public Result process(
long startMilli,
boolean processDelayed,
ProcessorConfig config,
String[] items,
Map<Product, ReadWriteData> usageDataByProduct,
Map<Product, ReadWriteData> costDataByProduct,
Map<String, Double> ondemandRate) {
if (StringUtils.isEmpty(items[accountIdIndex])
|| StringUtils.isEmpty(items[productIndex])
|| StringUtils.isEmpty(items[usageTypeIndex])
|| StringUtils.isEmpty(items[operationIndex])
|| StringUtils.isEmpty(items[usageQuantityIndex])
|| StringUtils.isEmpty(items[costIndex])) return Result.ignore;
Account account = config.accountService.getAccountById(items[accountIdIndex]);
if (account == null) return Result.ignore;
double usageValue = Double.parseDouble(items[usageQuantityIndex]);
double costValue = Double.parseDouble(items[costIndex]);
long millisStart;
long millisEnd;
try {
millisStart = amazonBillingDateFormat.parseMillis(items[startTimeIndex]);
millisEnd = amazonBillingDateFormat.parseMillis(items[endTimeIndex]);
} catch (IllegalArgumentException e) {
millisStart = amazonBillingDateFormat2.parseMillis(items[startTimeIndex]);
millisEnd = amazonBillingDateFormat2.parseMillis(items[endTimeIndex]);
}
Product product = config.productService.getProductByAwsName(items[productIndex]);
boolean reservationUsage = "Y".equals(items[reservedIndex]);
ReformedMetaData reformedMetaData =
reform(
millisStart,
config,
product,
reservationUsage,
items[operationIndex],
items[usageTypeIndex],
items[descriptionIndex],
costValue);
product = reformedMetaData.product;
Operation operation = reformedMetaData.operation;
UsageType usageType = reformedMetaData.usageType;
Zone zone = Zone.getZone(items[zoneIndex], reformedMetaData.region);
int startIndex = (int) ((millisStart - startMilli) / AwsUtils.hourMillis);
int endIndex = (int) ((millisEnd + 1000 - startMilli) / AwsUtils.hourMillis);
Result result = Result.hourly;
if (product == Product.ec2_instance) {
result = processEc2Instance(processDelayed, reservationUsage, operation, zone);
} else if (product == Product.redshift) {
result = processRedshift(processDelayed, reservationUsage, operation, costValue);
} else if (product == Product.data_transfer) {
result = processDataTranfer(processDelayed, usageType);
} else if (product == Product.cloudhsm) {
result = processCloudhsm(processDelayed, usageType);
} else if (product == Product.ebs) {
result = processEbs(usageType);
} else if (product == Product.rds) {
result = processRds(usageType);
}
if (result == Result.ignore || result == Result.delay) return result;
if (usageType.name.startsWith("TimedStorage-ByteHrs")) result = Result.daily;
boolean monthlyCost =
StringUtils.isEmpty(items[descriptionIndex])
? false
: items[descriptionIndex].toLowerCase().contains("-month");
ReadWriteData usageData = usageDataByProduct.get(null);
ReadWriteData costData = costDataByProduct.get(null);
ReadWriteData usageDataOfProduct = usageDataByProduct.get(product);
ReadWriteData costDataOfProduct = costDataByProduct.get(product);
if (result == Result.daily) {
DateMidnight dm = new DateMidnight(millisStart, DateTimeZone.UTC);
millisStart = dm.getMillis();
startIndex = (int) ((millisStart - startMilli) / AwsUtils.hourMillis);
endIndex = startIndex + 24;
} else if (result == Result.monthly) {
startIndex = 0;
endIndex = usageData.getNum();
int numHoursInMonth =
new DateTime(startMilli, DateTimeZone.UTC).dayOfMonth().getMaximumValue() * 24;
usageValue = usageValue * endIndex / numHoursInMonth;
costValue = costValue * endIndex / numHoursInMonth;
}
if (monthlyCost) {
int numHoursInMonth =
new DateTime(startMilli, DateTimeZone.UTC).dayOfMonth().getMaximumValue() * 24;
usageValue = usageValue * numHoursInMonth;
}
int[] indexes;
if (endIndex - startIndex > 1) {
usageValue = usageValue / (endIndex - startIndex);
costValue = costValue / (endIndex - startIndex);
indexes = new int[endIndex - startIndex];
for (int i = 0; i < indexes.length; i++) indexes[i] = startIndex + i;
} else {
indexes = new int[] {startIndex};
}
TagGroup tagGroup =
TagGroup.getTagGroup(
account, reformedMetaData.region, zone, product, operation, usageType, null);
TagGroup resourceTagGroup = null;
if (costValue > 0
&& !reservationUsage
&& product == Product.ec2_instance
&& tagGroup.operation == Operation.ondemandInstances) {
String key = operation + "|" + tagGroup.region + "|" + usageType;
ondemandRate.put(key, costValue / usageValue);
}
double resourceCostValue = costValue;
if (items.length > resourceIndex
&& !StringUtils.isEmpty(items[resourceIndex])
&& config.resourceService != null) {
if (config.useCostForResourceGroup.equals("modeled") && product == Product.ec2_instance)
operation =
Operation.getReservedInstances(
config.reservationService.getDefaultReservationUtilization(0L));
if (product == Product.ec2_instance && operation instanceof Operation.ReservationOperation) {
UsageType usageTypeForPrice = usageType;
if (usageType.name.endsWith(InstanceOs.others.name())) {
usageTypeForPrice =
UsageType.getUsageType(
usageType.name.replace(InstanceOs.others.name(), InstanceOs.windows.name()),
usageType.unit);
}
try {
resourceCostValue =
usageValue
* config.reservationService.getLatestHourlyTotalPrice(
millisStart,
tagGroup.region,
usageTypeForPrice,
config.reservationService.getDefaultReservationUtilization(0L));
} catch (Exception e) {
logger.error("failed to get RI price for " + tagGroup.region + " " + usageTypeForPrice);
resourceCostValue = -1;
}
}
String resourceGroupStr =
config.resourceService.getResource(
account, reformedMetaData.region, product, items[resourceIndex], items, millisStart);
if (!StringUtils.isEmpty(resourceGroupStr)) {
ResourceGroup resourceGroup = ResourceGroup.getResourceGroup(resourceGroupStr);
resourceTagGroup =
TagGroup.getTagGroup(
account,
reformedMetaData.region,
zone,
product,
operation,
usageType,
resourceGroup);
if (usageDataOfProduct == null) {
usageDataOfProduct = new ReadWriteData();
costDataOfProduct = new ReadWriteData();
usageDataByProduct.put(product, usageDataOfProduct);
costDataByProduct.put(product, costDataOfProduct);
}
}
}
if (config.randomizer != null && product == Product.monitor) return result;
for (int i : indexes) {
if (config.randomizer != null) {
if (tagGroup.product != Product.rds
&& tagGroup.product != Product.s3
&& usageData.getData(i).get(tagGroup) != null) break;
long time = millisStart + i * AwsUtils.hourMillis;
usageValue =
config.randomizer.randomizeUsage(
time, resourceTagGroup == null ? tagGroup : resourceTagGroup, usageValue);
costValue = usageValue * config.randomizer.randomizeCost(tagGroup);
}
if (product != Product.monitor) {
Map<TagGroup, Double> usages = usageData.getData(i);
Map<TagGroup, Double> costs = costData.getData(i);
addValue(
usages,
tagGroup,
usageValue,
config.randomizer == null
|| tagGroup.product == Product.rds
|| tagGroup.product == Product.s3);
addValue(
costs,
tagGroup,
costValue,
config.randomizer == null
|| tagGroup.product == Product.rds
|| tagGroup.product == Product.s3);
} else {
resourceCostValue = usageValue * config.costPerMonitorMetricPerHour;
}
if (resourceTagGroup != null) {
Map<TagGroup, Double> usagesOfResource = usageDataOfProduct.getData(i);
Map<TagGroup, Double> costsOfResource = costDataOfProduct.getData(i);
if (config.randomizer == null
|| tagGroup.product == Product.rds
|| tagGroup.product == Product.s3) {
addValue(usagesOfResource, resourceTagGroup, usageValue, product != Product.monitor);
if (!config.useCostForResourceGroup.equals("modeled") || resourceCostValue < 0) {
addValue(costsOfResource, resourceTagGroup, costValue, product != Product.monitor);
} else {
addValue(
costsOfResource, resourceTagGroup, resourceCostValue, product != Product.monitor);
}
} else {
Map<String, Double> distribution = config.randomizer.getDistribution(tagGroup);
for (Map.Entry<String, Double> entry : distribution.entrySet()) {
String app = entry.getKey();
double dist = entry.getValue();
resourceTagGroup =
TagGroup.getTagGroup(
account,
reformedMetaData.region,
zone,
product,
operation,
usageType,
ResourceGroup.getResourceGroup(app));
double usage = usageValue * dist;
if (product == Product.ec2_instance) usage = (int) usageValue * dist;
addValue(usagesOfResource, resourceTagGroup, usage, false);
addValue(
costsOfResource,
resourceTagGroup,
usage * config.randomizer.randomizeCost(tagGroup),
false);
}
}
}
}
return result;
}
protected ReformedMetaData reform(
long millisStart,
ProcessorConfig config,
Product product,
boolean reservationUsage,
String operationStr,
String usageTypeStr,
String description,
double cost) {
Operation operation = null;
UsageType usageType = null;
InstanceOs os = null;
// first try to retrieve region info
int index = usageTypeStr.indexOf("-");
String regionShortName = index > 0 ? usageTypeStr.substring(0, index) : "";
Region region = regionShortName.isEmpty() ? null : Region.getRegionByShortName(regionShortName);
if (region != null) {
usageTypeStr = usageTypeStr.substring(index + 1);
} else {
region = Region.US_EAST_1;
}
if (operationStr.equals("EBS Snapshot Copy")) {
product = Product.ebs;
}
if (usageTypeStr.startsWith("ElasticIP:")) {
product = Product.eip;
} else if (usageTypeStr.startsWith("EBS:")) product = Product.ebs;
else if (usageTypeStr.startsWith("EBSOptimized:")) product = Product.ebs;
else if (usageTypeStr.startsWith("CW:")) product = Product.cloudwatch;
else if (usageTypeStr.startsWith("BoxUsage") && operationStr.startsWith("RunInstances")) {
index = usageTypeStr.indexOf(":");
usageTypeStr = index < 0 ? "m1.small" : usageTypeStr.substring(index + 1);
if (reservationUsage && product == Product.ec2 && cost == 0)
operation = Operation.reservedInstancesFixed;
else if (reservationUsage && product == Product.ec2)
operation =
Operation.getReservedInstances(
config.reservationService.getDefaultReservationUtilization(millisStart));
else operation = Operation.ondemandInstances;
os = getInstanceOs(operationStr);
} else if (usageTypeStr.startsWith("Node") && operationStr.startsWith("RunComputeNode")) {
index = usageTypeStr.indexOf(":");
usageTypeStr = index < 0 ? "m1.small" : usageTypeStr.substring(index + 1);
operation = getOperation(operationStr, reservationUsage, null);
os = getInstanceOs(operationStr);
} else if (usageTypeStr.startsWith("HeavyUsage")
|| usageTypeStr.startsWith("MediumUsage")
|| usageTypeStr.startsWith("LightUsage")) {
index = usageTypeStr.indexOf(":");
String offeringType;
if (index < 0) {
offeringType = usageTypeStr;
usageTypeStr = "m1.small";
} else {
offeringType = usageTypeStr;
usageTypeStr = usageTypeStr.substring(index + 1);
}
operation =
getOperation(
operationStr,
reservationUsage,
Ec2InstanceReservationPrice.ReservationUtilization.get(offeringType));
os = getInstanceOs(operationStr);
}
if (usageTypeStr.equals("Unknown") || usageTypeStr.equals("Not Applicable")) {
usageTypeStr = product.name;
}
if (operation == null) {
operation = Operation.getOperation(operationStr);
}
if (product == Product.ec2 && operation instanceof Operation.ReservationOperation) {
product = Product.ec2_instance;
if (operation instanceof Operation.ReservationOperation) {
if (os != InstanceOs.linux) {
usageTypeStr = usageTypeStr + "." + os;
operation =
operation.name.startsWith("ReservedInstances")
? operation
: Operation.ondemandInstances;
}
}
}
if (usageType == null) {
usageType = UsageType.getUsageType(usageTypeStr, operation, description);
}
return new ReformedMetaData(region, product, operation, usageType);
}