0a321efb-300c-44ed-adad-8a2f25006a37
68%
master: 0%

Ran 02 Oct 2023 12:39AM UTC

Jobs 3

Files 0

Run time 1s

Badge

Embed ▾

Committed 30 Sep 2023 02:54PM UTC coverage: 0.0%. Remained the same

Build # 0a321efb-300c-44ed-adad-8a2f25006a37

Build Type

push

circle-ci

Committed by

web-flow

Commit Message

Add support for Neuralforecast (#1115)

Adding support for `neuralforecast`. Fixes #1112.

```sql
DROP TABLE IF EXISTS AirData;

CREATE TABLE AirData (
    unique_id TEXT(30),
    ds TEXT(30),
    y INTEGER);

LOAD CSV 'data/forecasting/air-passengers.csv' INTO AirData;

DROP FUNCTION IF EXISTS Forecast;

CREATE FUNCTION Forecast FROM
(SELECT unique_id, ds, y FROM AirData)
TYPE Forecasting
PREDICT 'y'
HORIZON 12
LIBRARY 'neuralforecast';

SELECT Forecast(12);
```
One quick issue here is that `neuralforecast` needs `horizon` as a
parameter while training, unlike `statsforecast`. Thus, a better way to
call the UDF would be simply `SELECT Forecast();`, which is currently
unsupported. @xzdandy Please let me know your thoughts.

List of stuff yet to be done:

- [x] Incorporate `neuralforecast`
- [x] Fix `HORIZON` redundancy (UPDATE: Being fixed in #1121)
- [x] Reuse model with lower horizon no
- [x] Add support for ~multivariate forecasting~ exogenous variables
- [x] Add tests
- [x] Add docs

---------

Co-authored-by: xzdandy <xzdandy@gmail.com>

Run Details

0 of 0 relevant lines covered (NaN%)

0.0 hits per line

Jobs

ID	Job ID	Ran
1	0a321efb-300c-44ed-adad-8a2f25006a37.1	02 Oct 2023 12:39AM UTC
2	0a321efb-300c-44ed-adad-8a2f25006a37.2	02 Oct 2023 12:45AM UTC
3	0a321efb-300c-44ed-adad-8a2f25006a37.3	02 Oct 2023 12:49AM UTC

Source Files on build 0a321efb-300c-44ed-adad-8a2f25006a37

Detailed source file information is not available for this build.

georgia-tech-db / eva / 0a321efb-300c-44ed-adad-8a2f25006a37
68%
master: 0%

README BADGES
x

Markdown

Textile

RDoc

HTML

Rst

Jobs

Source Files on build 0a321efb-300c-44ed-adad-8a2f25006a37

georgia-tech-db / eva / 0a321efb-300c-44ed-adad-8a2f25006a37 68% master: 0%

README BADGES x

Markdown

Textile

RDoc

HTML

Rst

Jobs

Source Files on build 0a321efb-300c-44ed-adad-8a2f25006a37

georgia-tech-db / eva / 0a321efb-300c-44ed-adad-8a2f25006a37
68%
master: 0%

README BADGES
x