Examples with Function com.srotya.sidewinder.core.functions.list.Function used on opensource projects

Example 6 with Function

use of com.srotya.sidewinder.core.functions.list.Function in project sidewinder by srotya.

the class TestTransformFunctions method testSquare.

@Test
public void testSquare() {
    Function f = new SquareFunction();
    List<SeriesOutput> series = new ArrayList<>();
    SeriesOutput s = new SeriesOutput(Arrays.asList(new DataPoint(1L, 3), new DataPoint(1L, 4)));
    series.add(s);
    List<SeriesOutput> apply = f.apply(series);
    assertEquals(2, apply.get(0).getDataPoints().size());
    assertEquals(9, apply.get(0).getDataPoints().get(0).getLongValue());
    assertEquals(16, apply.get(0).getDataPoints().get(1).getLongValue());
}

Example 7 with Function

use of com.srotya.sidewinder.core.functions.list.Function in project sidewinder by srotya.

the class GrafanaUtils method extractGrafanaAggregation.

public static Function extractGrafanaAggregation(JsonObject jsonElement) {
    if (!jsonElement.has("aggregator")) {
        return null;
    }
    JsonObject obj = jsonElement.get("aggregator").getAsJsonObject();
    if (!obj.has("name") || !obj.has("args")) {
        return null;
    }
    String name = obj.get("name").getAsString();
    if (name.equalsIgnoreCase("none")) {
        return null;
    }
    int multipleFactor = 1;
    if (obj.has("unit")) {
        multipleFactor = toSeconds(obj.get("unit").getAsString());
    }
    Class<? extends Function> lookupFunction = FunctionTable.get().lookupFunction(name);
    if (lookupFunction != null) {
        try {
            Function instance = (Function) lookupFunction.newInstance();
            JsonArray ary = obj.get("args").getAsJsonArray();
            Object[] args = new Object[ary.size()];
            for (JsonElement element : ary) {
                JsonObject arg = element.getAsJsonObject();
                // ignore invalid aggregation function
                if (!arg.has("index") || !arg.has("value")) {
                    return null;
                }
                int index = arg.get("index").getAsInt();
                switch(arg.get("type").getAsString().toLowerCase()) {
                    case "string":
                        args[index] = arg.get("value").getAsString();
                        break;
                    case "int":
                        args[index] = arg.get("value").getAsInt() * multipleFactor;
                        break;
                    case "long":
                        args[index] = arg.get("value").getAsLong() * multipleFactor;
                        break;
                    case "double":
                        args[index] = arg.get("value").getAsDouble();
                        break;
                }
            }
            instance.init(args);
            return instance;
        } catch (Exception e) {
            logger.log(Level.FINE, "Failed to extract aggregate function:" + jsonElement, e);
        }
    }
    return null;
}

Example 8 with Function

use of com.srotya.sidewinder.core.functions.list.Function in project sidewinder by srotya.

the class MiscUtils method createFunctionChain.

public static Function createFunctionChain(String[] parts, int startIndex) throws InstantiationException, IllegalAccessException, Exception {
    Function[] arguments = new Function[parts.length - startIndex];
    for (int k = startIndex, p = 0; k < parts.length; k++, p++) {
        String[] args = parts[k].split(",");
        Class<? extends Function> lookupFunction = FunctionTable.get().lookupFunction(args[0]);
        if (lookupFunction == null) {
            throw new BadRequestException("Unknown function:" + args[0]);
        }
        Function instance = (Function) lookupFunction.newInstance();
        if (args.length - 1 < instance.getNumberOfArgs()) {
            throw new BadRequestException("Insufficient arguments for aggregation function, needed:" + instance.getNumberOfArgs() + ", found:" + (args.length - 1));
        }
        Object[] ary = new Object[args.length - 1];
        for (int i = 1; i < args.length; i++) {
            Matcher matcher = NUMBER.matcher(args[i]);
            if (matcher.matches()) {
                if (matcher.group(1) != null) {
                    ary[i - 1] = Double.parseDouble(args[i]);
                } else {
                    ary[i - 1] = Integer.parseInt(args[i]);
                }
            } else {
                ary[i - 1] = args[i];
            }
        }
        instance.init(ary);
        arguments[p] = instance;
    }
    ChainFunction function = new ChainFunction();
    function.init(arguments);
    return function;
}

Example 9 with Function

use of com.srotya.sidewinder.core.functions.list.Function in project sidewinder by srotya.

the class MiscUtils method extractTargetFromQuery.

public static TargetSeries extractTargetFromQuery(String query) throws Exception {
    if (query == null || query.isEmpty()) {
        return null;
    }
    String[] queryParts = query.split("<=?");
    if (queryParts.length > 1) {
        query = queryParts[1];
    }
    String[] parts = query.split("=>");
    // select part
    query = parts[0];
    String[] splits = query.split("\\.");
    if (splits.length < 2) {
        throw new BadRequestException("Invalid query string:" + query + ". Must contain measurement and value field name");
    }
    String measurementName = splits[0];
    String valueFieldName = splits[1];
    TagFilter tagFilter = null;
    if (splits.length >= 3) {
        try {
            tagFilter = buildTagFilter(splits[2]);
        } catch (InvalidFilterException e) {
            throw new BadRequestException(e);
        }
    }
    Function aggregationFunction = null;
    // if (parts.length > 1) {
    // try {
    // aggregationFunction = createFunctionChain(parts, 1);
    // } catch (Exception e) {
    // throw new BadRequestException(e.getMessage());
    // }
    // }
    FunctionIteratorFactory template = null;
    if (parts.length > 1) {
        template = createIteratorChain(parts, 1);
    }
    return new TargetSeries(measurementName, valueFieldName, tagFilter, aggregationFunction, false, template);
}

Example 10 with Function

use of com.srotya.sidewinder.core.functions.list.Function in project sidewinder by srotya.

the class TestTransformFunctions method testCubeRoot.

@Test
public void testCubeRoot() {
    Function f = new CbrtFunction();
    List<SeriesOutput> series = new ArrayList<>();
    SeriesOutput s = new SeriesOutput(Arrays.asList(new DataPoint(1L, 27), new DataPoint(1L, 64)));
    series.add(s);
    List<SeriesOutput> apply = f.apply(series);
    assertEquals(2, apply.get(0).getDataPoints().size());
    assertEquals(3, apply.get(0).getDataPoints().get(0).getLongValue());
    assertEquals(4, apply.get(0).getDataPoints().get(1).getLongValue());
}