diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 243191303fced0..a1afb5b4117065 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -31,13 +31,13 @@ on:
- 'main'
jobs:
- spark33:
+ spark34:
if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
runs-on: macos-latest
env:
TF_CPP_MIN_LOG_LEVEL: 3
JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
- name: Build and Test on Apache Spark 3.3.x
+ name: Build and Test on Apache Spark 3.4.x
steps:
- uses: actions/checkout@v3
@@ -54,31 +54,31 @@ jobs:
- name: Install Python packages (Python 3.7)
run: |
python -m pip install --upgrade pip
- pip install pyspark==3.3.1 numpy pytest
- - name: Build Spark NLP on Apache Spark 3.3.0
+ pip install pyspark==3.4.0 numpy pytest
+ - name: Build Spark NLP on Apache Spark 3.4.0
run: |
brew install sbt
- sbt -mem 4096 -Dis_spark33=true clean assemblyAndCopy
- - name: Test Spark NLP in Scala - Apache Spark 3.3.x
+ sbt -mem 4096 -Dis_spark34=true clean assemblyAndCopy
+ - name: Test Spark NLP in Scala - Apache Spark 3.4.x
run: |
sbt -mem 4096 coverage test
- name: Upload coverage data to Coveralls
run: sbt coverageReport coveralls
env:
COVERALLS_REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- COVERALLS_FLAG_NAME: Apache Spark 3.3.x - Scala 2.12
- - name: Test Spark NLP in Python - Apache Spark 3.3.x
+ COVERALLS_FLAG_NAME: Apache Spark 3.4.x - Scala 2.12
+ - name: Test Spark NLP in Python - Apache Spark 3.4.x
run: |
cd python
python3.7 -m pytest -v -m fast
- spark32:
+ spark33:
if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
runs-on: macos-latest
env:
TF_CPP_MIN_LOG_LEVEL: 3
JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
- name: Build and Test on Apache Spark 3.2.x
+ name: Build and Test on Apache Spark 3.3.x
steps:
- uses: actions/checkout@v3
@@ -95,26 +95,26 @@ jobs:
- name: Install Python packages (Python 3.7)
run: |
python -m pip install --upgrade pip
- pip install pyspark==3.2.3 numpy pytest
- - name: Build Spark NLP on Apache Spark 3.2.3
+ pip install pyspark==3.3.1 numpy pytest
+ - name: Build Spark NLP on Apache Spark 3.3.1
run: |
brew install sbt
- sbt -mem 4096 clean assemblyAndCopy
- - name: Test Spark NLP in Scala - Apache Spark 3.2.x
+ sbt -mem 4096 -Dis_spark33=true clean assemblyAndCopy
+ - name: Test Spark NLP in Scala - Apache Spark 3.3.x
run: |
sbt -mem 4096 test
- - name: Test Spark NLP in Python - Apache Spark 3.2.x
+ - name: Test Spark NLP in Python - Apache Spark 3.3.x
run: |
cd python
python3.7 -m pytest -v -m fast
- spark31:
+ spark32:
if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
runs-on: macos-latest
env:
TF_CPP_MIN_LOG_LEVEL: 3
JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
- name: Build and Test on Apache Spark 3.1.x
+ name: Build and Test on Apache Spark 3.2.x
steps:
- uses: actions/checkout@v3
@@ -131,51 +131,87 @@ jobs:
- name: Install Python packages (Python 3.7)
run: |
python -m pip install --upgrade pip
- pip install pyspark==3.1.3 numpy pytest
- - name: Build Spark NLP on Apache Spark 3.1.x
+ pip install pyspark==3.2.3 numpy pytest
+ - name: Build Spark NLP on Apache Spark 3.2.3
run: |
brew install sbt
- sbt -mem 4096 -Dis_spark31=true clean assemblyAndCopy
- - name: Test Spark NLP in Scala - Apache Spark 3.1.x
+ sbt -mem 4096 -Dis_spark32=true clean assemblyAndCopy
+ - name: Test Spark NLP in Scala - Apache Spark 3.2.x
run: |
sbt -mem 4096 test
- - name: Test Spark NLP in Python - Apache Spark 3.1.x
+ - name: Test Spark NLP in Python - Apache Spark 3.2.x
run: |
cd python
python3.7 -m pytest -v -m fast
- spark30:
- if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
- runs-on: macos-latest
- env:
- TF_CPP_MIN_LOG_LEVEL: 3
- JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
- name: Build and Test on Apache Spark 3.0.x
+ # spark31:
+ # if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
+ # runs-on: macos-latest
+ # env:
+ # TF_CPP_MIN_LOG_LEVEL: 3
+ # JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
+ # name: Build and Test on Apache Spark 3.1.x
- steps:
- - uses: actions/checkout@v3
- - uses: actions/setup-java@v3
- with:
- distribution: 'adopt'
- java-version: '8'
- cache: 'sbt'
- - name: Install Python 3.7
- uses: actions/setup-python@v2
- with:
- python-version: 3.7.7
- architecture: x64
- - name: Install Python packages (Python 3.7)
- run: |
- python -m pip install --upgrade pip
- pip install pyspark==3.0.3 numpy pytest
- - name: Build Spark NLP on Apache Spark 3.0.x
- run: |
- brew install sbt
- sbt -mem 4096 -Dis_spark30=true clean assemblyAndCopy
- - name: Test Spark NLP in Scala - Apache Spark 3.0.x
- run: |
- sbt -mem 4096 test
- - name: Test Spark NLP in Python - Apache Spark 3.0.x
- run: |
- cd python
- python3.7 -m pytest -v -m fast
\ No newline at end of file
+ # steps:
+ # - uses: actions/checkout@v3
+ # - uses: actions/setup-java@v3
+ # with:
+ # distribution: 'adopt'
+ # java-version: '8'
+ # cache: 'sbt'
+ # - name: Install Python 3.7
+ # uses: actions/setup-python@v2
+ # with:
+ # python-version: 3.7.7
+ # architecture: x64
+ # - name: Install Python packages (Python 3.7)
+ # run: |
+ # python -m pip install --upgrade pip
+ # pip install pyspark==3.1.3 numpy pytest
+ # - name: Build Spark NLP on Apache Spark 3.1.x
+ # run: |
+ # brew install sbt
+ # sbt -mem 4096 -Dis_spark31=true clean assemblyAndCopy
+ # - name: Test Spark NLP in Scala - Apache Spark 3.1.x
+ # run: |
+ # sbt -mem 4096 test
+ # - name: Test Spark NLP in Python - Apache Spark 3.1.x
+ # run: |
+ # cd python
+ # python3.7 -m pytest -v -m fast
+
+ # spark30:
+ # if: "! contains(toJSON(github.event.commits.*.message), '[skip test]')"
+ # runs-on: macos-latest
+ # env:
+ # TF_CPP_MIN_LOG_LEVEL: 3
+ # JAVA_OPTS: "-Xmx4096m -XX:+UseG1GC"
+ # name: Build and Test on Apache Spark 3.0.x
+
+ # steps:
+ # - uses: actions/checkout@v3
+ # - uses: actions/setup-java@v3
+ # with:
+ # distribution: 'adopt'
+ # java-version: '8'
+ # cache: 'sbt'
+ # - name: Install Python 3.7
+ # uses: actions/setup-python@v2
+ # with:
+ # python-version: 3.7.7
+ # architecture: x64
+ # - name: Install Python packages (Python 3.7)
+ # run: |
+ # python -m pip install --upgrade pip
+ # pip install pyspark==3.0.3 numpy pytest
+ # - name: Build Spark NLP on Apache Spark 3.0.x
+ # run: |
+ # brew install sbt
+ # sbt -mem 4096 -Dis_spark30=true clean assemblyAndCopy
+ # - name: Test Spark NLP in Scala - Apache Spark 3.0.x
+ # run: |
+ # sbt -mem 4096 test
+ # - name: Test Spark NLP in Python - Apache Spark 3.0.x
+ # run: |
+ # cd python
+ # python3.7 -m pytest -v -m fast
\ No newline at end of file
diff --git a/CHANGELOG b/CHANGELOG
index a8540686c55690..bf1a7d04277e70 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,3 +1,23 @@
+========
+4.4.2
+========
+----------------
+New Features & Enhancements
+----------------
+* InImplement a new Zero-Shot Text Classification for RoBERTa annotator called `RobertaForZeroShotClassification`
+* Support Apache Spark 3.4
+* Omptize BART models for memory efficiency
+* Introducing `cache` feature in BartTransformer
+* Improve error handling for max sequence length for transformers in Python
+* Improve `MultiDateMatcher` annotator to return multiple dates
+
+----------------
+Bug Fixes
+----------------
+* Fix a bug in Tapas due to exceeding the maximum rank value
+* Fix loading Transformer models via loadSavedModel() method from DBFS on Databricks
+
+
========
4.4.1
========
diff --git a/README.md b/README.md
index d8e5c09c2707e2..4ec5fc96710c67 100644
--- a/README.md
+++ b/README.md
@@ -137,7 +137,7 @@ documentation and examples
- Longformer for Question Answering
- Table Question Answering (TAPAS)
- Zero-Shot NER Model
-- Zero Shot Text Classification by BERT (ZSL)
+- Zero Shot Text Classification by Transformers (ZSL)
- Neural Machine Translation (MarianMT)
- Text-To-Text Transfer Transformer (Google T5)
- Generative Pre-trained Transformer 2 (OpenAI GPT2)
@@ -165,7 +165,7 @@ To use Spark NLP you need the following requirements:
**GPU (optional):**
-Spark NLP 4.4.1 is built with TensorFlow 2.7.1 and the following NVIDIA® software are only required for GPU support:
+Spark NLP 4.4.2 is built with TensorFlow 2.7.1 and the following NVIDIA® software are only required for GPU support:
- NVIDIA® GPU drivers version 450.80.02 or higher
- CUDA® Toolkit 11.2
@@ -181,7 +181,7 @@ $ java -version
$ conda create -n sparknlp python=3.7 -y
$ conda activate sparknlp
# spark-nlp by default is based on pyspark 3.x
-$ pip install spark-nlp==4.4.1 pyspark==3.3.1
+$ pip install spark-nlp==4.4.2 pyspark==3.3.1
```
In Python console or Jupyter `Python3` kernel:
@@ -226,22 +226,21 @@ For more examples, you can visit our dedicated [examples](https://github.com/Joh
## Apache Spark Support
-Spark NLP *4.4.1* has been built on top of Apache Spark 3.2 while fully supports Apache Spark 3.0.x, 3.1.x, 3.2.x, and
-3.3.x:
-
-| Spark NLP | Apache Spark 2.3.x | Apache Spark 2.4.x | Apache Spark 3.0.x | Apache Spark 3.1.x | Apache Spark 3.2.x | Apache Spark 3.3.x |
-|-----------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------|
-| 4.4.x | NO | NO | YES | YES | YES | YES |
-| 4.3.x | NO | NO | YES | YES | YES | YES |
-| 4.2.x | NO | NO | YES | YES | YES | YES |
-| 4.1.x | NO | NO | YES | YES | YES | YES |
-| 4.0.x | NO | NO | YES | YES | YES | YES |
-| 3.4.x | YES | YES | YES | YES | Partially | N/A |
-| 3.3.x | YES | YES | YES | YES | NO | NO |
-| 3.2.x | YES | YES | YES | YES | NO | NO |
-| 3.1.x | YES | YES | YES | YES | NO | NO |
-| 3.0.x | YES | YES | YES | YES | NO | NO |
-| 2.7.x | YES | YES | NO | NO | NO | NO |
+Spark NLP *4.4.2* has been built on top of Apache Spark 3.2 while fully supports Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x
+
+| Spark NLP | Apache Spark 2.3.x | Apache Spark 2.4.x | Apache Spark 3.0.x | Apache Spark 3.1.x | Apache Spark 3.2.x | Apache Spark 3.3.x | Apache Spark 3.4.x |
+|-----------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------|--------------------|
+| 4.4.x | NO | NO | YES | YES | YES | YES | YES |
+| 4.3.x | NO | NO | YES | YES | YES | YES | NO |
+| 4.2.x | NO | NO | YES | YES | YES | YES | NO |
+| 4.1.x | NO | NO | YES | YES | YES | YES | NO |
+| 4.0.x | NO | NO | YES | YES | YES | YES | NO |
+| 3.4.x | YES | YES | YES | YES | Partially | N/A | NO
+| 3.3.x | YES | YES | YES | YES | NO | NO | NO |
+| 3.2.x | YES | YES | YES | YES | NO | NO | NO |
+| 3.1.x | YES | YES | YES | YES | NO | NO | NO |
+| 3.0.x | YES | YES | YES | YES | NO | NO | NO |
+| 2.7.x | YES | YES | NO | NO | NO | NO | NO |
NOTE: Starting 4.0.0 release, the default `spark-nlp` and `spark-nlp-gpu` packages are based on Scala 2.12.15 and Apache
Spark 3.2 by default.
@@ -266,7 +265,7 @@ Find out more about `Spark NLP` versions from our [release notes](https://github
## Databricks Support
-Spark NLP 4.4.1 has been tested and is compatible with the following runtimes:
+Spark NLP 4.4.2 has been tested and is compatible with the following runtimes:
**CPU:**
@@ -298,6 +297,8 @@ Spark NLP 4.4.1 has been tested and is compatible with the following runtimes:
- 12.1 ML
- 12.2
- 12.2 ML
+- 13.0
+- 13.0 ML
**GPU:**
@@ -314,13 +315,14 @@ Spark NLP 4.4.1 has been tested and is compatible with the following runtimes:
- 12.0 ML & GPU
- 12.1 ML & GPU
- 12.2 ML & GPU
+- 13.0 ML & GPU
NOTE: Spark NLP 4.x is based on TensorFlow 2.7.x which is compatible with CUDA11 and cuDNN 8.0.2. The only Databricks
runtimes supporting CUDA 11 are 9.x and above as listed under GPU.
## EMR Support
-Spark NLP 4.4.1 has been tested and is compatible with the following EMR releases:
+Spark NLP 4.4.2 has been tested and is compatible with the following EMR releases:
- emr-6.2.0
- emr-6.3.0
@@ -343,10 +345,10 @@ NOTE: The EMR 6.1.0 and 6.1.1 are not supported.
This is a cheatsheet for corresponding Spark NLP Maven package to Apache Spark / PySpark major version:
-| Apache Spark | Spark NLP on CPU | Spark NLP on GPU | Spark NLP on AArch64 (linux) | Spark NLP on Apple Silicon |
-|-----------------|--------------------|----------------------------|--------------------------------|--------------------------------------|
-| 3.0/3.1/3.2/3.3 | `spark-nlp` | `spark-nlp-gpu` | `spark-nlp-aarch64` | `spark-nlp-silicon` |
-| Start Function | `sparknlp.start()` | `sparknlp.start(gpu=True)` | `sparknlp.start(aarch64=True)` | `sparknlp.start(apple_silicon=True)` |
+| Apache Spark | Spark NLP on CPU | Spark NLP on GPU | Spark NLP on AArch64 (linux) | Spark NLP on Apple Silicon |
+|---------------------|--------------------|----------------------------|--------------------------------|--------------------------------------|
+| 3.0/3.1/3.2/3.3/3.4 | `spark-nlp` | `spark-nlp-gpu` | `spark-nlp-aarch64` | `spark-nlp-silicon` |
+| Start Function | `sparknlp.start()` | `sparknlp.start(gpu=True)` | `sparknlp.start(aarch64=True)` | `sparknlp.start(apple_silicon=True)` |
NOTE: `M1/M2` and `AArch64` are under `experimental` support. Access and support to these architectures are limited by the
community and we had to build most of the dependencies by ourselves to make them compatible. We support these two
@@ -356,19 +358,18 @@ architectures, however, they may not work in some environments.
### Command line (requires internet connection)
-Spark NLP supports all major releases of Apache Spark 3.0.x, Apache Spark 3.1.x, Apache Spark 3.2.x, and Apache Spark
-3.3.x.
+Spark NLP supports all major releases of Apache Spark 3.0.x, Apache Spark 3.1.x, Apache Spark 3.2.x, Apache Spark 3.3.x, and Apache Spark 3.4.x
-#### Apache Spark 3.x (3.0.x, 3.1.x, 3.2.x, and 3.3.x - Scala 2.12)
+#### Apache Spark 3.x (3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x - Scala 2.12)
```sh
# CPU
-spark-shell --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+spark-shell --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
-pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
-spark-submit --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+spark-submit --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
The `spark-nlp` has been published to
@@ -377,11 +378,11 @@ the [Maven Repository](https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/s
```sh
# GPU
-spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.1
+spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.2
-pyspark --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.1
+pyspark --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.2
-spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.1
+spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:4.4.2
```
@@ -391,11 +392,11 @@ the [Maven Repository](https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/s
```sh
# AArch64
-spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.1
+spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.2
-pyspark --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.1
+pyspark --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.2
-spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.1
+spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:4.4.2
```
@@ -405,11 +406,11 @@ the [Maven Repository](https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/s
```sh
# M1/M2 (Apple Silicon)
-spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.1
+spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.2
-pyspark --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.1
+pyspark --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.2
-spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.1
+spark-submit --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:4.4.2
```
@@ -423,25 +424,25 @@ set in your SparkSession:
spark-shell \
--driver-memory 16g \
--conf spark.kryoserializer.buffer.max=2000M \
- --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+ --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
## Scala
-Spark NLP supports Scala 2.12.15 if you are using Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x versions. Our packages are
+Spark NLP supports Scala 2.12.15 if you are using Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x versions. Our packages are
deployed to Maven central. To add any of our packages as a dependency in your application you can follow these
coordinates:
### Maven
-**spark-nlp** on Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x:
+**spark-nlp** on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x:
```xml
com.johnsnowlabs.nlp
spark-nlp_2.12
- 4.4.1
+ 4.4.2
```
@@ -452,7 +453,7 @@ coordinates:
com.johnsnowlabs.nlp
spark-nlp-gpu_2.12
- 4.4.1
+ 4.4.2
```
@@ -463,7 +464,7 @@ coordinates:
com.johnsnowlabs.nlp
spark-nlp-aarch64_2.12
- 4.4.1
+ 4.4.2
```
@@ -474,38 +475,38 @@ coordinates:
com.johnsnowlabs.nlp
spark-nlp-silicon_2.12
- 4.4.1
+ 4.4.2
```
### SBT
-**spark-nlp** on Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x:
+**spark-nlp** on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x:
```sbtshell
// https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/spark-nlp
-libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp" % "4.4.1"
+libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp" % "4.4.2"
```
**spark-nlp-gpu:**
```sbtshell
// https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/spark-nlp-gpu
-libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-gpu" % "4.4.1"
+libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-gpu" % "4.4.2"
```
**spark-nlp-aarch64:**
```sbtshell
// https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/spark-nlp-aarch64
-libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-aarch64" % "4.4.1"
+libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-aarch64" % "4.4.2"
```
**spark-nlp-silicon:**
```sbtshell
// https://mvnrepository.com/artifact/com.johnsnowlabs.nlp/spark-nlp-silicon
-libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-silicon" % "4.4.1"
+libraryDependencies += "com.johnsnowlabs.nlp" %% "spark-nlp-silicon" % "4.4.2"
```
Maven
@@ -527,7 +528,7 @@ If you installed pyspark through pip/conda, you can install `spark-nlp` through
Pip:
```bash
-pip install spark-nlp==4.4.1
+pip install spark-nlp==4.4.2
```
Conda:
@@ -556,7 +557,7 @@ spark = SparkSession.builder
.config("spark.driver.memory", "16G")
.config("spark.driver.maxResultSize", "0")
.config("spark.kryoserializer.buffer.max", "2000M")
- .config("spark.jars.packages", "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1")
+ .config("spark.jars.packages", "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2")
.getOrCreate()
```
@@ -588,19 +589,19 @@ result = pipeline.annotate('The Mona Lisa is a 16th century oil painting created
#### spark-nlp
-- FAT-JAR for CPU on Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x
+- FAT-JAR for CPU on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x
```bash
sbt assembly
```
-- FAT-JAR for GPU on Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x
+- FAT-JAR for GPU on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x
```bash
sbt -Dis_gpu=true assembly
```
-- FAT-JAR for M! on Apache Spark 3.0.x, 3.1.x, 3.2.x, and 3.3.x
+- FAT-JAR for M! on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x
```bash
sbt -Dis_silicon=true assembly
@@ -627,7 +628,7 @@ Use either one of the following options
- Add the following Maven Coordinates to the interpreter's library list
```bash
-com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
- Add a path to pre-built jar from [here](#compiled-jars) in the interpreter's library list making sure the jar is
@@ -638,7 +639,7 @@ com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
Apart from the previous step, install the python module through pip
```bash
-pip install spark-nlp==4.4.1
+pip install spark-nlp==4.4.2
```
Or you can install `spark-nlp` from inside Zeppelin by using Conda:
@@ -666,7 +667,7 @@ launch the Jupyter from the same Python environment:
$ conda create -n sparknlp python=3.8 -y
$ conda activate sparknlp
# spark-nlp by default is based on pyspark 3.x
-$ pip install spark-nlp==4.4.1 pyspark==3.3.1 jupyter
+$ pip install spark-nlp==4.4.2 pyspark==3.3.1 jupyter
$ jupyter notebook
```
@@ -683,7 +684,7 @@ export PYSPARK_PYTHON=python3
export PYSPARK_DRIVER_PYTHON=jupyter
export PYSPARK_DRIVER_PYTHON_OPTS=notebook
-pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
Alternatively, you can mix in using `--jars` option for pyspark + `pip install spark-nlp`
@@ -710,7 +711,7 @@ This script comes with the two options to define `pyspark` and `spark-nlp` versi
# -s is for spark-nlp
# -g will enable upgrading libcudnn8 to 8.1.0 on Google Colab for GPU usage
# by default they are set to the latest
-!wget https://setup.johnsnowlabs.com/colab.sh -O - | bash /dev/stdin -p 3.2.3 -s 4.4.1
+!wget https://setup.johnsnowlabs.com/colab.sh -O - | bash /dev/stdin -p 3.2.3 -s 4.4.2
```
[Spark NLP quick start on Google Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp/blob/master/examples/python/quick_start_google_colab.ipynb)
@@ -733,7 +734,7 @@ This script comes with the two options to define `pyspark` and `spark-nlp` versi
# -s is for spark-nlp
# -g will enable upgrading libcudnn8 to 8.1.0 on Kaggle for GPU usage
# by default they are set to the latest
-!wget https://setup.johnsnowlabs.com/colab.sh -O - | bash /dev/stdin -p 3.2.3 -s 4.4.1
+!wget https://setup.johnsnowlabs.com/colab.sh -O - | bash /dev/stdin -p 3.2.3 -s 4.4.2
```
[Spark NLP quick start on Kaggle Kernel](https://www.kaggle.com/mozzie/spark-nlp-named-entity-recognition) is a live
@@ -752,9 +753,9 @@ demo on Kaggle Kernel that performs named entity recognitions by using Spark NLP
3. In `Libraries` tab inside your cluster you need to follow these steps:
- 3.1. Install New -> PyPI -> `spark-nlp==4.4.1` -> Install
+ 3.1. Install New -> PyPI -> `spark-nlp==4.4.2` -> Install
- 3.2. Install New -> Maven -> Coordinates -> `com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1` -> Install
+ 3.2. Install New -> Maven -> Coordinates -> `com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2` -> Install
4. Now you can attach your notebook to the cluster and use Spark NLP!
@@ -805,7 +806,7 @@ A sample of your software configuration in JSON on S3 (must be public access):
"spark.kryoserializer.buffer.max": "2000M",
"spark.serializer": "org.apache.spark.serializer.KryoSerializer",
"spark.driver.maxResultSize": "0",
- "spark.jars.packages": "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1"
+ "spark.jars.packages": "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2"
}
}]
```
@@ -814,7 +815,7 @@ A sample of AWS CLI to launch EMR cluster:
```.sh
aws emr create-cluster \
---name "Spark NLP 4.4.1" \
+--name "Spark NLP 4.4.2" \
--release-label emr-6.2.0 \
--applications Name=Hadoop Name=Spark Name=Hive \
--instance-type m4.4xlarge \
@@ -878,7 +879,7 @@ gcloud dataproc clusters create ${CLUSTER_NAME} \
--enable-component-gateway \
--metadata 'PIP_PACKAGES=spark-nlp spark-nlp-display google-cloud-bigquery google-cloud-storage' \
--initialization-actions gs://goog-dataproc-initialization-actions-${REGION}/python/pip-install.sh \
- --properties spark:spark.serializer=org.apache.spark.serializer.KryoSerializer,spark:spark.driver.maxResultSize=0,spark:spark.kryoserializer.buffer.max=2000M,spark:spark.jars.packages=com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+ --properties spark:spark.serializer=org.apache.spark.serializer.KryoSerializer,spark:spark.driver.maxResultSize=0,spark:spark.kryoserializer.buffer.max=2000M,spark:spark.jars.packages=com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
2. On an existing one, you need to install spark-nlp and spark-nlp-display packages from PyPI.
@@ -917,7 +918,7 @@ spark = SparkSession.builder
.config("spark.kryoserializer.buffer.max", "2000m")
.config("spark.jsl.settings.pretrained.cache_folder", "sample_data/pretrained")
.config("spark.jsl.settings.storage.cluster_tmp_dir", "sample_data/storage")
- .config("spark.jars.packages", "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1")
+ .config("spark.jars.packages", "com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2")
.getOrCreate()
```
@@ -931,7 +932,7 @@ spark-shell \
--conf spark.kryoserializer.buffer.max=2000M \
--conf spark.jsl.settings.pretrained.cache_folder="sample_data/pretrained" \
--conf spark.jsl.settings.storage.cluster_tmp_dir="sample_data/storage" \
- --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+ --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
**pyspark:**
@@ -944,7 +945,7 @@ pyspark \
--conf spark.kryoserializer.buffer.max=2000M \
--conf spark.jsl.settings.pretrained.cache_folder="sample_data/pretrained" \
--conf spark.jsl.settings.storage.cluster_tmp_dir="sample_data/storage" \
- --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.1
+ --packages com.johnsnowlabs.nlp:spark-nlp_2.12:4.4.2
```
**Databricks:**
@@ -1216,16 +1217,16 @@ spark = SparkSession.builder
.config("spark.driver.memory", "16G")
.config("spark.driver.maxResultSize", "0")
.config("spark.kryoserializer.buffer.max", "2000M")
- .config("spark.jars", "/tmp/spark-nlp-assembly-4.4.1.jar")
+ .config("spark.jars", "/tmp/spark-nlp-assembly-4.4.2.jar")
.getOrCreate()
```
- You can download provided Fat JARs from each [release notes](https://github.com/JohnSnowLabs/spark-nlp/releases),
please pay attention to pick the one that suits your environment depending on the device (CPU/GPU) and Apache Spark
- version (3.0.x, 3.1.x, 3.2.x, and 3.3.x)
+ version (3.0.x, 3.1.x, 3.2.x, 3.3.x, and 3.4.x)
- If you are local, you can load the Fat JAR from your local FileSystem, however, if you are in a cluster setup you need
to put the Fat JAR on a distributed FileSystem such as HDFS, DBFS, S3, etc. (
- i.e., `hdfs:///tmp/spark-nlp-assembly-4.4.1.jar`)
+ i.e., `hdfs:///tmp/spark-nlp-assembly-4.4.2.jar`)
Example of using pretrained Models and Pipelines in offline:
diff --git a/build.sbt b/build.sbt
index 21e8ce870e1186..e2d7f4dd78690b 100644
--- a/build.sbt
+++ b/build.sbt
@@ -6,7 +6,7 @@ name := getPackageName(is_silicon, is_gpu, is_aarch64)
organization := "com.johnsnowlabs.nlp"
-version := "4.4.1"
+version := "4.4.2"
(ThisBuild / scalaVersion) := scalaVer
diff --git a/conda/meta.yaml b/conda/meta.yaml
index 759048f9874b8b..fda428e5e75638 100644
--- a/conda/meta.yaml
+++ b/conda/meta.yaml
@@ -1,15 +1,15 @@
package:
name: "spark-nlp"
- version: 4.4.1
+ version: 4.4.2
app:
entry: spark-nlp
summary: Natural Language Understanding Library for Apache Spark.
source:
- fn: spark-nlp-4.4.1.tar.gz
- url: https://files.pythonhosted.org/packages/62/86/6b6c79f923db6ece28dd1c96d088fd2cc01ef7c748021ecb5fe73355635a/spark-nlp-4.4.1.tar.gz
- sha256: 5a25caada4b63d8e7fdc38959c94aca0d51f941bad5345d130ed2ea2de07ecac
+ fn: spark-nlp-4.4.2.tar.gz
+ url: https://files.pythonhosted.org/packages/35/89/87dc31013c9a4f1d0ce71b38e93172bad49652ec3f587a4d4e40c91b439e/spark-nlp-4.4.2.tar.gz
+ sha256: a4e35013ee81e01a1b2340d8985c00ad08fae07740adc7069545fa9ab0e913a5
build:
noarch: generic
number: 0
diff --git a/docs/api/com/index.html b/docs/api/com/index.html
index 3d2cb0e3eb1422..5fec16c283b94a 100644
--- a/docs/api/com/index.html
+++ b/docs/api/com/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com
-
-
+ Spark NLP 4.4.2 ScalaDoc - com
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/CredentialParams.html b/docs/api/com/johnsnowlabs/client/CredentialParams.html
index ded99cc80ee33d..52ecb222e6a88d 100644
--- a/docs/api/com/johnsnowlabs/client/CredentialParams.html
+++ b/docs/api/com/johnsnowlabs/client/CredentialParams.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.CredentialParams
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.CredentialParams
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSAnonymousCredentials.html b/docs/api/com/johnsnowlabs/client/aws/AWSAnonymousCredentials.html
index 280589d2db6a56..1d5124f639853d 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSAnonymousCredentials.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSAnonymousCredentials.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSAnonymousCredentials
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSAnonymousCredentials
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSBasicCredentials.html b/docs/api/com/johnsnowlabs/client/aws/AWSBasicCredentials.html
index f8b1e69a058322..0cb7387f846af7 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSBasicCredentials.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSBasicCredentials.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSBasicCredentials
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSBasicCredentials
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSCredentialsProvider.html b/docs/api/com/johnsnowlabs/client/aws/AWSCredentialsProvider.html
index 005ce1000b9694..13a85e73af3a2c 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSCredentialsProvider.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSCredentialsProvider.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSCredentialsProvider
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSCredentialsProvider
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSGateway.html b/docs/api/com/johnsnowlabs/client/aws/AWSGateway.html
index 5eb3aa55b79b20..b409daca05f13f 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSGateway.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSGateway.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSGateway
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSGateway
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSProfileCredentials.html b/docs/api/com/johnsnowlabs/client/aws/AWSProfileCredentials.html
index b5396211e609d8..ee0ea7c4fdf68b 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSProfileCredentials.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSProfileCredentials.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSProfileCredentials
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSProfileCredentials
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/AWSTokenCredentials.html b/docs/api/com/johnsnowlabs/client/aws/AWSTokenCredentials.html
index 2edcedf93a9d9b..89bc0904dca5c5 100644
--- a/docs/api/com/johnsnowlabs/client/aws/AWSTokenCredentials.html
+++ b/docs/api/com/johnsnowlabs/client/aws/AWSTokenCredentials.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.AWSTokenCredentials
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.AWSTokenCredentials
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/Credentials.html b/docs/api/com/johnsnowlabs/client/aws/Credentials.html
index 062a7ca4dba8d3..6767ab35d33755 100644
--- a/docs/api/com/johnsnowlabs/client/aws/Credentials.html
+++ b/docs/api/com/johnsnowlabs/client/aws/Credentials.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws.Credentials
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws.Credentials
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/aws/index.html b/docs/api/com/johnsnowlabs/client/aws/index.html
index daf463c1bfd768..655db50019b51e 100644
--- a/docs/api/com/johnsnowlabs/client/aws/index.html
+++ b/docs/api/com/johnsnowlabs/client/aws/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.aws
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.aws
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/gcp/GCPGateway.html b/docs/api/com/johnsnowlabs/client/gcp/GCPGateway.html
index 973b4f8a236f4e..b0bbf9ba12f79e 100644
--- a/docs/api/com/johnsnowlabs/client/gcp/GCPGateway.html
+++ b/docs/api/com/johnsnowlabs/client/gcp/GCPGateway.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.gcp.GCPGateway
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.gcp.GCPGateway
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/gcp/index.html b/docs/api/com/johnsnowlabs/client/gcp/index.html
index e68db46ae60f6a..42ebb3df542ba9 100644
--- a/docs/api/com/johnsnowlabs/client/gcp/index.html
+++ b/docs/api/com/johnsnowlabs/client/gcp/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client.gcp
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client.gcp
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/client/index.html b/docs/api/com/johnsnowlabs/client/index.html
index bb99660cb40964..68df7751ca184c 100644
--- a/docs/api/com/johnsnowlabs/client/index.html
+++ b/docs/api/com/johnsnowlabs/client/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.client
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.client
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/collections/SearchTrie$.html b/docs/api/com/johnsnowlabs/collections/SearchTrie$.html
index 2da3b9a9cbfb78..567a48f1023852 100644
--- a/docs/api/com/johnsnowlabs/collections/SearchTrie$.html
+++ b/docs/api/com/johnsnowlabs/collections/SearchTrie$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.collections.SearchTrie
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.collections.SearchTrie
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/collections/SearchTrie.html b/docs/api/com/johnsnowlabs/collections/SearchTrie.html
index 39c141bbce181b..65b4e6b16fb42c 100644
--- a/docs/api/com/johnsnowlabs/collections/SearchTrie.html
+++ b/docs/api/com/johnsnowlabs/collections/SearchTrie.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.collections.SearchTrie
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.collections.SearchTrie
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/collections/StorageSearchTrie$.html b/docs/api/com/johnsnowlabs/collections/StorageSearchTrie$.html
index 5eacf273b8aa63..68754925344689 100644
--- a/docs/api/com/johnsnowlabs/collections/StorageSearchTrie$.html
+++ b/docs/api/com/johnsnowlabs/collections/StorageSearchTrie$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.collections.StorageSearchTrie
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.collections.StorageSearchTrie
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/collections/StorageSearchTrie.html b/docs/api/com/johnsnowlabs/collections/StorageSearchTrie.html
index 839128e0f29301..6fa0ce7c10869d 100644
--- a/docs/api/com/johnsnowlabs/collections/StorageSearchTrie.html
+++ b/docs/api/com/johnsnowlabs/collections/StorageSearchTrie.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.collections.StorageSearchTrie
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.collections.StorageSearchTrie
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/collections/index.html b/docs/api/com/johnsnowlabs/collections/index.html
index fa60bce8d9a6f7..20bf7fb5600249 100644
--- a/docs/api/com/johnsnowlabs/collections/index.html
+++ b/docs/api/com/johnsnowlabs/collections/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.collections
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.collections
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/index.html b/docs/api/com/johnsnowlabs/index.html
index 94271c18df4325..c8560cff488bac 100644
--- a/docs/api/com/johnsnowlabs/index.html
+++ b/docs/api/com/johnsnowlabs/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/DeBerta.html b/docs/api/com/johnsnowlabs/ml/ai/DeBerta.html
index 626f033bc41e1e..e404776fafaa7b 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/DeBerta.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/DeBerta.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.DeBerta
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.DeBerta
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/MergeTokenStrategy$.html b/docs/api/com/johnsnowlabs/ml/ai/MergeTokenStrategy$.html
index 858bc32de7dfd1..512d25ca449123 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/MergeTokenStrategy$.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/MergeTokenStrategy$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.MergeTokenStrategy
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.MergeTokenStrategy
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/index.html b/docs/api/com/johnsnowlabs/ml/ai/index.html
index 3209352541ce45..6153c56b51e105 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Generate.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Generate.html
index 03962801cbf604..20c76f54930b32 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Generate.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Generate.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Generate
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Generate
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
@@ -369,7 +369,7 @@ Concrete Value Members
-
+
@@ -384,7 +384,19 @@ Concrete Value Members
beamSearch(encoderInputIdsVals: Seq[Array[Int]], inputIdsVal: Seq[Array[Int]], decoderEncoderStateTensors: Tensor, encoderAttentionMaskTensors: Tensor, beamScorer: BeamScorer, logitProcessor: LogitProcessorList, maxLength: Int, padTokenId: Int, eosTokenId: Int, doSample: Boolean, randomSeed: Option[Long], session: Session): Array[Array[Int]]
-
+
@@ -463,6 +475,43 @@ Concrete Value Members
)
+
+
+
+
+
+
+
+
+
+ def
+
+
+ generate(inputIds: Seq[Array[Int]], decoderEncoderStateTensors: Tensor, encoderAttentionMaskTensors: Tensor, decoderInputs: Array[Array[Int]], maxOutputLength: Int, minOutputLength: Int, doSample: Boolean, beamSize: Int, numReturnSequences: Int, temperature: Double, topK: Int, topP: Double, repetitionPenalty: Double, noRepeatNgramSize: Int, vocabSize: Int, eosTokenId: Int, paddingTokenId: Int, randomSeed: Option[Long], ignoreTokenIds: Array[Int] = Array(), session: Session): Array[Array[Int]]
+
+
+
@@ -549,7 +598,7 @@ Concrete Value Members
-
+
@@ -564,7 +613,12 @@ Concrete Value Members
multinomialSampling(logitValues: Array[Float], k: Int, seed: Option[Long]): Array[Int]
-
+
@@ -619,7 +673,7 @@ Concrete Value Members
@native()
-
+
@@ -634,8 +688,13 @@ Concrete Value Members
reshapeArray(inputArray: Array[Array[Float]], numRows: Int, numCols: Int): Array[Array[Float]]
-
-
+
+
@@ -650,7 +709,12 @@ Concrete Value Members
sample(logits: Seq[Float], k: Int, seed: Long = 42): Array[Int]
-
+
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/Logit.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/Logit.html
index 95fb2f45220c0e..6998459c8ea7a0 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/Logit.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/Logit.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.Logit
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.Logit
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/LogitProcessor.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/LogitProcessor.html
index c4b3f33e9bc23d..868535e266655f 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/LogitProcessor.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/LogitProcessor.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.LogitProcessor
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.LogitProcessor
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/MinLengthLogitProcessor.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/MinLengthLogitProcessor.html
index df8516af6211ca..5ddb8a0ed9cd97 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/MinLengthLogitProcessor.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/MinLengthLogitProcessor.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.MinLengthLogitProcessor
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.MinLengthLogitProcessor
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/NoRepeatNgramsLogitProcessor.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/NoRepeatNgramsLogitProcessor.html
index 0918cf404a4dce..4fbebd739721df 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/NoRepeatNgramsLogitProcessor.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/NoRepeatNgramsLogitProcessor.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.NoRepeatNgramsLogitProcessor
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.NoRepeatNgramsLogitProcessor
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/RepetitionPenaltyLogitProcessor.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/RepetitionPenaltyLogitProcessor.html
index 2d4a4dc1078cb4..c559ed9c19c0cf 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/RepetitionPenaltyLogitProcessor.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/RepetitionPenaltyLogitProcessor.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.RepetitionPenaltyLogitProcessor
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess.RepetitionPenaltyLogitProcessor
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/index.html
index b27b337008bb4f..32ccbf460cde8d 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcess/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcess
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcessorList.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcessorList.html
index ce7b0fade04db8..5fbe46662579ac 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcessorList.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitProcessorList.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcessorList
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitProcessorList
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/LogitWarper.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/LogitWarper.html
index 1d258b9ca7633f..6b9a5dd6ec10d3 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/LogitWarper.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/LogitWarper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.LogitWarper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.LogitWarper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TemperatureLogitWarper.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TemperatureLogitWarper.html
index f26c49d3d0533c..38d99f0ddf4a74 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TemperatureLogitWarper.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TemperatureLogitWarper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TemperatureLogitWarper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TemperatureLogitWarper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopKLogitWarper.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopKLogitWarper.html
index bcbd8a8a0ea482..e95073ba875f39 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopKLogitWarper.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopKLogitWarper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TopKLogitWarper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TopKLogitWarper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopPLogitWarper.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopPLogitWarper.html
index 0516a44243f07c..21d688b07ddcf5 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopPLogitWarper.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/TopPLogitWarper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TopPLogitWarper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper.TopPLogitWarper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/index.html
index eb56edcb586761..a5656480b9968c 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/LogitWarper/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit.LogitWarper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/index.html
index b9cdae71e61cd2..e86f8c36cc4c54 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Logit/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Logit
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamHypotheses.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamHypotheses.html
index ae00bfdb14a93b..871088fb347a38 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamHypotheses.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamHypotheses.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamHypotheses
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamHypotheses
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamScorer.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamScorer.html
index e5369e9f24f54b..844800c93fe402 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamScorer.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamScorer.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamScorer
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamScorer
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamSearchScorer.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamSearchScorer.html
index 6d25e95c95ae93..08394bcad13da5 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamSearchScorer.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/BeamSearchScorer.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamSearchScorer
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search.BeamSearchScorer
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/index.html
index 442e1baaa6db74..62220c8eda63a7 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/Search/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation.Search
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/index.html
index 1b9562530bfbb0..9ee09345e625e7 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/Generation/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/Generation/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util.Generation
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/ai/util/index.html b/docs/api/com/johnsnowlabs/ml/ai/util/index.html
index 14a0c2ab48b8f8..d461e447bab9e1 100644
--- a/docs/api/com/johnsnowlabs/ml/ai/util/index.html
+++ b/docs/api/com/johnsnowlabs/ml/ai/util/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.ai.util
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.ai.util
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/Attr.html b/docs/api/com/johnsnowlabs/ml/crf/Attr.html
index 6f574501b58436..9f96c572722fe3 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/Attr.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/Attr.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.Attr
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.Attr
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/AttrFeature.html b/docs/api/com/johnsnowlabs/ml/crf/AttrFeature.html
index 822ca919c2a0a7..a9a78552eed56a 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/AttrFeature.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/AttrFeature.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.AttrFeature
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.AttrFeature
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/AttrStat.html b/docs/api/com/johnsnowlabs/ml/crf/AttrStat.html
index 8e5810fe104fa3..e50a04e16b2e67 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/AttrStat.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/AttrStat.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.AttrStat
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.AttrStat
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/CrfDataset.html b/docs/api/com/johnsnowlabs/ml/crf/CrfDataset.html
index c735892e05c26b..873881d012f7d8 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/CrfDataset.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/CrfDataset.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.CrfDataset
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.CrfDataset
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/CrfParams.html b/docs/api/com/johnsnowlabs/ml/crf/CrfParams.html
index 1a573ae8ed8b2e..529cd3405b7c1c 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/CrfParams.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/CrfParams.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.CrfParams
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.CrfParams
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/DatasetEncoder.html b/docs/api/com/johnsnowlabs/ml/crf/DatasetEncoder.html
index 94af11e93fc973..2f7be76f364c21 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/DatasetEncoder.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/DatasetEncoder.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetEncoder
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetEncoder
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/DatasetMetadata.html b/docs/api/com/johnsnowlabs/ml/crf/DatasetMetadata.html
index 05919f319c6cf3..a1ff823b91e43e 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/DatasetMetadata.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/DatasetMetadata.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetMetadata
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetMetadata
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/DatasetReader$.html b/docs/api/com/johnsnowlabs/ml/crf/DatasetReader$.html
index 3c0259d6300e93..7087d9a97a2b1f 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/DatasetReader$.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/DatasetReader$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetReader
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.DatasetReader
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/EdgeCalculator$.html b/docs/api/com/johnsnowlabs/ml/crf/EdgeCalculator$.html
index 5dd4686fa5c694..8d911bd4c544db 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/EdgeCalculator$.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/EdgeCalculator$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.EdgeCalculator
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.EdgeCalculator
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/FbCalculator.html b/docs/api/com/johnsnowlabs/ml/crf/FbCalculator.html
index aed1e497d70d25..433fc161119a81 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/FbCalculator.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/FbCalculator.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.FbCalculator
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.FbCalculator
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/Instance.html b/docs/api/com/johnsnowlabs/ml/crf/Instance.html
index 64377e3ee40ea2..2dd563e1956cc0 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/Instance.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/Instance.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.Instance
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.Instance
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/InstanceLabels.html b/docs/api/com/johnsnowlabs/ml/crf/InstanceLabels.html
index 0cbae15bdb976f..9829b68facb218 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/InstanceLabels.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/InstanceLabels.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.InstanceLabels
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.InstanceLabels
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/L2DecayStrategy.html b/docs/api/com/johnsnowlabs/ml/crf/L2DecayStrategy.html
index 927619fc41f589..968c58c2c207b9 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/L2DecayStrategy.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/L2DecayStrategy.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.L2DecayStrategy
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.L2DecayStrategy
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrf.html b/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrf.html
index 27beeff442a7c8..9a1f0dcfa10138 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrf.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrf.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.LinearChainCrf
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.LinearChainCrf
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrfModel.html b/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrfModel.html
index 0ae9535c1532a0..2691a19a808095 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrfModel.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/LinearChainCrfModel.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.LinearChainCrfModel
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.LinearChainCrfModel
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/SerializedDatasetMetadata.html b/docs/api/com/johnsnowlabs/ml/crf/SerializedDatasetMetadata.html
index 93c378acb24d67..305501c49e2f29 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/SerializedDatasetMetadata.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/SerializedDatasetMetadata.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.SerializedDatasetMetadata
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.SerializedDatasetMetadata
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/SerializedLinearChainCrfModel.html b/docs/api/com/johnsnowlabs/ml/crf/SerializedLinearChainCrfModel.html
index f5fef367ad1924..86f5075c07e047 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/SerializedLinearChainCrfModel.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/SerializedLinearChainCrfModel.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.SerializedLinearChainCrfModel
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.SerializedLinearChainCrfModel
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/SparseArray$$SeqWrapper.html b/docs/api/com/johnsnowlabs/ml/crf/SparseArray$$SeqWrapper.html
index b61362fd7d27c9..5e7f2e9ec0cfe6 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/SparseArray$$SeqWrapper.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/SparseArray$$SeqWrapper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray.SeqWrapper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray.SeqWrapper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/SparseArray$.html b/docs/api/com/johnsnowlabs/ml/crf/SparseArray$.html
index b7ff66c7a86526..0e498d086a3206 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/SparseArray$.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/SparseArray$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/SparseArray.html b/docs/api/com/johnsnowlabs/ml/crf/SparseArray.html
index dbabaca5ccc800..9f48e7c7affad8 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/SparseArray.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/SparseArray.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.SparseArray
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/TextSentenceAttrs.html b/docs/api/com/johnsnowlabs/ml/crf/TextSentenceAttrs.html
index 45e629ec924f7f..3eac5943a2cfe7 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/TextSentenceAttrs.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/TextSentenceAttrs.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.TextSentenceAttrs
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.TextSentenceAttrs
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/TextSentenceLabels.html b/docs/api/com/johnsnowlabs/ml/crf/TextSentenceLabels.html
index 9585a2649e3ab2..c3cda497ff9c62 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/TextSentenceLabels.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/TextSentenceLabels.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.TextSentenceLabels
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.TextSentenceLabels
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/Transition.html b/docs/api/com/johnsnowlabs/ml/crf/Transition.html
index 32d7109562ffec..b01b71cf001eaa 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/Transition.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/Transition.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.Transition
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.Transition
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/VectorMath$.html b/docs/api/com/johnsnowlabs/ml/crf/VectorMath$.html
index 089438889ab25e..cf528da55cca92 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/VectorMath$.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/VectorMath$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.VectorMath
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.VectorMath
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/WordAttrs.html b/docs/api/com/johnsnowlabs/ml/crf/WordAttrs.html
index 708e986575b624..4baf1a2a9c98f4 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/WordAttrs.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/WordAttrs.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf.WordAttrs
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf.WordAttrs
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/crf/index.html b/docs/api/com/johnsnowlabs/ml/crf/index.html
index 872c3a8a3e3481..f02c0d3c3d74ae 100644
--- a/docs/api/com/johnsnowlabs/ml/crf/index.html
+++ b/docs/api/com/johnsnowlabs/ml/crf/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.crf
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.crf
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/index.html b/docs/api/com/johnsnowlabs/ml/index.html
index fdef61013b7fcc..7f6b10470f5472 100644
--- a/docs/api/com/johnsnowlabs/ml/index.html
+++ b/docs/api/com/johnsnowlabs/ml/index.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoder.html b/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoder.html
index e7cb0e528795a6..f991c1168c39a0 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoder.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoder.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ClassifierDatasetEncoder
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ClassifierDatasetEncoder
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoderParams.html b/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoderParams.html
index d036e5bf4bb9b4..a23c27cd329be0 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoderParams.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/ClassifierDatasetEncoderParams.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ClassifierDatasetEncoderParams
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ClassifierDatasetEncoderParams
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/DatasetEncoderParams.html b/docs/api/com/johnsnowlabs/ml/tensorflow/DatasetEncoderParams.html
index 86ee37b891fe2c..093bf6fefcfd41 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/DatasetEncoderParams.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/DatasetEncoderParams.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.DatasetEncoderParams
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.DatasetEncoderParams
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/Logging.html b/docs/api/com/johnsnowlabs/ml/tensorflow/Logging.html
index 62557cb9b0d02e..6328cd4636f136 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/Logging.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/Logging.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Logging
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Logging
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/ModelSignature.html b/docs/api/com/johnsnowlabs/ml/tensorflow/ModelSignature.html
index a759257681c0e7..6e3d13c05647ca 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/ModelSignature.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/ModelSignature.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ModelSignature
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ModelSignature
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch$.html b/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch$.html
index 567fe4b047e12d..a1be3442cdd7d0 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch$.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerBatch
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerBatch
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch.html b/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch.html
index 87a8b4c2d35752..fe56609da54a0d 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/NerBatch.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerBatch
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerBatch
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/NerDatasetEncoder.html b/docs/api/com/johnsnowlabs/ml/tensorflow/NerDatasetEncoder.html
index 582175c23e0bdb..bdce0992a7f5a7 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/NerDatasetEncoder.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/NerDatasetEncoder.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerDatasetEncoder
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.NerDatasetEncoder
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/ReadTensorflowModel.html b/docs/api/com/johnsnowlabs/ml/tensorflow/ReadTensorflowModel.html
index 85b0c39afa4581..e3eae3e2ed1be7 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/ReadTensorflowModel.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/ReadTensorflowModel.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ReadTensorflowModel
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.ReadTensorflowModel
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/SentenceGrouper.html b/docs/api/com/johnsnowlabs/ml/tensorflow/SentenceGrouper.html
index fed9c8a285936e..8d84cd4500bde3 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/SentenceGrouper.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/SentenceGrouper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.SentenceGrouper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.SentenceGrouper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources$.html b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources$.html
index a35fc6b846b2b8..d42359e3f69be5 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources$.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorResources
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorResources
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources.html b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources.html
index abc705694c22bd..a74f2072bf2802 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorResources.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorResources
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorResources
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowClassifier.html b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowClassifier.html
index 79ecdd4147e88f..a502b01b6bb458 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowClassifier.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowClassifier.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowClassifier
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowClassifier
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper$.html b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper$.html
index d4dda2574bed71..9b2e0523d2c04b 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper$.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper$.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowWrapper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowWrapper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper.html b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper.html
index 7614705b74b699..b28c409adab002 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/TensorflowWrapper.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowWrapper
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowWrapper
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/Variables.html b/docs/api/com/johnsnowlabs/ml/tensorflow/Variables.html
index 8986d9e045ef92..070008efbca15d 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/Variables.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/Variables.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Variables
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Variables
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc
+
Spark NLP 4.4.2 ScalaDoc
< Back
diff --git a/docs/api/com/johnsnowlabs/ml/tensorflow/WriteTensorflowModel.html b/docs/api/com/johnsnowlabs/ml/tensorflow/WriteTensorflowModel.html
index 3fbc624d2e84c0..75f38c86d2d4be 100644
--- a/docs/api/com/johnsnowlabs/ml/tensorflow/WriteTensorflowModel.html
+++ b/docs/api/com/johnsnowlabs/ml/tensorflow/WriteTensorflowModel.html
@@ -3,9 +3,9 @@
- Spark NLP 4.4.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel
-
-
+ Spark NLP 4.4.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel
+
+
@@ -28,7 +28,7 @@
-
Spark NLP 4.4.1 ScalaDoc