keyedStreamTable

keyedStreamTable(keyColumn, X, [X1], [X2], .....)

or

keyedStreamTable(keyColumn, capacity:size, colNames, colTypes)

keyColumn is a string scalar or vector indicating the name of the primary key columns.

For the first scenario: X, X1, .... are vectors.

For the second scenario:

capacity is the amount of memory (in terms of the number of rows) allocated to the table. When the number of rows exceeds capacity, the system will first allocate memory of 1.2-2 times of capacity, copy the data to the new memory space, and release the original memory. For large tables, these steps may use significant amount of memory.

size can be 0 or 1, indicating the initial size (in terms of the number of rows) of the table. If size=0, create an empty table; If size = 1, create a table with one record, and the initialized values are:

• false for Boolean type;

• 0 for numeric, temporal, IPADDR, COMPLEX, and POINT types;

• NULL for Literal, INT128 types.

colNames is a string vector of column names.

colTypes is a string vector of data types. As of 2.00.11.2, the non-key columns can be specified as array vectors.

This function creates a stream table with one or more columns serving as the primary key. It implements idempotent writes to prevent duplicate primary key insertions due to network issues or high-availability writes.

When new records are inserted into a keyed stream table, the system checks the values of primary key.

• If the primary key of a new record is identical to an existing one in memory, the new record is not inserted, and the existing record remains unchanged.
• If multiple new records with the same primary key (different from those in memory) are written simultaneously, only the first record is successfully inserted.

Note: The uniqueness of the primary key is limited to data in memory. If persistence is enabled for the keyed stream table, a limited number of records are stored in memory, with older data being persisted to disk. The primary key of incoming data could potentially duplicate those on disk.

Example 1

id=`A`B`C`D`E
x=1 2 3 4 5
t1=keyedStreamTable(`id, id, x)
t1;

Example 2

t2=keyedStreamTable(`id,100:0,`id`x, [INT,INT])
insert into t2 values(1 2 3,10 20 30);
t2;

If we try to insert a new row with duplicate primary key value as one of the existing rows, the new row will not be inserted:

insert into t2 values(3 4 5,35 45 55)
t2;

the record with id=3 has not been overwritten.

There are multiple columns in the primary key:

t=keyedStreamTable(`sym`id,1:0,`sym`id`val,[SYMBOL,INT,DOUBLE])
insert into t values(`A`B`C`D`E,5 4 3 2 1,52.1 64.2 25.5 48.8 71.9);
insert into t values(`A`B`R`T`Y,5 8 3 2 1,152.3 164.6 125.5 148.8 171.6);
t;