Comments (1)
Unfortunately, we are going to wait until Apache Spark introduces support for Scala 3.x. Moving to any major Scala version for Spark NLP means re-doing all of our saved pipelines and 99% of our models. (they have Java object, if they were saved in one major version they just cannot be used in another)
We tried to find solutions for this, but like many other libraries built on top of Apache Spark natively we also suffer from the saved models not being compatible in newer versions of Scala.
That said, if we have to go to a newer version of Scala, given the 3.0 has been out for while, we would rather wait until we can do this once for Scala 3.x support. (I believe before deprecating 2.12, they will introduce 3.x support)
from spark-nlp.
Related Issues (20)
- SparkNLP Embeddings inference 3X slower than with pandas_udf HOT 3
- EntityRuler fails two basic tests HOT 3
- Show an error of 'GLIBC_2.27 not found' when pretrained model download in AWS EMR HOT 2
- Onnx models fail when saving transformer
- Hardcoded column name in DocumentSimilarityRanker annotator
- ERROR TorrentBroadcast: Store broadcast broadcast_5 fail, remove all pieces of the broadcast HOT 7
- org.apache.spark.SparkException: [FAILED_EXECUTE_UDF] HOT 3
- DependencyParserApproach throws "IllegalArgumentException: For input string: "_"" when training with CONLLU dataset HOT 5
- When Attempting to loadSavedModel, I Encountered 'java.lang.Exception: Could Not Retrieve the SavedModelBundle + () HOT 16
- Importing models into Spark NLP in TensorFlow and ONNX formats
- MultiClassifierDLApproach not transforming every row of my dataset HOT 1
- An error occurred while calling z:com.johnsnowlabs.nlp.pretrained.PythonResourceDownloader.downloadModel. : java.lang.UnsatisfiedLinkError: no jnitensorflow in java.library.path: /Users/alexc./Library/Java/Extensions:/Library/Java/Extensions:/Network/Library/Java/Extensions:/System/Library/Java/Extensions:/usr/lib/java:. HOT 1
- KMeans throws “Column features must be of type equal to one of the following types” HOT 1
- Cache mechanism is not working related to metadata.json in s3 HOT 3
- XLMRoberta embeddings not differentiating between different sentences
- It seems the model is downloaded every time the program starts - any way to cache? HOT 1
- NerDLModel don't load a pretrained NerDLAproach HOT 2
- BartTransformer - Import to SparkNLP HOT 1
- Can not find the model to download bge-m3 HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from spark-nlp.