public virtual void write(ExtendedDataOutput @out)
{
if (valueType == DATA_TYPE.DT_DICTIONARY)
{
throw new IOException("Can't streamlize the dictionary with value type " + valueType.name());
}
BasicEntityFactory factory = new BasicEntityFactory();
Vector keys = (Vector)factory.createVectorWithDefaultValue(keyType, dict.Count);
Vector values = (Vector)factory.createVectorWithDefaultValue(valueType, dict.Count);
int index = 0;
try
{
foreach (KeyValuePair <Scalar, Entity> entry in dict.SetOfKeyValuePairs())
{
keys.set(index, entry.Key);
values.set(index, (Scalar)entry.Value);
++index;
}
}
catch (Exception ex)
{
throw new IOException(ex.Message);
}
int flag = ((int)DATA_FORM.DF_DICTIONARY << 8) + DataType.ordinal();
@out.writeShort(flag);
keys.write(@out);
values.write(@out);
}
public virtual void write(ExtendedDataOutput @out)
{
if (valueType == DATA_TYPE.DT_DICTIONARY)
{
throw new IOException("Can't streamlize the dictionary with value type " + valueType.ToString());
}
BasicEntityFactory factory = new BasicEntityFactory();
IVector keys = (IVector)factory.createScalarWithDefaultValue(keyType);
IVector values = (IVector)factory.createVectorWithDefaultValue(valueType, dict.Count);
int index = 0;
try
{
IEnumerator <KeyValuePair <IScalar, IEntity> > itr = dict.GetEnumerator();
while (itr.MoveNext())
{
keys.set(index, itr.Current.Key);
values.set(index, (IScalar)itr.Current.Value);
++index;
}
}
catch (Exception ex)
{
throw new IOException(ex.Message);
}
int flag = ((int)DATA_FORM.DF_DICTIONARY << 8) + (int)getDataType();
@out.writeShort(flag);
keys.write(@out);
values.write(@out);
}
protected internal BasicAnyVector(ExtendedDataInput @in) : base(DATA_FORM.DF_VECTOR)
{
int rows = @in.readInt();
int cols = @in.readInt();
int size = rows * cols;
values = new IEntity[size];
BasicEntityFactory factory = new BasicEntityFactory();
for (int i = 0; i < size; ++i)
{
short flag = @in.readShort();
int form = flag >> 8;
int type = flag & 0xff;
bool extended = type >= 128;
if (type >= 128)
{
type -= 128;
}
//if (form != 1)
//assert (form == 1);
//if (type != 4)
//assert(type == 4);
IEntity obj = factory.createEntity((DATA_FORM)form, (DATA_TYPE)type, @in, extended);
values[i] = obj;
}
}
public BasicSet(DATA_TYPE keyType, ExtendedDataInput @in)
{
this.keyType = keyType;
BasicEntityFactory factory = new BasicEntityFactory();
DATA_TYPE[] types = Enum.GetValues(typeof(DATA_TYPE)) as DATA_TYPE[];
//read key vector
short flag = @in.readShort();
int form = flag >> 8;
int type = flag & 0xff;
if (form != (int)DATA_FORM.DF_VECTOR)
{
throw new IOException("The form of set keys must be vector");
}
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid key type: " + type);
}
IVector keys = (IVector)factory.createEntity(DATA_FORM.DF_VECTOR, types[type], @in);
int size = keys.rows();
set = new HashSet <IScalar>();
for (int i = 0; i < size; ++i)
{
set.Add(keys.get(i));
}
}
protected internal AbstractMatrix(ExtendedDataInput @in)
{
byte hasLabels = @in.readByte();
BasicEntityFactory factory = null;
DATA_TYPE[] types = Enum.GetValues(typeof(DATA_TYPE)) as DATA_TYPE[];
if (hasLabels > 0)
{
factory = new BasicEntityFactory();
}
short flag;
int form;
int type;
if ((hasLabels & 1) == 1)
{
//contain row labels
flag = @in.readShort();
form = flag >> 8;
type = flag & 0xff;
if (form != (int)DATA_FORM.DF_VECTOR)
{
throw new IOException("The form of matrix row labels must be vector");
}
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid data type for matrix row labels: " + type);
}
rowLabels = (IVector)factory.createEntity(DATA_FORM.DF_VECTOR, types[type], @in);
}
if ((hasLabels & 2) == 2)
{
//contain columns labels
flag = @in.readShort();
form = flag >> 8;
type = flag & 0xff;
if (form != (int)DATA_FORM.DF_VECTOR)
{
throw new IOException("The form of matrix columns labels must be vector");
}
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid data type for matrix column labels: " + type);
}
columnLabels = (IVector)factory.createEntity(DATA_FORM.DF_VECTOR, types[type], @in);
}
flag = @in.readShort();
type = flag & 0xff;
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid data type for matrix: " + type);
}
_rows = @in.readInt();
_columns = @in.readInt();
readMatrixFromInputStream(_rows, _columns, @in);
}
public BasicArrayVector(DATA_TYPE type) : base(DATA_FORM.DF_VECTOR)
{
this.type = type;
this.rowIndices = new List <int>();
DATA_TYPE valueType = type - 64;
valueVec = (AbstractVector)BasicEntityFactory.instance().createVectorWithDefaultValue(valueType, 0);
this.baseUnitLength_ = valueVec.getUnitLength();
}
public BasicArrayVector(List <IVector> value) : base(DATA_FORM.DF_VECTOR)
{
DATA_TYPE valueType = value[0].getDataType();
this.type = valueType + 64;
int count = 0;
int indexCount = value.Count;
foreach (IVector temp in value)
{
if (temp.rows() == 0)
{
count += 1;
}
else
{
count += temp.rows();
}
}
int indexPos = 0;
this.rowIndices = new List <int>(new int[indexCount]);
this.valueVec = (AbstractVector)BasicEntityFactory.instance().createVectorWithDefaultValue(valueType, count);
int index = 0;
int curRows = 0;
for (int valuePos = 0; valuePos < indexCount; ++valuePos)
{
IVector temp = value[valuePos];
int size = temp.rows();
for (int i = 0; i < size; ++i)
{
this.valueVec.set(index, temp.get(i));
index++;
}
if (size == 0)
{
size = 1;
this.valueVec.setNull(index);
index++;
}
curRows += size;
this.rowIndices[indexPos++] = curRows;
}
this.baseUnitLength_ = (this.valueVec).getUnitLength();
}
public BasicTable(ExtendedDataInput @in)
{
int rows = @in.readInt();
int cols = @in.readInt();
_tableName = @in.readString();
//read column names
for (int i = 0; i < cols; ++i)
{
string name = @in.readString();
name2index_[name] = name2index_.Count;
names_.Add(name);
}
BasicEntityFactory factory = new BasicEntityFactory();
//read columns
for (int i = 0; i < cols; ++i)
{
short flag = @in.readShort();
int form = flag >> 8;
int type = flag & 0xff;
DATA_FORM df = (DATA_FORM)form;
DATA_TYPE dt = (DATA_TYPE)type;
if (df != DATA_FORM.DF_VECTOR)
{
throw new IOException("Invalid form for column [" + names_[i] + "] for table " + _tableName);
}
Console.WriteLine("vector create " + i + ":" + DateTime.Now);
IVector vector = (IVector)factory.createEntity(df, dt, @in);
Console.WriteLine("vector end create " + i + ":" + DateTime.Now);
if (vector.rows() != rows && vector.rows() != 1)
{
throw new IOException("The number of rows for column " + names_[i] + " is not consistent with other columns");
}
columns_.Add(vector);
}
}
private IVector keys(int top)
{
BasicEntityFactory factory = new BasicEntityFactory();
int size = Math.Min(top, set.Count);
IVector keys = (IVector)factory.createVectorWithDefaultValue(keyType, size);
IEnumerator <IScalar> it = set.GetEnumerator();
int count = 0;
try
{
while (count < size)
{
keys.set(count++, it.Current);
it.MoveNext();
}
}
catch (Exception)
{
return(null);
}
return(keys);
}
public override void append(IVector value)
{
if (value is IVector)
{
int indexCount = rowIndices.Count;
int prev = indexCount == 0 ? 0 : rowIndices[indexCount - 1];
if (((IVector)value).rows() != 0)
{
rowIndices.Add(prev + value.rows());
valueVec.append(value);
}
else
{
rowIndices.Add(prev + 1);
IScalar scalar = BasicEntityFactory.instance().createScalarWithDefaultValue(value.getDataType());
scalar.setNull();
valueVec.append(scalar);
}
}
else
{
throw new Exception("Append to arrayctor must be a vector. ");
}
}
public BasicDictionary(DATA_TYPE valueType, ExtendedDataInput @in)
{
this.valueType = valueType;
BasicEntityFactory factory = new BasicEntityFactory();
DATA_TYPE[] types = Enum.GetValues(typeof(DATA_TYPE)) as DATA_TYPE[];
//read key vector
short flag = @in.readShort();
int form = flag >> 8;
int type = flag & 0xff;
if (form != (int)DATA_FORM.DF_VECTOR)
{
throw new IOException("The form of dictionary keys must be vector");
}
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid key type: " + type);
}
keyType = types[type];
IVector keys = (IVector)factory.createEntity(DATA_FORM.DF_VECTOR, types[type], @in);
//read value vector
flag = @in.readShort();
form = flag >> 8;
type = flag & 0xff;
if (form != (int)DATA_FORM.DF_VECTOR)
{
throw new IOException("The form of dictionary values must be vector");
}
if (type < 0 || type >= types.Length)
{
throw new IOException("Invalid value type: " + type);
}
IVector values = (IVector)factory.createEntity(DATA_FORM.DF_VECTOR, types[type], @in);
if (keys.rows() != values.rows())
{
throw new IOException("The key size doesn't equate to value size.");
}
int size = keys.rows();
int capacity = (int)(size / 0.75);
dict = new Dictionary <IScalar, IEntity>(capacity);
if (values.getDataType() == DATA_TYPE.DT_ANY)
{
BasicAnyVector entityValues = (BasicAnyVector)values;
for (int i = 0; i < size; ++i)
{
dict[keys.get(i)] = entityValues.getEntity(i);
}
}
else
{
for (int i = 0; i < size; ++i)
{
dict[keys.get(i)] = values.get(i);
}
}
}
public BasicTable(ExtendedDataInput @in)
{
int rows = @in.readInt();
int cols = @in.readInt();
_tableName = @in.readString();
//read column names
for (int i = 0; i < cols; ++i)
{
string name = @in.readString();
name2index_[name] = name2index_.Count;
names_.Add(name);
}
BasicEntityFactory factory = new BasicEntityFactory();
VectorDecompressor decompressor = null;
SymbolBaseCollection collection = null;
//read columns
for (int i = 0; i < cols; ++i)
{
short flag = @in.readShort();
int form = flag >> 8;
int type = flag & 0xff;
bool extended = type >= 128;
if (type >= 128)
{
type -= 128;
}
DATA_FORM df = (DATA_FORM)form;
DATA_TYPE dt = (DATA_TYPE)type;
if (df != DATA_FORM.DF_VECTOR)
{
throw new IOException("Invalid form for column [" + names_[i] + "] for table " + _tableName);
}
IVector vector;
if (dt == DATA_TYPE.DT_SYMBOL && extended)
{
if (collection == null)
{
collection = new SymbolBaseCollection();
}
vector = new BasicSymbolVector(df, @in, collection);
}
else if (dt == DATA_TYPE.DT_COMPRESS)
{
if (decompressor == null)
{
decompressor = new VectorDecompressor();
}
vector = decompressor.Decompress(factory, @in, false, true);
}
else
{
vector = (IVector)factory.createEntity(df, dt, @in, extended);
}
if (vector.rows() != rows && vector.rows() != 1)
{
int tmp = vector.rows();
throw new IOException("The number of rows for column " + names_[i] + " is not consistent with other columns");
}
columns_.Add(vector);
}
}
public BasicArrayVector(DATA_TYPE type, ExtendedDataInput @in) : base(DATA_FORM.DF_VECTOR)
{
this.type = type;
int rows = @in.readInt();
int cols = @in.readInt();
rowIndices = new List <int>(new int[rows]);
DATA_TYPE valueType = type - 64;
valueVec = (AbstractVector)BasicEntityFactory.instance().createVectorWithDefaultValue(valueType, cols);
this.baseUnitLength_ = valueVec.getUnitLength();
int rowsRead = 0;
int rowsReadInBlock = 0;
int prevIndex = 0;
int totalBytes = 0;
while (rowsRead < rows)
{
//read block header
int blockRows = @in.readShort();
int countBytes = @in.readChar();
@in.skipBytes(1);
//read array of count
totalBytes = blockRows * countBytes;
rowsReadInBlock = 0;
int offect = 0;
while (offect < totalBytes)
{
int len = Math.Min(BUF_SIZE, totalBytes - offect);
@in.readFully(buf, 0, len);
int curRows = len / countBytes;
if (countBytes == 1)
{
for (int i = 0; i < curRows; i++)
{
int curRowCells = buf[i];
rowIndices[rowsRead + rowsReadInBlock + i] = prevIndex + curRowCells;
prevIndex += curRowCells;
}
}
else if (countBytes == 2)
{
for (int i = 0; i < curRows; ++i)
{
int curRowCells = BitConverter.ToInt16(buf, i * 2);
rowIndices[rowsRead + rowsReadInBlock + i] = prevIndex + curRowCells;
prevIndex += curRowCells;
}
}
else
{
for (int i = 0; i < curRows; ++i)
{
int curRowCells = BitConverter.ToInt32(buf, i * 4);
rowIndices[rowsRead + rowsReadInBlock + i] = prevIndex + curRowCells;
prevIndex += curRowCells;
}
}
rowsReadInBlock += curRows;
offect += len;
}
//read array of values
int rowStart = rowsRead == 0 ? 0 : rowIndices[rowsRead - 1];
int valueCount = rowIndices[rowsRead + rowsReadInBlock - 1] - rowStart;
valueVec.deserialize(rowStart, valueCount, @in);
rowsRead += rowsReadInBlock;
}
}