public void EncodeNormalFeatureH5(string fileName)
{
dynamic h5py = Py.Import("h5py");
StreamReader file = new StreamReader(fileName);
string line = null;
PyList[] features = new PyList[9];
for (int i = 0; i < 9; i++)
{
features[i] = new PyList();
}
PyList resultList = new PyList();
int count = 0;
string[] featureNames = null;
while ((line = file.ReadLine()) != null)
{
GameRecord gameRecord = JsonConvert.DeserializeObject <GameRecord>(line);
List <StateKeyInfo> playSec = new List <StateKeyInfo>();
foreach (StateKeyInfo stKeyInfo in gameRecord.playSec)
{
int result = (stKeyInfo.attackPlayer.turn == gameRecord.result) ? 1 : 0;
StateFeature normalFeature = Featurization.normalFeaturization(stKeyInfo);
Feature playableFeature = normalFeature.featrueArray[5];
PyList[] featureList = normalFeature.getPyFeatureData();
if (featureNames == null)
{
featureNames = normalFeature.getFeatureNames();
}
for (int i = 0; i < 9; i++)
{
PythonUtils.AppendRecycle(features[i], featureList[i]);
}
PythonUtils.AppendRecycle(resultList, FeatureConst.Instance.pyIntMap[result]);
}
}
string outFileName = fileName + "norm.hdf5";
dynamic outFile = h5py.File(outFileName, "w");
for (int i = 0; i < 9; i++)
{
outFile.create_dataset(featureNames[i], Py.kw("data", features[i]));
}
outFile.close();
}
