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The environment created in the setup instructions in the documentation calls the environment `test_eva_db`
This PR fixes an issue in CREATE INDEX IF NOT EXISTS command wherein if 'IF NOT EXISTS' is passed, we had an unreferenced variable issue. Added Unit Tests to check the correctness of both the cases. Also reverted the index changes while merging dataframes after vector scan, as it's failing for some cases where indexes can be undefined.
Support semi-colons in string literals for queries of the form:
```
"""SELECT ChatGPT("Here's a; question", "This is the context") FROM TAIPAI;"""
```
Also support string escape to run ChatGPT queries more easily:
```
"""SELECT ChatGPT('Here\\'s a question', 'This is the context') FROM TAIPAI;"""
```
This PR introduces a generic interface to support 3rd party apps in EVADB. As an example. the template for integrating slack has been added. In a subsequent PR the integration with slack will be completed. --------- Co-authored-by: Gaurav Tarlok Kakkar <gaurav21776@gmail.com> Co-authored-by: Joy Arulraj <jjamesaj@gmail.com> Co-authored-by: Joy Arulraj <arulraj@gatech.edu> Co-authored-by: Kaushik Ravichandran <kravicha3@ada-01.cc.gatech.edu>
Added separate error handling for ModuleNotFoundError and FileNotFoundError modified: evadb/utils/generic_utils.py
Issue - [721](#721) Currently, we abort the entire process when the load executor encounters a corrupted file.
…d pdf functionality. (#1343) Issue #1067 about not being able to load pdf files, was verified to be working with evadb documentation pdf and a new page for loading pdf is added to the documentation. <img width="1310" alt="Screenshot 2023-11-07 at 1 33 01 AM" src="https://github.com/georgia-tech-db/evadb/assets/32676813/af2fa40b-c8c1-4f3d-b93f-98d0bf278a5b"> Co-authored-by: Lohith K S <lohithks@Lohiths-MacBook-Pro-2.local>
In the previous commit, we added the changes for displaying the train scores and train times for XGBoost. We plan to add similar changes to Ludwig integration as well. --------- Co-authored-by: Jineet Desai <jdesai61@gatech.edu> Co-authored-by: Andy Xu <xzdandy@gmail.com>
- Fix the following queries: ``` SELECT * FROM postgres_data.home_rentals where neighborhood='downtown' and number_of_rooms=2; ``` - Improve the error message: Instead of throwing arbitrary mask error, now we raise `Unsupported Logical Operator: ...`.
This PR adds support for creating and dropping jobs in evadb based on this [task](#1248). 1. Jobs can be created using the create job query: > CREATE JOB {job_name} AS { > {job_queries; ...} > } > START {start_time} > END {end_time} > EVERY {repeat_period} {repeat_unit} 2. Created jobs can be dropped using: > DROP JOB {job_name} 3. The scheduled jobs will only be triggered if the job scheduler process is started explicitly using: > EvaDBConnection.start_jobs() 4. The job scheduler process can be stopped using: > EvaDBConnection.stop_jobs() --------- Co-authored-by: Gaurav Tarlok Kakkar <gaurav21776@gmail.com>
Provide feedback when `Forecasting` UDF is called in the following ways: - [x] Reporting confidence intervals - [x] Returning a metric for the forecasting performance. - [x] Providing suggestions in simple special cases, such as during Flat predictions. Eg: ```sql SELECT HomeForecast(); ``` ``` SUGGESTION: Predictions are flat. Consider using LIBRARY 'neuralforecast' for more accrate predictions. ``` Partially fixes #1257 and #1243. --------- Co-authored-by: Andy Xu <xzdandy@gmail.com>
Flaml provides support for Sklearn models like Random Forests, KNN, Extra Trees Regressor, and Logistic Regression with regularization. We plan to integrate these ML models into EVADB. Link for Flaml documentation: https://microsoft.github.io/FLAML/docs/Use-Cases/Task-Oriented-AutoML --------- Co-authored-by: Jineet Desai <jdesai61@gatech.edu>
Migrate ChatGPT function to openai v1.0. The test is skipped in circleCI because we must supply the `OPENAI_API_KEY`. The test passes on local machine. - [x] Upgrade ChatGPT function. - [x] Upgrade Dall-e function. - [x] Update unit test cases. - [x] Verify that notebooks work correctly.
Bump Version to v0.3.10+dev --------- Co-authored-by: Jiashen Cao <caojiashen24@gmail.com> Co-authored-by: Joy Arulraj <arulraj@gatech.edu>
This PR supports searching Hackernews stories in EVADB:
- We treat Hackernews as a data source
- Algolia search API for hackernews is used for searching
- Get requests are used
- We support searching within: `story`, `comment`, `URL`, `story`,
`poll` or a combination of them
- Syntax:
```
params = {
"query": "EVADB",
"tags": "(story,poll)",
}
query = f"""CREATE DATABASE hackernews_data
WITH ENGINE = "hackernews",
PARAMETERS = {params};"""
```
---------
Co-authored-by: Kaushik Ravichandran <kravicha3@ada-01.cc.gatech.edu>
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