About TzufRaifMia

TzufRaifMia · ‎12-05-2024

Hey, I do want to use SAS model manager, but I want to execute steps from outside the tool itself, i.e. from my IDE. Example: Assume you want to execute a data query, for a data table found in your SAS env. you can either login into EG or SAS Studio and execute this query or you can also use Pycharm\VSCode and communiciate with your SAS via rest api or SAS-PYTHON library. Back to our case: Right as in example above, All I want is to push(publish) my trained model in python from my IDE (with python script) to my SAS Model manager. In that way, there is not any dependency between python and SAS developers. Did you get my question now? Thanks!

TzufRaifMia · ‎12-05-2024

Hey, First of all, thanks for your response! I will try to clear my needs: I want to use a python model inside a SID pipeline. For that, I need this python model to be published, in order to use it. One option is to upload\publish this python model right from the model manager. My question is: Is there any option publish and pack such a model right from my IDE? Assume I wrote a python code and trained a model, now I want to write a script which its outcome is that model being published and ready to use by SID pipeline. Thanks Again! Tzuf

TzufRaifMia · ‎12-04-2024

Hey All, I want to create a SID pipeline containing a python model. For that, I want to deploy (publish) my python model from my IDE, without the need of manually upload these files to my model manager. How can I do that? does anyone has any example code? Thanks!

TzufRaifMia · ‎11-03-2024

Hey all! TL;DR: In viya4, I am trying to work with aggregated measures inside condition but it failed, how can it be solved? my mission is to convert SAS code into VA steps, such that no code will be needed. I am trying to replace proc ranks (which calculates percentiles and creates a new column 'p') with 'percentile' function, applying it twice (I am interested in percentile10 & 90). then, I am trying to check "if column < percentile10 then 1 else 0", which can later be used just as 'p' column has been used. I got an error as attached here. any ideas? Thanks!

TzufRaifMia · ‎03-17-2024

Hey, Problem solved. Thanks, T

TzufRaifMia · ‎01-31-2024

Hey All! I am training an Image classification model in SAS. For that, I uploaded images from S3 (Amazon Bucket) into CAS Table. The problem is- two out of 5 columns (_path_, _image_) are 'varbinary' type, which makes issues. I am looking for a way to overcome it and being able working with 'path' value (I need to extract the label from it). Attached are 1. The code I used for uploading from S3, 2. The error I get while trying to work with '_path_' column. 3. _Path_ column props Will be happy to here your thoughts, Thanks, T S3 extract column prop Error

TzufRaifMia · ‎01-24-2024

Hey all! I am trying to understand the advantages of using SAS platform to create a Deep Learning model (for example, for image classification). I assume that all (or almost) functionalities are available compared to Open source like Python, either in "native" sas or with SWAT. my question is: is there any significant by terms of performance? some efficient under the hood code which makes it better use SAS for that? feel free to give any comment, I would love to hear from you! I only found a paper which avoids speaking of performance comparison. Thanks! T

TzufRaifMia · ‎01-09-2024

Hey All! I am using SAS Visual Machine Learning to create a model for Binary Classification task. I have an imbalanced data, which I want to fix via using SMOTE (over-sampling). Is there an option doing that "No code" inside the tool? other option is to write a sas code. Thanks! T

TzufRaifMia · ‎12-26-2023

Hey all! I am using Visual Text Analytics for a project. My textual data set containing many governments agreements. in one of the concept, I am trying to extract the names of the 2 sides of an agreements. during that, I need to extract all text from one specific word up to another, without knowing its length in adavanced. for example, for the text: " side one is me, my friend and my dad, side two is all Mexican people stop_word" and the words "side one", "side two" I would expect extractioning "is me, my friend and my dad" and "is all Mexican people". My current attitude is to define another concept 'free words' where I defined many rows with the structure: CONCEPT: _w _w... etc. It seems to heavily affected my performance. does any one have any idea? Thanks!

TzufRaifMia · ‎12-24-2023

Hey all, I'm using Sentiment Analysis Node for my Text Analytics Project. Sentiment results are shown in the next topic\categories\concepts node as an icon, but when I look into results table I don't understand its meaning. If one of you is familiar with these column, I'll be glad to hear explanations. here are column names: votes up, votes_funny, weighted_votes_score, wrrithen_during_early_access. Thanks!

TzufRaifMia · ‎11-12-2023

Hey All! I am trying to use DQMATCH for my DQ project. My task is to detect some "same" names. A difficult case is a name which is a short for another name. For example, "Bill Gates" has the same match code as "William Gates", since "Bill" is a short name of "William", and "Gates" is the Family name for both. But, when I pass only "Bill", "William" to the function, it creates different match codes. How can I generate same match codes to these 2 names without having the need of passing Family name? I'm not committed for using 'DQMATCH' so I'll glad to hear any other ideas. Attached are outputs. Thanks in advanced, Tzuf

TzufRaifMia · ‎11-12-2023

Thanks!

TzufRaifMia · ‎11-05-2023

Hey all! I'm interesting in using DQ Functions Within DS2 block (It is meant to be as part of CID process). It seems that it is indeed possible to use these functions in DS2 block (directly or via FedSQL&QKB) but I am failed to succeed. Is one of you have already done it? I'd love to see a little example! Thanks in Advanced, Tzuf

TzufRaifMia · ‎07-02-2023

Hey, I'm trying to formulizing the following condition into a concept in SAS Visual Text Analytics: match a document if it found some word (defined in another concept) and it is not followed another concepts. for example: target: "pasta" forbid: "eat" "I eat pizza" -> not match "I ___ pizza" -> when "____" is not "eat" -> match Thanks in advance!

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Date Last Visited	‎07-03-2025 01:32 AM

Re: Publish Python model from IDE

Re: Publish Python model from IDE

Publish Python model from IDE

Aggregaed measure in condition

Re: Varbinary columns in CAS- S3

Varbinary columns in CAS- S3

Deep Learning Model Performance

SMOTE

Concepts node in Text Analytics

Sentiment Analysis node in Text Analytics

Re: Publish Python model from IDE

Re: Publish Python model from IDE

Publish Python model from IDE

Re: Publish Python model from IDE

Re: Publish Python model from IDE

Publish Python model from IDE

Aggregaed measure in condition

Re: Varbinary columns in CAS- S3

Varbinary columns in CAS- S3

Deep Learning Model Performance

SMOTE

Concepts node in Text Analytics

Sentiment Analysis node in Text Analytics

DQmatch for a given name

Re: DQ functions inside PROC DS2

DQ functions inside PROC DS2

Text Analytics concepts