| pyyaml | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pyyaml:2 | 6.0.3 |
| SQLAlchemy | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-SQLAlchemy:14 | 2.0.51 |
| pandera | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pandera:1 | 0.23.0 |
| dnspython | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-dnspython:3 | 2.8.0 |
| tls-client | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-tls-client:1 | 1.0.1 |
| cryptography | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-cryptography:18 | 49.0.0 |
| pyopenssl | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pyopenssl:15 | 26.3.0 |
| tzlocal | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-tzlocal:4 | 5.4.4 |
| defusedxml | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-defusedxml:1 | 0.7.1 |
| beautifulsoup4 | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-beautifulsoup4:13 | 4.15.0 |
| pyotp | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pyotp:2 | 2.10.0 |
| pycountry | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pycountry:2 | 26.2.16 |
| memray | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-memray:24 | 1.19.3 |
| redis | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-redis:12 | 8.0.1 |
| opensearch-py | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-opensearch-py:21 | 3.2.0 |
| curl_cffi | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-curl_cffi:16 | 0.15.0 |
| cfnresponse | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-cfnresponse:4 | 1.1.5 |
| psycopg2-binary | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-psycopg2-binary:3 | 2.9.12 |
| icalendar | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-icalendar:15 | 7.2.0 |
| scipy | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-scipy:3 | 1.14.1 |
| tabulate | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-tabulate:2 | 0.10.0 |
| pandas | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pandas:10 | 2.2.3 |
| pillow | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pillow:2 | 11.0.0 |
| amazon-textract-caller | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-amazon-textract-caller:19 | 0.2.4 |
| pdf2image | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pdf2image:1 | 1.17.0 |
| boto3 | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-boto3:24 | 1.43.38 |
| openai | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-openai:7 | 2.44.0 |
| feedparser | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-feedparser:2 | 6.0.12 |
| jinja2 | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-jinja2:5 | 3.1.6 |
| Pillow | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-Pillow:9 | 12.2.0 |
| python-pptx | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-python-pptx:15 | 1.0.2 |
| praw | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-praw:18 | 7.8.1 |
| orjson | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-orjson:15 | 3.11.9 |
| polars | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-polars:15 | 1.33.1 |
| idna | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-idna:7 | 3.18 |
| numpy | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-numpy:11 | 2.5.0 |
| pdfplumber | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pdfplumber:22 | 0.11.10 |
| psycopg | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-psycopg:25 | 3.3.4 |
| pymssql | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pymssql:8 | 2.3.10 |
| pyqldb | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pyqldb:24 | 3.2.4 |
| requests | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-requests:19 | 2.34.2 |
| aws-requests-auth | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-aws-requests-auth:19 | 0.4.3 |
| mail-parser | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-mail-parser:9 | 4.4.0 |
| RapidFuzz | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-RapidFuzz:6 | 3.14.5 |
| fuzzywuzzy | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-fuzzywuzzy:22 | 0.18.0 |
| PyJWT | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-PyJWT:4 | 2.13.0 |
| bcrypt | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-bcrypt:4 | 5.0.0 |
| PyMuPDF | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-PyMuPDF:16 | 1.28.0 |
| gspread | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-gspread:23 | 6.2.1 |
| aws-xray-sdk | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-aws-xray-sdk:25 | 2.15.0 |
| aliyun-python-sdk-actiontrail | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-aliyun-python-sdk-actiontrail:19 | 2.2.0 |
| mysql-connector-python | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-mysql-connector-python:8 | 9.7.0 |
| pytz | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pytz:5 | 2026.2 |
| pymongo | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-pymongo:5 | 4.17.0 |
| python-gitlab | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-python-gitlab:20 | 8.4.0 |
| stripe | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-stripe:24 | 15.3.0 |
| redshift-connector | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-redshift-connector:21 | 2.1.11 |
| imutils | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-imutils:1 | 0.5.4 |
| dynamodb-encryption-sdk | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-dynamodb-encryption-sdk:25 | 3.3.0 |
| duckdb | arn:aws:lambda:ap-southeast-4:770693421928:layer:Klayers-p312-duckdb:19 | 1.5.4 |