Draft: Chore: conda recipe update (#13764)

* update conda recipe

* rm python build configs

* update conda build instructions

* update python version reqs

* update recipe import test

---------

Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr>

conda/README.md

@@ -35,13 +35,13 @@ conda config --set anaconda_upload no
 Build `spark-nlp` from the latest PyPI tar:
 
 ```bash
-conda build . --python=3.7 && conda build . --python=3.8 && conda build . --python=3.9
+conda build conda/
 ```
 
 Example of uploading Conda package to Anaconda Cloud:
 
 ```bash
-anaconda upload /anaconda3/conda-bld/noarch/spark-nlp-version-py37_0.tar.bz2
+anaconda upload /anaconda3/conda-bld/noarch/spark-nlp-version-py_0.tar.bz2
 ```
 
 ## Install

conda/meta.yaml

@@ -1,30 +1,36 @@
-package:
-  name: "spark-nlp"
-  version: 4.4.4
+{% set name = "spark-nlp" %}
+{% set version = "4.4.0" %}
 
-app:
-  entry: spark-nlp
-  summary: Natural Language Understanding Library for Apache Spark.
+package:
+  name: {{ name|lower }}
+  version: {{ version }}
 
 source:
-    fn: spark-nlp-4.4.4.tar.gz
-    url: https://files.pythonhosted.org/packages/f9/e4/5eb83ed1c68be9fca636f6c62f9e55da3f2e511818e2a8feb852d6986064/spark-nlp-4.4.4.tar.gz
-    sha256: d9e2f017ab7cf6e82e775c38862f1a4ee32bbb0af6619e0b9051e6737711b5b6
+  url: https://pypi.io/packages/source/{{ name[0] }}/{{ name }}/spark-nlp-{{ version }}.tar.gz
+  sha256: e76fdd82b966ca169ba8a1fdcfe2e684fc63abaf88de841d2eb881cacb5e0105
+
 build:
-  noarch: generic
+  noarch: python
+  script: {{ PYTHON }} -m pip install . -vv
   number: 0
-  script: "python -m pip install . --no-deps -vv"
 
 requirements:
-  build:
-    - python
+  host:
+    - python >=3.7,<3.11
+    - pip
   run:
-    - python
+    - python >=3.7,<3.11
+
+test:
+  imports:
+    - sparknlp
+  commands:
+    - pip check
+  requires:
+    - pip
 
 about:
-  home: https://github.com/JohnSnowLabs/spark-nlp/
-  license: Apache License 2.0
-  license_family: APACHE
-  license_url: https://github.com/JohnSnowLabs/spark-nlp/blob/master/LICENSE
-  description: John Snow Labs Spark-NLP is a natural language processing library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment.
-  summary: Natural Language Understanding Library for Apache Spark.
+  home: https://github.com/JohnSnowLabs/spark-nlp
+  summary: John Snow Labs Spark NLP is a natural language processing library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment.
+  license: Apache-2.0
+  license_file: LICENSE