private boolean isSuccess(MWStructArray success) {
MWNumericArray sucMat;
for (int i = 1; i <= success.getDimensions()[1]; i++) {
sucMat = (MWNumericArray) success.getField(SeUtils.MW.WORKER.STRUCT_ARRAY_VALUE_FIELD, i);
double suc = sucMat.getDouble(1);
if (suc < 1) {
return false;
}
disposeMatArrays(sucMat);
}
return true;
}
// Deserializes a byte arraylist to MWNumericArray
private MWNumericArray getNumericArray(List<Byte> byteArrayList) {
byte[] byteArray = new byte[byteArrayList.size()];
MWNumericArray numericArray = null;
for (int i = 0; i < byteArrayList.size(); i++) {
byteArray[i] = byteArrayList.get(i);
}
// deserialize
if (byteArray.length > 0) numericArray = (MWNumericArray) MWNumericArray.deserialize(byteArray);
return numericArray;
}
/*WARNING: everything related to matlab should be taken carefully, except for return value from function method any
other matlab array object such as from new should be disposed explicitly. And set method of matlab array normally
copy the element especially the element is a matlab array! If these array are not explicitly disposed they will
not be collected by GC either thus your memory will be drained very quickly!!*/
@Override
public int runTask(String caseid, List<String> zoneids, String taskName) throws TException {
int retcode = 0;
String field = SeUtils.MW.WORKER.STRUCT_ARRAY_VALUE_FIELD;
try (Jedis jedis = jedisPool.getResource()) {
jedis.auth(pass);
for (String zoneid : zoneids) {
if (!jedis.exists(mkByteKey(caseid, SeUtils.REDIS.KEYS.ZONES, zoneid))) {
retcode = -2;
}
}
if (retcode >= 0) {
Pipeline p = jedis.pipelined();
Response<String> tol =
p.hget(mkKey(caseid, SeUtils.REDIS.KEYS.OPTIONS_EST), SeUtils.OPTIONS.KEYS.OPT_EST_TOL);
p.sync();
double toldbl = Double.parseDouble(tol.get());
int nz = zoneids.size();
if (taskName.equals(SeUtils.MW.WORKER.ESTIMATE_TASK)) {
List<Response<byte[]>> zoneDataByteList = new ArrayList<>();
List<Response<byte[]>> HHByteList = new ArrayList<>();
List<Response<byte[]>> WWInvByteList = new ArrayList<>();
List<Response<byte[]>> ddelzByteList = new ArrayList<>();
List<Response<byte[]>> vvByteList = new ArrayList<>();
List<Response<List<String>>> busIdsList = new ArrayList<>();
List<Response<List<String>>> outBusIdsList = new ArrayList<>();
List<Response<List<String>>> brIdsList = new ArrayList<>();
for (int i = 0; i < nz; i++) {
String zoneid = zoneids.get(i);
byte[] HHkey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_HH);
byte[] WWInvKey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_WWINV);
byte[] ddelzKey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_DDELZ);
byte[] vvKey =
mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE, SeUtils.REDIS.KEYS.STATE_VV);
byte[] zoneDataKey = mkByteKey(caseid, SeUtils.REDIS.KEYS.ZONES, zoneid);
zoneDataByteList.add(p.get(zoneDataKey));
HHByteList.add(p.get(HHkey));
WWInvByteList.add(p.get(WWInvKey));
ddelzByteList.add(p.get(ddelzKey));
vvByteList.add(p.get(vvKey));
String busIdsKey =
mkKey(caseid, SeUtils.REDIS.KEYS.ZONES, zoneid, SeUtils.REDIS.KEYS.BUS_NUM_OUT);
String outBusIdsKey =
mkKey(caseid, SeUtils.REDIS.KEYS.ZONES, zoneid, SeUtils.REDIS.KEYS.OUT_BUS_NUM_OUT);
String brIdsKey =
mkKey(caseid, SeUtils.REDIS.KEYS.ZONES, zoneid, SeUtils.REDIS.KEYS.BRANCH_IDS);
busIdsList.add(p.lrange(busIdsKey, 0, -1));
outBusIdsList.add(p.lrange(outBusIdsKey, 0, -1));
brIdsList.add(p.lrange(brIdsKey, 0, -1));
}
p.sync();
String[] fields = {field};
MWStructArray zonesData = new MWStructArray(nz, 1, fields);
MWStructArray HHsData = new MWStructArray(nz, 1, fields);
MWStructArray WWInvsData = new MWStructArray(nz, 1, fields);
MWStructArray ddelzsData = new MWStructArray(nz, 1, fields);
MWStructArray vvsData = new MWStructArray(nz, 1, fields);
MWArray zoneMat, HHMat, WWInvMat, ddelzMat, vvMat;
for (int i = 0; i < nz; i++) {
zoneMat = MWStructArray.deserialize(zoneDataByteList.get(i).get());
zonesData.set(field, i + 1, zoneMat);
HHMat = MWNumericArray.deserialize(HHByteList.get(i).get());
HHsData.set(field, i + 1, HHMat);
WWInvMat = MWNumericArray.deserialize(WWInvByteList.get(i).get());
WWInvsData.set(field, i + 1, WWInvMat);
ddelzMat = MWNumericArray.deserialize(ddelzByteList.get(i).get());
ddelzsData.set(field, i + 1, ddelzMat);
vvMat = MWNumericArray.deserialize(vvByteList.get(i).get());
vvsData.set(field, i + 1, vvMat);
disposeMatArrays(zoneMat, HHMat, WWInvMat, ddelzMat, vvMat);
}
// get measurement and voltages
List<Response<List<String>>> vaEstList = new ArrayList<>();
List<Response<List<String>>> vmEstList = new ArrayList<>();
List<Response<List<String>>> vaExtList = new ArrayList<>();
List<Response<List<String>>> vmExtList = new ArrayList<>();
List<Response<List<String>>> zpfList = new ArrayList<>();
List<Response<List<String>>> zptList = new ArrayList<>();
List<Response<List<String>>> zqfList = new ArrayList<>();
List<Response<List<String>>> zqtList = new ArrayList<>();
List<Response<List<String>>> pbusList = new ArrayList<>();
List<Response<List<String>>> qbusList = new ArrayList<>();
List<Response<List<String>>> vamList = new ArrayList<>();
List<Response<List<String>>> vmmList = new ArrayList<>();
for (int i = 0; i < nz; i++) {
List<String> busIdsLst = busIdsList.get(i).get();
List<String> outBusIdsLst = outBusIdsList.get(i).get();
List<String> bridsLst = brIdsList.get(i).get();
vaEstList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.VA_EST_HASH),
busIdsLst.toArray(new String[busIdsLst.size()])));
vmEstList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.VM_EST_HASH),
busIdsLst.toArray(new String[busIdsLst.size()])));
vaExtList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.VA_EST_HASH),
outBusIdsLst.toArray(new String[outBusIdsLst.size()])));
vmExtList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.VM_EST_HASH),
outBusIdsLst.toArray(new String[outBusIdsLst.size()])));
zpfList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.PF),
bridsLst.toArray(new String[bridsLst.size()])));
zptList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.PT),
bridsLst.toArray(new String[bridsLst.size()])));
zqfList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.QF),
bridsLst.toArray(new String[bridsLst.size()])));
zqtList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.QT),
bridsLst.toArray(new String[bridsLst.size()])));
pbusList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.PBUS),
busIdsLst.toArray(new String[busIdsLst.size()])));
qbusList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.QBUS),
busIdsLst.toArray(new String[busIdsLst.size()])));
vamList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.VA),
busIdsLst.toArray(new String[busIdsLst.size()])));
vmmList.add(
p.hmget(
mkKey(caseid, SeUtils.REDIS.KEYS.MEASURE, SeUtils.MEASURE.TYPE.VM),
busIdsLst.toArray(new String[busIdsLst.size()])));
}
p.sync();
MWStructArray vasEstData = new MWStructArray(nz, 1, fields);
MWStructArray vmsEstData = new MWStructArray(nz, 1, fields);
MWStructArray vasExtData = new MWStructArray(nz, 1, fields);
MWStructArray vmsExtData = new MWStructArray(nz, 1, fields);
MWStructArray zsData = new MWStructArray(nz, 1, fields);
MWArray vaestMat, vmestMat, vaextMat, vmextMat, zMat;
for (int i = 0; i < nz; i++) {
vaestMat = new MWNumericArray(vaEstList.get(i).get().toArray(), MWClassID.DOUBLE);
vmestMat = new MWNumericArray(vmEstList.get(i).get().toArray(), MWClassID.DOUBLE);
vaextMat = new MWNumericArray(vaExtList.get(i).get().toArray(), MWClassID.DOUBLE);
vmextMat = new MWNumericArray(vmExtList.get(i).get().toArray(), MWClassID.DOUBLE);
vasEstData.set(field, i + 1, vaestMat);
vmsEstData.set(field, i + 1, vmestMat);
vasExtData.set(field, i + 1, vaextMat);
vmsExtData.set(field, i + 1, vmextMat);
List<String> z = new ArrayList<>();
z.addAll(zpfList.get(i).get());
z.addAll(zptList.get(i).get());
z.addAll(pbusList.get(i).get());
z.addAll(vamList.get(i).get());
z.addAll(zqfList.get(i).get());
z.addAll(zqtList.get(i).get());
z.addAll(qbusList.get(i).get());
z.addAll(vmmList.get(i).get());
zMat = new MWNumericArray(z.toArray(), MWClassID.DOUBLE);
zsData.set(field, i + 1, zMat);
disposeMatArrays(vaestMat, vmestMat, vaextMat, vmextMat, zMat);
}
Object[] res = null;
MWStructArray delz = null,
normF = null,
ddelz = null,
VVa = null,
VVm = null,
step = null,
success = null;
try {
res =
estimator.api_estimateOnce_batch(
7,
HHsData,
WWInvsData,
ddelzsData,
vvsData,
vasEstData,
vmsEstData,
vasExtData,
vmsExtData,
zsData,
zonesData);
disposeMatArrays(
zonesData,
zsData,
vasEstData,
vmsEstData,
vasExtData,
vmsExtData,
HHsData,
WWInvsData,
ddelzsData,
vvsData);
} catch (MWException e) {
e.printStackTrace();
}
if (res != null) {
VVa = (MWStructArray) res[0];
VVm = (MWStructArray) res[1];
delz = (MWStructArray) res[2];
ddelz = (MWStructArray) res[3];
normF = (MWStructArray) res[4];
step = (MWStructArray) res[5];
success = (MWStructArray) res[6];
if (!isSuccess(success)) {
logger.warn(
"Case {} estimation not success, may be caused by too many bad data drops!",
caseid);
}
for (int i = 0; i < nz; i++) {
List<String> busids = busIdsList.get(i).get();
// update state
MWNumericArray va = (MWNumericArray) VVa.getField(field, i + 1);
MWNumericArray vm = (MWNumericArray) VVm.getField(field, i + 1);
double[][] vaArr = (double[][]) va.toArray();
double[][] vmArr = (double[][]) vm.toArray();
Map<String, String> vaMap = new HashMap<>();
Map<String, String> vmMap = new HashMap<>();
for (int j = 0; j < busids.size(); j++) {
vaMap.put(busids.get(j), String.valueOf(vaArr[j][0]));
vmMap.put(busids.get(j), String.valueOf(vmArr[j][0]));
}
p.hmset(mkKey(caseid, SeUtils.REDIS.KEYS.VA_EST_BUFFER_HASH), vaMap);
p.hmset(mkKey(caseid, SeUtils.REDIS.KEYS.VM_EST_BUFFER_HASH), vmMap);
String zoneid = zoneids.get(i);
MWNumericArray ddelzi = (MWNumericArray) ddelz.getField(field, i + 1);
MWNumericArray delzi = (MWNumericArray) delz.getField(field, i + 1);
p.set(mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_DDELZ), ddelzi.serialize());
p.set(
mkByteKey(
caseid, zoneid, SeUtils.REDIS.KEYS.STATE, SeUtils.REDIS.KEYS.STATE_DELZ),
delzi.serialize());
// estimated zones
p.incr(mkKey(caseid, SeUtils.REDIS.KEYS.STATE_ESTIMATED_ZONES));
// iteration times
// TODO: record only one iteration number
p.incr(mkKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE, SeUtils.REDIS.KEYS.STATE_IT));
MWNumericArray stepimat = (MWNumericArray) step.getField(field, i + 1);
double stepi = stepimat.getDouble();
if (stepi < toldbl) {
p.setbit(
mkKey(caseid, SeUtils.REDIS.KEYS.STATE_CONVERGED),
Long.parseLong(zoneid),
true);
} else {
p.setbit(
mkKey(caseid, SeUtils.REDIS.KEYS.STATE_CONVERGED),
Long.parseLong(zoneid),
false);
}
disposeMatArrays(va, vm, ddelzi, delzi, stepimat);
// debug
// System.out.println("zone: " + zoneid + "; step:" + stepi);
}
p.sync();
disposeMatArrays(VVa, VVm, delz, ddelz, normF, success, step);
}
} else if (taskName.equals(SeUtils.MW.WORKER.BADRECOG_TASK)) {
List<Response<byte[]>> WWByteList = new ArrayList<>();
List<Response<byte[]>> HHByteList = new ArrayList<>();
List<Response<byte[]>> WWInvByteList = new ArrayList<>();
List<Response<byte[]>> ddelzByteList = new ArrayList<>();
List<Response<byte[]>> vvByteList = new ArrayList<>();
List<Response<String>> badthdList = new ArrayList<>();
for (int i = 0; i < nz; i++) {
String zoneid = zoneids.get(i);
byte[] HHkey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_HH);
byte[] WWInvKey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_WWINV);
byte[] ddelzKey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_DDELZ);
byte[] vvKey =
mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE, SeUtils.REDIS.KEYS.STATE_VV);
byte[] WWKey = mkByteKey(caseid, zoneid, SeUtils.REDIS.KEYS.STATE_WW);
WWByteList.add(p.get(WWKey));
HHByteList.add(p.get(HHkey));
WWInvByteList.add(p.get(WWInvKey));
ddelzByteList.add(p.get(ddelzKey));
vvByteList.add(p.get(vvKey));
String thdKey =
mkKey(
caseid,
SeUtils.REDIS.KEYS.ZONES,
zoneid,
SeUtils.REDIS.KEYS.BAD_RECOG_THRESHOLD);
badthdList.add(p.get(thdKey));
}
p.sync();
String[] fields = {field};
MWStructArray WWsData = new MWStructArray(nz, 1, fields);
MWStructArray HHsData = new MWStructArray(nz, 1, fields);
MWStructArray WWInvsData = new MWStructArray(nz, 1, fields);
MWStructArray ddelzsData = new MWStructArray(nz, 1, fields);
MWStructArray vvsData = new MWStructArray(nz, 1, fields);
MWStructArray badthdsData = new MWStructArray(nz, 1, fields);
MWArray wwmat, hhmat, wwinvmat, ddelzmat, vvmat, badmat;
for (int i = 0; i < nz; i++) {
wwmat = MWNumericArray.deserialize(WWByteList.get(i).get());
hhmat = MWNumericArray.deserialize(HHByteList.get(i).get());
wwinvmat = MWNumericArray.deserialize(WWInvByteList.get(i).get());
ddelzmat = MWNumericArray.deserialize(ddelzByteList.get(i).get());
vvmat = MWNumericArray.deserialize(vvByteList.get(i).get());
badmat = new MWNumericArray(badthdList.get(i).get(), MWClassID.DOUBLE);
WWsData.set(field, i + 1, wwmat);
HHsData.set(field, i + 1, hhmat);
WWInvsData.set(field, i + 1, wwinvmat);
ddelzsData.set(field, i + 1, ddelzmat);
vvsData.set(field, i + 1, vvmat);
badthdsData.set(field, i + 1, badmat);
disposeMatArrays(wwmat, hhmat, wwinvmat, ddelzmat, vvmat, badmat);
}
MWStructArray vvNewMat = null, convergedMat = null;
Object[] res = null;
try {
res =
estimator.api_badDataRecognition_batch(
2, HHsData, WWsData, WWInvsData, vvsData, ddelzsData, badthdsData);
disposeMatArrays(badthdsData, HHsData, WWInvsData, WWsData, ddelzsData);
} catch (MWException e) {
e.printStackTrace();
}
// update state
if (res != null) {
vvNewMat = (MWStructArray) res[0];
convergedMat = (MWStructArray) res[1];
for (int i = 0; i < nz; i++) {
byte[] vvKey =
mkByteKey(
caseid,
zoneids.get(i),
SeUtils.REDIS.KEYS.STATE,
SeUtils.REDIS.KEYS.STATE_VV);
String convKey = mkKey(caseid, SeUtils.REDIS.KEYS.STATE_CONVERGED);
MWNumericArray vviMat = (MWNumericArray) vvsData.getField(field, i + 1);
MWNumericArray vvNewiMat = (MWNumericArray) vvNewMat.getField(field, i + 1);
int nvvi = vviMat.getDimensions()[0];
int nvvNewi = vvNewiMat.getDimensions()[0];
if (nvvi != nvvNewi) {
p.set(vvKey, vvNewiMat.serialize());
}
MWNumericArray convergediMat = (MWNumericArray) convergedMat.getField(field, i + 1);
double converged = convergediMat.getDouble();
if (!(converged < 0)) {
p.setbit(convKey, Long.parseLong(zoneids.get(i)), false);
}
p.incr(mkKey(caseid, SeUtils.REDIS.KEYS.STATE_BADRECOG_ZONES));
p.incr(
mkKey(
caseid,
zoneids.get(i),
SeUtils.REDIS.KEYS.STATE,
SeUtils.REDIS.KEYS.STATE_IBADREG));
disposeMatArrays(vviMat, vvNewiMat, convergediMat);
}
p.sync();
disposeMatArrays(vvsData, vvNewMat, convergedMat);
}
} else if (taskName.equals(testTask)) {
p.set(testTask, System.currentTimeMillis() + "");
p.sync();
retcode = 10;
} else {
retcode = -3;
}
}
}
return retcode;
}
