| beautifulsoup4 | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-beautifulsoup4:14 | 4.14.3 |
| pymysql | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pymysql:3 | 1.1.2 |
| reportlab | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-reportlab:18 | 4.4.9 |
| python-docx | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-python-docx:15 | 1.2.0 |
| Pillow | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-Pillow:11 | 12.1.0 |
| aws-xray-sdk | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-aws-xray-sdk:32 | 2.15.0 |
| numpy | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-numpy:14 | 2.2.2 |
| google-cloud-bigquery | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-google-cloud-bigquery:27 | 3.40.0 |
| jsonschema | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-jsonschema:19 | 4.26.0 |
| aws-psycopg2 | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-aws-psycopg2:1 | 1.3.8 |
| sqlmodel | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-sqlmodel:27 | 0.0.31 |
| zeep | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-zeep:28 | 4.3.2 |
| msal | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-msal:25 | 1.34.0 |
| xlsx2csv | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-xlsx2csv:4 | 0.8.6 |
| dynamodb-encryption-sdk | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-dynamodb-encryption-sdk:32 | 3.3.0 |
| redshift-connector | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-redshift-connector:32 | 2.1.11 |
| matplotlib | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-matplotlib:19 | 3.10.3 |
| fastapi | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-fastapi:28 | 0.128.0 |
| boto3 | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-boto3:32 | 1.42.39 |
| tabulate | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-tabulate:1 | 0.9.0 |
| mangum | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-mangum:12 | 0.20.0 |
| pyqldb | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pyqldb:32 | 3.2.4 |
| pydantic | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pydantic:23 | 2.12.5 |
| bcrypt | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-bcrypt:8 | 5.0.0 |
| mysql-connector-python | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-mysql-connector-python:10 | 9.5.0 |
| polars | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-polars:35 | 1.33.1 |
| pandas | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pandas:22 | 2.2.3 |
| paramiko | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-paramiko:23 | 4.0.0 |
| extract-msg | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-extract-msg:25 | 0.55.0 |
| psycopg | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-psycopg:23 | 3.3.2 |
| aws-requests-auth | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-aws-requests-auth:24 | 0.4.3 |
| requests | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-requests:24 | 2.32.5 |
| praw | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-praw:19 | 7.8.1 |
| requests-html | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-requests-html:31 | 0.10.0 |
| lxml | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-lxml:10 | 6.0.2 |
| pymongo | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pymongo:12 | 4.16.0 |
| jinja2 | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-jinja2:8 | 3.1.6 |
| cryptography | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-cryptography:23 | 46.0.4 |
| idna | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-idna:6 | 3.11 |
| XlsxWriter | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-XlsxWriter:6 | 3.2.9 |
| elasticsearch | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-elasticsearch:27 | 9.2.1 |
| pandera | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-pandera:1 | 0.23.0 |
| selenium | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-selenium:29 | 4.40.0 |
| cfnresponse | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-cfnresponse:3 | 1.1.5 |
| s3fs | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-s3fs:29 | 2026.1.0 |
| PyMuPDF | arn:aws:lambda:us-east-2:770693421928:layer:Klayers-p311-PyMuPDF:10 | 1.26.0 |