This repository is home to the Optimus data transformation plugins for various data processing needs.

Overview

Transformers

test workflow build workflow

Optimus's transformation plugins are implementations of Task and Hook interfaces that allows execution of arbitrary jobs in optimus.

To install plugins via homebrew

brew tap odpf/taps
brew install optimus-plugins-odpf

To install plugins via shell

curl -sL ${PLUGIN_RELEASE_URL} | tar xvz
chmod +x optimus-*
mv optimus-* /usr/bin/
Comments
  • Fix: fix ignoreupstream helper for big query view

    Fix: fix ignoreupstream helper for big query view

    Hello, Currently, for any query, we try to find the dependancy and ignoredependancy with FindDependenciesWithRegex and then we again pull the Refereced table with big query dry run.

    If query contains view which is marked with /* @ignoreupstream */ helper, then ignoredependancy will contain the view name but not the table referenced by view.

    The change here is to revise ignoredependancy list with table referenced by view.

    I kept the loop execution in sequential manner, please let me know if should add concurrency here

    enhancement 
    opened by SumitAgrawal03071989 2
  • @ignoreupstream ineffective on big query view

    @ignoreupstream ineffective on big query view

    We have a query referencing to table as well as view. select * from proj.dataset.table t1 left join proj.dataset.view v1 on t1.date = v1.date and t1.id = v1.id

    • now if we apply @ignoreupstream helper on table proj.dataset.table then it correctly ignores to create upstream dependancy for this table.
    • But if we apply @ignoreupstream helper on view proj.dataset.view ( note the view query refers to 2 more tables ) then it does not ignore view or table referenced by view.
    opened by SumitAgrawal03071989 2
  • feat : migrate plugins for the inti-container changes in optimus

    feat : migrate plugins for the inti-container changes in optimus

    As per Optimus PR, the executor boot process is standardised and maintained at optimus. Plugin devs need no longer have to wrap the executor image. closes odpf/optimus#405

    opened by smarch-int 1
  • monthly job didn't run for the last day of month

    monthly job didn't run for the last day of month

    Hi team,

    I have a bq2bq job with window configuration

      window:
        size: 720h
        offset: -48h
        truncate_to: M
    

    I expect to have transformation for date 01 to last day of the month, e.g on April, I expect got transformation from date 01 - 30. but currently only got transformation from date 01 - 29

    [2022-06-13 15:08:12,323] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: create transformation for partition: 2022-04-26 00:00:00+00:00
    [2022-06-13 15:08:12,323] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: create transformation for partition: 2022-04-27 00:00:00+00:00
    [2022-06-13 15:08:12,323] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: create transformation for partition: 2022-04-28 00:00:00+00:00
    [2022-06-13 15:08:12,323] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: create transformation for partition: 2022-04-29 00:00:00+00:00
    [2022-06-13 15:08:12,324] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: start transformation job
    [2022-06-13 15:08:12,324] {pod_launcher.py:149} INFO - [2022-06-13 15:08:12] INFO:bumblebee.transformation: sql transformation query:
    

    after checking, I suspect the logic may related to this line, where the last day generated by windows class not included as the transformation partition.

    https://github.com/odpf/transformers/blob/ea1de4f0de3d17d9be7ccefb1e2f3beab1a685f1/task/bq2bq/executor/bumblebee/transformation.py#L393

    please kindly check it, and release the fix. thank you

    opened by novanxyz 1
  • feat: add support for secret env vars

    feat: add support for secret env vars

    With this we are adding support for using secrets in macros, we do not want to print the env vars in the logs, so exporting them as a separate file from optimus.

    Plugins can export this extra file to get env vars.

    opened by sbchaos 1
  • feat : remove wrapper image and use bq2bq executor image in plugin

    feat : remove wrapper image and use bq2bq executor image in plugin

    As per https://github.com/odpf/optimus/pull/425, the executor boot process is standardised and maintained at optimus. Plugin devs need no longer have to wrap the executor image. closes https://github.com/odpf/optimus/issues/405

    opened by smarch-int 0
  • Generate Dependencies is using the dry run apis which is bound to fail with macros

    Generate Dependencies is using the dry run apis which is bound to fail with macros

    The most intuitive way is to parse the query and hit the metadata apis instead of going through the dry run which should be definitly costly then the metadata fetch apis.

    enhancement performance 
    opened by sravankorumilli 0
  • BQ2BQ Replace load dispostion doesn't handle aggregations

    BQ2BQ Replace load dispostion doesn't handle aggregations

    Options

    1. Add an extra option in Replace load dispostition to take input from users to replace a specific or range of partitions using literals / all , dstart, dend. Default is all : all represents splitting of query to multiple partitions from dstart to dend.
    2. Use a new Load Disposition, to replace to a single destination partition which is window start
    bug 
    opened by sravankorumilli 0
Releases(v0.2.1)
Owner
Open Data Platform
Next-gen collaborative, domain-driven and distributed data platform
Open Data Platform
CATs: Semantic Correspondence with Transformers

CATs: Semantic Correspondence with Transformers For more information, check out the paper on [arXiv]. Training with different backbones and evaluation

74 Dec 10, 2021
Suite of 500 procedurally-generated NLP tasks to study language model adaptability

TaskBench500 The TaskBench500 dataset and code for generating tasks. Data The TaskBench dataset is available under wget http://web.mit.edu/bzl/www/Tas

Belinda Li 20 May 17, 2022
NeuTex: Neural Texture Mapping for Volumetric Neural Rendering

NeuTex: Neural Texture Mapping for Volumetric Neural Rendering Paper: https://arxiv.org/abs/2103.00762 Running Run on the provided DTU scene cd run ba

Fanbo Xiang 68 Jan 06, 2023
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

MMF is a modular framework for vision and language multimodal research from Facebook AI Research. MMF contains reference implementations of state-of-t

Facebook Research 5.1k Dec 26, 2022
AIDynamicTextReader - A simple dynamic text reader based on Artificial intelligence

AI Dynamic Text Reader: This is a simple dynamic text reader based on Artificial

Md. Rakibul Islam 1 Jan 18, 2022
Python port of Google's libphonenumber

phonenumbers Python Library This is a Python port of Google's libphonenumber library It supports Python 2.5-2.7 and Python 3.x (in the same codebase,

David Drysdale 3.1k Dec 29, 2022
Curso práctico: NLP de cero a cien 🤗

Curso Práctico: NLP de cero a cien Comprende todos los conceptos y arquitecturas clave del estado del arte del NLP y aplícalos a casos prácticos utili

Somos NLP 147 Jan 06, 2023
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

(Framework for Adapting Representation Models) What is it? FARM makes Transfer Learning with BERT & Co simple, fast and enterprise-ready. It's built u

deepset 1.6k Dec 27, 2022
A flask application to predict the speech emotion of any .wav file.

This is a speech emotion recognition app. It will allow you to train a modular MLP model with the RAVDESS dataset, and then use that model with a flask application to predict the speech emotion of an

Aryan Vijaywargia 2 Dec 15, 2021
:hot_pepper: R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)

R²SQL The PyTorch implementation of paper Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. (AAAI 2021) Requirement

huybery 60 Dec 31, 2022
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

GPT2-Pytorch with Text-Generator Better Language Models and Their Implications Our model, called GPT-2 (a successor to GPT), was trained simply to pre

Tae-Hwan Jung 775 Jan 08, 2023
Search msDS-AllowedToActOnBehalfOfOtherIdentity

前言 现在进行RBCD的攻击手段主要是搜索mS-DS-CreatorSID,如果机器的创建者是我们可控的话,那就可以修改对应机器的msDS-AllowedToActOnBehalfOfOtherIdentity,利用工具SharpAllowedToAct-Modify 那我们索性也试试搜索所有计算机

Jumbo 26 Dec 05, 2022
Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al

Implementation of some unbalanced loss for NLP task like focal_loss, dice_loss, DSC Loss, GHM Loss et.al Summary Here is a loss implementation reposit

121 Jan 01, 2023
This is a simple item2vec implementation using gensim for recbole

recbole-item2vec-model This is a simple item2vec implementation using gensim for recbole( https://recbole.io ) Usage When you want to run experiment f

Yusuke Fukasawa 2 Oct 06, 2022
Perform sentiment analysis and keyword extraction on Craigslist listings

craiglist-helper synopsis Perform sentiment analysis and keyword extraction on Craigslist listings Background I love Craigslist. I've found most of my

Mark Musil 1 Nov 08, 2021
DeLighT: Very Deep and Light-Weight Transformers

DeLighT: Very Deep and Light-weight Transformers This repository contains the source code of our work on building efficient sequence models: DeFINE (I

Sachin Mehta 440 Dec 18, 2022
TextFlint is a multilingual robustness evaluation platform for natural language processing tasks,

TextFlint is a multilingual robustness evaluation platform for natural language processing tasks, which unifies general text transformation, task-specific transformation, adversarial attack, sub-popu

TextFlint 587 Dec 20, 2022
A music comments dataset, containing 39,051 comments for 27,384 songs.

Music Comments Dataset A music comments dataset, containing 39,051 comments for 27,384 songs. For academic research use only. Introduction This datase

Zhang Yixiao 2 Jan 10, 2022
An IVR Chatbot which can exponentially reduce the burden of companies as well as can improve the consumer/end user experience.

IVR-Chatbot Achievements 🏆 Team Uhtred won the Maverick 2.0 Bot-a-thon 2021 organized by AbInbev India. ❓ Problem Statement As we all know that, lot

ARYAMAAN PANDEY 9 Dec 08, 2022
Python utility library for compositing PDF documents with reportlab.

pdfdoc-py Python utility library for compositing PDF documents with reportlab. Installation The pdfdoc-py package can be installed directly from the s

Michael Gale 1 Jan 06, 2022