Examples with EmrVpcPricingState org.finra.herd.model.dto.EmrVpcPricingState used on opensource projects

Example 1 with EmrVpcPricingState

use of org.finra.herd.model.dto.EmrVpcPricingState in project herd by FINRAOS.

the class EmrPricingHelperTest method testBestPriceAlgorithmicMaxSearchPriceTooLowAndSpotPriceNotAvailable.

/**
 * Tests algorithmic case when the max search price is lower than on-demand price and spot price is not available. The update method should throw an error
 * indicating that no subnets satisfied the given criteria.
 */
@Test
public void testBestPriceAlgorithmicMaxSearchPriceTooLowAndSpotPriceNotAvailable() {
    String subnetId = SUBNET_1;
    // For master instance definition, use instance type that does not have spot price available.
    MasterInstanceDefinition masterInstanceDefinition = new MasterInstanceDefinition();
    masterInstanceDefinition.setInstanceCount(1);
    masterInstanceDefinition.setInstanceType(INSTANCE_TYPE_4);
    masterInstanceDefinition.setInstanceMaxSearchPrice(ON_DEMAND_LESS_ONE);
    InstanceDefinition coreInstanceDefinition = null;
    InstanceDefinition taskInstanceDefinition = null;
    // Try with master failing criteria
    try {
        updateEmrClusterDefinitionWithBestPrice(subnetId, masterInstanceDefinition, coreInstanceDefinition, taskInstanceDefinition);
        fail();
    } catch (ObjectNotFoundException e) {
        // Set expected EMR VPC price state.
        EmrVpcPricingState expectedEmrVpcPricingState = new EmrVpcPricingState();
        expectedEmrVpcPricingState.setSubnetAvailableIpAddressCounts(new HashMap<String, Integer>() {

            {
                put(SUBNET_1, 10);
            }
        });
        expectedEmrVpcPricingState.setSpotPricesPerAvailabilityZone(new HashMap<String, Map<String, BigDecimal>>() {

            {
                put(AVAILABILITY_ZONE_1, new HashMap<>());
            }
        });
        expectedEmrVpcPricingState.setOnDemandPricesPerAvailabilityZone(new HashMap<String, Map<String, BigDecimal>>() {

            {
                put(AVAILABILITY_ZONE_1, new HashMap<String, BigDecimal>() {

                    {
                        put(INSTANCE_TYPE_4, ON_DEMAND);
                    }
                });
            }
        });
        assertEquals(String.format("There were no subnets which satisfied your best price search criteria. If you explicitly opted to use spot EC2 instances, please confirm " + "that your instance types support spot pricing. Otherwise, try setting the max price or the on-demand threshold to a higher value.%n%s", emrVpcPricingStateFormatter.format(expectedEmrVpcPricingState)), e.getMessage());
    }
}

Example 2 with EmrVpcPricingState

use of org.finra.herd.model.dto.EmrVpcPricingState in project herd by FINRAOS.

the class EmrPricingHelperTest method testBestPriceExplicitSpotAndSpotPriceNotAvailable.

/**
 * Tests algorithmic case when spot is explicitly requested and spot price is not available. The update method should throw an error indicating that no
 * subnets satisfied the given criteria.
 */
@Test
public void testBestPriceExplicitSpotAndSpotPriceNotAvailable() {
    String subnetId = SUBNET_1;
    // For master instance definition, use instance type that does not have spot price available.
    MasterInstanceDefinition masterInstanceDefinition = new MasterInstanceDefinition();
    masterInstanceDefinition.setInstanceCount(1);
    masterInstanceDefinition.setInstanceType(INSTANCE_TYPE_4);
    masterInstanceDefinition.setInstanceSpotPrice(ON_DEMAND);
    InstanceDefinition coreInstanceDefinition = null;
    InstanceDefinition taskInstanceDefinition = null;
    // Try with master failing criteria
    try {
        updateEmrClusterDefinitionWithBestPrice(subnetId, masterInstanceDefinition, coreInstanceDefinition, taskInstanceDefinition);
        fail();
    } catch (ObjectNotFoundException e) {
        // Set expected EMR VPC price state.
        EmrVpcPricingState expectedEmrVpcPricingState = new EmrVpcPricingState();
        expectedEmrVpcPricingState.setSubnetAvailableIpAddressCounts(new HashMap<String, Integer>() {

            {
                put(SUBNET_1, 10);
            }
        });
        expectedEmrVpcPricingState.setSpotPricesPerAvailabilityZone(new HashMap<String, Map<String, BigDecimal>>() {

            {
                put(AVAILABILITY_ZONE_1, new HashMap<>());
            }
        });
        expectedEmrVpcPricingState.setOnDemandPricesPerAvailabilityZone(new HashMap<String, Map<String, BigDecimal>>() {

            {
                put(AVAILABILITY_ZONE_1, new HashMap<String, BigDecimal>() {

                    {
                        put(INSTANCE_TYPE_4, ON_DEMAND);
                    }
                });
            }
        });
        assertEquals(String.format("There were no subnets which satisfied your best price search criteria. If you explicitly opted to use spot EC2 instances, please confirm " + "that your instance types support spot pricing. Otherwise, try setting the max price or the on-demand threshold to a higher value.%n%s", emrVpcPricingStateFormatter.format(expectedEmrVpcPricingState)), e.getMessage());
    }
}

Example 3 with EmrVpcPricingState

use of org.finra.herd.model.dto.EmrVpcPricingState in project herd by FINRAOS.

the class EmrPricingHelper method updateEmrClusterDefinitionWithBestPrice.

/**
 * Finds the best price for each master and core instances based on the subnets and master and core instance search parameters given in the definition.
 * <p/>
 * The results of the findings are used to update the given definition.
 * <p/>
 * If the instance's instanceSpotPrice is set, the instance definition will keep that value. If the instance's instanceMaxSearchPrice is set, the best price
 * will be found. If the found price is spot, the instanceSpotPrice will be set to the value of instanceMaxSearchPrice. If the found price is on-demand, the
 * instanceSpotPrice will be removed. The definition's subnetId will be set to the particular subnet which the best price is found. The value will always be
 * replaced by a single subnet ID.
 * <p/>
 * The definition's instanceMaxSearchPrice and instanceOnDemandThreshold will be removed by this operation.
 *
 * @param emrClusterAlternateKeyDto EMR cluster alternate key
 * @param emrClusterDefinition The EMR cluster definition with search criteria, and the definition that will be updated
 * @param awsParamsDto the AWS related parameters for access/secret keys and proxy details
 */
public void updateEmrClusterDefinitionWithBestPrice(EmrClusterAlternateKeyDto emrClusterAlternateKeyDto, EmrClusterDefinition emrClusterDefinition, AwsParamsDto awsParamsDto) {
    EmrVpcPricingState emrVpcPricingState = new EmrVpcPricingState();
    // Get total count of instances this definition will attempt to create
    int totalInstanceCount = getTotalInstanceCount(emrClusterDefinition);
    // Get the subnet information
    List<Subnet> subnets = getSubnets(emrClusterDefinition, awsParamsDto);
    for (Subnet subnet : subnets) {
        emrVpcPricingState.getSubnetAvailableIpAddressCounts().put(subnet.getSubnetId(), subnet.getAvailableIpAddressCount());
    }
    // Filter out subnets with not enough available IPs
    removeSubnetsWithAvailableIpsLessThan(subnets, totalInstanceCount);
    if (subnets.isEmpty()) {
        LOGGER.info(String.format("Insufficient IP availability. namespace=\"%s\" emrClusterDefinitionName=\"%s\" emrClusterName=\"%s\" " + "totalRequestedInstanceCount=%s emrVpcPricingState=%s", emrClusterAlternateKeyDto.getNamespace(), emrClusterAlternateKeyDto.getEmrClusterDefinitionName(), emrClusterAlternateKeyDto.getEmrClusterName(), totalInstanceCount, jsonHelper.objectToJson(emrVpcPricingState)));
        throw new ObjectNotFoundException(String.format("There are no subnets in the current VPC which have sufficient IP addresses available to run your " + "clusters. Try expanding the list of subnets or try again later. requestedInstanceCount=%s%n%s", totalInstanceCount, emrVpcPricingStateFormatter.format(emrVpcPricingState)));
    }
    // Best prices are accumulated in this list
    List<EmrClusterPriceDto> emrClusterPrices = new ArrayList<>();
    InstanceDefinition masterInstanceDefinition = getMasterInstanceDefinition(emrClusterDefinition);
    InstanceDefinition coreInstanceDefinition = getCoreInstanceDefinition(emrClusterDefinition);
    InstanceDefinition taskInstanceDefinition = getTaskInstanceDefinition(emrClusterDefinition);
    Set<String> requestedInstanceTypes = new HashSet<>();
    String masterInstanceType = masterInstanceDefinition.getInstanceType();
    requestedInstanceTypes.add(masterInstanceType);
    if (coreInstanceDefinition != null) {
        String coreInstanceType = coreInstanceDefinition.getInstanceType();
        requestedInstanceTypes.add(coreInstanceType);
    }
    if (taskInstanceDefinition != null) {
        String taskInstanceType = taskInstanceDefinition.getInstanceType();
        requestedInstanceTypes.add(taskInstanceType);
    }
    // Get AZs for the subnets
    for (AvailabilityZone availabilityZone : getAvailabilityZones(subnets, awsParamsDto)) {
        // Create a mapping of instance types to prices for more efficient, in-memory lookup
        // This method also validates that the given instance types are real instance types supported by AWS.
        Map<String, BigDecimal> instanceTypeOnDemandPrices = getInstanceTypeOnDemandPrices(availabilityZone, requestedInstanceTypes);
        // Create a mapping of instance types to prices for more efficient, in-memory lookup
        // When AWS does not return any spot price history for an instance type in an availability zone, the algorithm will not use that availability zone
        // when selecting the lowest price.
        Map<String, BigDecimal> instanceTypeSpotPrices = getInstanceTypeSpotPrices(availabilityZone, requestedInstanceTypes, awsParamsDto);
        emrVpcPricingState.getSpotPricesPerAvailabilityZone().put(availabilityZone.getZoneName(), instanceTypeSpotPrices);
        emrVpcPricingState.getOnDemandPricesPerAvailabilityZone().put(availabilityZone.getZoneName(), instanceTypeOnDemandPrices);
        // Get and compare master price
        BigDecimal masterSpotPrice = instanceTypeSpotPrices.get(masterInstanceType);
        BigDecimal masterOnDemandPrice = instanceTypeOnDemandPrices.get(masterInstanceType);
        Ec2PriceDto masterPrice = getBestInstancePrice(masterSpotPrice, masterOnDemandPrice, masterInstanceDefinition);
        // Get and compare core price
        Ec2PriceDto corePrice = null;
        if (coreInstanceDefinition != null) {
            String coreInstanceType = coreInstanceDefinition.getInstanceType();
            BigDecimal coreSpotPrice = instanceTypeSpotPrices.get(coreInstanceType);
            BigDecimal coreOnDemandPrice = instanceTypeOnDemandPrices.get(coreInstanceType);
            corePrice = getBestInstancePrice(coreSpotPrice, coreOnDemandPrice, coreInstanceDefinition);
        }
        // Get and compare task price
        Ec2PriceDto taskPrice = null;
        if (taskInstanceDefinition != null) {
            String taskInstanceType = taskInstanceDefinition.getInstanceType();
            BigDecimal taskSpotPrice = instanceTypeSpotPrices.get(taskInstanceType);
            BigDecimal taskOnDemandPrice = instanceTypeOnDemandPrices.get(taskInstanceType);
            taskPrice = getBestInstancePrice(taskSpotPrice, taskOnDemandPrice, taskInstanceDefinition);
        }
        // If prices were found
        if (masterPrice != null && (coreInstanceDefinition == null || corePrice != null) && (taskInstanceDefinition == null || taskPrice != null)) {
            // Add the pricing result to the result list
            emrClusterPrices.add(createEmrClusterPrice(availabilityZone, masterPrice, corePrice, taskPrice));
        }
    // If prices were not found for either master or core, this AZ cannot satisfy the search criteria. Ignore this AZ.
    }
    if (emrClusterPrices.isEmpty()) {
        LOGGER.info(String.format("No subnets which satisfied the best price search criteria. namespace=\"%s\" emrClusterDefinitionName=\"%s\" " + "emrClusterName=\"%s\" emrVpcPricingState=%s", emrClusterAlternateKeyDto.getNamespace(), emrClusterAlternateKeyDto.getEmrClusterDefinitionName(), emrClusterAlternateKeyDto.getEmrClusterName(), jsonHelper.objectToJson(emrVpcPricingState)));
        throw new ObjectNotFoundException(String.format("There were no subnets which satisfied your best price search criteria. If you explicitly opted to use spot EC2 instances, please confirm " + "that your instance types support spot pricing. Otherwise, try setting the max price or the on-demand threshold to a higher value.%n%s", emrVpcPricingStateFormatter.format(emrVpcPricingState)));
    }
    // Find the best prices from the result list
    EmrClusterPriceDto bestEmrClusterPrice = getEmrClusterPriceWithLowestCoreInstancePrice(emrClusterPrices);
    // Find the best subnet among the best AZ's
    Subnet bestEmrClusterSubnet = getBestSubnetForAvailabilityZone(bestEmrClusterPrice.getAvailabilityZone(), subnets);
    // Update the definition with the new calculated values
    updateInstanceDefinitionsWithBestPrice(emrClusterDefinition, bestEmrClusterSubnet, bestEmrClusterPrice);
}