[BUG] Unable to install synapse ml on AWS Glue to use LightGBM library

### SynapseML version

0.11.2

### System information

- **Language version** (e.g. python 3.8, scala 2.12): Python 3.8
- **Spark Version** (e.g. 3.2.3): 3.3
- **Spark Platform** (e.g. Synapse, Databricks): AWS Glue

### Describe the problem

I am trying to install Synapse ML on AWS Glue to use LightGBM library and getting this error

ModuleNotFoundError: No module named 'synapse'

### Code to reproduce issue

import pyspark
from awsglue.context import GlueContext
from awsglue.job import Job
import pyspark.sql.functions as f
from awsglue.utils import getResolvedOptions
from pyspark.context import SparkContext, SparkConf

conf = SparkConf().setAppName("SynapseTest").set("spark.sql.sources.partitionOverwriteMode", "dynamic").set("spark.jars.packages", "com.microsoft.azure/synapseml_2.12:0.11.2").set("spark.jars.repositories", "https://repo1.maven.org/maven2/")

sc = SparkContext(conf=conf)
glueContext = GlueContext(sc)
spark = glueContext.spark_session
job = Job(glueContext)
args = getResolvedOptions(sys.argv, ['JOB_NAME'])
print("args", args)
job.init(args['JOB_NAME'], args)
import synapse.ml

### Other info / logs

I have also tried --extra-jars argument and given jar file location from s3 bucket. Still didn't work

### What component(s) does this bug affect?

- [ ] `area/cognitive`: Cognitive project
- [X] `area/core`: Core project
- [ ] `area/deep-learning`: DeepLearning project
- [ ] `area/lightgbm`: Lightgbm project
- [ ] `area/opencv`: Opencv project
- [ ] `area/vw`: VW project
- [ ] `area/website`: Website
- [ ] `area/build`: Project build system
- [ ] `area/notebooks`: Samples under notebooks folder
- [ ] `area/docker`: Docker usage
- [ ] `area/models`: models related issue

### What language(s) does this bug affect?

- [ ] `language/scala`: Scala source code
- [X] `language/python`: Pyspark APIs
- [ ] `language/r`: R APIs
- [ ] `language/csharp`: .NET APIs
- [ ] `language/new`: Proposals for new client languages

### What integration(s) does this bug affect?

- [X] `integrations/synapse`: Azure Synapse integrations
- [ ] `integrations/azureml`: Azure ML integrations
- [ ] `integrations/databricks`: Databricks integrations

Start with the reproduction configuration using Python 3.8, Spark 3.3, AWS Glue, and SynapseML 0.11.2, then compare the Maven package and --extra-jars approaches described in the issue. Confirm whether the AWS Glue job can import synapse.ml and use the LightGBM library; the reported ModuleNotFoundError is the failure to resolve.

Written by the indexing model from the issue text.