ffill
Syntax
ffill(obj, [limit])
Arguments
obj is a vector/matrix/table.
limit is a positive integer that specifies the number of NULL values to forward fill for each block of NULL values.
Details
If obj is a vector, forward fill the NULL values in obj with the previous non-NULL value.
If obj is a matrix or a table, forward fill the NULL values in each column of obj with the previous non-NULL value.
This operation creates a new vector and does not change the input vector. Function ffill! changes the input vector.
Note: The only difference between
ffill
and
ffill!
is that the latter assigns the result to obj
and thus changing the value of obj after the execution.Examples
Example 1
x=1 2 3 NULL NULL NULL 4 5 6
x.ffill();
// output
[1,2,3,3,3,3,4,5,6]
x;
// The value of x is not changed.
[1,2,3,,,,4,5,6]
Example 2: Specify parameter limit.
x=1 2 3 NULL NULL NULL 4 5 6
x.ffill(1);
// output
[1,2,3,3,,,4,5,6]
x.ffill(2);
x;
// output
[1,2,3,3,3,,4,5,6]
Example 3: Specify obj as a table.
date=[2012.06.12,2012.06.12,2012.06.13,2012.06.14,2012.06.15]
sym=["IBM","MSFT","IBM","MSFT","MSFT"]
price=[40.56,26.56,,,50.76]
qty=[2200,4500,,5600,]
timestamp=[09:34:07,09:35:26,09:36:42,09:36:51,09:36:59]
t=table(date,timestamp,sym,price,qty);
t;
date | timestamp | sym | price | qty |
---|---|---|---|---|
2012.06.12 | 09:34:07 | IBM | 40.56 | 2200 |
2012.06.12 | 09:35:26 | MSFT | 26.56 | 4500 |
2012.06.13 | 09:36:42 | IBM | ||
2012.06.14 | 09:36:51 | MSFT | 5600 | |
2012.06.15 | 09:36:59 | MSFT | 50.76 |
t.ffill();
date | timestamp | sym | price | qty |
---|---|---|---|---|
2012.06.12 | 09:34:07 | IBM | 40.56 | 2200 |
2012.06.12 | 09:35:26 | MSFT | 26.56 | 4500 |
2012.06.13 | 09:36:42 | IBM | 26.56 | 4500 |
2012.06.14 | 09:36:51 | MSFT | 26.56 | 5600 |
2012.06.15 | 09:36:59 | MSFT | 50.76 | 5600 |
select date, timestamp, sym, price.ffill() as price, qty.ffill() as qty from t context by sym;
date | timestamp | sym | price | qty |
---|---|---|---|---|
2012.06.12 | 09:34:07 | IBM | 40.56 | 2200 |
2012.06.13 | 09:36:42 | IBM | 40.56 | 2200 |
2012.06.12 | 09:35:26 | MSFT | 26.56 | 4500 |
2012.06.14 | 09:36:51 | MSFT | 26.56 | 5600 |
2012.06.15 | 09:36:59 | MSFT | 50.76 | 5600 |