("%f", datapoint.doubleValue()));
                    }
                    buf.append(' ').append(tagz).append('\n');
                    System.out.print(buf);
                    buf.delete(0, buf.length());
                }
            }
        }
    }
    return plot;
}

Example 2 with DataPoints

use of net.opentsdb.core.DataPoints in project opentsdb by OpenTSDB.

the class Alias method evaluate.

@Override
public DataPoints[] evaluate(final TSQuery data_query, final List<DataPoints[]> query_results, final List<String> params) {
    if (data_query == null) {
        throw new IllegalArgumentException("Missing time series query");
    }
    if (query_results == null || query_results.isEmpty()) {
        return new DataPoints[] {};
    }
    if (params == null || params.isEmpty()) {
        throw new IllegalArgumentException("Missing the alias");
    }
    final String alias_template = COMMA_JOINER.join(params);
    int num_results = 0;
    for (DataPoints[] results : query_results) {
        num_results += results.length;
    }
    final DataPoints[] results = new DataPoints[num_results];
    int ix = 0;
    // one or more sub queries (m=...&m=...&m=...)
    for (final DataPoints[] sub_query_result : query_results) {
        // group bys (m=sum:foo{host=*})
        for (final DataPoints dps : sub_query_result) {
            // TODO(cl) - Using an array as the size function may not return the exact
            // results and we should figure a way to avoid copying data anyway.
            final List<DataPoint> new_dps_list = new ArrayList<DataPoint>();
            final SeekableView view = dps.iterator();
            while (view.hasNext()) {
                DataPoint pt = view.next();
                if (pt.isInteger()) {
                    new_dps_list.add(MutableDataPoint.ofLongValue(pt.timestamp(), Math.abs(pt.longValue())));
                } else {
                    new_dps_list.add(MutableDataPoint.ofDoubleValue(pt.timestamp(), Math.abs(pt.doubleValue())));
                }
            }
            final DataPoint[] new_dps = new DataPoint[dps.size()];
            new_dps_list.toArray(new_dps);
            final PostAggregatedDataPoints padps = new PostAggregatedDataPoints(dps, new_dps);
            padps.setAlias(alias_template);
            results[ix++] = padps;
        }
    }
    return results;
}

Example 3 with DataPoints

use of net.opentsdb.core.DataPoints in project opentsdb by OpenTSDB.

the class QueryExecutor method execute.

/**
   * Execute the RPC and serialize the response
   * @param query The HTTP query to parse and and return results to
   */
public void execute(final HttpQuery query) {
    http_query = query;
    final QueryStats query_stats = new QueryStats(query.getRemoteAddress(), ts_query, query.getHeaders());
    ts_query.setQueryStats(query_stats);
    /**
     * Sends the serialized results to the caller. This should be the very
     * last callback executed.
     */
    class CompleteCB implements Callback<Object, ChannelBuffer> {

        @Override
        public Object call(final ChannelBuffer cb) throws Exception {
            query.sendReply(cb);
            return null;
        }
    }
    /**
     * After all of the queries have run and we have data (or not) then we
     * need to compile the iterators.
     * This class could probably be improved:
     * First we iterate over the results AND for each result, iterate over
     * the expressions, giving a time synced iterator to each expression that 
     * needs the result set.
     * THEN we iterate over the expressions again and build a DAG to determine
     * if any of the expressions require the output of an expression. If so
     * then we add the expressions to the proper parent and compile them in
     * order.
     * After all of that we're ready to start serializing and iterating
     * over the results.
     */
    class QueriesCB implements Callback<Object, ArrayList<DataPoints[]>> {

        public Object call(final ArrayList<DataPoints[]> query_results) throws Exception {
            for (int i = 0; i < query_results.size(); i++) {
                final TSSubQuery sub = ts_query.getQueries().get(i);
                Iterator<Entry<String, TSSubQuery>> it = sub_queries.entrySet().iterator();
                while (it.hasNext()) {
                    final Entry<String, TSSubQuery> entry = it.next();
                    if (entry.getValue().equals(sub)) {
                        sub_query_results.put(entry.getKey(), query_results.get(i));
                        for (final ExpressionIterator ei : expressions.values()) {
                            if (ei.getVariableNames().contains(entry.getKey())) {
                                final TimeSyncedIterator tsi = new TimeSyncedIterator(entry.getKey(), sub.getFilterTagKs(), query_results.get(i));
                                final NumericFillPolicy fill = fills.get(entry.getKey());
                                if (fill != null) {
                                    tsi.setFillPolicy(fill);
                                }
                                ei.addResults(entry.getKey(), tsi);
                                if (LOG.isDebugEnabled()) {
                                    LOG.debug("Added results for " + entry.getKey() + " to " + ei.getId());
                                }
                            }
                        }
                    }
                }
            }
            // handle nested expressions
            final DirectedAcyclicGraph<String, DefaultEdge> graph = new DirectedAcyclicGraph<String, DefaultEdge>(DefaultEdge.class);
            for (final Entry<String, ExpressionIterator> eii : expressions.entrySet()) {
                if (LOG.isDebugEnabled()) {
                    LOG.debug(String.format("Expression entry key is %s, value is %s", eii.getKey(), eii.getValue().toString()));
                    LOG.debug(String.format("Time to loop through the variable names " + "for %s", eii.getKey()));
                }
                if (!graph.containsVertex(eii.getKey())) {
                    if (LOG.isDebugEnabled()) {
                        LOG.debug("Adding vertex " + eii.getKey());
                    }
                    graph.addVertex(eii.getKey());
                }
                for (final String var : eii.getValue().getVariableNames()) {
                    if (LOG.isDebugEnabled()) {
                        LOG.debug(String.format("var is %s", var));
                    }
                    final ExpressionIterator ei = expressions.get(var);
                    if (ei != null) {
                        if (LOG.isDebugEnabled()) {
                            LOG.debug(String.format("The expression iterator for %s is %s", var, ei.toString()));
                        }
                        // TODO - really ought to calculate this earlier
                        if (eii.getKey().equals(var)) {
                            throw new IllegalArgumentException("Self referencing expression found: " + eii.getKey());
                        }
                        if (LOG.isDebugEnabled()) {
                            LOG.debug("Nested expression detected. " + eii.getKey() + " depends on " + var);
                        }
                        if (!graph.containsVertex(eii.getKey())) {
                            if (LOG.isDebugEnabled()) {
                                LOG.debug("Added vertex " + eii.getKey());
                            }
                            graph.addVertex(eii.getKey());
                        } else if (LOG.isDebugEnabled()) {
                            LOG.debug("Already contains vertex " + eii.getKey());
                        }
                        if (!graph.containsVertex(var)) {
                            if (LOG.isDebugEnabled()) {
                                LOG.debug("Added vertex " + var);
                            }
                            graph.addVertex(var);
                        } else if (LOG.isDebugEnabled()) {
                            LOG.debug("Already contains vertex " + var);
                        }
                        try {
                            if (LOG.isDebugEnabled()) {
                                LOG.debug("Added Edge " + eii.getKey() + " - " + var);
                            }
                            graph.addDagEdge(eii.getKey(), var);
                        } catch (CycleFoundException cfe) {
                            throw new IllegalArgumentException("Circular reference found: " + eii.getKey(), cfe);
                        }
                    } else if (LOG.isDebugEnabled()) {
                        LOG.debug(String.format("The expression iterator for %s is null", var));
                    }
                }
            }
            // compile all of the expressions
            final long intersect_start = DateTime.currentTimeMillis();
            final Integer expressionLength = expressions.size();
            final ExpressionIterator[] compile_stack = new ExpressionIterator[expressionLength];
            final TopologicalOrderIterator<String, DefaultEdge> it = new TopologicalOrderIterator<String, DefaultEdge>(graph);
            if (LOG.isDebugEnabled()) {
                LOG.debug(String.format("Expressions Size is %d", expressionLength));
                LOG.debug(String.format("Topology Iterator %s", it.toString()));
            }
            int i = 0;
            while (it.hasNext()) {
                String next = it.next();
                if (LOG.isDebugEnabled()) {
                    LOG.debug(String.format("Expression: %s", next));
                }
                ExpressionIterator ei = expressions.get(next);
                if (LOG.isDebugEnabled()) {
                    LOG.debug(String.format("Expression Iterator: %s", ei.toString()));
                }
                if (ei == null) {
                    LOG.error(String.format("The expression iterator for %s is null", next));
                }
                compile_stack[i] = ei;
                if (LOG.isDebugEnabled()) {
                    LOG.debug(String.format("Added expression %s to compile_stack[%d]", next, i));
                }
                i++;
            }
            if (i != expressionLength) {
                throw new IOException(String.format(" Internal Error: Fewer " + "expressions where added to the compile stack than " + "expressions.size (%d instead of %d)", i, expressionLength));
            }
            if (LOG.isDebugEnabled()) {
                LOG.debug(String.format("compile stack length: %d", compile_stack.length));
            }
            for (int x = compile_stack.length - 1; x >= 0; x--) {
                if (compile_stack[x] == null) {
                    throw new NullPointerException(String.format("Item %d in " + "compile_stack[] is null", x));
                }
                // look for and add expressions
                for (final String var : compile_stack[x].getVariableNames()) {
                    if (LOG.isDebugEnabled()) {
                        LOG.debug(String.format("Looking for variable %s for %s", var, compile_stack[x].getId()));
                    }
                    ExpressionIterator source = expressions.get(var);
                    if (source != null) {
                        compile_stack[x].addResults(var, source.getCopy());
                        if (LOG.isDebugEnabled()) {
                            LOG.debug(String.format("Adding expression %s to %s", source.getId(), compile_stack[x].getId()));
                        }
                    }
                }
                compile_stack[x].compile();
                if (LOG.isDebugEnabled()) {
                    LOG.debug(String.format("Successfully compiled %s", compile_stack[x].getId()));
                }
            }
            if (LOG.isDebugEnabled()) {
                LOG.debug("Finished compilations in " + (DateTime.currentTimeMillis() - intersect_start) + " ms");
            }
            return serialize().addCallback(new CompleteCB()).addErrback(new ErrorCB());
        }
    }
    /**
     * Callback executed after we have resolved the metric, tag names and tag
     * values to their respective UIDs. This callback then runs the actual 
     * queries and fetches their results.
     */
    class BuildCB implements Callback<Deferred<Object>, net.opentsdb.core.Query[]> {

        @Override
        public Deferred<Object> call(final net.opentsdb.core.Query[] queries) {
            final ArrayList<Deferred<DataPoints[]>> deferreds = new ArrayList<Deferred<DataPoints[]>>(queries.length);
            for (final net.opentsdb.core.Query query : queries) {
                deferreds.add(query.runAsync());
            }
            return Deferred.groupInOrder(deferreds).addCallback(new QueriesCB()).addErrback(new ErrorCB());
        }
    }
    // TODO - only run the ones that will be involved in an output. Folks WILL
    // ask for stuff they don't need.... *sigh*
    ts_query.buildQueriesAsync(tsdb).addCallback(new BuildCB()).addErrback(new ErrorCB());
}

Example 4 with DataPoints

use of net.opentsdb.core.DataPoints in project opentsdb by OpenTSDB.

the class QueryRpc method handleQuery.

/**
   * Processing for a data point query
   * @param tsdb The TSDB to which we belong
   * @param query The HTTP query to parse/respond
   * @param allow_expressions Whether or not expressions should be parsed
   * (based on the endpoint)
   */
private void handleQuery(final TSDB tsdb, final HttpQuery query, final boolean allow_expressions) {
    final long start = DateTime.currentTimeMillis();
    final TSQuery data_query;
    final List<ExpressionTree> expressions;
    if (query.method() == HttpMethod.POST) {
        switch(query.apiVersion()) {
            case 0:
            case 1:
                data_query = query.serializer().parseQueryV1();
                break;
            default:
                query_invalid.incrementAndGet();
                throw new BadRequestException(HttpResponseStatus.NOT_IMPLEMENTED, "Requested API version not implemented", "Version " + query.apiVersion() + " is not implemented");
        }
        expressions = null;
    } else {
        expressions = new ArrayList<ExpressionTree>();
        data_query = parseQuery(tsdb, query, expressions);
    }
    if (query.getAPIMethod() == HttpMethod.DELETE && tsdb.getConfig().getBoolean("tsd.http.query.allow_delete")) {
        data_query.setDelete(true);
    }
    // validate and then compile the queries
    try {
        LOG.debug(data_query.toString());
        data_query.validateAndSetQuery();
    } catch (Exception e) {
        throw new BadRequestException(HttpResponseStatus.BAD_REQUEST, e.getMessage(), data_query.toString(), e);
    }
    // if the user tried this query multiple times from the same IP and src port
    // they'll be rejected on subsequent calls
    final QueryStats query_stats = new QueryStats(query.getRemoteAddress(), data_query, query.getPrintableHeaders());
    data_query.setQueryStats(query_stats);
    query.setStats(query_stats);
    final int nqueries = data_query.getQueries().size();
    final ArrayList<DataPoints[]> results = new ArrayList<DataPoints[]>(nqueries);
    final List<Annotation> globals = new ArrayList<Annotation>();
    /** This has to be attached to callbacks or we may never respond to clients */
    class ErrorCB implements Callback<Object, Exception> {

        public Object call(final Exception e) throws Exception {
            Throwable ex = e;
            try {
                LOG.error("Query exception: ", e);
                if (ex instanceof DeferredGroupException) {
                    ex = e.getCause();
                    while (ex != null && ex instanceof DeferredGroupException) {
                        ex = ex.getCause();
                    }
                    if (ex == null) {
                        LOG.error("The deferred group exception didn't have a cause???");
                    }
                }
                if (ex instanceof RpcTimedOutException) {
                    query_stats.markSerialized(HttpResponseStatus.REQUEST_TIMEOUT, ex);
                    query.badRequest(new BadRequestException(HttpResponseStatus.REQUEST_TIMEOUT, ex.getMessage()));
                    query_exceptions.incrementAndGet();
                } else if (ex instanceof HBaseException) {
                    query_stats.markSerialized(HttpResponseStatus.FAILED_DEPENDENCY, ex);
                    query.badRequest(new BadRequestException(HttpResponseStatus.FAILED_DEPENDENCY, ex.getMessage()));
                    query_exceptions.incrementAndGet();
                } else if (ex instanceof QueryException) {
                    query_stats.markSerialized(((QueryException) ex).getStatus(), ex);
                    query.badRequest(new BadRequestException(((QueryException) ex).getStatus(), ex.getMessage()));
                    query_exceptions.incrementAndGet();
                } else if (ex instanceof BadRequestException) {
                    query_stats.markSerialized(((BadRequestException) ex).getStatus(), ex);
                    query.badRequest((BadRequestException) ex);
                    query_invalid.incrementAndGet();
                } else if (ex instanceof NoSuchUniqueName) {
                    query_stats.markSerialized(HttpResponseStatus.BAD_REQUEST, ex);
                    query.badRequest(new BadRequestException(ex));
                    query_invalid.incrementAndGet();
                } else {
                    query_stats.markSerialized(HttpResponseStatus.INTERNAL_SERVER_ERROR, ex);
                    query.badRequest(new BadRequestException(ex));
                    query_exceptions.incrementAndGet();
                }
            } catch (RuntimeException ex2) {
                LOG.error("Exception thrown during exception handling", ex2);
                query_stats.markSerialized(HttpResponseStatus.INTERNAL_SERVER_ERROR, ex2);
                query.sendReply(HttpResponseStatus.INTERNAL_SERVER_ERROR, ex2.getMessage().getBytes());
                query_exceptions.incrementAndGet();
            }
            return null;
        }
    }
    /**
     * After all of the queries have run, we get the results in the order given
     * and add dump the results in an array
     */
    class QueriesCB implements Callback<Object, ArrayList<DataPoints[]>> {

        public Object call(final ArrayList<DataPoints[]> query_results) throws Exception {
            if (allow_expressions) {
                // process each of the expressions into a new list, then merge it
                // with the original. This avoids possible recursion loops.
                final List<DataPoints[]> expression_results = new ArrayList<DataPoints[]>(expressions.size());
                // let exceptions bubble up
                for (final ExpressionTree expression : expressions) {
                    expression_results.add(expression.evaluate(query_results));
                }
                results.addAll(expression_results);
            } else {
                results.addAll(query_results);
            }
            /** Simply returns the buffer once serialization is complete and logs it */
            class SendIt implements Callback<Object, ChannelBuffer> {

                public Object call(final ChannelBuffer buffer) throws Exception {
                    query.sendReply(buffer);
                    query_success.incrementAndGet();
                    return null;
                }
            }
            switch(query.apiVersion()) {
                case 0:
                case 1:
                    query.serializer().formatQueryAsyncV1(data_query, results, globals).addCallback(new SendIt()).addErrback(new ErrorCB());
                    break;
                default:
                    query_invalid.incrementAndGet();
                    throw new BadRequestException(HttpResponseStatus.NOT_IMPLEMENTED, "Requested API version not implemented", "Version " + query.apiVersion() + " is not implemented");
            }
            return null;
        }
    }
    /**
     * Callback executed after we have resolved the metric, tag names and tag
     * values to their respective UIDs. This callback then runs the actual 
     * queries and fetches their results.
     */
    class BuildCB implements Callback<Deferred<Object>, Query[]> {

        @Override
        public Deferred<Object> call(final Query[] queries) {
            final ArrayList<Deferred<DataPoints[]>> deferreds = new ArrayList<Deferred<DataPoints[]>>(queries.length);
            for (final Query query : queries) {
                deferreds.add(query.runAsync());
            }
            return Deferred.groupInOrder(deferreds).addCallback(new QueriesCB());
        }
    }
    /** Handles storing the global annotations after fetching them */
    class GlobalCB implements Callback<Object, List<Annotation>> {

        public Object call(final List<Annotation> annotations) throws Exception {
            globals.addAll(annotations);
            return data_query.buildQueriesAsync(tsdb).addCallback(new BuildCB());
        }
    }
    // when complete
    if (!data_query.getNoAnnotations() && data_query.getGlobalAnnotations()) {
        Annotation.getGlobalAnnotations(tsdb, data_query.startTime() / 1000, data_query.endTime() / 1000).addCallback(new GlobalCB()).addErrback(new ErrorCB());
    } else {
        data_query.buildQueriesAsync(tsdb).addCallback(new BuildCB()).addErrback(new ErrorCB());
    }
}

Example 5 with DataPoints

use of net.opentsdb.core.DataPoints in project opentsdb by OpenTSDB.

the class GraphHandler method respondAsciiQuery.

/**
   * Respond to a query that wants the output in ASCII.
   * <p>
   * When a query specifies the "ascii" query string parameter, we send the
   * data points back to the client in plain text instead of sending a PNG.
   * @param query The query we're currently serving.
   * @param max_age The maximum time (in seconds) we wanna allow clients to
   * cache the result in case of a cache hit.
   * @param basepath The base path used for the Gnuplot files.
   * @param plot The plot object to generate Gnuplot's input files.
   */
private static void respondAsciiQuery(final HttpQuery query, final int max_age, final String basepath, final Plot plot) {
    final String path = basepath + ".txt";
    PrintWriter asciifile;
    try {
        asciifile = new PrintWriter(path);
    } catch (IOException e) {
        query.internalError(e);
        return;
    }
    try {
        final StringBuilder tagbuf = new StringBuilder();
        for (final DataPoints dp : plot.getDataPoints()) {
            final String metric = dp.metricName();
            tagbuf.setLength(0);
            for (final Map.Entry<String, String> tag : dp.getTags().entrySet()) {
                tagbuf.append(' ').append(tag.getKey()).append('=').append(tag.getValue());
            }
            for (final DataPoint d : dp) {
                if (d.isInteger()) {
                    printMetricHeader(asciifile, metric, d.timestamp());
                    asciifile.print(d.longValue());
                } else {
                    // Doubles require extra processing.
                    final double value = d.doubleValue();
                    // Value might be NaN or infinity.
                    if (Double.isInfinite(value)) {
                        // Infinity is invalid.
                        throw new IllegalStateException("Infinity:" + value + " d=" + d + ", query=" + query);
                    } else if (Double.isNaN(value)) {
                        // NaNs should be skipped.
                        continue;
                    }
                    printMetricHeader(asciifile, metric, d.timestamp());
                    asciifile.print(value);
                }
                asciifile.print(tagbuf);
                asciifile.print('\n');
            }
        }
    } finally {
        asciifile.close();
    }
    try {
        query.sendFile(path, max_age);
    } catch (IOException e) {
        query.internalError(e);
    }
}